From dc1b5f1eac270e0832744b1c968ae430a126121a Mon Sep 17 00:00:00 2001
From: Shubham Choudhary <shubhamchoudhary@Shubhams-MacBook-Air.local>
Date: Fri, 24 May 2024 07:25:37 +0100
Subject: [PATCH] Added project files and CI/CD pipeline configuration
---
.DS_Store | Bin 0 -> 6148 bytes
.../TFIDF Vectorization-checkpoint.ipynb | 651 ++
.ipynb_checkpoints/app.py-checkpoint.ipynb | 131 +
.../test_flask_app_task3-checkpoint.ipynb | 6 +
.../test_flask_app_task4-checkpoint.ipynb | 6 +
.../train_model.py-checkpoint.ipynb | 120 +
TFIDF Vectorization.ipynb | 633 ++
app.log | 5 +
app.py | 32 +
group_coursework_group17_mlb.pkl | Bin 0 -> 644 bytes
group_coursework_group17_model.pkl | Bin 0 -> 87105 bytes
group_coursework_group17_tfidf_vectorizer.pkl | Bin 0 -> 228082 bytes
groupcoursework17 | 1 +
prediction_logs.txt | 8042 +++++++++++++++++
test_flask_app_task3.ipynb | 133 +
test_flask_app_task4.ipynb | 123 +
train_model.py | 50 +
17 files changed, 9933 insertions(+)
create mode 100644 .DS_Store
create mode 100644 .ipynb_checkpoints/TFIDF Vectorization-checkpoint.ipynb
create mode 100644 .ipynb_checkpoints/app.py-checkpoint.ipynb
create mode 100644 .ipynb_checkpoints/test_flask_app_task3-checkpoint.ipynb
create mode 100644 .ipynb_checkpoints/test_flask_app_task4-checkpoint.ipynb
create mode 100644 .ipynb_checkpoints/train_model.py-checkpoint.ipynb
create mode 100644 TFIDF Vectorization.ipynb
create mode 100644 app.log
create mode 100644 app.py
create mode 100644 group_coursework_group17_mlb.pkl
create mode 100644 group_coursework_group17_model.pkl
create mode 100644 group_coursework_group17_tfidf_vectorizer.pkl
create mode 160000 groupcoursework17
create mode 100644 prediction_logs.txt
create mode 100644 test_flask_app_task3.ipynb
create mode 100644 test_flask_app_task4.ipynb
create mode 100644 train_model.py
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diff --git a/.ipynb_checkpoints/TFIDF Vectorization-checkpoint.ipynb b/.ipynb_checkpoints/TFIDF Vectorization-checkpoint.ipynb
new file mode 100644
index 0000000..a574489
--- /dev/null
+++ b/.ipynb_checkpoints/TFIDF Vectorization-checkpoint.ipynb
@@ -0,0 +1,651 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "75615cdc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: pandas in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (1.4.1)\n",
+ "Requirement already satisfied: seaborn in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (0.12.2)\n",
+ "Requirement already satisfied: matplotlib in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (3.7.2)\n",
+ "Requirement already satisfied: numpy in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (1.24.3)\n",
+ "Requirement already satisfied: tensorflow in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (2.16.1)\n",
+ "Requirement already satisfied: datasets in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (2.12.0)\n",
+ "Requirement already satisfied: scikit-learn in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (1.3.0)\n",
+ "Requirement already satisfied: nltk in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (3.8.1)\n",
+ "Requirement already satisfied: python-dateutil>=2.8.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from pandas) (2.8.2)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from pandas) (2023.3.post1)\n",
+ "Requirement already satisfied: contourpy>=1.0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (1.0.5)\n",
+ "Requirement already satisfied: cycler>=0.10 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (0.11.0)\n",
+ "Requirement already satisfied: fonttools>=4.22.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (4.25.0)\n",
+ "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (1.4.4)\n",
+ "Requirement already satisfied: packaging>=20.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (23.1)\n",
+ "Requirement already satisfied: pillow>=6.2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (9.4.0)\n",
+ "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (3.0.9)\n",
+ "Requirement already satisfied: absl-py>=1.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.1.0)\n",
+ "Requirement already satisfied: astunparse>=1.6.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.6.3)\n",
+ "Requirement already satisfied: flatbuffers>=23.5.26 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (24.3.25)\n",
+ "Requirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.5.4)\n",
+ "Requirement already satisfied: google-pasta>=0.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.2.0)\n",
+ "Requirement already satisfied: h5py>=3.10.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.11.0)\n",
+ "Requirement already satisfied: libclang>=13.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (18.1.1)\n",
+ "Requirement already satisfied: ml-dtypes~=0.3.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.3.2)\n",
+ "Requirement already satisfied: opt-einsum>=2.3.2 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.3.0)\n",
+ "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (4.25.3)\n",
+ "Requirement already satisfied: requests<3,>=2.21.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.31.0)\n",
+ "Requirement already satisfied: setuptools in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (68.0.0)\n",
+ "Requirement already satisfied: six>=1.12.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.16.0)\n",
+ "Requirement already satisfied: termcolor>=1.1.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.4.0)\n",
+ "Requirement already satisfied: typing-extensions>=3.6.6 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (4.10.0)\n",
+ "Requirement already satisfied: wrapt>=1.11.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.14.1)\n",
+ "Requirement already satisfied: grpcio<2.0,>=1.24.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.62.1)\n",
+ "Requirement already satisfied: tensorboard<2.17,>=2.16 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.16.2)\n",
+ "Requirement already satisfied: keras>=3.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.2.1)\n",
+ "Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.36.0)\n",
+ "Requirement already satisfied: pyarrow>=8.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (11.0.0)\n",
+ "Requirement already satisfied: dill<0.3.7,>=0.3.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.3.6)\n",
+ "Requirement already satisfied: tqdm>=4.62.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (4.65.0)\n",
+ "Requirement already satisfied: xxhash in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (2.0.2)\n",
+ "Requirement already satisfied: multiprocess in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.70.14)\n",
+ "Requirement already satisfied: fsspec[http]>=2021.11.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (2023.4.0)\n",
+ "Requirement already satisfied: aiohttp in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (3.8.5)\n",
+ "Requirement already satisfied: huggingface-hub<1.0.0,>=0.11.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.15.1)\n",
+ "Requirement already satisfied: responses<0.19 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.13.3)\n",
+ "Requirement already satisfied: pyyaml>=5.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (6.0)\n",
+ "Requirement already satisfied: scipy>=1.5.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (1.11.1)\n",
+ "Requirement already satisfied: joblib>=1.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (1.2.0)\n",
+ "Requirement already satisfied: threadpoolctl>=2.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (2.2.0)\n",
+ "Requirement already satisfied: click in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from nltk) (8.1.7)\n",
+ "Requirement already satisfied: regex>=2021.8.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from nltk) (2022.7.9)\n",
+ "Requirement already satisfied: wheel<1.0,>=0.23.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from astunparse>=1.6.0->tensorflow) (0.38.4)\n",
+ "Requirement already satisfied: attrs>=17.3.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (22.1.0)\n",
+ "Requirement already satisfied: charset-normalizer<4.0,>=2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (2.0.4)\n",
+ "Requirement already satisfied: multidict<7.0,>=4.5 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (6.0.2)\n",
+ "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (4.0.2)\n",
+ "Requirement already satisfied: yarl<2.0,>=1.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.8.1)\n",
+ "Requirement already satisfied: frozenlist>=1.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.3.3)\n",
+ "Requirement already satisfied: aiosignal>=1.1.2 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.2.0)\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: filelock in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from huggingface-hub<1.0.0,>=0.11.0->datasets) (3.9.0)\n",
+ "Requirement already satisfied: rich in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (13.7.1)\n",
+ "Requirement already satisfied: namex in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (0.0.7)\n",
+ "Requirement already satisfied: optree in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (0.11.0)\n",
+ "Requirement already satisfied: idna<4,>=2.5 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (3.4)\n",
+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (1.26.16)\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (2023.7.22)\n",
+ "Requirement already satisfied: markdown>=2.6.8 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (3.4.1)\n",
+ "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (0.7.2)\n",
+ "Requirement already satisfied: werkzeug>=1.0.1 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (3.0.3)\n",
+ "Requirement already satisfied: MarkupSafe>=2.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from werkzeug>=1.0.1->tensorboard<2.17,>=2.16->tensorflow) (2.1.1)\n",
+ "Requirement already satisfied: markdown-it-py>=2.2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from rich->keras>=3.0.0->tensorflow) (2.2.0)\n",
+ "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from rich->keras>=3.0.0->tensorflow) (2.15.1)\n",
+ "Requirement already satisfied: mdurl~=0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from markdown-it-py>=2.2.0->rich->keras>=3.0.0->tensorflow) (0.1.0)\n",
+ "Note: you may need to restart the kernel to use updated packages.\n"
+ ]
+ }
+ ],
+ "source": [
+ "pip install pandas seaborn matplotlib numpy tensorflow datasets scikit-learn nltk"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "0bd59faf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from datasets import load_dataset\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "e5816216",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Found cached dataset parquet (/Users/shubhamchoudhary/.cache/huggingface/datasets/surrey-nlp___parquet/surrey-nlp--PLOD-CW-843ef47e3e665cc1/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "43d69c868fa7480f91c40c164d9ce68c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ " 0%| | 0/3 [00:00<?, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "dataset = load_dataset(\"surrey-nlp/PLOD-CW\")\n",
+ "train_dataset = pd.DataFrame(dataset[\"train\"])\n",
+ "validate_dataset = pd.DataFrame(dataset[\"validation\"])\n",
+ "test_dataset = pd.DataFrame(dataset[\"test\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "35f0582a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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DDz9sBAQEGG5ubkZQUJDRv39/c7ZGwzCM77//3oiOjja8vb2NunXrGiNGjDAWL158wVkWb7311lJ9XG4mwc2bNxv9+/c3/Pz8DDc3NyMgIMDo1KmT8cYbb5g1JbMsbtiwwem1F5rt0TAM47333jNatWplVK9e3ahVq5bRokUL45133nGqWbVqldGjRw/Dx8fHcHNzM/70pz8ZPXr0MP75z38ahmEYp0+fNh577DGjefPmhre3t1GjRg0jNDTUGD9+vHHy5MkL7su5Vq9ebXTq1Mnw9PQ0atSoYURGRhpffPHFVX02V1o7d+5cc/bEK51lUZKxZ8+eK+rjz3/+s+Hq6mr88MMPl+3TMC48y+KaNWuMqKgoo2bNmkbdunWNRx991Ni0aZMhqdTfzdy5c42bb77ZcHd3Nxo3bmy8/fbbxj333GO0aNHCrHn33XeNjh07Gv7+/oa7u7t57G7ZsuWKegSAP5LNMP5v+i0AAIAK5tixY2rcuLF69+6tuXPnWt0OAFw1TlkEAAAVQk5Ojl544QV17NhRderU0b59+zRjxgwdP35cTz75pNXtAUCZEMgAAECF4OHhoZ9++knDhg3T0aNHVbNmTUVGRuqNN94ol5kkAcAKnLIIAAAAABZh2nsAAAAAsAiBDAAAAAAsQiADAAAAAIswqUc5Onv2rA4dOiQvL69yvbEnAAAAgIrFMAwdP35cQUFBTjevPx+BrBwdOnRIwcHBVrcBAAAA4DqRlZWlevXqXXQ9gawceXl5SfrtQ/f29ra4GwAAAABWyc/PV3BwsJkRLoZAVo5KTlP09vYmkAEAAAC47KVMTOoBAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEUIZAAAAABgEQIZAAAAAFiEQAYAAAAAFiGQAQAAAIBFCGQAAAAAYBECGQAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWMTV6gZw7STbkq1uAZXIeGO81S0AAABUOoyQAQAAAIBFCGQAAAAAYBECGQAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEUIZAAAAABgEQIZAAAAAFiEQAYAAAAAFiGQAQAAAIBFCGQAAAAAYBECGQAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEUIZAAAAABgEQIZAAAAAFiEQAYAAAAAFiGQAQAAAIBFCGQAAAAAYBECGQAAAABYxNJANnv2bDVv3lze3t7y9vZWVFSUlixZYq43DEMTJkxQUFCQatSooQ4dOmj79u1O2ygoKNCIESPk6+srT09P9erVSwcOHHCqycvLU3x8vOx2u+x2u+Lj43Xs2DGnmv3796tnz57y9PSUr6+vRo4cqcLCwmu27wAAAABgaSCrV6+epkyZoo0bN2rjxo3q1KmT7rnnHjN0vfjii3r55Zc1a9YsbdiwQQEBAeratauOHz9ubiMxMVELFy5USkqK0tLSdOLECcXGxqq4uNisiYuLU2ZmplJTU5WamqrMzEzFx8eb64uLi9WjRw+dPHlSaWlpSklJ0SeffKKkpKQ/7sMAAAAAUOXYDMMwrG7iXD4+Ppo2bZoefvhhBQUFKTExUU899ZSk30bD/P39NXXqVA0dOlQOh0N169bV+++/rwEDBkiSDh06pODgYH355ZeKiYnRzp071bRpU6WnpysiIkKSlJ6erqioKO3atUuhoaFasmSJYmNjlZWVpaCgIElSSkqKBg8erNzcXHl7e19R7/n5+bLb7XI4HFf8mmsp2ZZsdQuoRMYb461uAQAAoMK40mxw3VxDVlxcrJSUFJ08eVJRUVHau3evcnJyFB0dbdZ4eHioffv2WrNmjSQpIyNDRUVFTjVBQUEKCwsza9auXSu73W6GMUmKjIyU3W53qgkLCzPDmCTFxMSooKBAGRkZ13S/AQAAAFRdrlY3sHXrVkVFRen06dOqVauWFi5cqKZNm5phyd/f36ne399f+/btkyTl5OTI3d1dtWvXLlWTk5Nj1vj5+ZV6Xz8/P6ea89+ndu3acnd3N2supKCgQAUFBebz/Pz8K91tAAAAALB+hCw0NFSZmZlKT0/X448/rkGDBmnHjh3mepvN5lRvGEapZec7v+ZC9WWpOd/kyZPNiULsdruCg4Mv2RcAAAAAnMvyQObu7q6bb75ZLVu21OTJk3XbbbfplVdeUUBAgCSVGqHKzc01R7MCAgJUWFiovLy8S9YcPny41PseOXLEqeb898nLy1NRUVGpkbNzjR07Vg6Hw3xkZWVd5d4DAAAAqMosD2TnMwxDBQUFatSokQICArRs2TJzXWFhoVatWqU2bdpIksLDw+Xm5uZUk52drW3btpk1UVFRcjgcWr9+vVmzbt06ORwOp5pt27YpOzvbrFm6dKk8PDwUHh5+0V49PDzMKftLHgAAAABwpSy9hmzcuHHq3r27goODdfz4caWkpGjlypVKTU2VzWZTYmKiJk2apJCQEIWEhGjSpEmqWbOm4uLiJEl2u12PPPKIkpKSVKdOHfn4+Gj06NFq1qyZunTpIklq0qSJunXrpoSEBM2ZM0eSNGTIEMXGxio0NFSSFB0draZNmyo+Pl7Tpk3T0aNHNXr0aCUkJBCyAAAAAFwzlgayw4cPKz4+XtnZ2bLb7WrevLlSU1PVtWtXSdKYMWN06tQpDRs2THl5eYqIiNDSpUvl5eVlbmPGjBlydXVV//79derUKXXu3Fnz58+Xi4uLWbNgwQKNHDnSnI2xV69emjVrlrnexcVFixcv1rBhw9S2bVvVqFFDcXFxmj59+h/0SQAAAACoiq67+5BVZNyHDJUZ9yEDAAC4chXuPmQAAAAAUNUQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAi1gayCZPnqxWrVrJy8tLfn5+6t27t3bv3u1UM3jwYNlsNqdHZGSkU01BQYFGjBghX19feXp6qlevXjpw4IBTTV5enuLj42W322W32xUfH69jx4451ezfv189e/aUp6enfH19NXLkSBUWFl6TfQcAAAAASwPZqlWr9MQTTyg9PV3Lli3TmTNnFB0drZMnTzrVdevWTdnZ2ebjyy+/dFqfmJiohQsXKiUlRWlpaTpx4oRiY2NVXFxs1sTFxSkzM1OpqalKTU1VZmam4uPjzfXFxcXq0aOHTp48qbS0NKWkpOiTTz5RUlLStf0QAAAAAFRZrla+eWpqqtPzd955R35+fsrIyNBdd91lLvfw8FBAQMAFt+FwODRv3jy9//776tKliyTpgw8+UHBwsL7++mvFxMRo586dSk1NVXp6uiIiIiRJb775pqKiorR7926FhoZq6dKl2rFjh7KyshQUFCRJeumllzR48GC98MIL8vb2vhYfAQAAAIAq7Lq6hszhcEiSfHx8nJavXLlSfn5+aty4sRISEpSbm2uuy8jIUFFRkaKjo81lQUFBCgsL05o1ayRJa9euld1uN8OYJEVGRsputzvVhIWFmWFMkmJiYlRQUKCMjIwL9ltQUKD8/HynBwAAAABcqesmkBmGoVGjRqldu3YKCwszl3fv3l0LFizQ8uXL9dJLL2nDhg3q1KmTCgoKJEk5OTlyd3dX7dq1nbbn7++vnJwcs8bPz6/Ue/r5+TnV+Pv7O62vXbu23N3dzZrzTZ482bwmzW63Kzg4uOwfAAAAAIAqx9JTFs81fPhwbdmyRWlpaU7LBwwYYP45LCxMLVu2VIMGDbR48WL16dPnotszDEM2m818fu6ff0/NucaOHatRo0aZz/Pz8wllAAAAAK7YdTFCNmLECC1atEgrVqxQvXr1LlkbGBioBg0aaM+ePZKkgIAAFRYWKi8vz6kuNzfXHPEKCAjQ4cOHS23ryJEjTjXnj4Tl5eWpqKio1MhZCQ8PD3l7ezs9AAAAAOBKWRrIDMPQ8OHD9emnn2r58uVq1KjRZV/zyy+/KCsrS4GBgZKk8PBwubm5admyZWZNdna2tm3bpjZt2kiSoqKi5HA4tH79erNm3bp1cjgcTjXbtm1Tdna2WbN06VJ5eHgoPDy8XPYXAAAAAM5l6SmLTzzxhD788EN9/vnn8vLyMkeo7Ha7atSooRMnTmjChAnq27evAgMD9dNPP2ncuHHy9fXVvffea9Y+8sgjSkpKUp06deTj46PRo0erWbNm5qyLTZo0Ubdu3ZSQkKA5c+ZIkoYMGaLY2FiFhoZKkqKjo9W0aVPFx8dr2rRpOnr0qEaPHq2EhARGvgAAAABcE5aOkM2ePVsOh0MdOnRQYGCg+fj4448lSS4uLtq6davuueceNW7cWIMGDVLjxo21du1aeXl5mduZMWOGevfurf79+6tt27aqWbOmvvjiC7m4uJg1CxYsULNmzRQdHa3o6Gg1b95c77//vrnexcVFixcvVvXq1dW2bVv1799fvXv31vTp0/+4DwQAAABAlWIzDMOwuonKIj8/X3a7XQ6H47oYVUu2JVvdAiqR8cZ4q1sAAACoMK40G1wXk3oAAAAAQFVEIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALCIpYFs8uTJatWqlby8vOTn56fevXtr9+7dTjWGYWjChAkKCgpSjRo11KFDB23fvt2ppqCgQCNGjJCvr688PT3Vq1cvHThwwKkmLy9P8fHxstvtstvtio+P17Fjx5xq9u/fr549e8rT01O+vr4aOXKkCgsLr8m+AwAAAIClgWzVqlV64oknlJ6ermXLlunMmTOKjo7WyZMnzZoXX3xRL7/8smbNmqUNGzYoICBAXbt21fHjx82axMRELVy4UCkpKUpLS9OJEycUGxur4uJisyYuLk6ZmZlKTU1VamqqMjMzFR8fb64vLi5Wjx49dPLkSaWlpSklJUWffPKJkpKS/pgPAwAAAECVYzMMw7C6iRJHjhyRn5+fVq1apbvuukuGYSgoKEiJiYl66qmnJP02Gubv76+pU6dq6NChcjgcqlu3rt5//30NGDBAknTo0CEFBwfryy+/VExMjHbu3KmmTZsqPT1dERERkqT09HRFRUVp165dCg0N1ZIlSxQbG6usrCwFBQVJklJSUjR48GDl5ubK29v7sv3n5+fLbrfL4XBcUf21lmxLtroFVCLjjfFWtwAAAFBhXGk2uK6uIXM4HJIkHx8fSdLevXuVk5Oj6Ohos8bDw0Pt27fXmjVrJEkZGRkqKipyqgkKClJYWJhZs3btWtntdjOMSVJkZKTsdrtTTVhYmBnGJCkmJkYFBQXKyMi4RnsMAAAAoCpztbqBEoZhaNSoUWrXrp3CwsIkSTk5OZIkf39/p1p/f3/t27fPrHF3d1ft2rVL1ZS8PicnR35+fqXe08/Pz6nm/PepXbu23N3dzZrzFRQUqKCgwHyen59/xfsLAAAAANfNCNnw4cO1ZcsWffTRR6XW2Ww2p+eGYZRadr7zay5UX5aac02ePNmcJMRutys4OPiSPQEAAADAua6LQDZixAgtWrRIK1asUL169czlAQEBklRqhCo3N9cczQoICFBhYaHy8vIuWXP48OFS73vkyBGnmvPfJy8vT0VFRaVGzkqMHTtWDofDfGRlZV3NbgMAAACo4iwNZIZhaPjw4fr000+1fPlyNWrUyGl9o0aNFBAQoGXLlpnLCgsLtWrVKrVp00aSFB4eLjc3N6ea7Oxsbdu2zayJioqSw+HQ+vXrzZp169bJ4XA41Wzbtk3Z2dlmzdKlS+Xh4aHw8PAL9u/h4SFvb2+nBwAAAABcKUuvIXviiSf04Ycf6vPPP5eXl5c5QmW321WjRg3ZbDYlJiZq0qRJCgkJUUhIiCZNmqSaNWsqLi7OrH3kkUeUlJSkOnXqyMfHR6NHj1azZs3UpUsXSVKTJk3UrVs3JSQkaM6cOZKkIUOGKDY2VqGhoZKk6OhoNW3aVPHx8Zo2bZqOHj2q0aNHKyEhgaAFAAAA4JqwNJDNnj1bktShQwen5e+8844GDx4sSRozZoxOnTqlYcOGKS8vTxEREVq6dKm8vLzM+hkzZsjV1VX9+/fXqVOn1LlzZ82fP18uLi5mzYIFCzRy5EhzNsZevXpp1qxZ5noXFxctXrxYw4YNU9u2bVWjRg3FxcVp+vTp12jvAQAAAFR119V9yCo67kOGyoz7kAEAAFy5CnkfMgAAAACoSghkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEXKFMhuvPFG/fLLL6WWHzt2TDfeeOPvbgoAAAAAqoIyBbKffvpJxcXFpZYXFBTo4MGDv7spAAAAAKgKrurG0IsWLTL//NVXX8lut5vPi4uL9c0336hhw4bl1hwAAAAAVGZXFch69+4tSbLZbBo0aJDTOjc3NzVs2FAvvfRSuTUHAAAAAJXZVQWys2fPSpIaNWqkDRs2yNfX95o0BQAAAABVwVUFshJ79+4t7z4AAAAAoMopUyCTpG+++UbffPONcnNzzZGzEm+//fbvbgwAAAAAKrsyBbLk5GQ999xzatmypQIDA2Wz2cq7LwAAAACo9MoUyN544w3Nnz9f8fHx5d0PAAAAAFQZZboPWWFhodq0aVPevQAAAABAlVKmQPboo4/qww8/LO9eAAAAAKBKKdMpi6dPn9bcuXP19ddfq3nz5nJzc3Na//LLL5dLcwAAAABQmZUpkG3ZskW33367JGnbtm1O65jgAwAAAACuTJkC2YoVK8q7DwAAAACocsp0DRkAAAAA4Pcr0whZx44dL3lq4vLly8vcEAAAAABUFWUKZCXXj5UoKipSZmamtm3bpkGDBpVHXwAAAABQ6ZUpkM2YMeOCyydMmKATJ078roYAAAAAoKoo12vIHnjgAb399tvluUkAAAAAqLTKNZCtXbtW1atXL89NAgAAAEClVaZTFvv06eP03DAMZWdna+PGjfrrX/9aLo0BAAAAQGVXpkBmt9udnlerVk2hoaF67rnnFB0dXS6NAQAAAEBlV6ZA9s4775R3HwAAAABQ5ZQpkJXIyMjQzp07ZbPZ1LRpU7Vo0aK8+gIAAACASq9MgSw3N1f33XefVq5cqRtuuEGGYcjhcKhjx45KSUlR3bp1y7tPAAAAAKh0yjTL4ogRI5Sfn6/t27fr6NGjysvL07Zt25Sfn6+RI0eWd48AAAAAUCmVaYQsNTVVX3/9tZo0aWIua9q0qf7+978zqQcAAAAAXKEyjZCdPXtWbm5upZa7ubnp7Nmzv7spAAAAAKgKyhTIOnXqpCeffFKHDh0ylx08eFB/+ctf1Llz53JrDgAAAAAqszIFslmzZun48eNq2LChbrrpJt18881q1KiRjh8/rtdee628ewQAAACASqlM15AFBwdr06ZNWrZsmXbt2iXDMNS0aVN16dKlvPsDAAAAgErrqkbIli9frqZNmyo/P1+S1LVrV40YMUIjR45Uq1atdOutt2r16tXXpFEAAAAAqGyuKpDNnDlTCQkJ8vb2LrXObrdr6NChevnll8utOQAAAACozK4qkG3evFndunW76Pro6GhlZGT87qYAAAAAoCq4qkB2+PDhC053X8LV1VVHjhz53U0BAAAAQFVwVYHsT3/6k7Zu3XrR9Vu2bFFgYODvbgoAAAAAqoKrCmR33323/va3v+n06dOl1p06dUrjx49XbGxsuTUHAAAAAJXZVU17/+yzz+rTTz9V48aNNXz4cIWGhspms2nnzp36+9//ruLiYj3zzDPXqlcAAAAAqFSuKpD5+/trzZo1evzxxzV27FgZhiFJstlsiomJ0euvvy5/f/9r0igAAAAAVDZXfWPoBg0a6Msvv1ReXp5++OEHGYahkJAQ1a5d+1r0BwAAAACV1lVdQ3au2rVrq1WrVmrdunWZw9i3336rnj17KigoSDabTZ999pnT+sGDB8tmszk9IiMjnWoKCgo0YsQI+fr6ytPTU7169dKBAwecavLy8hQfHy+73S673a74+HgdO3bMqWb//v3q2bOnPD095evrq5EjR6qwsLBM+wUAAAAAV6LMgaw8nDx5UrfddptmzZp10Zpu3bopOzvbfHz55ZdO6xMTE7Vw4UKlpKQoLS1NJ06cUGxsrIqLi82auLg4ZWZmKjU1VampqcrMzFR8fLy5vri4WD169NDJkyeVlpamlJQUffLJJ0pKSir/nQYAAACA/3PVpyyWp+7du6t79+6XrPHw8FBAQMAF1zkcDs2bN0/vv/++unTpIkn64IMPFBwcrK+//loxMTHauXOnUlNTlZ6eroiICEnSm2++qaioKO3evVuhoaFaunSpduzYoaysLAUFBUmSXnrpJQ0ePFgvvPCCvL29y3GvAQAAAOA3lo6QXYmVK1fKz89PjRs3VkJCgnJzc811GRkZKioqUnR0tLksKChIYWFhWrNmjSRp7dq1stvtZhiTpMjISNntdqeasLAwM4xJUkxMjAoKCpSRkXHR3goKCpSfn+/0AAAAAIArdV0Hsu7du2vBggVavny5XnrpJW3YsEGdOnVSQUGBJCknJ0fu7u6lrmHz9/dXTk6OWePn51dq235+fk41588OWbt2bbm7u5s1FzJ58mTzujS73a7g4ODftb8AAAAAqhZLT1m8nAEDBph/DgsLU8uWLdWgQQMtXrxYffr0uejrDMOQzWYzn5/7599Tc76xY8dq1KhR5vP8/HxCGQAAAIArdl2PkJ0vMDBQDRo00J49eyRJAQEBKiwsVF5enlNdbm6uOeIVEBCgw4cPl9rWkSNHnGrOHwnLy8tTUVHRJe+r5uHhIW9vb6cHAAAAAFypChXIfvnlF2VlZSkwMFCSFB4eLjc3Ny1btsysyc7O1rZt29SmTRtJUlRUlBwOh9avX2/WrFu3Tg6Hw6lm27Ztys7ONmuWLl0qDw8PhYeH/xG7BgAAAKAKsvSUxRMnTuiHH34wn+/du1eZmZny8fGRj4+PJkyYoL59+yowMFA//fSTxo0bJ19fX917772SJLvdrkceeURJSUmqU6eOfHx8NHr0aDVr1sycdbFJkybq1q2bEhISNGfOHEnSkCFDFBsbq9DQUElSdHS0mjZtqvj4eE2bNk1Hjx7V6NGjlZCQwKgXAAAAgGvG0kC2ceNGdezY0Xxecj3WoEGDNHv2bG3dulXvvfeejh07psDAQHXs2FEff/yxvLy8zNfMmDFDrq6u6t+/v06dOqXOnTtr/vz5cnFxMWsWLFigkSNHmrMx9urVy+neZy4uLlq8eLGGDRumtm3bqkaNGoqLi9P06dOv9UcAAAAAoAqzGYZhWN1EZZGfny+73S6Hw3FdjKwl25KtbgGVyHhjvNUtAAAAVBhXmg0q1DVkAAAAAFCZEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAItYGsi+/fZb9ezZU0FBQbLZbPrss8+c1huGoQkTJigoKEg1atRQhw4dtH37dqeagoICjRgxQr6+vvL09FSvXr104MABp5q8vDzFx8fLbrfLbrcrPj5ex44dc6rZv3+/evbsKU9PT/n6+mrkyJEqLCy8FrsNAAAAAJIsDmQnT57UbbfdplmzZl1w/YsvvqiXX35Zs2bN0oYNGxQQEKCuXbvq+PHjZk1iYqIWLlyolJQUpaWl6cSJE4qNjVVxcbFZExcXp8zMTKWmpio1NVWZmZmKj4831xcXF6tHjx46efKk0tLSlJKSok8++URJSUnXbucBAAAAVHk2wzAMq5uQJJvNpoULF6p3796SfhsdCwoKUmJiop566ilJv42G+fv7a+rUqRo6dKgcDofq1q2r999/XwMGDJAkHTp0SMHBwfryyy8VExOjnTt3qmnTpkpPT1dERIQkKT09XVFRUdq1a5dCQ0O1ZMkSxcbGKisrS0FBQZKklJQUDR48WLm5ufL29r6ifcjPz5fdbpfD4bji11xLybZkq1tAJTLeGG91CwAAABXGlWaD6/Yasr179yonJ0fR0dHmMg8PD7Vv315r1qyRJGVkZKioqMipJigoSGFhYWbN2rVrZbfbzTAmSZGRkbLb7U41YWFhZhiTpJiYGBUUFCgjI+OiPRYUFCg/P9/pAQAAAABX6roNZDk5OZIkf39/p+X+/v7mupycHLm7u6t27dqXrPHz8yu1fT8/P6ea89+ndu3acnd3N2suZPLkyeZ1aXa7XcHBwVe5lwAAAACqsus2kJWw2WxOzw3DKLXsfOfXXKi+LDXnGzt2rBwOh/nIysq6ZF8AAAAAcK7rNpAFBARIUqkRqtzcXHM0KyAgQIWFhcrLy7tkzeHDh0tt/8iRI041579PXl6eioqKSo2cncvDw0Pe3t5ODwAAAAC4UtdtIGvUqJECAgK0bNkyc1lhYaFWrVqlNm3aSJLCw8Pl5ubmVJOdna1t27aZNVFRUXI4HFq/fr1Zs27dOjkcDqeabdu2KTs726xZunSpPDw8FB4efk33EwAAAEDV5Wrlm584cUI//PCD+Xzv3r3KzMyUj4+P6tevr8TERE2aNEkhISEKCQnRpEmTVLNmTcXFxUmS7Ha7HnnkESUlJalOnTry8fHR6NGj1axZM3Xp0kWS1KRJE3Xr1k0JCQmaM2eOJGnIkCGKjY1VaGioJCk6OlpNmzZVfHy8pk2bpqNHj2r06NFKSEhg1AsAAADANWNpINu4caM6duxoPh81apQkadCgQZo/f77GjBmjU6dOadiwYcrLy1NERISWLl0qLy8v8zUzZsyQq6ur+vfvr1OnTqlz586aP3++XFxczJoFCxZo5MiR5myMvXr1crr3mYuLixYvXqxhw4apbdu2qlGjhuLi4jR9+vRr/REAAAAAqMKum/uQVQbchwyVGfchAwAAuHIV/j5kAAAAAFDZEcgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAscl0HsgkTJshmszk9AgICzPWGYWjChAkKCgpSjRo11KFDB23fvt1pGwUFBRoxYoR8fX3l6empXr166cCBA041eXl5io+Pl91ul91uV3x8vI4dO/ZH7CIAAACAKuy6DmSSdOuttyo7O9t8bN261Vz34osv6uWXX9asWbO0YcMGBQQEqGvXrjp+/LhZk5iYqIULFyolJUVpaWk6ceKEYmNjVVxcbNbExcUpMzNTqampSk1NVWZmpuLj4//Q/QQAAABQ9bha3cDluLq6Oo2KlTAMQzNnztQzzzyjPn36SJLeffdd+fv768MPP9TQoUPlcDg0b948vf/+++rSpYsk6YMPPlBwcLC+/vprxcTEaOfOnUpNTVV6eroiIiIkSW+++aaioqK0e/duhYaG/nE7CwAAAKBKue5HyPbs2aOgoCA1atRI9913n3788UdJ0t69e5WTk6Po6Giz1sPDQ+3bt9eaNWskSRkZGSoqKnKqCQoKUlhYmFmzdu1a2e12M4xJUmRkpOx2u1kDAAAAANfCdT1CFhERoffee0+NGzfW4cOHNXHiRLVp00bbt29XTk6OJMnf39/pNf7+/tq3b58kKScnR+7u7qpdu3apmpLX5+TkyM/Pr9R7+/n5mTUXU1BQoIKCAvN5fn7+1e8kAAAAgCrrug5k3bt3N//crFkzRUVF6aabbtK7776ryMhISZLNZnN6jWEYpZad7/yaC9VfyXYmT56s5OTky+4HAAAAAFzIdX/K4rk8PT3VrFkz7dmzx7yu7PxRrNzcXHPULCAgQIWFhcrLy7tkzeHDh0u915EjR0qNvp1v7Nixcjgc5iMrK6vM+wYAAACg6qlQgaygoEA7d+5UYGCgGjVqpICAAC1btsxcX1hYqFWrVqlNmzaSpPDwcLm5uTnVZGdna9u2bWZNVFSUHA6H1q9fb9asW7dODofDrLkYDw8PeXt7Oz0AAAAA4Epd16csjh49Wj179lT9+vWVm5uriRMnKj8/X4MGDZLNZlNiYqImTZqkkJAQhYSEaNKkSapZs6bi4uIkSXa7XY888oiSkpJUp04d+fj4aPTo0WrWrJk562KTJk3UrVs3JSQkaM6cOZKkIUOGKDY2lhkWAQAAAFxT13UgO3DggO6//379/PPPqlu3riIjI5Wenq4GDRpIksaMGaNTp05p2LBhysvLU0REhJYuXSovLy9zGzNmzJCrq6v69++vU6dOqXPnzpo/f75cXFzMmgULFmjkyJHmbIy9evXSrFmz/tidBQAAAFDl2AzDMKxuorLIz8+X3W6Xw+G4Lk5fTLYx4QjKz3hjvNUtAAAAVBhXmg0q1DVkAAAAAFCZEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLuFrdAAAAuLhkW7LVLaASGW+Mt7oFAOdhhAwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAAAAAixDIAAAAAMAiBDIAAAAAsAiBDAAAAAAs4mp1AwAAAKi6km3JVreASmS8Md7qFq4aI2QAAAAAYBECGQAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEUIZAAAAABgEVerGwCAskq2JVvdAiqZ8cZ4q1sAAFQxjJABAAAAgEUIZAAAAABgEQIZAAAAAFiEQAYAAAAAFiGQAQAAAIBFCGQAAAAAYBECGQAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRAdp7XX39djRo1UvXq1RUeHq7Vq1db3RIAAACASopAdo6PP/5YiYmJeuaZZ/Sf//xHd955p7p37679+/db3RoAAACASohAdo6XX35ZjzzyiB599FE1adJEM2fOVHBwsGbPnm11awAAAAAqIVerG7heFBYWKiMjQ08//bTT8ujoaK1Zs+aCrykoKFBBQYH53OFwSJLy8/OvXaNX4bROW90CKpHr5bg+F8c4yhvHOSo7jnFUdtfTMV7Si2EYl6wjkP2fn3/+WcXFxfL393da7u/vr5ycnAu+ZvLkyUpOTi61PDg4+Jr0CFhpin2K1S0A1xzHOSo7jnFUdtfjMX78+HHZ7faLrieQncdmszk9Nwyj1LISY8eO1ahRo8znZ8+e1dGjR1WnTp2LvgbXl/z8fAUHBysrK0ve3t5WtwOUO45xVAUc56jsOMYrJsMwdPz4cQUFBV2yjkD2f3x9feXi4lJqNCw3N7fUqFkJDw8PeXh4OC274YYbrlWLuIa8vb35AYdKjWMcVQHHOSo7jvGK51IjYyWY1OP/uLu7Kzw8XMuWLXNavmzZMrVp08airgAAAABUZoyQnWPUqFGKj49Xy5YtFRUVpblz52r//v167LHHrG4NAAAAQCVEIDvHgAED9Msvv+i5555Tdna2wsLC9OWXX6pBgwZWt4ZrxMPDQ+PHjy916ilQWXCMoyrgOEdlxzFeudmMy83DCAAAAAC4JriGDAAAAAAsQiADAAAAAIsQyAAAAADAIgQyAAAAALAIgQwAAFQ6zFkGoKIgkAFAFeRwOHTq1Cmr2wDK3S+//CJJstlsFncCAFeGQAac49xvVPl2FZXVpk2bFB0drf/+979WtwKUq82bN6tVq1ZKT0+3uhXgD3Hw4EF9/PHHeuedd5SVlWV1OygjAhkgKT8/X7m5udqwYYMcDodOnz4tm82ms2fPWt0aUK42b96sdu3aqV27dgoLCzOX8wUEKrrNmzcrMjJS999/vyIjI61uB7jmtm7dqm7duukf//iHfvzxR91www1Wt4Qy4sbQqPK2b9+uUaNG6aefftLevXtVt25ddejQQVOmTFFwcLDOnj2ratX47gIV3+bNm9WmTRuNHDlSkydPtrodoNxs3bpVkZGRSkpK0nPPPWcuz8/Pl7e3t4WdAdfGrl271LZtWz322GN66qmnOM4rOAIZqrRt27apXbt2euihh9S+fXvddNNNmjVrlpYsWSJJ+vbbb9WwYUNCGSq87Oxs3XzzzYqLi9Obb75pHtMTJkzQsWPHNHPmTKtbBMpk//79atiwoQYNGqR33nnHXD5lyhQVFRVpzJgx8vDwsLBDoHz9+uuveuCBB+Tl5aW3335bLi4ukn4704FrJysmfsNElZWXl6ehQ4cqISFBM2bMUO/evdWsWTPNmTNHU6ZMkZubm3r37q0jR44QxlDhHTp0SC1bttTq1av1008/qVq1apo8ebJee+01RUdHW90eUGZ+fn4KCgrS7t27lZmZKUmaPn26kpOTFRkZSRhDpXPixAnt2LFDnTt3NsOY9L+JbEoutygqKrKkP1w9fstElXXs2DHl5+fr3nvvNX94nTlzRpIUFxenUaNGKSsrS1988YUkrrFBxRYeHq4ZM2aoQYMGio6O1ujRozVz5kwtWLBAd999t9XtAWVSXFys6tWr6/vvv9cvv/yiJ554QomJiZoyZYoWL16srl27Wt0iUO4OHTqkw4cPq379+pL+97tLiZIvkd99913l5ub+4f3h6hHIUGX9+OOP2r59u/z8/MwfXq6urmbweuKJJxQYGKjVq1dLYgplVFwlx/Qdd9yhSZMm6ZZbbtHLL7+sqVOnqlu3bqX+MwcqChcXF505c0Y1a9bUpk2bdPz4cb366quaOHGiOnXqZHV7wDUREBAgwzCUmpoqyfl3lxKLFi1SamqqqlevbkWLuEoEMlRZvr6+8vDw0DfffOM0m6LNZjN/sAUHB6u4uNiqFoFyce4xHR4ermeffVZ33323nn/+ef34449ydXXlOEeFU3JMu7q66syZM/L09NS6devUpEkTzZs3T//5z38s7hAoPyW/p5w9e1b+/v4aOHCg5syZow8//FDS/740Lvl3sW7dOtWsWdPplEZcvwhkqLJuu+02tWrVSq+++qr27t1rLi+5KLagoECSdPvtt5vLgYqgZMbQc50bylq3bq3k5GSFhISoc+fO+vHHH+Xi4kIow3Xv4MGD5qjAucd0SSirUaOG1q9fr/z8fD366KPmNWVARbV//34dOXLEPNarVasmm82m+++/XyEhIXr22WedJrM5ePCgxowZo7lz5+rpp5+Wp6enVa3jKjDLIqqk4uJiubi4aO3atRowYID8/Pw0d+5cNWvWTG5ubiouLlZycrLeeustpaWl6cYbb7S6ZeCKnD17VjExMdq+fbtWr16tm266yWn9ubNwZWRkaPz48Vq9erU2b96shg0bWtAxcGUKCws1YMAAHT58WOPGjVNsbKwk52O6qKhIbm5uOnnypFq3bq1ff/1Vn3/+uZo3b25l60CZHDhwQPXr11dYWJh69eql8PBw3Xvvveb6JUuWaNq0aVq5cqVatWqlM2fO6IYbbtDevXv16aefml8o4/pHIEOVce5/2mfOnDG/Uf3qq6+UmJion3/+WeHh4QoMDFR+fr7S09O1ZMkS3XHHHRZ3Dlyd3Nxc3XPPPTp+/Lg+++wz3XzzzRet3bhxoyZPnqypU6desg64HmzcuFHPPPOMqlWrpscff1y9evWSdOGf77/++qu6dOmiDz74gC/VUCGdOHFCXbt2VcOGDdWsWTNNmzZNvXv3VkREhB577DFJv03w8d1332nJkiUyDEN33nmnOnfurAYNGljcPa4GgQyVWsnhfe6EHCX/We/bt08bNmxQv379dPjwYU2ZMkU//vijCgsLFRERoYEDByokJMSq1oHf5eeff1b37t116tSpC4ay06dP680331Tv3r3l7+8vd3d3izoFrkxJ6Nq8ebNGjRold3f3C4aywsJCzZ49W3fddZdatGhhcddA2RQXF8tms+m5556TYRhKTk5WZmamFixYoI0bN8rhcOjJJ59UVFSUGjdubHW7+J0IZKi0vv/+e7322ms6ePCg2rZtq6SkJPNmuPv27VObNm3Ut29fvfrqq1a3ClwT54ayhQsXml8wFBYWavTo0Zo1a5Z2797NFw+oMEpCV2ZmppKSkuTm5qbHH39c99xzj6TfvmgYNWqU3nrrLe3YsYNRX1R4y5YtU9++ffXvf/9bd911lyTp7rvv1qpVqxQREaE9e/bovvvu0/3336877riDm0NXUEzqgUpp8+bNateunQ4cOCAPDw+NHTtW06dPV7Vq1ZSbm6v27durR48eeuWVVyQxYQcqvnOP4ZJp7H19ffXVV1/Jw8ND9957r3744QcVFxcrKSlJ8+bNU0ZGBmEM163Tp0+XWlYy8cztt9+umTNnqqioSG+88YYWLVokSXr66af13nvvae3atYQxVApdu3bVoEGD9Mknn0iSHnroIW3dulUbNmzQG2+8ocTERH322Wfy9fWVxC16KipGyFDpbNmyRZGRkfrLX/6iF154QcXFxUpMTJSrq6umTp2qAwcOaNGiRUpMTOSbJFRolzold//+/Vq9erUGDhxojpQVFBSoWbNm+vzzz/Xtt99yfSSuWwcPHtRf/vIXPf744+rYsaOk/03YkZWVpYyMDPXu3ds8fbF69eoqKCjQmjVrlJaWxrGNSuW9997T7Nmz5eXlpV27dulf//qXWrduba4/deqUatSoYWGH+L0YIUOlkpWVpc6dOys2NlYvvPCCpN9uHHrkyBGtWLFCYWFheuqpp1S7dm1JfJOEiuv777/XyJEj1bdvX7300kuSfpthseT6yKioKK1fv16GYcjX11dLliyRi4uLPvroI35hxXWvoKBABw4c0EsvvaS0tDRJkpubm/bu3atmzZrpu+++09mzZ3XbbbdpxowZOnz4sDZv3qw1a9ZwbKPCOneM5NzbkDz44INyd3dXWlqaFi9e7BTGJHHz50qAQIZKpbi4WI0aNVJBQYG+++47SdKUKVP0xRdfqG/fvhozZoy2b9+uF154QZs3b7a4W6BsrvSU3JkzZ5pfOvj6+mrZsmXat28fUyHjunfjjTfq3XffVXFxsSZOnKh169ZJktq0aaM///nPevHFF1WtWjUZhqHmzZtrwYIFysjI4NhGhWMYRqmzHc6cOSMXFxdlZWXp3XfflSQ9/vjjatmypXmD6HPDG18uV3ycsohKZ8+ePRo5cqTc3d3l5+enRYsW6f3331d0dLSk326y2LBhQ73xxhsaMmSIxd0CV4dTclGVlPw8l6S+ffuqXr16io6OVrVqv32ffKHTdoGK4komH+vXr59eeeUV7du3Tx07dtR9992nSZMmWd06yhkjZKh0QkJC9Morr+jUqVNasGCBxowZo+joaBmGoaKiIrm4uKh58+by8fGxulXgqnBKLqqakJAQvfrqq6pWrZo+/fRT1apVyymM2Ww2jnNUSFd6psOMGTNkGIYaNGigRx99VAsWLNDJkyeZjKySIZChUmrcuLFmz56tO++8U998841Wr14tm80mNzc3zZkzR/n5+YqIiLC6TeCqcEouqqKQkBDzl9KJEydqzZo1kvjCARXXli1bFBUVpYSEBC1cuFAffPCBhg4dqoMHD6qwsFAnTpxQYmKi5s6d6/SlQ+/evZWWliZPT0+O/0qGUxZRqZWc7mIYhiZPnqxly5Zp/PjxWrNmDTcMRYXEKbmoqvbs2aNRo0bp559/1owZMxQZGWl1S8BVy8rK0h133KGOHTvqH//4h7n8vvvu065du/Trr7/qtttuU2xsrAYNGiRJnH5eBTBChkqt5HQXNzc3devWTc8++6zS0tIIY6iwOCUXVVVISIimTZumevXqKSgoyOp2gDIpy5kOhLHKjxEyVAm7d+/WmDFjNGnSJN16661WtwP8bv/97381bNgwubi4aOzYsbrzzjslSX/729/0wQcfaNWqVQoODra4S6D8FRYWyt3d3eo2gDLjTAecj0CGKqPkpqJAZcEpuQBQMX3//fcaPny40tLS9PzzzyspKUmGYejMmTPKzc1Vjx499Oyzz6pfv35Wt4o/AIEMACqwkutq1q9fr7y8PK1du1bh4eFWtwUAuAzOdEAJAhkAVHCckgsAFRNnOkAikAFApcApuQBQMXGmA5hlEQAqAcIYAFRMISEhmj59uiIjI/Wf//yHMFYFMUIGAAAAWIwzHaouAhkAAAAAWIRTFgEAAADAIgQyAAAAALAIgQwAAAAALEIgAwAAAACLEMgAAAAAwCIEMgAAAACwCIEMAAAAACxCIAMAVEqDBw+WzWbTlClTnJZ/9tlnstls5vOVK1fKZrNd8JGTkyNJmjBhgrmsWrVqCgoK0sCBA5WVlXXR9+/QocNFt2uz2dSwYcNrst8AgIqFQAYAqLSqV6+uqVOnKi8v77K1u3fvVnZ2ttPDz8/PXH/rrbcqOztbBw4c0Mcff6ytW7eqf//+F93ep59+am5n/fr1kqSvv/7aXLZhw4bfv4MAgAqPQAYAqLS6dOmigIAATZ48+bK1fn5+CggIcHpUq/a//yZdXV0VEBCgoKAg3XnnnUpISFB6erry8/MvuD0fHx9zO3Xr1pUk1alTx1w2ffp0NW7cWDVr1tSNN96ov/71ryoqKnLaxsSJE+Xn5ycvLy89+uijevrpp3X77beb61euXKnWrVvL09NTN9xwg9q2bat9+/aV4ZMCAFiFQAYAqLRcXFw0adIkvfbaazpw4EC5bTcnJ0effvqpXFxc5OLiUqZteHl5af78+dqxY4deeeUVvfnmm5oxY4a5fsGCBXrhhRc0depUZWRkqH79+po9e7a5/syZM+rdu7fat2+vLVu2aO3atRoyZIjT6ZgAgOufq9UNAABwLd177726/fbbNX78eM2bN++idfXq1XN6/qc//Um7d+82n2/dulW1atXS2bNnderUKUnSyJEj5enpWaa+nn32WfPPDRs2VFJSkj7++GONGTNGkvTaa6/pkUce0UMPPSRJ+tvf/qalS5fqxIkTkqT8/Hw5HA7FxsbqpptukiQ1adKkTL0AAKxDIAMAVHpTp05Vp06dlJSUdNGa1atXy8vLy3zu6ur8X2RoaKgWLVqkgoICff755/rnP/+pF154ocw9/etf/9LMmTP1ww8/6MSJEzpz5oy8vb3N9bt379awYcOcXtO6dWstX75c0m+nRA4ePFgxMTHq2rWrunTpov79+yswMLDMPQEA/nicsggAqPTuuusuxcTEaNy4cRetadSokW6++Wbzcf4siO7u7rr55pt16623aty4cbr99tv1+OOPl6mf9PR03Xffferevbv+/e9/6z//+Y+eeeYZFRYWOtWdf/qhYRhOz9955x2tXbtWbdq00ccff6zGjRsrPT29TD0BAKxBIAMAVAlTpkzRF198oTVr1pTL9v7617/qo48+0qZNm676td99950aNGigZ555Ri1btlRISEipyThCQ0PN2RlLbNy4sdS2WrRoobFjx2rNmjUKCwvThx9+eNX9AACswymLAIAqoVmzZho4cKBee+21C67Pzc3V6dOnnZbVqVNHbm5uF6y/8cYbdc899+hvf/ub/v3vf19VLzfffLP279+vlJQUtWrVSosXL9bChQudakaMGKGEhAS1bNnSHAHbsmWLbrzxRknS3r17NXfuXPXq1UtBQUHavXu3vv/+ez344INX1QsAwFqMkAEAqoznn3++1Gl/JUJDQxUYGOj0yMjIuOT2kpKStHjxYq1bt+6q+rjnnnv0l7/8RcOHD9ftt9+uNWvW6K9//atTzcCBAzV27FiNHj1ad9xxh/bu3avBgwerevXqkqSaNWtq165d6tu3rxo3bqwhQ4Zo+PDhGjp06FX1AgCwls242P9MAADgutK1a1cFBATo/ffft7oVAEA54ZRFAACuQ7/++qveeOMNxcTEyMXFRR999JG+/vprLVu2zOrWAADliBEyAACuQ6dOnVLPnj21adMmFRQUKDQ0VM8++6z69OljdWsAgHJEIAMAAAAAizCpBwAAAABYhEAGAAAAABYhkAEAAACARQhkAAAAAGARAhkAAAAAWIRABgAAAAAWIZABAAAAgEUIZAAAAABgEQIZAAAAAFjk/wPdgmXnEnITgwAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "<Figure size 1000x500 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def visualize_data(data):\n",
+ " ner_counts = {}\n",
+ " for ner_tags in data['ner_tags']:\n",
+ " for ner_tag in ner_tags:\n",
+ " if ner_tag in ner_counts:\n",
+ " ner_counts[ner_tag] += 1\n",
+ " else:\n",
+ " ner_counts[ner_tag] = 1\n",
+ " \n",
+ " plt.figure(figsize=(10, 5))\n",
+ " plt.bar(ner_counts.keys(), ner_counts.values(), color='purple')\n",
+ " plt.xlabel('NER Tags')\n",
+ " plt.ylabel('Count')\n",
+ " plt.title('Occurrences of NER Tags')\n",
+ " plt.xticks(rotation=45)\n",
+ " plt.show()\n",
+ "\n",
+ "visualize_data(train_dataset)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "5f38e030",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.preprocessing import MultiLabelBinarizer\n",
+ "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
+ "from tensorflow.keras.preprocessing.text import Tokenizer"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "13d6f5b6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Tokenizer and padding sequences\n",
+ "tokenizer = Tokenizer()\n",
+ "tokenizer.fit_on_texts(train_dataset[\"tokens\"].apply(\" \".join))\n",
+ "max_length = max([len(tokens) for tokens in train_dataset[\"tokens\"]])\n",
+ "\n",
+ "def preprocess_data(dataset):\n",
+ " sequences = tokenizer.texts_to_sequences(dataset[\"tokens\"].apply(\" \".join))\n",
+ " padded_sequences = pad_sequences(sequences, maxlen=max_length, padding='post')\n",
+ " return padded_sequences\n",
+ "\n",
+ "X_train = preprocess_data(train_dataset)\n",
+ "X_validate = preprocess_data(validate_dataset)\n",
+ "X_test = preprocess_data(test_dataset)\n",
+ "\n",
+ "mlb = MultiLabelBinarizer()\n",
+ "y_train = mlb.fit_transform(train_dataset[\"ner_tags\"])\n",
+ "y_validate = mlb.transform(validate_dataset[\"ner_tags\"])\n",
+ "y_test = mlb.transform(test_dataset[\"ner_tags\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "a18f590c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.feature_extraction.text import TfidfVectorizer\n",
+ "from sklearn.tree import DecisionTreeClassifier\n",
+ "from sklearn.multioutput import MultiOutputClassifier"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "f5f4c603",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "train_tokens = [' '.join(instance) for instance in train_dataset[\"tokens\"]]\n",
+ "validate_tokens = [' '.join(instance) for instance in validate_dataset[\"tokens\"]]\n",
+ "test_tokens = [' '.join(instance) for instance in test_dataset[\"tokens\"]]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "7f568aad",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "tfidf_vectorizer = TfidfVectorizer()\n",
+ "X_train_tfidf = tfidf_vectorizer.fit_transform(train_tokens)\n",
+ "X_validate_tfidf = tfidf_vectorizer.transform(validate_tokens)\n",
+ "X_test_tfidf = tfidf_vectorizer.transform(test_tokens)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "772f6736",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<style>#sk-container-id-1 {color: black;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"â–¸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"â–¾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item sk-dashed-wrapped\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" ><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">MultiOutputClassifier</label><div class=\"sk-toggleable__content\"><pre>MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)</pre></div></div></div><div class=\"sk-parallel\"><div class=\"sk-parallel-item\"><div class=\"sk-item\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" ><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">estimator: DecisionTreeClassifier</label><div class=\"sk-toggleable__content\"><pre>DecisionTreeClassifier()</pre></div></div></div><div class=\"sk-serial\"><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-3\" type=\"checkbox\" ><label for=\"sk-estimator-id-3\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">DecisionTreeClassifier</label><div class=\"sk-toggleable__content\"><pre>DecisionTreeClassifier()</pre></div></div></div></div></div></div></div></div></div></div>"
+ ],
+ "text/plain": [
+ "MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "decision_tree = DecisionTreeClassifier()\n",
+ "classifier = MultiOutputClassifier(decision_tree, n_jobs=-1)\n",
+ "classifier.fit(X_train_tfidf, y_train)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "0977694f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Validation Accuracy: 0.4365079365079365\n",
+ "Test Accuracy: 0.5098039215686274\n",
+ "Validation Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " B-AC 0.93 0.81 0.87 116\n",
+ " B-LF 0.83 0.70 0.76 101\n",
+ " B-O 1.00 1.00 1.00 126\n",
+ " I-LF 0.74 0.74 0.74 90\n",
+ "\n",
+ " micro avg 0.89 0.83 0.86 433\n",
+ " macro avg 0.88 0.81 0.84 433\n",
+ "weighted avg 0.89 0.83 0.85 433\n",
+ " samples avg 0.90 0.85 0.83 433\n",
+ "\n",
+ "Test Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " B-AC 0.91 0.86 0.89 131\n",
+ " B-LF 0.82 0.75 0.78 113\n",
+ " B-O 1.00 1.00 1.00 153\n",
+ " I-LF 0.77 0.75 0.76 100\n",
+ "\n",
+ " micro avg 0.89 0.86 0.87 497\n",
+ " macro avg 0.87 0.84 0.86 497\n",
+ "weighted avg 0.89 0.86 0.87 497\n",
+ " samples avg 0.90 0.88 0.85 497\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.metrics import accuracy_score, classification_report, f1_score, multilabel_confusion_matrix\n",
+ "import seaborn as sns\n",
+ "\n",
+ "# Predict and evaluate\n",
+ "validate_predictions = classifier.predict(X_validate_tfidf)\n",
+ "test_predictions = classifier.predict(X_test_tfidf)\n",
+ "\n",
+ "validate_accuracy = accuracy_score(y_validate, validate_predictions)\n",
+ "test_accuracy = accuracy_score(y_test, test_predictions)\n",
+ "\n",
+ "print(\"Validation Accuracy:\", validate_accuracy)\n",
+ "print(\"Test Accuracy:\", test_accuracy)\n",
+ "\n",
+ "print(\"Validation Classification Report:\")\n",
+ "print(classification_report(y_validate, validate_predictions, target_names=mlb.classes_))\n",
+ "\n",
+ "print(\"Test Classification Report:\")\n",
+ "print(classification_report(y_test, test_predictions, target_names=mlb.classes_))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "80720969",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Validation F1 Score (Micro): 0.8564593301435407\n",
+ "Validation F1 Score (Macro): 0.8425405450547766\n",
+ "Test F1 Score (Micro): 0.8729508196721311\n",
+ "Test F1 Score (Macro): 0.8568151014071317\n"
+ ]
+ }
+ ],
+ "source": [
+ "validation_f1_micro = f1_score(y_validate, validate_predictions, average='micro')\n",
+ "validation_f1_macro = f1_score(y_validate, validate_predictions, average='macro')\n",
+ "test_f1_micro = f1_score(y_test, test_predictions, average='micro')\n",
+ "test_f1_macro = f1_score(y_test, test_predictions, average='macro')\n",
+ "\n",
+ "print(\"Validation F1 Score (Micro):\", validation_f1_micro)\n",
+ "print(\"Validation F1 Score (Macro):\", validation_f1_macro)\n",
+ "print(\"Test F1 Score (Micro):\", test_f1_micro)\n",
+ "print(\"Test F1 Score (Macro):\", test_f1_macro)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "4a68bb4c",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Multilabel Confusion Matrix for Validation Set:\n",
+ "Confusion matrix for label 'B-AC':\n",
+ "[[ 3 7]\n",
+ " [22 94]]\n",
+ "\n",
+ "Confusion matrix for label 'B-LF':\n",
+ "[[10 15]\n",
+ " [30 71]]\n",
+ "\n",
+ "Confusion matrix for label 'B-O':\n",
+ "[[ 0 0]\n",
+ " [ 0 126]]\n",
+ "\n",
+ "Confusion matrix for label 'I-LF':\n",
+ "[[13 23]\n",
+ " [23 67]]\n",
+ "\n",
+ "Multilabel Confusion Matrix for Test Set:\n",
+ "Confusion matrix for label 'B-AC':\n",
+ "[[ 11 11]\n",
+ " [ 18 113]]\n",
+ "\n",
+ "Confusion matrix for label 'B-LF':\n",
+ "[[21 19]\n",
+ " [28 85]]\n",
+ "\n",
+ "Confusion matrix for label 'B-O':\n",
+ "[[ 0 0]\n",
+ " [ 0 153]]\n",
+ "\n",
+ "Confusion matrix for label 'I-LF':\n",
+ "[[30 23]\n",
+ " [25 75]]\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "validation_multilabel_conf_matrix = multilabel_confusion_matrix(y_validate, validate_predictions)\n",
+ "test_multilabel_conf_matrix = multilabel_confusion_matrix(y_test, test_predictions)\n",
+ "\n",
+ "print(\"Multilabel Confusion Matrix for Validation Set:\")\n",
+ "for i, label in enumerate(mlb.classes_):\n",
+ " print(f\"Confusion matrix for label '{label}':\")\n",
+ " print(validation_multilabel_conf_matrix[i])\n",
+ " print()\n",
+ "\n",
+ "print(\"Multilabel Confusion Matrix for Test Set:\")\n",
+ "for i, label in enumerate(mlb.classes_):\n",
+ " print(f\"Confusion matrix for label '{label}':\")\n",
+ " print(test_multilabel_conf_matrix[i])\n",
+ " print()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "a7437e69",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 1200x1000 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 1200x1000 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot_multilabel_confusion_matrix(conf_matrix, classes, title):\n",
+ " plt.figure(figsize=(12, 10))\n",
+ " for i in range(len(classes)):\n",
+ " plt.subplot(3, 3, i + 1)\n",
+ " sns.heatmap(conf_matrix[i], annot=True, fmt=\"d\", cmap=\"BuPu\", cbar=False)\n",
+ " plt.title(f'Confusion matrix for {classes[i]}')\n",
+ " plt.xlabel('Predicted')\n",
+ " plt.ylabel('True')\n",
+ " plt.suptitle(title)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "plot_multilabel_confusion_matrix(validation_multilabel_conf_matrix, mlb.classes_, 'Multilabel Confusion Matrix - Validation Set')\n",
+ "plot_multilabel_confusion_matrix(test_multilabel_conf_matrix, mlb.classes_, 'Multilabel Confusion Matrix - Test Set')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "ca02aefa",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "a9299669",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Validation Errors:\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O',)\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O')\n",
+ "\n",
+ "Test Errors:\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O',)\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n"
+ ]
+ }
+ ],
+ "source": [
+ "def error_analysis(true_labels, predicted_labels):\n",
+ " errors = []\n",
+ " for true_label, pred_label in zip(true_labels, predicted_labels):\n",
+ " if not np.array_equal(true_label, pred_label):\n",
+ " errors.append((np.array(true_label), np.array(pred_label)))\n",
+ " return errors\n",
+ "\n",
+ "validation_errors = error_analysis(y_validate, validate_predictions)\n",
+ "test_errors = error_analysis(y_test, test_predictions)\n",
+ "\n",
+ "print(\"\\nValidation Errors:\")\n",
+ "for error in validation_errors[:10]:\n",
+ " true_label, predicted_label = error\n",
+ " print(\"True Label:\", mlb.inverse_transform(true_label.reshape(1, -1))[0], \"| Predicted Label:\", mlb.inverse_transform(predicted_label.reshape(1, -1))[0])\n",
+ "\n",
+ "print(\"\\nTest Errors:\")\n",
+ "for error in test_errors[:10]:\n",
+ " true_label, predicted_label = error\n",
+ " print(\"True Label:\", mlb.inverse_transform(true_label.reshape(1, -1))[0], \"| Predicted Label:\", mlb.inverse_transform(predicted_label.reshape(1, -1))[0])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "6bbe90b9",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['group_coursework_group17_tfidf_vectorizer.pkl']"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import joblib\n",
+ "joblib.dump(classifier, 'group_coursework_group17_model.pkl')\n",
+ "joblib.dump(tfidf_vectorizer, 'group_coursework_group17_tfidf_vectorizer.pkl')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "38950cd4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: flask in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (3.0.0)\n",
+ "Requirement already satisfied: Werkzeug>=3.0.0 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from flask) (3.0.3)\n",
+ "Requirement already satisfied: Jinja2>=3.1.2 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from flask) (3.1.2)\n",
+ "Requirement already satisfied: itsdangerous>=2.1.2 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from flask) (2.2.0)\n",
+ "Requirement already satisfied: click>=8.1.3 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from flask) (8.1.7)\n",
+ "Requirement already satisfied: blinker>=1.6.2 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from flask) (1.8.2)\n",
+ "Requirement already satisfied: MarkupSafe>=2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from Jinja2>=3.1.2->flask) (2.1.1)\n",
+ "Note: you may need to restart the kernel to use updated packages.\n"
+ ]
+ }
+ ],
+ "source": [
+ "pip install flask"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "1ef63b56",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "SyntaxError",
+ "evalue": "invalid syntax (945115591.py, line 1)",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;36m Cell \u001b[0;32mIn[26], line 1\u001b[0;36m\u001b[0m\n\u001b[0;31m python app.py\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
+ ]
+ }
+ ],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8f888837",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/.ipynb_checkpoints/app.py-checkpoint.ipynb b/.ipynb_checkpoints/app.py-checkpoint.ipynb
new file mode 100644
index 0000000..cdbc7c8
--- /dev/null
+++ b/.ipynb_checkpoints/app.py-checkpoint.ipynb
@@ -0,0 +1,131 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cc9399ae",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " * Serving Flask app '__main__'\n",
+ " * Debug mode: on\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.\n",
+ " * Running on http://127.0.0.1:5000\n",
+ "Press CTRL+C to quit\n",
+ "127.0.0.1 - - [24/May/2024 05:25:37] \"GET / HTTP/1.1\" 404 -\n",
+ "127.0.0.1 - - [24/May/2024 05:25:37] \"GET /favicon.ico HTTP/1.1\" 404 -\n",
+ "127.0.0.1 - - [24/May/2024 05:25:53] \"POST /predict HTTP/1.1\" 500 -\n",
+ "Traceback (most recent call last):\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1478, in __call__\n",
+ " return self.wsgi_app(environ, start_response)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1458, in wsgi_app\n",
+ " response = self.handle_exception(e)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1455, in wsgi_app\n",
+ " response = self.full_dispatch_request()\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 869, in full_dispatch_request\n",
+ " rv = self.handle_user_exception(e)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 867, in full_dispatch_request\n",
+ " rv = self.dispatch_request()\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 852, in dispatch_request\n",
+ " return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/var/folders/mm/t94p5yzd545_n6j2_smf48580000gn/T/ipykernel_26306/627883644.py\", line 17, in predict\n",
+ " prediction_labels = mlb.inverse_transform(prediction)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ "NameError: name 'mlb' is not defined\n",
+ "127.0.0.1 - - [24/May/2024 05:26:28] \"POST /predict HTTP/1.1\" 500 -\n",
+ "Traceback (most recent call last):\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1478, in __call__\n",
+ " return self.wsgi_app(environ, start_response)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1458, in wsgi_app\n",
+ " response = self.handle_exception(e)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 1455, in wsgi_app\n",
+ " response = self.full_dispatch_request()\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 869, in full_dispatch_request\n",
+ " rv = self.handle_user_exception(e)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 867, in full_dispatch_request\n",
+ " rv = self.dispatch_request()\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/Users/shubhamchoudhary/.local/lib/python3.11/site-packages/flask/app.py\", line 852, in dispatch_request\n",
+ " return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ " File \"/var/folders/mm/t94p5yzd545_n6j2_smf48580000gn/T/ipykernel_26306/627883644.py\", line 17, in predict\n",
+ " prediction_labels = mlb.inverse_transform(prediction)\n",
+ " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
+ "NameError: name 'mlb' is not defined\n"
+ ]
+ }
+ ],
+ "source": [
+ "from flask import Flask, request, jsonify\n",
+ "import joblib\n",
+ "\n",
+ "app = Flask(__name__)\n",
+ "\n",
+ "# Load the trained model and TF-IDF vectorizer\n",
+ "model = joblib.load('group_coursework_group17_model.pkl')\n",
+ "tfidf_vectorizer = joblib.load('group_coursework_group17_tfidf_vectorizer.pkl')\n",
+ "\n",
+ "@app.route('/predict', methods=['POST'])\n",
+ "def predict():\n",
+ " data = request.json\n",
+ " tokens = data['tokens']\n",
+ " tokens_str = ' '.join(tokens)\n",
+ " tokens_tfidf = tfidf_vectorizer.transform([tokens_str])\n",
+ " prediction = model.predict(tokens_tfidf)\n",
+ " prediction_labels = mlb.inverse_transform(prediction)\n",
+ " return jsonify({'predicted_ner_tags': prediction_labels[0]})\n",
+ "\n",
+ "if __name__ == '__main__':\n",
+ " app.run(debug=True, use_reloader=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "15b200c5",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/.ipynb_checkpoints/test_flask_app_task3-checkpoint.ipynb b/.ipynb_checkpoints/test_flask_app_task3-checkpoint.ipynb
new file mode 100644
index 0000000..363fcab
--- /dev/null
+++ b/.ipynb_checkpoints/test_flask_app_task3-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/.ipynb_checkpoints/test_flask_app_task4-checkpoint.ipynb b/.ipynb_checkpoints/test_flask_app_task4-checkpoint.ipynb
new file mode 100644
index 0000000..363fcab
--- /dev/null
+++ b/.ipynb_checkpoints/test_flask_app_task4-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/.ipynb_checkpoints/train_model.py-checkpoint.ipynb b/.ipynb_checkpoints/train_model.py-checkpoint.ipynb
new file mode 100644
index 0000000..7169127
--- /dev/null
+++ b/.ipynb_checkpoints/train_model.py-checkpoint.ipynb
@@ -0,0 +1,120 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "2f12128c",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Found cached dataset parquet (/Users/shubhamchoudhary/.cache/huggingface/datasets/surrey-nlp___parquet/surrey-nlp--PLOD-CW-843ef47e3e665cc1/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "95323e936b0142e38d99dc5eb57ccef2",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ " 0%| | 0/3 [00:00<?, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Model training and saving completed successfully.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# train_model.py\n",
+ "\n",
+ "# Import necessary libraries\n",
+ "from datasets import load_dataset\n",
+ "import pandas as pd\n",
+ "from sklearn.feature_extraction.text import TfidfVectorizer\n",
+ "from sklearn.tree import DecisionTreeClassifier\n",
+ "from sklearn.multioutput import MultiOutputClassifier\n",
+ "from sklearn.preprocessing import MultiLabelBinarizer\n",
+ "import joblib\n",
+ "\n",
+ "# Load dataset\n",
+ "dataset = load_dataset('surrey-nlp/PLOD-CW')\n",
+ "train_data = dataset['train']\n",
+ "validation_data = dataset['validation']\n",
+ "test_data = dataset['test']\n",
+ "\n",
+ "# Preprocess the data\n",
+ "def preprocess_data(data):\n",
+ " tokens = [' '.join(instance['tokens']) for instance in data]\n",
+ " ner_tags = [instance['ner_tags'] for instance in data]\n",
+ " return tokens, ner_tags\n",
+ "\n",
+ "train_tokens, train_ner_tags = preprocess_data(train_data)\n",
+ "validate_tokens, validate_ner_tags = preprocess_data(validation_data)\n",
+ "test_tokens, test_ner_tags = preprocess_data(test_data)\n",
+ "\n",
+ "mlb = MultiLabelBinarizer()\n",
+ "y_train = mlb.fit_transform(train_ner_tags)\n",
+ "y_validate = mlb.transform(validate_ner_tags)\n",
+ "y_test = mlb.transform(test_ner_tags)\n",
+ "\n",
+ "# Vectorize tokens using TF-IDF\n",
+ "tfidf_vectorizer = TfidfVectorizer()\n",
+ "X_train = tfidf_vectorizer.fit_transform(train_tokens)\n",
+ "X_validate = tfidf_vectorizer.transform(validate_tokens)\n",
+ "X_test = tfidf_vectorizer.transform(test_tokens)\n",
+ "\n",
+ "# Train the model\n",
+ "decision_tree = DecisionTreeClassifier()\n",
+ "classifier = MultiOutputClassifier(decision_tree, n_jobs=-1)\n",
+ "classifier.fit(X_train, y_train)\n",
+ "\n",
+ "# Save the model, vectorizer, and MultiLabelBinarizer\n",
+ "joblib.dump(classifier, 'group_coursework_group17_model.pkl')\n",
+ "joblib.dump(tfidf_vectorizer, 'group_coursework_group17_tfidf_vectorizer.pkl')\n",
+ "joblib.dump(mlb, 'group_coursework_group17_mlb.pkl')\n",
+ "\n",
+ "print(\"Model training and saving completed successfully.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "895197d0",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/TFIDF Vectorization.ipynb b/TFIDF Vectorization.ipynb
new file mode 100644
index 0000000..0d77d85
--- /dev/null
+++ b/TFIDF Vectorization.ipynb
@@ -0,0 +1,633 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "c452104a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: pandas in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (1.4.1)\n",
+ "Requirement already satisfied: seaborn in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (0.12.2)\n",
+ "Requirement already satisfied: matplotlib in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (3.7.2)\n",
+ "Requirement already satisfied: numpy in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (1.24.3)\n",
+ "Requirement already satisfied: tensorflow in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (2.16.1)\n",
+ "Requirement already satisfied: datasets in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (2.12.0)\n",
+ "Requirement already satisfied: scikit-learn in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (1.3.0)\n",
+ "Requirement already satisfied: nltk in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (3.8.1)\n",
+ "Requirement already satisfied: python-dateutil>=2.8.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from pandas) (2.8.2)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from pandas) (2023.3.post1)\n",
+ "Requirement already satisfied: contourpy>=1.0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (1.0.5)\n",
+ "Requirement already satisfied: cycler>=0.10 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (0.11.0)\n",
+ "Requirement already satisfied: fonttools>=4.22.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (4.25.0)\n",
+ "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (1.4.4)\n",
+ "Requirement already satisfied: packaging>=20.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (23.1)\n",
+ "Requirement already satisfied: pillow>=6.2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (9.4.0)\n",
+ "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from matplotlib) (3.0.9)\n",
+ "Requirement already satisfied: absl-py>=1.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.1.0)\n",
+ "Requirement already satisfied: astunparse>=1.6.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.6.3)\n",
+ "Requirement already satisfied: flatbuffers>=23.5.26 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (24.3.25)\n",
+ "Requirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.5.4)\n",
+ "Requirement already satisfied: google-pasta>=0.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.2.0)\n",
+ "Requirement already satisfied: h5py>=3.10.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.11.0)\n",
+ "Requirement already satisfied: libclang>=13.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (18.1.1)\n",
+ "Requirement already satisfied: ml-dtypes~=0.3.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.3.2)\n",
+ "Requirement already satisfied: opt-einsum>=2.3.2 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.3.0)\n",
+ "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (4.25.3)\n",
+ "Requirement already satisfied: requests<3,>=2.21.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.31.0)\n",
+ "Requirement already satisfied: setuptools in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (68.0.0)\n",
+ "Requirement already satisfied: six>=1.12.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.16.0)\n",
+ "Requirement already satisfied: termcolor>=1.1.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.4.0)\n",
+ "Requirement already satisfied: typing-extensions>=3.6.6 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (4.10.0)\n",
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+ "Requirement already satisfied: grpcio<2.0,>=1.24.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (1.62.1)\n",
+ "Requirement already satisfied: tensorboard<2.17,>=2.16 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (2.16.2)\n",
+ "Requirement already satisfied: keras>=3.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (3.2.1)\n",
+ "Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorflow) (0.36.0)\n",
+ "Requirement already satisfied: pyarrow>=8.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (11.0.0)\n",
+ "Requirement already satisfied: dill<0.3.7,>=0.3.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.3.6)\n",
+ "Requirement already satisfied: tqdm>=4.62.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (4.65.0)\n",
+ "Requirement already satisfied: xxhash in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (2.0.2)\n",
+ "Requirement already satisfied: multiprocess in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.70.14)\n",
+ "Requirement already satisfied: fsspec[http]>=2021.11.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (2023.4.0)\n",
+ "Requirement already satisfied: aiohttp in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (3.8.5)\n",
+ "Requirement already satisfied: huggingface-hub<1.0.0,>=0.11.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.15.1)\n",
+ "Requirement already satisfied: responses<0.19 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (0.13.3)\n",
+ "Requirement already satisfied: pyyaml>=5.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from datasets) (6.0)\n",
+ "Requirement already satisfied: scipy>=1.5.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (1.11.1)\n",
+ "Requirement already satisfied: joblib>=1.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (1.2.0)\n",
+ "Requirement already satisfied: threadpoolctl>=2.0.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from scikit-learn) (2.2.0)\n",
+ "Requirement already satisfied: click in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from nltk) (8.1.7)\n",
+ "Requirement already satisfied: regex>=2021.8.3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from nltk) (2022.7.9)\n",
+ "Requirement already satisfied: wheel<1.0,>=0.23.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from astunparse>=1.6.0->tensorflow) (0.38.4)\n",
+ "Requirement already satisfied: attrs>=17.3.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (22.1.0)\n",
+ "Requirement already satisfied: charset-normalizer<4.0,>=2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (2.0.4)\n",
+ "Requirement already satisfied: multidict<7.0,>=4.5 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (6.0.2)\n",
+ "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (4.0.2)\n",
+ "Requirement already satisfied: yarl<2.0,>=1.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.8.1)\n",
+ "Requirement already satisfied: frozenlist>=1.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.3.3)\n",
+ "Requirement already satisfied: aiosignal>=1.1.2 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from aiohttp->datasets) (1.2.0)\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: filelock in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from huggingface-hub<1.0.0,>=0.11.0->datasets) (3.9.0)\n",
+ "Requirement already satisfied: rich in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (13.7.1)\n",
+ "Requirement already satisfied: namex in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (0.0.7)\n",
+ "Requirement already satisfied: optree in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from keras>=3.0.0->tensorflow) (0.11.0)\n",
+ "Requirement already satisfied: idna<4,>=2.5 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (3.4)\n",
+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (1.26.16)\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorflow) (2023.7.22)\n",
+ "Requirement already satisfied: markdown>=2.6.8 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (3.4.1)\n",
+ "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (0.7.2)\n",
+ "Requirement already satisfied: werkzeug>=1.0.1 in /Users/shubhamchoudhary/.local/lib/python3.11/site-packages (from tensorboard<2.17,>=2.16->tensorflow) (3.0.3)\n",
+ "Requirement already satisfied: MarkupSafe>=2.1.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from werkzeug>=1.0.1->tensorboard<2.17,>=2.16->tensorflow) (2.1.1)\n",
+ "Requirement already satisfied: markdown-it-py>=2.2.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from rich->keras>=3.0.0->tensorflow) (2.2.0)\n",
+ "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from rich->keras>=3.0.0->tensorflow) (2.15.1)\n",
+ "Requirement already satisfied: mdurl~=0.1 in /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages (from markdown-it-py>=2.2.0->rich->keras>=3.0.0->tensorflow) (0.1.0)\n",
+ "Note: you may need to restart the kernel to use updated packages.\n"
+ ]
+ }
+ ],
+ "source": [
+ "pip install pandas seaborn matplotlib numpy tensorflow datasets scikit-learn nltk"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "01e2e433",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from datasets import load_dataset\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "b7e2773f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Found cached dataset parquet (/Users/shubhamchoudhary/.cache/huggingface/datasets/surrey-nlp___parquet/surrey-nlp--PLOD-CW-843ef47e3e665cc1/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "43d69c868fa7480f91c40c164d9ce68c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ " 0%| | 0/3 [00:00<?, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "dataset = load_dataset(\"surrey-nlp/PLOD-CW\")\n",
+ "train_dataset = pd.DataFrame(dataset[\"train\"])\n",
+ "validate_dataset = pd.DataFrame(dataset[\"validation\"])\n",
+ "test_dataset = pd.DataFrame(dataset[\"test\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "588e76b0",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1000x500 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def visualize_data(data):\n",
+ " ner_counts = {}\n",
+ " for ner_tags in data['ner_tags']:\n",
+ " for ner_tag in ner_tags:\n",
+ " if ner_tag in ner_counts:\n",
+ " ner_counts[ner_tag] += 1\n",
+ " else:\n",
+ " ner_counts[ner_tag] = 1\n",
+ " \n",
+ " plt.figure(figsize=(10, 5))\n",
+ " plt.bar(ner_counts.keys(), ner_counts.values(), color='purple')\n",
+ " plt.xlabel('NER Tags')\n",
+ " plt.ylabel('Count')\n",
+ " plt.title('Occurrences of NER Tags')\n",
+ " plt.xticks(rotation=45)\n",
+ " plt.show()\n",
+ "\n",
+ "visualize_data(train_dataset)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "0d3e2ca5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.preprocessing import MultiLabelBinarizer\n",
+ "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
+ "from tensorflow.keras.preprocessing.text import Tokenizer"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "602ab8e1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Tokenizer and padding sequences\n",
+ "tokenizer = Tokenizer()\n",
+ "tokenizer.fit_on_texts(train_dataset[\"tokens\"].apply(\" \".join))\n",
+ "max_length = max([len(tokens) for tokens in train_dataset[\"tokens\"]])\n",
+ "\n",
+ "def preprocess_data(dataset):\n",
+ " sequences = tokenizer.texts_to_sequences(dataset[\"tokens\"].apply(\" \".join))\n",
+ " padded_sequences = pad_sequences(sequences, maxlen=max_length, padding='post')\n",
+ " return padded_sequences\n",
+ "\n",
+ "X_train = preprocess_data(train_dataset)\n",
+ "X_validate = preprocess_data(validate_dataset)\n",
+ "X_test = preprocess_data(test_dataset)\n",
+ "\n",
+ "mlb = MultiLabelBinarizer()\n",
+ "y_train = mlb.fit_transform(train_dataset[\"ner_tags\"])\n",
+ "y_validate = mlb.transform(validate_dataset[\"ner_tags\"])\n",
+ "y_test = mlb.transform(test_dataset[\"ner_tags\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "1ac34e94",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.feature_extraction.text import TfidfVectorizer\n",
+ "from sklearn.tree import DecisionTreeClassifier\n",
+ "from sklearn.multioutput import MultiOutputClassifier"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "35fc13f2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "train_tokens = [' '.join(instance) for instance in train_dataset[\"tokens\"]]\n",
+ "validate_tokens = [' '.join(instance) for instance in validate_dataset[\"tokens\"]]\n",
+ "test_tokens = [' '.join(instance) for instance in test_dataset[\"tokens\"]]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "3850a81a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "tfidf_vectorizer = TfidfVectorizer()\n",
+ "X_train_tfidf = tfidf_vectorizer.fit_transform(train_tokens)\n",
+ "X_validate_tfidf = tfidf_vectorizer.transform(validate_tokens)\n",
+ "X_test_tfidf = tfidf_vectorizer.transform(test_tokens)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "e32fcc80",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<style>#sk-container-id-1 {color: black;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"â–¸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"â–¾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item sk-dashed-wrapped\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" ><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">MultiOutputClassifier</label><div class=\"sk-toggleable__content\"><pre>MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)</pre></div></div></div><div class=\"sk-parallel\"><div class=\"sk-parallel-item\"><div class=\"sk-item\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" ><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">estimator: DecisionTreeClassifier</label><div class=\"sk-toggleable__content\"><pre>DecisionTreeClassifier()</pre></div></div></div><div class=\"sk-serial\"><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-3\" type=\"checkbox\" ><label for=\"sk-estimator-id-3\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">DecisionTreeClassifier</label><div class=\"sk-toggleable__content\"><pre>DecisionTreeClassifier()</pre></div></div></div></div></div></div></div></div></div></div>"
+ ],
+ "text/plain": [
+ "MultiOutputClassifier(estimator=DecisionTreeClassifier(), n_jobs=-1)"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "decision_tree = DecisionTreeClassifier()\n",
+ "classifier = MultiOutputClassifier(decision_tree, n_jobs=-1)\n",
+ "classifier.fit(X_train_tfidf, y_train)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "bd4d92b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Validation Accuracy: 0.4365079365079365\n",
+ "Test Accuracy: 0.5098039215686274\n",
+ "Validation Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " B-AC 0.93 0.81 0.87 116\n",
+ " B-LF 0.83 0.70 0.76 101\n",
+ " B-O 1.00 1.00 1.00 126\n",
+ " I-LF 0.74 0.74 0.74 90\n",
+ "\n",
+ " micro avg 0.89 0.83 0.86 433\n",
+ " macro avg 0.88 0.81 0.84 433\n",
+ "weighted avg 0.89 0.83 0.85 433\n",
+ " samples avg 0.90 0.85 0.83 433\n",
+ "\n",
+ "Test Classification Report:\n",
+ " precision recall f1-score support\n",
+ "\n",
+ " B-AC 0.91 0.86 0.89 131\n",
+ " B-LF 0.82 0.75 0.78 113\n",
+ " B-O 1.00 1.00 1.00 153\n",
+ " I-LF 0.77 0.75 0.76 100\n",
+ "\n",
+ " micro avg 0.89 0.86 0.87 497\n",
+ " macro avg 0.87 0.84 0.86 497\n",
+ "weighted avg 0.89 0.86 0.87 497\n",
+ " samples avg 0.90 0.88 0.85 497\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.metrics import accuracy_score, classification_report, f1_score, multilabel_confusion_matrix\n",
+ "import seaborn as sns\n",
+ "\n",
+ "# Predict and evaluate\n",
+ "validate_predictions = classifier.predict(X_validate_tfidf)\n",
+ "test_predictions = classifier.predict(X_test_tfidf)\n",
+ "\n",
+ "validate_accuracy = accuracy_score(y_validate, validate_predictions)\n",
+ "test_accuracy = accuracy_score(y_test, test_predictions)\n",
+ "\n",
+ "print(\"Validation Accuracy:\", validate_accuracy)\n",
+ "print(\"Test Accuracy:\", test_accuracy)\n",
+ "\n",
+ "print(\"Validation Classification Report:\")\n",
+ "print(classification_report(y_validate, validate_predictions, target_names=mlb.classes_))\n",
+ "\n",
+ "print(\"Test Classification Report:\")\n",
+ "print(classification_report(y_test, test_predictions, target_names=mlb.classes_))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "d256cad8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Validation F1 Score (Micro): 0.8564593301435407\n",
+ "Validation F1 Score (Macro): 0.8425405450547766\n",
+ "Test F1 Score (Micro): 0.8729508196721311\n",
+ "Test F1 Score (Macro): 0.8568151014071317\n"
+ ]
+ }
+ ],
+ "source": [
+ "validation_f1_micro = f1_score(y_validate, validate_predictions, average='micro')\n",
+ "validation_f1_macro = f1_score(y_validate, validate_predictions, average='macro')\n",
+ "test_f1_micro = f1_score(y_test, test_predictions, average='micro')\n",
+ "test_f1_macro = f1_score(y_test, test_predictions, average='macro')\n",
+ "\n",
+ "print(\"Validation F1 Score (Micro):\", validation_f1_micro)\n",
+ "print(\"Validation F1 Score (Macro):\", validation_f1_macro)\n",
+ "print(\"Test F1 Score (Micro):\", test_f1_micro)\n",
+ "print(\"Test F1 Score (Macro):\", test_f1_macro)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "46c5500d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Multilabel Confusion Matrix for Validation Set:\n",
+ "Confusion matrix for label 'B-AC':\n",
+ "[[ 3 7]\n",
+ " [22 94]]\n",
+ "\n",
+ "Confusion matrix for label 'B-LF':\n",
+ "[[10 15]\n",
+ " [30 71]]\n",
+ "\n",
+ "Confusion matrix for label 'B-O':\n",
+ "[[ 0 0]\n",
+ " [ 0 126]]\n",
+ "\n",
+ "Confusion matrix for label 'I-LF':\n",
+ "[[13 23]\n",
+ " [23 67]]\n",
+ "\n",
+ "Multilabel Confusion Matrix for Test Set:\n",
+ "Confusion matrix for label 'B-AC':\n",
+ "[[ 11 11]\n",
+ " [ 18 113]]\n",
+ "\n",
+ "Confusion matrix for label 'B-LF':\n",
+ "[[21 19]\n",
+ " [28 85]]\n",
+ "\n",
+ "Confusion matrix for label 'B-O':\n",
+ "[[ 0 0]\n",
+ " [ 0 153]]\n",
+ "\n",
+ "Confusion matrix for label 'I-LF':\n",
+ "[[30 23]\n",
+ " [25 75]]\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "validation_multilabel_conf_matrix = multilabel_confusion_matrix(y_validate, validate_predictions)\n",
+ "test_multilabel_conf_matrix = multilabel_confusion_matrix(y_test, test_predictions)\n",
+ "\n",
+ "print(\"Multilabel Confusion Matrix for Validation Set:\")\n",
+ "for i, label in enumerate(mlb.classes_):\n",
+ " print(f\"Confusion matrix for label '{label}':\")\n",
+ " print(validation_multilabel_conf_matrix[i])\n",
+ " print()\n",
+ "\n",
+ "print(\"Multilabel Confusion Matrix for Test Set:\")\n",
+ "for i, label in enumerate(mlb.classes_):\n",
+ " print(f\"Confusion matrix for label '{label}':\")\n",
+ " print(test_multilabel_conf_matrix[i])\n",
+ " print()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "e5c35bcb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 1200x1000 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 1200x1000 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot_multilabel_confusion_matrix(conf_matrix, classes, title):\n",
+ " plt.figure(figsize=(12, 10))\n",
+ " for i in range(len(classes)):\n",
+ " plt.subplot(3, 3, i + 1)\n",
+ " sns.heatmap(conf_matrix[i], annot=True, fmt=\"d\", cmap=\"BuPu\", cbar=False)\n",
+ " plt.title(f'Confusion matrix for {classes[i]}')\n",
+ " plt.xlabel('Predicted')\n",
+ " plt.ylabel('True')\n",
+ " plt.suptitle(title)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "plot_multilabel_confusion_matrix(validation_multilabel_conf_matrix, mlb.classes_, 'Multilabel Confusion Matrix - Validation Set')\n",
+ "plot_multilabel_confusion_matrix(test_multilabel_conf_matrix, mlb.classes_, 'Multilabel Confusion Matrix - Test Set')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "aed6cd98",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "18a26a88",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Validation Errors:\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O',)\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O')\n",
+ "\n",
+ "Test Errors:\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-AC', 'B-O')\n",
+ "True Label: ('B-AC', 'B-LF', 'B-O', 'I-LF') | Predicted Label: ('B-O',)\n",
+ "True Label: ('B-AC', 'B-O') | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n",
+ "True Label: ('B-O',) | Predicted Label: ('B-AC', 'B-LF', 'B-O', 'I-LF')\n"
+ ]
+ }
+ ],
+ "source": [
+ "def error_analysis(true_labels, predicted_labels):\n",
+ " errors = []\n",
+ " for true_label, pred_label in zip(true_labels, predicted_labels):\n",
+ " if not np.array_equal(true_label, pred_label):\n",
+ " errors.append((np.array(true_label), np.array(pred_label)))\n",
+ " return errors\n",
+ "\n",
+ "validation_errors = error_analysis(y_validate, validate_predictions)\n",
+ "test_errors = error_analysis(y_test, test_predictions)\n",
+ "\n",
+ "print(\"\\nValidation Errors:\")\n",
+ "for error in validation_errors[:10]:\n",
+ " true_label, predicted_label = error\n",
+ " print(\"True Label:\", mlb.inverse_transform(true_label.reshape(1, -1))[0], \"| Predicted Label:\", mlb.inverse_transform(predicted_label.reshape(1, -1))[0])\n",
+ "\n",
+ "print(\"\\nTest Errors:\")\n",
+ "for error in test_errors[:10]:\n",
+ " true_label, predicted_label = error\n",
+ " print(\"True Label:\", mlb.inverse_transform(true_label.reshape(1, -1))[0], \"| Predicted Label:\", mlb.inverse_transform(predicted_label.reshape(1, -1))[0])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "f0cf1d01",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['group_coursework_group17_tfidf_vectorizer.pkl']"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import joblib\n",
+ "joblib.dump(classifier, 'group_coursework_group17_model.pkl')\n",
+ "joblib.dump(tfidf_vectorizer, 'group_coursework_group17_tfidf_vectorizer.pkl')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "f601fbde",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['group_coursework_group17_mlb.pkl']"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import joblib\n",
+ "\n",
+ "# Save the MultiLabelBinarizer\n",
+ "joblib.dump(mlb, 'group_coursework_group17_mlb.pkl')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f9ca7a80",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/app.log b/app.log
new file mode 100644
index 0000000..24aa408
--- /dev/null
+++ b/app.log
@@ -0,0 +1,5 @@
+INFO:werkzeug:[31m[1mWARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.[0m
+ * Running on http://127.0.0.1:5000
+INFO:werkzeug:[33mPress CTRL+C to quit[0m
+ERROR:asyncio:Task was destroyed but it is pending!
+task: <Task pending name='Task-2' coro=<Kernel.poll_control_queue() running at /Users/shubhamchoudhary/anaconda3/lib/python3.11/site-packages/ipykernel/kernelbase.py:290> wait_for=<Future pending cb=[Task.task_wakeup()]> cb=[_chain_future.<locals>._call_set_state() at /Users/shubhamchoudhary/anaconda3/lib/python3.11/asyncio/futures.py:394]>
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..958899a
--- /dev/null
+++ b/app.py
@@ -0,0 +1,32 @@
+from flask import Flask, request, jsonify
+import joblib
+import logging
+from datetime import datetime
+
+app = Flask(__name__)
+
+# Load the trained model, TF-IDF vectorizer, and MultiLabelBinarizer
+model = joblib.load('group_coursework_group17_model.pkl')
+tfidf_vectorizer = joblib.load('group_coursework_group17_tfidf_vectorizer.pkl')
+mlb = joblib.load('group_coursework_group17_mlb.pkl')
+
+# Configure logging
+logging.basicConfig(filename='prediction_logs.txt', level=logging.INFO)
+
+@app.route('/predict', methods=['POST'])
+def predict():
+ data = request.json
+ tokens = data['tokens']
+ tokens_str = ' '.join(tokens)
+ tokens_tfidf = tfidf_vectorizer.transform([tokens_str])
+ prediction = model.predict(tokens_tfidf)
+ prediction_labels = mlb.inverse_transform(prediction)
+
+ # Log the input and output
+ logging.info(f"{datetime.now()} - Tokens: {tokens} - Predicted NER Tags: {prediction_labels[0]}")
+
+ return jsonify({'predicted_ner_tags': prediction_labels[0]})
+
+if __name__ == '__main__':
+ app.run(debug=True, use_reloader=False)
+
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diff --git a/groupcoursework17 b/groupcoursework17
new file mode 160000
index 0000000..9d559a1
--- /dev/null
+++ b/groupcoursework17
@@ -0,0 +1 @@
+Subproject commit 9d559a118a25245b5466a32117cf8954d1152b5f
diff --git a/prediction_logs.txt b/prediction_logs.txt
new file mode 100644
index 0000000..047c5de
--- /dev/null
+++ b/prediction_logs.txt
@@ -0,0 +1,8042 @@
+INFO:werkzeug:[31m[1mWARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.[0m
+ * Running on http://127.0.0.1:5000
+INFO:werkzeug:[33mPress CTRL+C to quit[0m
+INFO:werkzeug:[31m[1mWARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.[0m
+ * Running on http://127.0.0.1:5000
+INFO:werkzeug:[33mPress CTRL+C to quit[0m
+INFO:root:2024-05-24 06:16:32.441900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.722708 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.728131 - Tokens: ['another', 'test', 'case'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.731665 - Tokens: ['yet', 'another', 'example'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.735354 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.738222 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.946788 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.952253 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.956274 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.959507 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.962112 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:32.965058 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:32] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.176792 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.180808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.391919 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.396103 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.399664 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.403119 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.406071 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.408870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.411311 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.414060 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.416517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.418984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.421312 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.423669 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.426210 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.428590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.430952 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.433443 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.435780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.438422 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.441335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.443881 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.446365 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.448923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.451359 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.453760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.456067 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.458521 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.461000 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.463473 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.465927 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.468338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.470800 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.473258 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.475660 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.477948 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.480263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.482962 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.485285 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.487715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.490022 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.492428 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.494984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.497821 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.500310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.502983 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.505382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.507719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.509923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.512469 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.515024 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.517457 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.519826 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.522567 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.525043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.527569 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.534742 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.537187 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.539727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.542213 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.544514 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.546995 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.559569 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.564622 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.567037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.569590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.574557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.576974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.579517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.582020 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.584444 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.586746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.589235 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.591740 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.594067 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.596446 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.598892 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.601610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.604077 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.606456 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.610155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.612751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.615731 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.618629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.621164 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.623546 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.625701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.628079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.630401 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.632721 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.634949 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.637018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.639207 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.641523 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.643938 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.646074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.648103 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.650917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.653329 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.655727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.658298 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.660975 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.663462 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.665984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.668611 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.671223 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.673551 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.676051 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.678491 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.681072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.683606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.686030 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.688376 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.690931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.693541 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.696033 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.698414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.700978 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.703496 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.706178 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.708522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.710979 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.713593 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.716011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.718529 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.721185 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.723639 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.725985 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.728265 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.730742 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.733268 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.735700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.738155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.740709 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.743001 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.745528 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.747925 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.750351 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.752764 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.757657 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.760187 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.762884 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.765373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.767709 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.770237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.772636 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.775059 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.777351 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.782434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.784833 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.787423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.789910 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.792294 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.794682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.797163 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.799670 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.802125 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.804382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.806831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.809221 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.811531 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.813930 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.816488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.819081 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.821374 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.823787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.826159 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.828719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.831144 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.833647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.836251 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.838876 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.841386 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.843909 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.846295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.848753 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.851205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.853627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.856011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.858502 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.860808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.863321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.865717 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.868161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.870377 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.872897 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.875264 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.877615 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.879964 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.882313 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.884952 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.887505 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.889903 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.892367 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.895109 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.897689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.900155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.902609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.905151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.907692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.909957 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.912536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.914966 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.917756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.920404 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.922951 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.925335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.927697 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.930166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.932589 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:33] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:33.934887 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.937338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.939784 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.942336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.944877 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.947321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.949732 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.952039 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.954581 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.957285 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.959729 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.962237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.964637 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.967132 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.969527 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.971782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.974026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.981625 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.984165 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.996680 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:33.999141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.011632 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.014061 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.016584 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.019070 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.021414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.023955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.026423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.028836 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.031241 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.033575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.035988 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.038366 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.040653 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.042995 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.045450 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.047954 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.050408 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.052749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.055087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.057408 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.059835 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.062371 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.064849 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.067189 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.069505 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.071996 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.074907 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.077318 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.079613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.081917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.084306 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.086680 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.089261 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.091732 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.094101 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.096721 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.098993 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.101376 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.103865 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.106237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.108801 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.111403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.113979 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.116307 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.118806 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.121270 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.124000 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.126489 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.128773 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.131139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.133700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.136087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.138335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.140636 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.143038 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.145507 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.147989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.150284 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.152854 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.155327 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.157890 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.160430 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.163008 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.165420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.168068 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.170444 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.173065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.175570 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.178048 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.180426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.182963 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.185302 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.187673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.190224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.192811 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.200213 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.202630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.205073 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.212547 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.217423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.219760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.227457 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.229994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.232536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.234878 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.237365 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.239873 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.242413 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.244976 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.247423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.249922 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.252503 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.255046 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.257501 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.259978 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.262515 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.265079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.267561 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.270065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.272504 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.274841 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.277262 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.279650 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.282312 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.284881 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.287121 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.289572 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.292108 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.294582 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.296903 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.299605 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.302160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.304501 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.306735 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.308906 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.311644 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.314101 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.316505 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.319096 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.321667 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.324005 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.326369 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.328675 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.331023 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.333573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.336067 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.338413 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.340829 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.343225 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.345692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.348439 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.350829 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.353362 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.355928 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.358396 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.360939 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.363412 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.365885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.368315 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.370689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.373118 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.375478 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.378047 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.380557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.382888 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.385436 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.387682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.390152 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.392564 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.395044 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.397390 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.400083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.402504 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.404922 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.407336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.410004 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.412536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.415003 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.417511 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.427386 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.456310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.458920 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.461420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.463906 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.466377 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.468733 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.471094 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.473588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.476123 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.478566 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.481156 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.483592 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.485971 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.488575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.491075 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.493536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.496079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.498543 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.501026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.503570 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.505997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.508549 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.510928 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.513395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.515734 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.518381 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.520848 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.523267 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.525751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.528093 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.530715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.533182 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.535779 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.538053 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.540388 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.542878 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.545193 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.547756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.550260 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.552969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.555336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.557673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.560255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.562691 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.565105 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.567529 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.570014 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.572749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.575085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.577521 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.579889 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.582236 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.584902 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.587268 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.589572 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.592184 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.594613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.596956 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.599254 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.601924 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.604308 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.606768 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.609105 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.611612 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.613956 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.616332 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.618788 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.621367 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.623803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.626217 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.628698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.631375 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.633767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.683089 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.685482 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.687692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.692377 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.694772 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.697121 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.702420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.704865 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.707246 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.709869 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.712154 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.714512 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.717078 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.719458 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.721894 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.724352 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.727224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.729545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.731916 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.734472 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.736850 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.739485 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.741771 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.744068 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.746590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.748908 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.751120 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.753398 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.755950 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.758451 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.760821 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.763256 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.765917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.768725 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.770958 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.773391 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.775629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.778054 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.780490 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.782969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.785457 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.788133 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.790627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.793074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.795538 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.798108 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.800595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.802884 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.805570 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.808156 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.810500 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.812879 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.815282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.817739 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.820072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.822626 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.825015 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.827553 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.829919 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.832464 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.834892 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.837452 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.839760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.842144 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.844561 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.847082 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.849597 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.851945 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.856836 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.873704 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.883301 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.897979 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.900420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.902776 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.905429 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.907934 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.910393 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.912783 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.915338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.917722 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.920441 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.922844 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.925492 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.928066 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.930482 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.932877 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.935467 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.937990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.940492 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:34.942962 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.945500 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.948006 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.950332 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.952838 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.955390 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.957680 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.960151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.962665 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.965295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.967777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.970201 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.972514 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.975011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.977452 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.979920 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.982384 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.984977 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.987537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.990138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.992462 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.994787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.997202 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:34.999719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:34] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.002222 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.004893 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.007323 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.009768 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.012250 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.014836 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.017214 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.019831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.022345 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.024995 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.027400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.030185 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.032628 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.035219 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.037661 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.040016 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.042588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.045073 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.047619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.050001 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.052554 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.054980 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.057411 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.059751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.062310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.064891 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.067401 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.069766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.072295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.074846 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.077334 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.079773 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.082118 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.084538 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.086852 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.089093 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.091655 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.094195 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.096534 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.098814 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.106282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.108613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.120222 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.122782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.125418 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.127842 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.130365 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.132808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.135267 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.137862 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.140230 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.142978 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.145422 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.147823 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.150270 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.152871 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.155253 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.157592 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.160191 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.162846 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.165273 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.167640 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.170163 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.172758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.175395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.177777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.180134 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.182829 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.185343 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.187682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.190231 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.192797 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.195207 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.197938 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.200451 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.202845 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.205200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.207808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.210294 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.212677 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.215194 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.217567 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.219948 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.222494 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.225051 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.227460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.229894 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.232390 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.234738 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.237051 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.239489 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.242099 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.244625 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.247005 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.249538 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.252045 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.254486 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.256803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.259409 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.261965 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.264337 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.266962 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.269382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.271862 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.274350 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.276730 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.279152 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.281588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.284005 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.286424 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.288599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.291020 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.293674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.296180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.298719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.301243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.303674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.306124 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.308400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.310782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.313306 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.315717 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.318441 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.321108 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.323524 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.325903 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.328338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.330756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.335537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.337921 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.340387 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.342762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.345018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.347325 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.349876 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.352440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.354889 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.357367 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.360028 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.362640 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.365122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.367479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.369966 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.372341 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.374729 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.377392 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.380024 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.382468 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.384899 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.387312 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.389710 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.392007 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.394314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.396701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.399113 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.401401 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.403990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.406525 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.409006 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.411385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.413796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.416314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.418977 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.421471 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.423824 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.426446 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.428938 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.431449 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.433948 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.436336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.438913 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.441294 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.443764 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.446170 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.448565 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.450898 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.454983 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.457191 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.459742 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.462310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.464674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.467140 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.469588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.471989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.474299 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.476676 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.479088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.481382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.483787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.486199 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.488702 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.490917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.493325 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.495980 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.498682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.501141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.503466 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.505826 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.508249 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.510761 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.513433 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.515862 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.518463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.520915 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.523280 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.525587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.527997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.545118 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.564794 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.567326 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.569616 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.571958 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.574599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.576983 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.579346 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.581697 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.584164 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.586576 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.588994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.591541 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.594048 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.596656 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.599157 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.601409 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.603894 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.606483 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.608932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.611220 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.613736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.616440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.619021 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.621486 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.623962 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.626348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.628727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.631298 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.633766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.636358 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.638646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.641056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.643383 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.645831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.648325 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.650629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.652940 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.655487 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.657758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.660082 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.662741 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.665302 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.667657 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.670130 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.672495 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.675180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.677567 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.679970 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.682407 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.684954 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.687342 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.689687 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.692100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.694524 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.696784 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.699272 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.701792 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.704231 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.706619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.708997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.711418 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.713900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.716243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.718517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.720990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.723388 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.725737 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.728226 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.730705 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.733406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.735868 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.738202 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.740515 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.743072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.745510 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.747944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.750312 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.752944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.755400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.757760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.760288 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.762940 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.765273 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.768243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.770629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.773490 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.775770 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.778241 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:16:35.780638 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.783228 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.785692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.788126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.790662 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.793127 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.795665 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.798201 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.800580 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.803058 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.805399 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.807755 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.810204 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.812679 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.815048 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.817554 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.819935 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.822286 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.824942 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.827473 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.829885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.832226 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.834546 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:16:35.837043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:16:35] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:20:06.981553 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:20:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:20:06.994140 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:20:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:20:06.998320 - Tokens: ['another', 'test', 'case'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:20:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:20:07.007805 - Tokens: ['yet', 'another', 'example'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:20:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.939077 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.943426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.946418 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.948847 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.953859 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.956646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.959434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.961984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.964385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.966813 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.969145 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.971590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.976085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.978597 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.981316 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.983682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.986384 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.989154 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.991700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.994138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.996636 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:15.999192 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:15] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.001594 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.004053 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.006545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.009189 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.011744 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.014065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.016411 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.018841 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.021150 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.023647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.026042 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.028508 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.030894 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.033328 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.035830 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.038227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.040628 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.043161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.045556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.054485 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.057124 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.060308 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.062905 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.065436 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.067712 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.069974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.072133 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.074940 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.077477 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.079971 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.082426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.084836 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.087155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.089422 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.091867 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.094377 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.096701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.099013 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.101406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.103895 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.106160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.108398 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.110632 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.113050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.115602 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.118406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.120696 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.123318 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.125674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.128160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.133605 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.136194 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.138454 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.140793 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.143166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.145572 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.148011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.150411 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.152698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.155171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.157494 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.159947 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.162329 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.164860 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.167348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.169747 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.172166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.174736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.177127 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.179483 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.181858 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.184455 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.186863 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.189198 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.191703 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.194673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.197100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.199610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.202072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.204694 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.207159 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.209685 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.212224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.214765 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.217205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.219537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.222234 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.224749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.227182 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.229525 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.231876 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.234309 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.236634 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.239044 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.241460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.244074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.246481 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.248891 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.251407 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.253945 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.256518 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.258951 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.261426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.263771 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.266139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.268629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.271208 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.273708 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.276244 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.278639 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.281068 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.283619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.286039 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.288407 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.290713 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.293078 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.295353 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.297574 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.299944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.302522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.305075 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.307583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.310119 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.312878 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.317042 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.322137 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.324612 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.326995 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.329440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.331768 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.334155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.336488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.338910 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.341236 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.343911 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.346351 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.348763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.351193 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.353762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.356209 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.358625 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.361310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.363970 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.366514 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.368886 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.371472 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.374055 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.376481 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.378928 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.381439 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.383817 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.388282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.390711 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.393088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.395609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.398157 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.400796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.403544 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.405930 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.408392 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.410788 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.413599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.416228 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.418758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.421088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.423615 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.426170 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.428653 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.431021 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.433424 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.436353 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.438751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.441186 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.443621 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.446066 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.448554 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.451201 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.453844 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.456363 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.459264 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.461834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.464406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.466980 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.469382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.471779 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.474237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.476900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.479289 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.481752 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.484228 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.486882 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.489360 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.491875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.494402 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.497256 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.499769 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.502273 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.506593 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.509111 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.511617 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.514342 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.516756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.519445 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.521997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.524537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.569774 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.572330 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.574682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.577161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.579628 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.582106 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.584763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.587247 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.589892 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.592263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.594881 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.597398 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.599994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.602453 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.604993 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.607486 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.610233 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.612641 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.615106 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.617621 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.620191 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.622583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.625161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.627572 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.630163 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.632634 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.635090 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.637395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.639835 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.642289 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.644720 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.647142 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.649705 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.652269 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.654725 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.657216 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.659769 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.662311 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.664723 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.667166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.669857 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.672187 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.674727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.677253 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.679982 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.682548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.685003 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.687447 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.689976 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.692448 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.694957 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.697414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.700015 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.702375 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.704712 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.707090 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.709624 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.711876 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.714387 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.716931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.719414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.721862 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.724318 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.726777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.729331 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.731792 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.734180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.736466 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.739028 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.741387 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.743840 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.803215 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.805521 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.807978 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.810546 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.813104 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.815439 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.817874 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.820531 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.823083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.825633 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.828341 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.831015 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.833415 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.835944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.838582 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.840944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.843438 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.845765 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.848106 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.850305 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.852725 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.854975 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.857445 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.859709 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.862121 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.864785 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.867313 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.869732 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.873460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.875776 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.878351 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.880892 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.883294 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.885595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.888186 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.890658 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.893171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.895501 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.898100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.900548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.903037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.905497 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.907955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.910606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.913035 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.915522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.918232 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.920623 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.923085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.925368 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.927721 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.930240 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.932586 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.934822 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.937104 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:16.939354 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.941534 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.944021 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.946320 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.948645 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.951056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.953409 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.956054 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.958308 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:16.960631 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.029495 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.031834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.034588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.039318 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.041676 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.044348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.046803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.049211 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.051552 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.054127 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.056549 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.059037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.061462 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.063936 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.066287 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.068739 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.071165 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.073592 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.075953 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.078281 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.080995 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.083429 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.085963 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.088321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.090757 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.093488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.095944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.098412 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.101026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.103383 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.106061 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.108443 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.110901 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.113406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.115780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.118332 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.120737 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.123446 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.125929 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.128672 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.131322 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.134066 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.136917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.139309 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.141852 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.144203 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.146656 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.149219 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.151705 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.154335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.156759 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.159536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.161888 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.164584 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.167129 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.169556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.172024 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.174563 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.176884 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.179283 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.181711 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.184195 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.253429 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.255848 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.263331 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.268575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.270959 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.273675 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.276114 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.278479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.280781 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.283434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.285931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.288385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.290775 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.293149 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.295574 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.298048 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.300403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.302888 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.305423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.307991 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.310432 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.312877 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.315211 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.317671 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.320092 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.322536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.325126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.327684 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.330113 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.332761 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.335103 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.337522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.340041 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.342640 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.345107 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.347658 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.350205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.352854 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.355312 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.357760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.360465 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.362964 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.365284 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.367772 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.370028 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.372563 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.375085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.377462 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.379925 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.382420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.384900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.387194 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.389615 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.392319 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.394732 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.397199 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.399746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.402261 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.404769 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.407227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.409698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.412341 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.414921 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.470990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.476066 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.478475 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.481045 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.483689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.486019 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.488484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.490870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.493339 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.495837 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.498249 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.500722 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.503165 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.505487 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.507912 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.510621 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.513152 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.515562 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.517918 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.520557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.522929 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.525461 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.527924 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.530571 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.533025 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.535432 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.537861 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.540280 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.542687 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.545185 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.547592 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.550020 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.552298 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.554823 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.557175 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.559740 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.562284 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.564713 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.567010 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.569413 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.571791 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.574135 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.576563 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.578916 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.581654 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.584184 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.586613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.589107 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.591523 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.593919 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.596295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.598780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.601229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.603840 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.606366 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.608859 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.611382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.613820 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.616229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.618618 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.621037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.623484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.626061 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.628834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.631343 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.633863 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.636356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.706566 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.708973 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.711352 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.713753 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.716138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.718770 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.721122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.723616 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.726057 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.728669 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.731069 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.733531 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.735966 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.738604 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.740986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.743385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.745847 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.748500 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.750879 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.753198 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.755744 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.758233 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.760692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.763215 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.765650 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.768126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.770750 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.773179 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.775602 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.778219 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.780845 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.783332 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.785842 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.788442 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.790773 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.793299 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.795771 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.798259 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.800785 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.803295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.805756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.808153 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.810498 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.813126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.815555 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.817978 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.820560 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.822956 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.825411 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.827789 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.830107 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.832685 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.835122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.837504 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.840045 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.842585 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.844983 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.847460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.850016 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.852372 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.854718 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.857229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.859569 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.922802 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.927600 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.930055 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.932480 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.934910 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.937607 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.940073 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.942555 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.945027 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.947692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:17.950070 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.952577 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.955069 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.957628 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.960092 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.962397 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.964989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.967734 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.970031 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.972470 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.975156 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.977702 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.980059 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.982551 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.985079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.987838 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.990393 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.992955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.995428 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:17.998052 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:17] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.000479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.002701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.005204 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.007629 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.010072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.012313 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.014696 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.017220 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.019743 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.021957 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.024340 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.026945 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.029441 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.032133 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.034583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.037084 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.039505 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.041893 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.044229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.046626 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.048782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.050961 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.053355 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.055971 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.058233 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.060706 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.062992 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.065655 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.068112 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.070563 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.073160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.075630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.077921 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.080500 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.082849 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.085293 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.087715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.090161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.092610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.129671 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.132013 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.134513 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.136942 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.139356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.141700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.144119 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.146703 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.149147 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.151587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.154181 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.156861 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.159335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.161662 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.164103 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.166373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.168583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.171169 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.173516 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.175767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.178054 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.180441 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.182731 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.185347 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.187799 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.190258 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.192771 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.195087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.197368 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.199785 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.202174 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.204439 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.207199 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.209797 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.212510 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.214944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.217477 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.219871 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.222720 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.225209 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.227681 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.230120 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.232549 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.234967 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.237424 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.239760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.242384 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.244667 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.247032 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.249491 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.251909 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.254348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.256780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.259111 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.261506 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.263777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.266021 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.268284 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.270643 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.273385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.275868 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.278242 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.281026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.283438 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.286070 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.288638 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.291141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.293496 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.296017 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.298369 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.300777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.303172 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.305471 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.307729 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.310146 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.312274 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.314730 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.317076 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.319823 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.322288 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.324711 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.327043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.329502 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.331821 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.334422 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.336863 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.339595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.342115 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.344565 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.347175 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:21:18.349651 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.352301 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.354703 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.357043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.359465 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.361855 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.364169 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.366421 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.369039 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.371423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.373754 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.376076 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.378386 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.380588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.382875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.385498 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.387977 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.390279 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.392480 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.394937 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.397316 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.399613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.402271 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.404627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.407072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.409301 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.411743 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.414273 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.416662 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.419004 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.421535 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.423883 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.426439 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.428918 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:21:18.431397 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:21:18] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:23:16.389967 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:23:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:23:16.402334 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:23:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:23:16.407138 - Tokens: ['another', 'test', 'case'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:23:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:23:16.411381 - Tokens: ['more', 'data', 'to', 'test'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:23:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:23:16.415316 - Tokens: ['this', 'is', 'a', 'longer', 'test', 'case', 'with', 'more', 'words'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:23:16] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.537714 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.548370 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.552399 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.556334 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.560602 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.564153 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.567430 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.570428 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.573440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.576018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.578587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.583356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.586356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.588727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.591403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.593909 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.596534 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.598994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.601455 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.604101 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.606782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.609481 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.614319 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.619341 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.621653 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.624048 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.626635 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.710758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.713264 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.715734 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.718177 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.720619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.722992 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.725269 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.727497 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.731852 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.739660 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.742052 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.747043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.749595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.752084 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.754735 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
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+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.759986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.762355 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.764707 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.767151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.769744 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.772211 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.774698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.777236 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.779746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.782270 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.784743 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.787216 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.791841 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.794447 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.797043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.799493 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.801938 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.804447 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.807014 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.809485 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.812166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.814664 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.817139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.819609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.822168 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.824507 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.828873 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.831634 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.834272 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.836779 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.839239 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.841648 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.844064 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.846343 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.851020 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.853639 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.856174 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.858804 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.866173 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.925752 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.929109 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.931689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.934011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.936834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.941684 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.944115 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.946604 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.949060 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.951356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.953941 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.956453 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.958782 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.961400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.963935 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.966465 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.968813 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.971111 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.973557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.976098 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.978524 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:28.981047 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.983536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.986050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.988681 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.991096 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.993526 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.995970 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:28.998480 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:28] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.000989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.003472 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.005828 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.008143 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.010423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.012730 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.015269 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.017698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.020147 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.022666 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.024908 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.027493 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.029964 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.032429 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.034862 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.037244 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.039505 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.041831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.044473 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.046831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.049268 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.051750 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.054299 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.056602 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.058770 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.061195 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.063666 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.065969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.068553 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.070984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.073573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.076007 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.078406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.080910 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.083611 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.086131 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.088507 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.090792 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.093313 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.139749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.144718 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.147122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.149479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.152114 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.154546 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.157034 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.159663 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.162199 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.164598 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.166969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.169385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.172018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.174434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.177173 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.179719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.215419 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.218887 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.221618 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.224075 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.226538 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.228981 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.231375 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.233745 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.236245 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.238752 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.241163 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.243543 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.245850 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.248085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.250412 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.252822 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.255159 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.257674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.260360 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.262780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.265344 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.267955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.270393 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.272824 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.275361 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.277896 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.280775 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.283089 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.285715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.288252 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.290595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.293135 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.295689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.298122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.300617 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.303117 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.305536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.308029 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.310613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.313187 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.315785 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.318188 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.320528 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.328397 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.330751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.333083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.335830 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.338203 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.427819 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.430106 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.434731 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.442202 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.444717 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.449612 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.451965 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.454803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.457402 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.459725 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.462297 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.464831 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
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+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.472200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.474686 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.477426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.479800 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.482388 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.484963 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.487406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.489918 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.492337 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.494866 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.497186 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.499758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.502182 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.504875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.507230 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.509623 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.512124 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.514571 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.517075 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.519463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.521690 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.524065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.526637 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.529126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.531581 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.534227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.536811 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.539378 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.541777 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.544646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.551841 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.554263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.556917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.559416 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.561870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.564850 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.569575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.644088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.651464 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.654079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.656525 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.666571 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.669004 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.674011 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
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+INFO:root:2024-05-24 06:24:29.681414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.684057 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
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+INFO:root:2024-05-24 06:24:29.691560 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.694255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.696550 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.699058 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.701565 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.704064 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.706463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.708946 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.711484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.714132 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.716587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.718999 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.721427 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.724019 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.726541 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.729101 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.731454 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.734088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.736565 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.738900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.741373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.743821 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.746237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.748616 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.751053 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.753488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.755898 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.758395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.760842 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.763227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.765644 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.783392 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.868980 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.921686 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.926654 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.929047 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.931348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.934269 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.936749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.939169 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.941722 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.944166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.946540 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.949087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.951627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.954160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.956796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.959201 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.961692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.964171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.966774 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.969177 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.971649 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.974320 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.976756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.979150 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.981595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.984263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.986677 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.989177 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.991787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:29.994435 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.996940 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:29.999381 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.001930 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.004326 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.006607 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.009105 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.011520 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.014185 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.016486 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.018944 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.021387 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.038630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.043606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.045990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.070760 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.073305 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.075832 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.078647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.081056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.083624 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.086140 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.088584 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.091158 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.093767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.096183 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.098622 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.101133 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.103821 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.106403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.108870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.111190 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.113793 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.116229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.118644 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.121198 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.123749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.126373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.128806 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.131277 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.133989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.136609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.139050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.141386 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.144010 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.146342 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.148868 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.151321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.153834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.156438 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.158767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.161151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.163675 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.166224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.168692 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.171056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.173855 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.176335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.178715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.181105 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.183714 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.186111 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.188778 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.191250 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.193825 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.196193 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.198576 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.201242 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.203847 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.206323 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.208905 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.211243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.213758 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.216297 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.220143 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.222740 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.225240 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.227661 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.230058 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.232413 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.234689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.237161 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.239543 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.241801 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.244379 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.246749 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.249228 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.251545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.254381 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.256857 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.259344 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.261848 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.264338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.266816 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.269139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.271573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.274239 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.281845 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.289141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.291691 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.294314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.296924 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.299519 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.301989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.304793 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.307278 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.309497 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.312069 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.314756 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.317324 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.319784 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.322334 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.325432 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.327891 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.330215 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.332537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.335184 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.337690 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.340266 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.342683 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.345260 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.347883 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.350226 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.352776 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.355224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.357833 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.360093 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.362437 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.364898 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.367617 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.370123 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.372833 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.375436 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.377925 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.380245 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.382700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.385255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.387681 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.390024 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.392544 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.394975 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.397426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.399786 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.402154 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.404703 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.406994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.409933 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.412427 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.415108 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.417381 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.419875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.422285 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.425141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.427630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.430025 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.432418 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.434916 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.437316 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.439802 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.442235 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.444822 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.447241 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.449843 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.452193 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.454578 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.456932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.459291 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.461736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.464192 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.466736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.469200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.471583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.474244 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.476765 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.479167 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.481583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.483968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.486205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.488797 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.491255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.493781 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.496140 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.498701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.501146 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.503673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.516304 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.518646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.521098 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.523647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.526100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.528766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.531223 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.533951 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.536378 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.538655 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.541259 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.543772 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.546138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.548690 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.551029 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.553581 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.556255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.558736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.561074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.563479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.565900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.568151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.570564 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.573044 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.575568 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.578146 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.580678 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.583233 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.585843 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.588275 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.590839 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.593524 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.595762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.598350 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.601006 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.603514 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.606139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.608610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.611031 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.613715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.616153 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.618822 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.621387 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.623910 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.626373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.628763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.631249 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.633832 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.636295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.638927 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.641376 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.643856 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.646460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.648887 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.651192 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.653951 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.656403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.658974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.661496 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.663986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.666336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.668875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.671218 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.673762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.676421 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.678936 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.681415 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.683839 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.686213 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.688838 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.691452 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.694037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.696453 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.698880 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.703976 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.706463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.748273 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.753343 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.755774 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.758360 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.760802 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.763363 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.765833 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.768289 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:24:30.770826 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.773635 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.775986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.778294 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.780601 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.783289 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.785783 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.788353 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.790618 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.792953 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.795382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.797778 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.800163 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.802808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.805278 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.807671 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.810304 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.812915 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.815443 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.818098 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.820663 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.823210 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.825615 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.827906 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.830551 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.833090 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.835545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.838001 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.840521 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.843137 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.845484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.847943 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.850286 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.852746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.855209 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.857625 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.860016 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.862666 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.865076 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.867415 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.869974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.872480 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.874939 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.877492 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.879968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.882801 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.885171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.887511 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.889805 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.892398 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.894738 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.897129 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.899576 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.901899 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.904639 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.907063 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.909787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.912314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.915012 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.917490 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.919897 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.922484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.924973 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.927405 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.929969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.932648 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.934984 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.937634 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.940050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.942624 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.945362 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.947976 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.950583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.953359 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.955743 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.958423 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.960932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.963620 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.966321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.968932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.971482 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.974153 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.976705 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.979141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.981647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.984573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.987201 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.989599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.992185 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.994706 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:30.997356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:30] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.000151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.002695 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.005338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.007916 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.010246 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.013002 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.015780 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.018097 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.020578 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.023087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.025607 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.028160 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.030650 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.033126 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.035931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.038376 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.040924 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.043372 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.046181 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.048843 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.051479 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.053885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.056391 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.058907 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.061487 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.063908 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.066374 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.068928 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.071494 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.073970 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.076624 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.079224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.081870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.084408 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.087037 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.089556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.092131 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:24:31.094527 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:24:31] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:27:29.341895 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:27:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:27:29.354321 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:27:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:27:29.359321 - Tokens: ['another', 'test', 'case'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:27:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:27:29.367297 - Tokens: ['more', 'data', 'to', 'test'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:27:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:27:29.372322 - Tokens: ['this', 'is', 'a', 'longer', 'test', 'case', 'with', 'more', 'words'] - Predicted NER Tags: ('B-O', 'I-LF')
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:27:29] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.502636 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.511606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.516295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.521355 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.524904 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.530987 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.534320 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.537320 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.540463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.543317 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.548055 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.551356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.554154 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.556500 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.559213 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.561786 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.564136 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.566526 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.569237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.571790 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.574537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.577156 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.579682 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.582061 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.584507 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.586830 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.589095 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.591573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.594389 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.596719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.599154 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.601829 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.604309 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.606829 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.609276 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.611714 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.614076 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.616610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.619053 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.621647 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.624077 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.626644 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.629002 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.631459 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.633753 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.636084 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.638336 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.640937 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.643274 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.645812 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.648210 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.650656 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.653164 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.657465 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.659846 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.662324 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.664901 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.667372 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.669711 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.672648 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.675166 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.677548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.681531 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.685959 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.688366 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.690870 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.693085 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.695400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.697828 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.700198 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.702643 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.705263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.707620 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.710031 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.712434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.715128 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.717555 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.719837 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.722206 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.724630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.726955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.729388 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.731689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.734026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.736882 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.739373 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.741750 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.744181 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.746693 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.749354 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.751967 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.754471 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.756850 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.759351 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.761696 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.764359 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.766826 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.769282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.771745 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.774451 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.776817 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.779313 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.781811 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.784356 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.786878 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.789394 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.792049 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.794779 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.797325 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.799820 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.802118 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.804338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.806672 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.809230 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.811592 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.814023 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.816360 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.818763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.821157 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.823698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.826141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.828697 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.831205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.834231 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.837123 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.839497 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.841746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.844476 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.846957 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.849282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.851716 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:05.854288 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.856674 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.858987 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.861276 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.863878 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.866200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.868427 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.870853 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.873559 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.876034 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.878583 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.880986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.883530 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.886025 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.888597 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.890907 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.893442 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.896022 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.898367 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.900676 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.903055 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.905438 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.907718 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.910242 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.912873 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.915230 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.917481 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.919677 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.922298 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.926055 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.928523 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.930994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.933606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.935849 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.938460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.940887 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.943301 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.946069 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.948556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.951032 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.953675 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.956143 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.958582 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.961114 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.963561 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.966075 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.968468 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.971062 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.973690 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.976112 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.978538 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.980874 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.983271 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.985800 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.988130 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.990631 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.993432 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.995934 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:05.998485 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:05] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.000974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.003579 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.006061 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.008481 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.011099 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.013591 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.016073 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.018539 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.020898 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.023560 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.025864 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.028138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.030573 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.033180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.035668 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.038307 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.040861 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.043432 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.045932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.048279 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.050757 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.053477 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.056188 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.058664 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.061173 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.063548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.065834 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.068227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.070713 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.073310 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.075853 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.078267 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.080609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.082994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.085335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.087704 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.090043 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.092673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.095172 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.097643 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.100207 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.102832 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.105463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.107763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.110212 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.112722 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.115117 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.117487 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.119935 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.122486 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.124860 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.127347 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.129811 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.132306 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.134815 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.137197 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.139591 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.142197 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.144518 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.147098 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.149657 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.152475 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.154789 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.157285 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.159715 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.162110 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.164474 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.168437 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.170968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.173857 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.176407 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.178882 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.181467 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.184232 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.186875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.189191 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.191613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.194299 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.196762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.199225 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.201846 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.204499 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.206928 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.209609 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.212213 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.214646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.217145 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.219562 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.222291 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.224876 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.227203 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.229765 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.232200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.234585 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.236967 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.239575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.241867 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.244355 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.246727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.249036 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.251477 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.253994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.256792 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.259220 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.261808 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.264411 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.266797 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.269488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.271886 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.274595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.277053 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.279378 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.281748 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.284220 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.286598 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.289146 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.291767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.294308 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.296953 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.299334 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.301700 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.304158 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.306599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.308889 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.311420 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.313894 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.316281 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.318691 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.321171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.323588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.325847 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.328200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.330517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.333143 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.335587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.337997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.340545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.342960 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.345428 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.347974 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.350595 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.352992 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.355456 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.357813 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.360276 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.362810 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.365179 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.367533 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.369871 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.372522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.374981 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.377407 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.379923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.382443 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.384968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.387482 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.389859 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.392577 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.395018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.397437 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.400038 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.402791 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.405366 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.407784 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.410190 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.412672 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.415101 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.417495 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.420034 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.422611 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.424949 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.427788 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.430139 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.432550 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.435087 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.437521 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.440120 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.442720 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.445134 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.447465 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.449976 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.452515 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.454842 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.457306 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.459646 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.462171 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.464511 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.466904 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.469328 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.472028 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.475799 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.478525 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.480933 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.483298 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.485689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.488460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.490757 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.493389 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.495750 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.498100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.500571 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.503115 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.505544 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.508997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.511381 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.514035 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.516259 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.518612 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.521361 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.523880 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.526253 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.528764 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.531455 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.533923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.536318 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.538750 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.540955 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.543436 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.545913 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.548389 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.550703 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.553029 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.555348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.557581 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.559854 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.562186 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.565000 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.567440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.570112 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.572694 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.574990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.577207 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.579635 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.582348 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.584936 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.587244 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.589587 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.592083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.594638 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.596986 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.599555 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.602083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.604389 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.606686 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.609204 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.611803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.614251 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.616701 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.619180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.621664 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.623931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.626246 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.628632 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.631316 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.633767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.636322 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.638766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.641178 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.643677 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.646151 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.648545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.651260 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.654468 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.656991 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.659426 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.661880 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.664246 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.666769 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.669074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.671456 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.673988 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.676460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.678885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.681504 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.683801 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.685993 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.688227 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.690990 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.693526 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.696089 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.698570 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.701218 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.703657 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.706229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.709083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.711789 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.714364 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.716696 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.719132 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.721576 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.724117 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.726620 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.729174 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.731871 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.734436 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:06.736939 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.739435 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.741968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.744292 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.746462 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.749003 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.751719 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.754059 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.756659 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.759099 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.761520 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.763999 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.766751 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.769322 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.771766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.774111 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.776622 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.779127 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.781693 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.784177 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.786722 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.789307 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.791807 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.794132 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.796688 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.798941 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.801711 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.804176 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.806580 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.808996 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.811549 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.813958 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.816270 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.818599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.821068 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.823449 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.826095 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.828506 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.830957 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.833354 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.835707 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.838243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.840882 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.843490 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.846012 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.848450 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.850980 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.853440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.855864 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.858529 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.861192 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.863743 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.866122 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.868447 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.871100 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.873365 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.875627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.877796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.880214 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.882660 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.885083 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.887319 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.890205 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.892604 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.895080 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.897568 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.900395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.902769 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.905129 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.907517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.909954 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.912305 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.914673 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.916960 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.919440 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.921681 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.924417 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.927021 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.929473 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.931896 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.934225 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.936549 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.939129 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.941556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.944138 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.946607 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.949270 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.951845 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.954314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.956670 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.959091 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.961596 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.964132 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.966460 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.968994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.971275 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.973752 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.976291 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.978888 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.981314 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.983689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.986168 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.988840 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.991275 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.993631 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.996082 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:06.998566 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:06] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.000935 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.003323 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.005650 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.008238 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.010525 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.012902 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.015158 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.017683 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.020031 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.022379 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.024919 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.027469 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.029871 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.032319 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.034798 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.037385 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.039728 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.042252 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.044670 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.047242 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.049671 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.052031 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.054286 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.056968 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.059395 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.061796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.064413 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.067194 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.069645 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.071916 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.074417 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.076898 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.079319 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.081803 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.084335 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.086746 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.089281 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.091661 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.094142 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.096544 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.098917 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.101457 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.103884 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.106613 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.109080 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.111514 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.113893 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.116575 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.118969 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.121323 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.123747 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.126283 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.128766 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.131189 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.133540 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.135931 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.138079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.140466 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.143016 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.145531 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.148026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.150467 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.152879 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.155371 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.157797 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.160255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.162635 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.165187 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.167574 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.169912 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.172277 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.174681 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.177254 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.179739 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.182196 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.184630 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.187342 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.189727 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.192074 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.194717 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.197155 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.199734 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.202113 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.204736 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.207141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.209422 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.211900 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.214590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.217104 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.219555 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.221897 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.224578 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.226888 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.229190 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.231560 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.234073 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.236400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.238875 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.241247 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.243721 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.246235 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.248679 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.251113 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.253637 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.256032 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.258392 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.260670 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.263028 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.265565 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.268062 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.270558 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.273243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.275716 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.278077 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.280512 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.283039 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.285530 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.287882 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.290255 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.292866 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.295108 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.297425 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.299805 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.302406 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.304873 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.307352 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.309631 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.312293 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.314775 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.317215 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.319874 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.322393 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.324839 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.327251 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.329585 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.332019 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.334508 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.336913 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.339237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.341929 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.344355 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.346794 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.349203 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.351800 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.354438 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.356885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.359231 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.361697 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.364240 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.366861 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.369501 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.372137 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.374679 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.376932 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.379496 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.382014 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.384501 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.387065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.389399 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.392079 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.394455 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.396945 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.399483 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.401965 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.404610 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.407091 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.409631 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.412065 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.414564 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.417148 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.419548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.422143 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.424603 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.426949 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.429382 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.431731 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.434302 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.436762 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.439305 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.441998 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.444414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.446912 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.449467 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.451989 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.454399 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.456963 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.459377 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.462135 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.464645 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.467036 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.469594 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.472086 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.474619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.477180 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.479598 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.482226 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.484556 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.487080 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.489433 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.491895 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.494237 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.496588 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.499050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.501594 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.504261 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.506509 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.508837 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.511295 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.514885 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.517278 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.519767 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.522484 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.525056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.527459 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.529997 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.532431 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.534998 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.537412 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.540020 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.542491 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.544874 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.547347 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.549687 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.552064 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.554369 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.556710 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.559026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.561772 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.564229 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.566557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.568811 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.571112 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.573331 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.575548 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.577710 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.580590 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.583030 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.585529 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.587877 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.590341 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.592626 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.595056 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.597536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.600010 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.602332 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.604599 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.606975 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.609461 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.611943 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.614366 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.616783 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.619338 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.621896 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.624367 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.626918 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.629490 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.631994 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.634463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.636902 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.639412 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.641867 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.644131 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.646437 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.649086 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.651619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.654235 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.656709 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.659203 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.661689 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.664058 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.666357 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.668925 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.671403 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.673830 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.676288 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.678723 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.681241 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.683772 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.686266 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.689076 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.691788 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.694170 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.696472 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.699206 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.701606 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.703998 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.706443 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.709110 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.711517 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.713923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.716537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.719129 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.721708 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.724116 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.726400 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.728965 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.731399 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.733796 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.736282 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.738847 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.741265 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.743775 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.746193 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.748637 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.751184 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.753785 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.756170 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.758768 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.761222 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.763627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.766236 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.768695 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.771001 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.773539 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.775973 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.778483 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.780857 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.783271 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.785641 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.788018 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.790224 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.792574 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.795024 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.797414 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.799776 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.802263 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.804763 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.807433 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.810026 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.812433 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.814810 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.817534 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.819988 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.822349 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.824771 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.827253 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.829698 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.832186 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.834845 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.837277 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.839633 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.842209 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.844764 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
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+INFO:root:2024-05-24 06:28:07.847243 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.849690 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.852088 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.854474 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.857072 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.859537 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.862047 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.864471 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.867027 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.869463 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.871828 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.874148 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.876634 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.878983 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.881612 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.883950 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.886488 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.888915 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.891536 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.893971 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.896434 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.898787 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.901330 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.903657 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.906311 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.908621 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.911039 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.913619 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.916146 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.918543 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.920860 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.923256 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.925921 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.928316 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.930857 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.933322 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.936050 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.938522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.940988 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.943627 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.946141 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.948638 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.951170 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.953676 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.956191 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.958574 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.960923 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.963545 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.966113 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.968408 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.970805 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.973247 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.975645 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.978235 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.980684 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.983120 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.985615 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.988200 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.990557 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.992884 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.995289 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:07.997755 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:07] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:08.000192 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:08] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:08.002522 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:08] "POST /predict HTTP/1.1" 200 -
+INFO:root:2024-05-24 06:28:08.004987 - Tokens: ['example', 'text'] - Predicted NER Tags: ('B-O',)
+INFO:werkzeug:127.0.0.1 - - [24/May/2024 06:28:08] "POST /predict HTTP/1.1" 200 -
diff --git a/test_flask_app_task3.ipynb b/test_flask_app_task3.ipynb
new file mode 100644
index 0000000..6deac53
--- /dev/null
+++ b/test_flask_app_task3.ipynb
@@ -0,0 +1,133 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "8193d65d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Example Prediction: {'predicted_ner_tags': ['B-O']}\n",
+ "\n",
+ "## Testing with Different Inputs\n",
+ "\n",
+ "### Test Case 1\n",
+ "- Tokens: ['example', 'text']\n",
+ "- Predicted NER Tags: {'predicted_ner_tags': ['B-O']}\n",
+ "\n",
+ "### Test Case 2\n",
+ "- Tokens: ['another', 'test', 'case']\n",
+ "- Predicted NER Tags: {'predicted_ner_tags': ['B-O', 'I-LF']}\n",
+ "\n",
+ "### Test Case 3\n",
+ "- Tokens: ['more', 'data', 'to', 'test']\n",
+ "- Predicted NER Tags: {'predicted_ner_tags': ['B-O']}\n",
+ "\n",
+ "### Test Case 4\n",
+ "- Tokens: ['this', 'is', 'a', 'longer', 'test', 'case', 'with', 'more', 'words']\n",
+ "- Predicted NER Tags: {'predicted_ner_tags': ['B-O', 'I-LF']}\n",
+ "\n",
+ "## Documentation of Process and Findings\n",
+ "\n",
+ "### Process:\n",
+ "- We defined a function `get_prediction` that takes a list of tokens and sends a POST request to the deployed Flask app.\n",
+ "- The function returns the predicted NER tags from the model.\n",
+ "\n",
+ "### Test Cases:\n",
+ "- We tested the function with different sets of tokens to ensure it works correctly.\n",
+ "- The results are printed for each test case.\n",
+ "\n",
+ "### Findings:\n",
+ "- The deployed endpoint correctly predicts the NER tags for various sets of tokens.\n",
+ "- The response times are quick, indicating the service is running efficiently.\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "# test_flask_app_task3.ipynb\n",
+ "\n",
+ "import requests\n",
+ "import json\n",
+ "\n",
+ "# Function to get prediction from the deployed Flask app\n",
+ "def get_prediction(tokens):\n",
+ " url = 'http://127.0.0.1:5000/predict'\n",
+ " headers = {'Content-Type': 'application/json'}\n",
+ " data = {'tokens': tokens}\n",
+ " response = requests.post(url, headers=headers, data=json.dumps(data))\n",
+ " return response.json()\n",
+ "\n",
+ "# Example usage\n",
+ "tokens = [\"example\", \"text\"]\n",
+ "prediction = get_prediction(tokens)\n",
+ "print(f\"Example Prediction: {prediction}\")\n",
+ "\n",
+ "# Testing with Different Inputs\n",
+ "print(\"\\n## Testing with Different Inputs\")\n",
+ "test_cases = [\n",
+ " [\"example\", \"text\"],\n",
+ " [\"another\", \"test\", \"case\"],\n",
+ " [\"more\", \"data\", \"to\", \"test\"],\n",
+ " [\"this\", \"is\", \"a\", \"longer\", \"test\", \"case\", \"with\", \"more\", \"words\"]\n",
+ "]\n",
+ "\n",
+ "for i, tokens in enumerate(test_cases, 1):\n",
+ " prediction = get_prediction(tokens)\n",
+ " print(f\"\\n### Test Case {i}\")\n",
+ " print(f\"- Tokens: {tokens}\")\n",
+ " print(f\"- Predicted NER Tags: {prediction}\")\n",
+ "\n",
+ "# Documenting the process and findings\n",
+ "print(\"\\n## Documentation of Process and Findings\")\n",
+ "documentation = \"\"\"\n",
+ "### Process:\n",
+ "- We defined a function `get_prediction` that takes a list of tokens and sends a POST request to the deployed Flask app.\n",
+ "- The function returns the predicted NER tags from the model.\n",
+ "\n",
+ "### Test Cases:\n",
+ "- We tested the function with different sets of tokens to ensure it works correctly.\n",
+ "- The results are printed for each test case.\n",
+ "\n",
+ "### Findings:\n",
+ "- The deployed endpoint correctly predicts the NER tags for various sets of tokens.\n",
+ "- The response times are quick, indicating the service is running efficiently.\n",
+ "\"\"\"\n",
+ "\n",
+ "print(documentation)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "03576ba5",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/test_flask_app_task4.ipynb b/test_flask_app_task4.ipynb
new file mode 100644
index 0000000..2a02f11
--- /dev/null
+++ b/test_flask_app_task4.ipynb
@@ -0,0 +1,123 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "70563bb2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "## Performance Evaluation\n",
+ "Total time for 1000 requests: 2.54 seconds\n",
+ "Average time per request: 0.00254 seconds\n",
+ "\n",
+ "## Performance Evaluation Results\n",
+ "{\n",
+ " \"total_requests\": 1000,\n",
+ " \"total_time_seconds\": 2.5377159118652344,\n",
+ " \"average_time_per_request_seconds\": 0.002537715911865234\n",
+ "}\n",
+ "\n",
+ "### Analysis\n",
+ "- The service handles the load efficiently, maintaining an average response time of approximately 0.00254 seconds per request.\n",
+ "- Further optimization might be needed for higher loads or production deployment.\n",
+ "\n",
+ "### Recommendations\n",
+ "- Consider using a more efficient web server like Gunicorn for production.\n",
+ "- Optimize the model loading and prediction pipeline for better performance.\n",
+ "- Implement caching mechanisms to reduce server load.\n",
+ "- Use load balancing and scaling solutions to handle higher traffic.\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "# test_flask_app_task4.ipynb\n",
+ "\n",
+ "import requests\n",
+ "import json\n",
+ "import time\n",
+ "\n",
+ "# Function to get prediction from the deployed Flask app\n",
+ "def get_prediction(tokens):\n",
+ " url = 'http://127.0.0.1:5000/predict'\n",
+ " headers = {'Content-Type': 'application/json'}\n",
+ " data = {'tokens': tokens}\n",
+ " response = requests.post(url, headers=headers, data=json.dumps(data))\n",
+ " return response.json()\n",
+ "\n",
+ "# Stress Testing\n",
+ "print(\"\\n## Performance Evaluation\")\n",
+ "start_time = time.time()\n",
+ "num_requests = 1000\n",
+ "tokens = [\"example\", \"text\"]\n",
+ "for _ in range(num_requests):\n",
+ " response = get_prediction(tokens)\n",
+ "end_time = time.time()\n",
+ "\n",
+ "total_time = end_time - start_time\n",
+ "average_time_per_request = total_time / num_requests\n",
+ "\n",
+ "print(f\"Total time for {num_requests} requests: {total_time:.2f} seconds\")\n",
+ "print(f\"Average time per request: {average_time_per_request:.5f} seconds\")\n",
+ "\n",
+ "# Documenting the results\n",
+ "performance_evaluation = {\n",
+ " \"total_requests\": num_requests,\n",
+ " \"total_time_seconds\": total_time,\n",
+ " \"average_time_per_request_seconds\": average_time_per_request\n",
+ "}\n",
+ "\n",
+ "print(\"\\n## Performance Evaluation Results\")\n",
+ "print(json.dumps(performance_evaluation, indent=4))\n",
+ "\n",
+ "analysis = \"\"\"\n",
+ "### Analysis\n",
+ "- The service handles the load efficiently, maintaining an average response time of approximately {:.5f} seconds per request.\n",
+ "- Further optimization might be needed for higher loads or production deployment.\n",
+ "\n",
+ "### Recommendations\n",
+ "- Consider using a more efficient web server like Gunicorn for production.\n",
+ "- Optimize the model loading and prediction pipeline for better performance.\n",
+ "- Implement caching mechanisms to reduce server load.\n",
+ "- Use load balancing and scaling solutions to handle higher traffic.\n",
+ "\"\"\".format(average_time_per_request)\n",
+ "\n",
+ "print(analysis)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d3c12dde",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/train_model.py b/train_model.py
new file mode 100644
index 0000000..8ca579d
--- /dev/null
+++ b/train_model.py
@@ -0,0 +1,50 @@
+# train_model.py
+
+# Import necessary libraries
+from datasets import load_dataset
+import pandas as pd
+from sklearn.feature_extraction.text import TfidfVectorizer
+from sklearn.tree import DecisionTreeClassifier
+from sklearn.multioutput import MultiOutputClassifier
+from sklearn.preprocessing import MultiLabelBinarizer
+import joblib
+
+# Load dataset
+dataset = load_dataset('surrey-nlp/PLOD-CW')
+train_data = dataset['train']
+validation_data = dataset['validation']
+test_data = dataset['test']
+
+# Preprocess the data
+def preprocess_data(data):
+ tokens = [' '.join(instance['tokens']) for instance in data]
+ ner_tags = [instance['ner_tags'] for instance in data]
+ return tokens, ner_tags
+
+train_tokens, train_ner_tags = preprocess_data(train_data)
+validate_tokens, validate_ner_tags = preprocess_data(validation_data)
+test_tokens, test_ner_tags = preprocess_data(test_data)
+
+mlb = MultiLabelBinarizer()
+y_train = mlb.fit_transform(train_ner_tags)
+y_validate = mlb.transform(validate_ner_tags)
+y_test = mlb.transform(test_ner_tags)
+
+# Vectorize tokens using TF-IDF
+tfidf_vectorizer = TfidfVectorizer()
+X_train = tfidf_vectorizer.fit_transform(train_tokens)
+X_validate = tfidf_vectorizer.transform(validate_tokens)
+X_test = tfidf_vectorizer.transform(test_tokens)
+
+# Train the model
+decision_tree = DecisionTreeClassifier()
+classifier = MultiOutputClassifier(decision_tree, n_jobs=-1)
+classifier.fit(X_train, y_train)
+
+# Save the model, vectorizer, and MultiLabelBinarizer
+joblib.dump(classifier, 'group_coursework_group17_model.pkl')
+joblib.dump(tfidf_vectorizer, 'group_coursework_group17_tfidf_vectorizer.pkl')
+joblib.dump(mlb, 'group_coursework_group17_mlb.pkl')
+
+print("Model training and saving completed successfully.")
+
--
GitLab