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frankknoll
2022-08-13 11:46:06 +02:00
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docs/data/batchCodeTables/Australia.json
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{"columns":["Batch","Adverse Reaction Reports","Deaths","Disabilities","Life Threatening Illnesses","Company","Countries","Severe reports","Lethality"],"data":[["FE8163",2,0,2,0,"PFIZER\\BIONTECH","Australia",null,null],["3002188",1,0,0,1,"MODERNA","Australia",null,null],["FJ5973",1,0,0,1,"PFIZER\\BIONTECH","Australia",null,null],["EP2163 SERIAL 1",1,1,0,0,"PFIZER\\BIONTECH","Australia",null,null],["EX2405",1,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FF4222",1,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FP1430",1,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FF3438",1,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FL350",1,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FF4206",2,0,1,0,"PFIZER\\BIONTECH","Australia",null,null],["FL7649",3,0,1,1,"PFIZER\\BIONTECH","Australia",null,null],["NO BATCH NUMBER",33,4,0,0,"PFIZER\\BIONTECH","Australia",null,null],["00002A",1,0,0,0,"MODERNA","Australia",null,null],["FK6268",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FN0565",2,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FL3560",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FH3219",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FP8290",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["UKNOWN",1,0,0,0,"MODERNA","Australia",null,null],["UNK",2,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FH3221",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FF4222-013",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FG7372",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FG3712",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FG1657",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["210957",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FE3712",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FE3430",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FA7912",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FA7812",2,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["FA7338",2,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["EX6564",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["ER7449",2,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["EJ8516",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null],["3006325",1,0,0,0,"MODERNA","Australia",null,null],["UNSURE",1,0,0,0,"PFIZER\\BIONTECH","Australia",null,null]]}
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{"columns":["Batch","Adverse Reaction Reports","Deaths","Disabilities","Life Threatening Illnesses","Company","Countries","Severe reports","Lethality"],"data":[["TRC049F21A",1,1,0,0,"MODERNA","Thailand",null,null],["30125BA",3,0,2,1,"PFIZER\\BIONTECH","Thailand",null,null],["TRC3005841",3,2,0,0,"MODERNA","Thailand",null,null],["TR021F21A",2,1,0,0,"MODERNA","Thailand",null,null],["3005841",52,5,0,0,"MODERNA","Thailand",null,null],["021F21A",53,5,0,0,"MODERNA","Thailand",null,null],["049F21A",98,3,0,0,"MODERNA","Thailand",null,null],["FF8841",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["049F214",2,0,0,0,"MODERNA","Thailand",null,null],["TRC021F21A",1,0,0,0,"MODERNA","Thailand",null,null],["J07BX03",1,0,0,0,"MODERNA","Thailand",null,null],["FN1430",2,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["FH3226",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["EW0151",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["063K21A",8,0,0,0,"MODERNA","Thailand",null,null],["940913",4,0,0,0,"MODERNA","Thailand",null,null],["3005841\/SR.4157",1,0,0,0,"MODERNA","Thailand",null,null],["1K078A",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["1I064A",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["1F1060A",1,0,0,0,"PFIZER\\BIONTECH","Thailand",null,null],["021F214",1,0,0,0,"MODERNA","Thailand",null,null]]}

2
docs/data/batchCodeTables/United Kingdom.json
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272
src/HowBadIsMyBatch.ipynb
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@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"id": "9de5907f-18f5-4cb1-903e-26028ff1fa03",
"metadata": {},
"outputs": [],
@@ -16,18 +16,10 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "d1e4fa9e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"13.08.2022, 11:23:40 Uhr\n"
]
}
],
"outputs": [],
"source": [
"from datetime import datetime\n",
"\n",
@@ -36,7 +28,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "1dbf9321",
"metadata": {},
"outputs": [],
@@ -86,20 +78,10 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": null,
"id": "ffad1c04",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" lastUpdated: 2022-08-05 00:00:00\n",
"lastUpdatedDataSource: 2022-08-12 00:00:00\n",
"needsUpdate: True\n"
]
}
],
"outputs": [],
"source": [
"dateProvider = DateProvider()\n",
"print(' lastUpdated:', dateProvider.getLastUpdated())\n",
@@ -110,7 +92,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": null,
"id": "e673b947",
"metadata": {},
"outputs": [],
@@ -122,7 +104,7 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": null,
"id": "e313a06c",
"metadata": {},
"outputs": [],
@@ -132,21 +114,10 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": null,
"id": "501f6c7b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/frankknoll/Dokumente/Corona/projects/HowBadIsMyBatch-pages/src'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"outputs": [],
"source": [
"pwd"
]
@@ -161,7 +132,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": null,
"id": "8f0bfb9c",
"metadata": {},
"outputs": [],
@@ -200,7 +171,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": null,
"id": "777ff543",
"metadata": {},
"outputs": [],
@@ -236,7 +207,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": null,
"id": "da7c965a",
"metadata": {},
"outputs": [],
@@ -251,64 +222,10 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": null,
"id": "d9b72506",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2022-08-13 11:23:57.796697: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n",
"2022-08-13 11:23:57.796741: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n",
"2022-08-13 11:24:00.387977: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory\n",
"2022-08-13 11:24:00.388003: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303)\n",
"2022-08-13 11:24:00.388023: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (frankknoll-XPS-13-9370): /proc/driver/nvidia/version does not exist\n",
"2022-08-13 11:24:00.388533: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n",
"To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"loading model...\n",
"Model: \"model\"\n",
"_________________________________________________________________\n",
" Layer (type) Output Shape Param # \n",
"=================================================================\n",
" image (InputLayer) [(None, 241, 62, 1)] 0 \n",
" \n",
" Conv1 (Conv2D) (None, 241, 62, 32) 320 \n",
" \n",
" pool1 (MaxPooling2D) (None, 120, 31, 32) 0 \n",
" \n",
" Conv2 (Conv2D) (None, 120, 31, 64) 18496 \n",
" \n",
" pool2 (MaxPooling2D) (None, 60, 15, 64) 0 \n",
" \n",
" reshape (Reshape) (None, 60, 960) 0 \n",
" \n",
" dense1 (Dense) (None, 60, 64) 61504 \n",
" \n",
" dropout (Dropout) (None, 60, 64) 0 \n",
" \n",
" bidirectional (Bidirectiona (None, 60, 256) 197632 \n",
" l) \n",
" \n",
" bidirectional_1 (Bidirectio (None, 60, 128) 164352 \n",
" nal) \n",
" \n",
" dense2 (Dense) (None, 60, 24) 3096 \n",
" \n",
"=================================================================\n",
"Total params: 445,400\n",
"Trainable params: 445,400\n",
"Non-trainable params: 0\n",
"_________________________________________________________________\n"
]
}
],
"outputs": [],
"source": [
"import numpy as np\n",
"import tensorflow as tf\n",
@@ -387,7 +304,7 @@
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": null,
"id": "918d088d",
"metadata": {},
"outputs": [],
@@ -437,7 +354,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": null,
"id": "9ccc73b3",
"metadata": {},
"outputs": [],
@@ -462,161 +379,10 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": null,
"id": "9a9e4d1e",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n",
"\n",
"====== WebDriver manager ======\n",
"Current google-chrome version is 94.0.4606\n",
"Get LATEST chromedriver version for 94.0.4606 google-chrome\n",
"Trying to download new driver from https://chromedriver.storage.googleapis.com/94.0.4606.113/chromedriver_linux64.zip\n",
"Driver has been saved in cache [/home/frankknoll/.wdm/drivers/chromedriver/linux64/94.0.4606.113]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1/1 [==============================] - 2s 2s/step\n"
]
},
{
"data": {
"text/plain": [
"'textInCaptchaImage: '"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"'A4916f'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n",
"\n",
"====== WebDriver manager ======\n",
"Current google-chrome version is 94.0.4606\n",
"Get LATEST chromedriver version for 94.0.4606 google-chrome\n",
"Driver [/home/frankknoll/.wdm/drivers/chromedriver/linux64/94.0.4606.113/chromedriver] found in cache\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1/1 [==============================] - 0s 51ms/step\n"
]
},
{
"data": {
"text/plain": [
"'textInCaptchaImage: '"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"'71Db8[UNK]'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1/1 [==============================] - 0s 27ms/step\n"
]
},
{
"data": {
"text/plain": [
"'textInCaptchaImage: '"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"'2f1712'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1/1 [==============================] - 0s 29ms/step\n"
]
},
{
"data": {
"text/plain": [
"'textInCaptchaImage: '"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"'D3830A'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1/1 [==============================] - 0s 29ms/step\n"
]
},
{
"data": {
"text/plain": [
"'textInCaptchaImage: '"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"'eeCDba'"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"outputs": [],
"source": [
"if needsUpdate:\n",
" downloadVAERSFileAndUnzip('2022VAERSData.zip')\n",