added code to scrape twitter with selenium
This commit is contained in:
simplypower-bbj
@@ -0,0 +1,600 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"from selenium.webdriver.common.by import By\n",
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"# import requests\n",
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"# import pyperclip\n",
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"from selenium_scraper import Twitter\n",
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"from datetime import timedelta, datetime\n",
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"from classes import Tweet\n",
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"import traceback\n",
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"import logging\n",
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"from database import connect_mongo"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"0"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# reset database\n",
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"# db = connect_mongo()\n",
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"# db.drop()\n",
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"# db.count_documents({'account':'@Maersk'})"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"data": {
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|
||||
" ('2015-01-28', '2015-02-07'),\n",
|
||||
" ('2015-01-17', '2015-01-27'),\n",
|
||||
" ('2015-01-06', '2015-01-16'),\n",
|
||||
" ('2014-12-26', '2015-01-05'),\n",
|
||||
" ('2014-12-15', '2014-12-25'),\n",
|
||||
" ('2014-12-04', '2014-12-14'),\n",
|
||||
" ('2014-11-23', '2014-12-03'),\n",
|
||||
" ('2014-11-12', '2014-11-22'),\n",
|
||||
" ('2014-11-01', '2014-11-11'),\n",
|
||||
" ('2014-10-21', '2014-10-31'),\n",
|
||||
" ('2014-10-10', '2014-10-20'),\n",
|
||||
" ('2014-09-29', '2014-10-09'),\n",
|
||||
" ('2014-09-18', '2014-09-28'),\n",
|
||||
" ('2014-09-07', '2014-09-17'),\n",
|
||||
" ('2014-08-27', '2014-09-06'),\n",
|
||||
" ('2014-08-16', '2014-08-26'),\n",
|
||||
" ('2014-08-05', '2014-08-15'),\n",
|
||||
" ('2014-07-25', '2014-08-04'),\n",
|
||||
" ('2014-07-14', '2014-07-24'),\n",
|
||||
" ('2014-07-03', '2014-07-13'),\n",
|
||||
" ('2014-06-22', '2014-07-02'),\n",
|
||||
" ('2014-06-11', '2014-06-21'),\n",
|
||||
" ('2014-05-31', '2014-06-10'),\n",
|
||||
" ('2014-05-20', '2014-05-30'),\n",
|
||||
" ('2014-05-09', '2014-05-19'),\n",
|
||||
" ('2014-04-28', '2014-05-08'),\n",
|
||||
" ('2014-04-17', '2014-04-27'),\n",
|
||||
" ('2014-04-06', '2014-04-16'),\n",
|
||||
" ('2014-03-26', '2014-04-05'),\n",
|
||||
" ('2014-03-15', '2014-03-25'),\n",
|
||||
" ('2014-03-04', '2014-03-14'),\n",
|
||||
" ('2014-02-21', '2014-03-03'),\n",
|
||||
" ('2014-02-10', '2014-02-20'),\n",
|
||||
" ('2014-01-30', '2014-02-09'),\n",
|
||||
" ('2014-01-19', '2014-01-29'),\n",
|
||||
" ('2014-01-08', '2014-01-18'),\n",
|
||||
" ('2013-12-28', '2014-01-07'),\n",
|
||||
" ('2013-12-17', '2013-12-27'),\n",
|
||||
" ('2013-12-06', '2013-12-16'),\n",
|
||||
" ('2013-11-25', '2013-12-05'),\n",
|
||||
" ('2013-11-14', '2013-11-24'),\n",
|
||||
" ('2013-11-03', '2013-11-13'),\n",
|
||||
" ('2013-10-23', '2013-11-02'),\n",
|
||||
" ('2013-10-12', '2013-10-22'),\n",
|
||||
" ('2013-10-01', '2013-10-11'),\n",
|
||||
" ('2013-09-20', '2013-09-30'),\n",
|
||||
" ('2013-09-09', '2013-09-19'),\n",
|
||||
" ('2013-08-29', '2013-09-08'),\n",
|
||||
" ('2013-08-18', '2013-08-28'),\n",
|
||||
" ('2013-08-07', '2013-08-17'),\n",
|
||||
" ('2013-07-27', '2013-08-06'),\n",
|
||||
" ('2013-07-16', '2013-07-26'),\n",
|
||||
" ('2013-07-05', '2013-07-15'),\n",
|
||||
" ('2013-06-24', '2013-07-04'),\n",
|
||||
" ('2013-06-13', '2013-06-23'),\n",
|
||||
" ('2013-06-02', '2013-06-12'),\n",
|
||||
" ('2013-05-22', '2013-06-01'),\n",
|
||||
" ('2013-05-11', '2013-05-21'),\n",
|
||||
" ('2013-04-30', '2013-05-10'),\n",
|
||||
" ('2013-04-19', '2013-04-29'),\n",
|
||||
" ('2013-04-08', '2013-04-18'),\n",
|
||||
" ('2013-03-28', '2013-04-07'),\n",
|
||||
" ('2013-03-17', '2013-03-27'),\n",
|
||||
" ('2013-03-06', '2013-03-16'),\n",
|
||||
" ('2013-02-23', '2013-03-05'),\n",
|
||||
" ('2013-02-12', '2013-02-22'),\n",
|
||||
" ('2013-02-01', '2013-02-11'),\n",
|
||||
" ('2013-01-21', '2013-01-31'),\n",
|
||||
" ('2013-01-10', '2013-01-20'),\n",
|
||||
" ('2012-12-30', '2013-01-09'),\n",
|
||||
" ('2012-12-19', '2012-12-29'),\n",
|
||||
" ('2012-12-08', '2012-12-18'),\n",
|
||||
" ('2012-11-27', '2012-12-07'),\n",
|
||||
" ('2012-11-16', '2012-11-26'),\n",
|
||||
" ('2012-11-05', '2012-11-15'),\n",
|
||||
" ('2012-10-25', '2012-11-04'),\n",
|
||||
" ('2012-10-14', '2012-10-24'),\n",
|
||||
" ('2012-10-03', '2012-10-13'),\n",
|
||||
" ('2012-09-22', '2012-10-02'),\n",
|
||||
" ('2012-09-11', '2012-09-21'),\n",
|
||||
" ('2012-08-31', '2012-09-10'),\n",
|
||||
" ('2012-08-20', '2012-08-30'),\n",
|
||||
" ('2012-08-09', '2012-08-19'),\n",
|
||||
" ('2012-07-29', '2012-08-08'),\n",
|
||||
" ('2012-07-18', '2012-07-28'),\n",
|
||||
" ('2012-07-07', '2012-07-17'),\n",
|
||||
" ('2012-06-26', '2012-07-06'),\n",
|
||||
" ('2012-06-15', '2012-06-25'),\n",
|
||||
" ('2012-06-04', '2012-06-14'),\n",
|
||||
" ('2012-05-24', '2012-06-03'),\n",
|
||||
" ('2012-05-13', '2012-05-23'),\n",
|
||||
" ('2012-05-02', '2012-05-12'),\n",
|
||||
" ('2012-04-21', '2012-05-01'),\n",
|
||||
" ('2012-04-10', '2012-04-20'),\n",
|
||||
" ('2012-03-30', '2012-04-09'),\n",
|
||||
" ('2012-03-19', '2012-03-29'),\n",
|
||||
" ('2012-03-08', '2012-03-18'),\n",
|
||||
" ('2012-02-26', '2012-03-07'),\n",
|
||||
" ('2012-02-15', '2012-02-25'),\n",
|
||||
" ('2012-02-04', '2012-02-14'),\n",
|
||||
" ('2012-01-24', '2012-02-03'),\n",
|
||||
" ('2012-01-13', '2012-01-23'),\n",
|
||||
" ('2012-01-02', '2012-01-12'),\n",
|
||||
" ('2011-12-22', '2012-01-01'),\n",
|
||||
" ('2011-12-11', '2011-12-21'),\n",
|
||||
" ('2011-11-30', '2011-12-10'),\n",
|
||||
" ('2011-11-19', '2011-11-29'),\n",
|
||||
" ('2011-11-08', '2011-11-18'),\n",
|
||||
" ('2011-10-28', '2011-11-07'),\n",
|
||||
" ('2011-10-17', '2011-10-27'),\n",
|
||||
" ('2011-10-06', '2011-10-16'),\n",
|
||||
" ('2011-09-25', '2011-10-05'),\n",
|
||||
" ('2011-09-14', '2011-09-24'),\n",
|
||||
" ('2011-09-03', '2011-09-13'),\n",
|
||||
" ('2011-08-23', '2011-09-02'),\n",
|
||||
" ('2011-08-12', '2011-08-22'),\n",
|
||||
" ('2011-08-01', '2011-08-11'),\n",
|
||||
" ('2011-07-21', '2011-07-31'),\n",
|
||||
" ('2011-07-10', '2011-07-20'),\n",
|
||||
" ('2011-06-29', '2011-07-09'),\n",
|
||||
" ('2011-06-18', '2011-06-28'),\n",
|
||||
" ('2011-06-07', '2011-06-17'),\n",
|
||||
" ('2011-05-27', '2011-06-06'),\n",
|
||||
" ('2011-05-16', '2011-05-26'),\n",
|
||||
" ('2011-05-05', '2011-05-15'),\n",
|
||||
" ('2011-04-24', '2011-05-04'),\n",
|
||||
" ('2011-04-13', '2011-04-23'),\n",
|
||||
" ('2011-04-02', '2011-04-12'),\n",
|
||||
" ('2011-03-22', '2011-04-01'),\n",
|
||||
" ('2011-03-11', '2011-03-21'),\n",
|
||||
" ('2011-02-28', '2011-03-10'),\n",
|
||||
" ('2011-02-17', '2011-02-27'),\n",
|
||||
" ('2011-02-06', '2011-02-16'),\n",
|
||||
" ('2011-01-26', '2011-02-05'),\n",
|
||||
" ('2011-01-15', '2011-01-25'),\n",
|
||||
" ('2011-01-04', '2011-01-14'),\n",
|
||||
" ('2010-12-24', '2011-01-03')]"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# prepare date lists to redo on error\n",
|
||||
"end_date = datetime.utcnow()\n",
|
||||
"start_date = end_date - timedelta(days=10)\n",
|
||||
"\n",
|
||||
"end_date_list = [end_date.strftime('%Y-%m-%d')]\n",
|
||||
"start_date_list = [start_date.strftime('%Y-%m-%d')]\n",
|
||||
"while start_date.year > 2010:\n",
|
||||
" end_date = start_date - timedelta(days=1)\n",
|
||||
" end_date_list.append(end_date.strftime('%Y-%m-%d'))\n",
|
||||
" start_date = end_date - timedelta(days=10)\n",
|
||||
" start_date_list.append(start_date.strftime('%Y-%m-%d'))\n",
|
||||
"\n",
|
||||
"date_list = list(zip(start_date_list, end_date_list))\n",
|
||||
"date_list"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n",
|
||||
"ERROR:root:failed extracting post url\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"number of posts read: 25\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"def get_period(start_date, end_date):\n",
|
||||
" # setup\n",
|
||||
" account = 'Maersk'\n",
|
||||
" try:\n",
|
||||
" twitter = Twitter()\n",
|
||||
" twitter.setup()\n",
|
||||
" twitter._open_page(account, start_date, end_date)\n",
|
||||
" db = connect_mongo()\n",
|
||||
" # scrape\n",
|
||||
" limit = 500\n",
|
||||
" attempts = 0\n",
|
||||
" while attempts < limit and twitter.unread_posts_available():\n",
|
||||
" try:\n",
|
||||
" content, elem = twitter.get_post()\n",
|
||||
" except Exception:\n",
|
||||
" print('an error occurred')\n",
|
||||
" traceback.print_exc()\n",
|
||||
" break\n",
|
||||
" else:\n",
|
||||
" # print(content)\n",
|
||||
" t = Tweet(**content)\n",
|
||||
" db_id = db.insert_one(t.as_db_dict()).inserted_id\n",
|
||||
" # print(f\"\"\"inserted tweet from {t.time.strftime('%Y-%m-%d %H:%M:%S')} with db id: {db_id}\"\"\")\n",
|
||||
" attempts += 1\n",
|
||||
" print('number of posts read: ', twitter.number_of_posts_read())\n",
|
||||
" except Exception:\n",
|
||||
" print('error occurred')\n",
|
||||
" finally:\n",
|
||||
" twitter.close()\n",
|
||||
"\n",
|
||||
"# now = datetime.utcnow()\n",
|
||||
"# start_date = datetime(2023, 3, 1)\n",
|
||||
"# get_period(start_date, now)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# keep scraping until all periods have been fetched without error\n",
|
||||
"while len(start_date_list) > 0 and len(end_date_list) > 0:\n",
|
||||
" start_date, end_date = date_list.pop(0)\n",
|
||||
" try:\n",
|
||||
" get_period(start_date, end_date)\n",
|
||||
" except:\n",
|
||||
" date_list.append((start_date, end_date))\n",
|
||||
" print(f'retrying later due to error getting period: [{start_date}:{end_date}]')\n",
|
||||
" else:\n",
|
||||
" print(f'finished getting period: [{start_date}:{end_date}]')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "venv",
|
||||
"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": "3.10.6"
|
||||
},
|
||||
"orig_nbformat": 4,
|
||||
"vscode": {
|
||||
"interpreter": {
|
||||
"hash": "1d532f3642617da00cbdbdc5ef98bd8d4ca226c95ac593ade79d8cbc880a2afe"
|
||||
}
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user