test twitter collection

This commit is contained in:
⧉ infominer 2021-01-22 22:15:32 -05:00
parent dc9270e1ee
commit 08ca6cb42e
3 changed files with 173 additions and 22 deletions

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.github/workflows/twitter.yml vendored Normal file
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# This is a basic workflow to help you get started with Actions
name: twitter collections
# Controls when the action will run. Triggers the workflow on push or pull request
# events but only for the master branch
on:
schedule:
- cron: '0 18 * * 6'
push:
paths:
- 'twscraper.py'
- '.github/workflows/twitter.yml'
# A workflow run is made up of one or more jobs that can run sequentially or in parallel
jobs:
# This workflow contains a single job called "build"
build:
# The type of runner that the job will run on
runs-on: ubuntu-latest
# Steps represent a sequence of tasks that will be executed as part of the job
steps:
# Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
- uses: actions/checkout@v2
- uses: actions/setup-python@v2
with:
python-version: '3.9.0' # Version range or exact version of a Python version to use, using SemVer's version range syntax
- uses: py-actions/py-dependency-install@v2
with:
path: requirements.txt
- shell: bash
env: # Or as an environment variable
CONSUMER_KEY: ${{ secrets.CONSUMER_KEY }}
CONSUMER_SECRET: ${{ secrets.CONSUMER_SECRET }}
ACCESS_KEY: ${{ secrets.ACCESS_KEY }}
ACCESS_SECRET: ${{ secrets.ACCESS_SECRET }}
run: python twscraper.py
- name: Deploy Changes
run: |
git remote add gh-token "https://github.com/decentralized-id/decentralized-id.github.io.git"
git config user.name "github-actions[bot]"
git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
git pull
git commit -a -m "add twitter collection"
git push gh-token master

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requirements.txt Normal file
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tweepy
webpreview

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import tweepy
import csv
import pandas as pd
#### Credentials
CONSUMER_KEY = os.environ.get('CONSUMER_KEY')
CONSUMER_SECRET = os.environ.get('CONSUMER_SECRET')
ACCESS_KEY = os.environ.get('ACCESS_KEY')
ACCESS_SECRET = os.environ.get('ACCESS_SECRET')
consumer_key = os.environ.get('CONSUMER_KEY')
consumer_secret = os.environ.get('CONSUMER_SECRET')
access_token = os.environ.get('ACCESS_KEY')
access_token_secret = os.environ.get('ACCESS_SECRET')
#### Authorization
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
@ -24,15 +22,18 @@ from datetime import date, timedelta, datetime
current_date = date.today()
days_before = (date.today()-timedelta(days=7))
now = datetime.now()
date_time = current_date.strftime("%m%d%y")
date_time = current_date.strftime("%Y-%m-%d")
startDate = days_before.strftime("%Y-%m-%d, %H:%M:%S")
#### Open CSV + Write Column Names
fname = 'SSI-DID_' + date_time + '.csv'
fname = '/_data/twitter/search_' + date_time + '.csv'
csvFile = open(fname, 'w+')
csvWriter = csv.writer(csvFile)
csvWriter.writerow(["Time","ID", "Link", "Likes", "Shares", "User", "Text", "Hashtags", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL", "QuoteID", "QuoteText", "QuoteImg", "QuoteUrl"])
csvWriter.writerow(["Time","Link", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL", "QuoteID", "QuoteImg", "QuoteUrl"])
lines_seen = []
text_seen = []
tweet_ids = []
for keyword in keywords:
# Search hashtags\keywords
@ -51,21 +52,16 @@ for keyword in keywords:
seen = 'FALSE'
### Set basic tweet attributes
retweetcount = tweet.retweet_count
favorites = tweet.favorite_count
username = tweet.user.screen_name
id = "https://twitter.com/" + username + "/status/" + tweet.id_str
idstr = tweet.id_str
text = tweet.full_text
hashtags = [hashtag['text'] for hashtag in tweet.entities["hashtags"]]
created = str(tweet.created_at)
#### Only add line to csv if it's not already been added
if hasattr(tweet, 'quoted_status'):
quotedid = 'https://twitter.com/' + tweet.quoted_status.user.screen_name + '/status/' + tweet.quoted_status_id_str
print("Quoted ID " + quotedid)
if quotedid in lines_seen:
print("Quoted Status Seen")
seen = 'TRUE'
for y in lines_seen:
if id == y:
@ -73,7 +69,7 @@ for keyword in keywords:
for q in text_seen:
if text == q:
seen = 'TRUE'
if seen == 'TRUE' or username == "Docbasia": continue
if seen == 'TRUE': continue
else:
### Keep track of seen lines \ tweets
lines_seen.append(id)
@ -84,7 +80,7 @@ for keyword in keywords:
user = tweet.in_reply_to_user_id_str
replink = "https://twitter.com/" + user + "/" + reply
except:
print("no reply url")
pass
### Check for images in tweet
if 'media' in tweet.entities:
for media in tweet.extended_entities['media']:
@ -97,7 +93,7 @@ for keyword in keywords:
### Look for metadata
from webpreview import web_preview
### Unless link is an image pdf twitter or insta
if username == "Docbasia" or 'twitter.com' in lkn or '.png' in lkn or '.jpg' in lkn or '.pdf' in lkn or 'instagram.com' in lkn or 'linkedin.com' in lkn or 'facebook.com' in lkn: continue
if 'twitter.com' in lkn or '.png' in lkn or '.jpg' in lkn or '.pdf' in lkn or 'instagram.com' in lkn or 'linkedin.com' in lkn or 'facebook.com' in lkn: pass
else:
try:
### get title img description
@ -108,10 +104,9 @@ for keyword in keywords:
description.append(desc)
image.append(ima)
except:
print("broken link")
pass
### If it's a quote-tweet, get original stats
if hasattr(tweet, 'quoted_status'):
print("Quoted Status NotSeen")
qtmedia = ['']
qturls = ['']
qttext = tweet.quoted_status.full_text
@ -124,10 +119,118 @@ for keyword in keywords:
for url in tweet.quoted_status.entities['urls']:
qturls.append(url['expanded_url'])
#### Column attributes
line = [created, "'"+idstr+"'", id, favorites, retweetcount, username, text, hashtags, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
line = [created, id, lnks, title, description, image, medias, replink, qtid, qtmedia, qturls]
#### Write row to CSV and print line
csvWriter.writerow(line)
print(line)
tweet_ids.append(idstr)
print(idstr)
#### Get USER Tweets
tweets = []
ids = []
tmpTweets = api.user_timeline('DecentralizeID')
for tweet in tmpTweets:
created = tweet.created_at.strftime("%Y-%m-%d, %H:%M:%S")
if created < date_time and created > startDate:
tweets.append(tweet)
while (tmpTweets[-1].created_at.strftime("%Y-%m-%d, %H:%M:%S") > startDate):
print("Last Tweet @", tmpTweets[-1].created_at, " - fetching some more")
tmpTweets = api.user_timeline(username, max_id = tmpTweets[-1].id)
for tweet in tmpTweets:
createdate = tweet.created_at.strftime("%Y-%m-%d, %H:%M:%S")
if createdate < date_time and createdate > startdate:
tweets.append(tweet)
for tweet in tweets:
created = str(tweet.created_at)
id = "https://twitter.com/" + username + "/status/" + tweet.id_str
idstr = str(tweet.id_str)
username = tweet.user.screen_name
if hasattr(tweet, 'text'):
text = tweet.text
if hasattr(tweet, 'full_text'):
text = tweet.full_text
try:
username = tweet.retweeted_status.user.screen_name
id = "https://twitter.com/" + tweet.retweeted_status.user.screen_name + "/status/" + tweet.retweeted_status.id_str
idstr = tweet.retweeted_status.id_str
except:
pass
if id not in ids:
ids.append(id)
tweet_ids.append(idstr)
line = [created, id, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
#### Write row to CSV and print line
csvWriter.writerow(line)
csvFile.close()
print("Complete")
print(tweet_ids)
# Create Collection
from requests_oauthlib import OAuth1Session
import json
## OAuth vs Tweepy auth, idk why can't create collection with above tweepy auth
twitter = OAuth1Session(consumer_key,
client_secret=consumer_secret,
resource_owner_key=access_token,
resource_owner_secret=access_token_secret)
# create
url = 'https://api.twitter.com/1.1/collections/create.json'
params_create = {
'name': 'Decentralized-ID Curated ' + date_time,
'description': 'Decentralized Identity Curated Tweets by @infominer33 via identosphere.net',
'timeline_order': 'tweet_chron'
}
r = twitter.post(url, data=params_create)
print(r.json())
print(r.json()['response'])
# 'response': {'timeline_id': 'custom-1180945428222595074'}}
## Extract ID from response
res = str(r.json()['response'])
ss1 = "{'timeline_id': 'custom-"
ss2 = "'}"
resp = res.removeprefix(ss1)
response = resp.removesuffix(ss2)
timeline_id = r.json()['response']['timeline_id']
# the collection can be viewed at, eg: https://twitter.com/laurenfratamico/timelines/1180945428222595074
# bulk add
url = 'https://api.twitter.com/1.1/collections/entries/curate.json'
# split into batches of 100 for the uploads
n = 100
batches = [tweet_ids[i:i + n] for i in range(0, len(tweet_ids), n)]
print (len(batches))
for batch in batches:
params_add = {
"id": timeline_id,
"changes": []
}
for tweet_id in batch:
sub_params_add = {
"tweet_id": str(tweet_id),
"op": "add"
}
params_add['changes'].append(sub_params_add)
r = twitter.post(url, data=json.dumps(params_add))
print(r.json())
file_name = "/_posts/twitter/" + str(date_time) + '-twitter.md'
f = open(file_name,"w+")
str1 = "---\n"
str2 = 'title: "Twitter Collection ' + date_time + '"\n'
str3 = 'description: "Collection of tweets on decentralized identity ' + date_time + '"\n'
str4 = "last_modified_at: " + date_time + '\n'
str5 = "---\n"
str6 = "\n\n"
str7 = '<a class="twitter-timeline" href="https://twitter.com/DecentralizeID/timelines/' + response + '">Decentralized Identity - Curated ' + date_time + '</a> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>'
L = [str1, str2, str3, str4, str5, str6, str7]
f.writelines(L)
f.close()