notebook.community

Edit and run 





In [1]:



    


from __future__ import print_function

import requests
from requests_oauthlib import OAuth1

from urlparse import urlparse, urlunparse
from urllib import urlencode
from urllib import __version__ as urllib_version

import simplejson as json

import time
from datetime import datetime
import pytz

import sys

utc = pytz.utc

The following oauth keys have been disabled and are here as an example only.





In [2]:



    


credentials = {
'consumer_key': 'rAVG6KNhMYFmdlMKH9o',
'consumer_secret': '7uQA2s4YQrsrqPZp2xhujh54tWXBD4wRtyxEV6y7kHl',
'access_token_key': '144654323-rumbBx4JCgwQQUArpRZ6XJSyigjhjukkkYeERoh9qm9oN1',
'access_token_secret': 'Ihkn61Qfy0X6yaMbhbyzTEjNFfhdtWTKw70qyEOtTESQfdfdfN'}

Recent 200 Followers of a Twitter ID

The following class uses the requests and requests_oauthlib packages to issue an html request to the Twitter REST API. It returns information about the 200 users to most recently follow a person/id on Twitter.





In [4]:



    


class RecentFollowers(object):
    """
    Class to query Twitter for 200 most recent followers of a user.
    """
    def __init__(self, user_id):
        """
        Initialize the class. Bring in and set config vars.
        """
        self._user_agent = 'Python-urllib/%s' % urllib_version
        self._url = 'https://api.twitter.com/1.1/followers/list.json'
        self._oauth = OAuth1(
            credentials['consumer_key'],
            credentials['consumer_secret'],
            credentials['access_token_key'],
            credentials['access_token_secret'])
        self._parameters = {
            'user_id': user_id,
            'count': int(200),
            'skip_status': False,
            'include_user_entities': True,
            'cursor': -1
        }

    def get(self):
        """
        Issue the get request to the Twitter API and parse the response.
        """
        # Parse the URL into components        
        (scheme, netloc, path, params, query, fragment) = urlparse(self._url)
        # Use parameters to encode request and add to URL
        encoded_params = urlencode(
            dict(
                [(k, str(v).encode('utf-8')) for k, v in list(self._parameters.items())]
            )
        )
        if query:
            query += '&' + encoded_params
        else:
            query = encoded_params
        # Form the URL
        url = urlunparse((scheme, netloc, path, params, query, fragment))
        # Issue the request
        resp = requests.get(url, auth=self._oauth)
        # Get the response code
        resp_code = resp.status_code
        # Get the data
        resp_data = resp.content.decode('utf-8')

        # Return a tuple of response code and data
        return (resp_code, resp_data)

Execute

Notice that there are two components in the get method: the response code and the response data. If the code is 200, you have received a valid response. Otherwises, it's probably time to debug. The data is a single JSON blob.





In [7]:



    


# Hillary's user id is 1339835893
hillary_followers = RecentFollowers(user_id=1339835893)
(resp_code, resp_data) = hillary_followers.get()
if resp_code == 200:
    print("data loaded")
json_data = json.loads(resp_data)
print("data parsed")



    


















    






data loaded
data parsed

















In [11]:



    


len(json_data['users'])



    


















    
Out[11]:








200

Streaming Filter API

The class below and example show how to use the streaming filter API. This is generally best run outside of Jupyter, as the stream process will block the kernel. I tend to collect data in a screened process to files on disk. You could use Spark Streaming to detect and load those files.





In [34]:



    


class Stream(object):
    """
    Class to query Twitter's streaming API.
    """
    def __init__(self, follow=None, track=None):
        """
        Initialize the class. Bring in and set config vars.
        """
        # Parse input options
        if follow is None and track is None:
            raise ValueError({'message': "follow or track filter must be specified."})
        # Get config
        self._user_agent = 'Python-urllib/%s' % urllib_version
        self._url = 'https://stream.twitter.com/1.1/statuses/filter.json'
        self._oauth = OAuth1(
            credentials['consumer_key'],
            credentials['consumer_secret'],
            credentials['access_token_key'],
            credentials['access_token_secret'])
        self._parameters = {
            'stall_warnings': str(True)
        }
        if follow:
            self._parameters['follow'] = ','.join(follow)
        if track:
            self._parameters['track'] = ','.join(track)
    
    def get(self):
        try:
            return requests.post(self._url, data=self._parameters, stream=True, auth=self._oauth, timeout=60)
        except Exception as e:
            print("exception: %s" % str(e))



    











In [35]:



    


stream_data = Stream(track=['data','spark'])

Streamed Data

Each line is a response, but you need to use iter_lines on the returned data to form the responses into complete lines. Otherwise, entries may be split between lines. Also, there are no commas between responses, just line breaks.





In [39]:



    


for line in stream_data.get().iter_lines():
    if line:
        print('\nstart --%s-- end\n' % line)



    


















    






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KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-39-dd1a0cb5e027> in <module>()
----> 1 for line in stream_data.get().iter_lines():
      2     if line:
      3         print('\nstart --%s-- end\n' % line)

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/site-packages/requests/models.pyc in iter_lines(self, chunk_size, decode_unicode, delimiter)
    704         pending = None
    705 
--> 706         for chunk in self.iter_content(chunk_size=chunk_size, decode_unicode=decode_unicode):
    707 
    708             if pending is not None:

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/site-packages/requests/models.pyc in generate()
    662             if hasattr(self.raw, 'stream'):
    663                 try:
--> 664                     for chunk in self.raw.stream(chunk_size, decode_content=True):
    665                         yield chunk
    666                 except ProtocolError as e:

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/site-packages/requests/packages/urllib3/response.pyc in stream(self, amt, decode_content)
    347         """
    348         if self.chunked:
--> 349             for line in self.read_chunked(amt, decode_content=decode_content):
    350                 yield line
    351         else:

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/site-packages/requests/packages/urllib3/response.pyc in read_chunked(self, amt, decode_content)
    496         with self._error_catcher():
    497             while True:
--> 498                 self._update_chunk_length()
    499                 if self.chunk_left == 0:
    500                     break

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/site-packages/requests/packages/urllib3/response.pyc in _update_chunk_length(self)
    442         if self.chunk_left is not None:
    443             return
--> 444         line = self._fp.fp.readline()
    445         line = line.split(b';', 1)[0]
    446         try:

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/socket.pyc in readline(self, size)
    449             while True:
    450                 try:
--> 451                     data = self._sock.recv(self._rbufsize)
    452                 except error, e:
    453                     if e.args[0] == EINTR:

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/ssl.pyc in recv(self, buflen, flags)
    732                     "non-zero flags not allowed in calls to recv() on %s" %
    733                     self.__class__)
--> 734             return self.read(buflen)
    735         else:
    736             return self._sock.recv(buflen, flags)

/home/jason/anaconda/envs/spark-jupyter/lib/python2.7/ssl.pyc in read(self, len, buffer)
    619                 v = self._sslobj.read(len, buffer)
    620             else:
--> 621                 v = self._sslobj.read(len or 1024)
    622             return v
    623         except SSLError as x:

KeyboardInterrupt: 
















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