Example #1
0
    def db_reset_all_hashtags(db=None, hashtag=None):
        mongo_db_name = environ.get('mongo_db_name')
        mongo_hashtags_col_name = environ.get('mongo_hashtags_col_name')
        assert vyperapi.is_not_none(db), 'There is no db.'
        assert vyperapi.is_not_none(
            mongo_db_name), 'There is no mongo_db_name.'
        assert vyperapi.is_not_none(
            mongo_hashtags_col_name), 'There is no mongo_hashtags_col_name.'

        tb_name = mongo_db_name
        col_name = mongo_hashtags_col_name
        table = db[tb_name]
        coll = table[col_name]

        try:
            ts_time = _utils.timeStamp(offset=0, use_iso=True)
            coll.updateMany({}, [{
                "$unset": attr
            }, {
                "$set": {
                    "modified": ts_time
                }
            }])
            return True
        except:
            return False
Example #2
0
def most_recent_number_of_days(bucket, num_days=30):
    '''
    To Do: Do some analysis to see if there are any articles that have not been tweeted recently? (Whatever thay means.)
    '''
    period_secs = (normalize_int_from_str(num_days) * 24 * 60 * 60)
    thirty_days_ago = datetime.fromisoformat(
        _utils.timeStamp(offset=-period_secs, use_iso=True))
    period_secs += 3600  # Daylight Savings Time issue? Or typical translation bias?
    new_bucket = [] if (isinstance(
        bucket, list)) else {} if (isinstance(bucket, dict)) else None
    if (new_bucket is not None):
        for ts in bucket if (isinstance(bucket, list)) else bucket.keys() if (
                isinstance(bucket, dict)) else []:
            if (len(ts.split('T')) > 1):
                dt = datetime.fromisoformat(ts)
                delta = dt - thirty_days_ago
                __is__ = delta.total_seconds() < period_secs
                if (__is__):
                    if (isinstance(bucket, list)):
                        new_bucket.append(ts)
                    elif (isinstance(bucket, dict)):
                        new_bucket[ts] = bucket.get(ts)
            else:
                new_bucket[ts] = bucket.get(ts)
    assert len(
        new_bucket) > 0, 'There cannot be less than one item after an update.'
    return new_bucket
Example #3
0
 def rotate(self):
     _fname = self.logFileName
     logging.info('Rotate Log for "%s".' % (_fname))
     ts = _utils.timeStamp()
     if (sys.platform == 'win32'):
         ts = ts.replace(':', '-')
     _fh = open('%s_%s.log' % ('_'.join(_fname.split('_')[0:-1]), ts), 'w')
     self.f.flush()
     self.f.seek(0)
     _fh.writelines('\n'.join(self.f.readlines()))
     _fh.close()
     self.f.truncate()
Example #4
0
 def __init__(self, *args, **kwargs):
     self.callback = dummy_callback
     smtpd.SMTPServer.__init__(self, *args, **kwargs)
     self.mailboxFile = None
     self.multi_file = True
     self.is_debugging = False
     self.use_html = True
     self.author = 'Vyper Logix Corp. <http://www.vyperlogix.com>'
     self.__author__ = self.author
     self.copyright = '(c). Copyright 1990-%s, Vyper Logix Corp., All Right Reserved., You must ontain the right to use.' % (
         _utils.timeStamp(format=_utils.formatDate_YYYY()))
     self.__copyright__ = self.copyright
     self.cwd = os.path.abspath(os.curdir)
Example #5
0
 def record_results(self,results):
   if (results != None):
     _name = misc.funcName()
     _dbx = self.dbx
     ts = _utils.timeStamp()
     nk1 = len(_dbx.keys())
     _keys = _dbx.normalizedSortedKeys()
     if (len(_keys) > 0):
       try:
         _last_i = int(_keys[0].split(',')[0])
       except:
         _last_i = -1
     else:
       _last_i = 0
     if (_last_i > -1):
       _dbx['%d,%s' % (_last_i+1,ts)] = results
       nk2 = len(_dbx.keys())
       logging.info('(%s) :: There were %d key%s but now %d key%s in the file named %s.' % (_name,nk1,'s' if nk1 > 1 else '',nk2,'s' if nk2 > 1 else '',self.c_dbxName))
       for k in _keys[0:5]:
         logging.info('(%s) :: %s.' % (_name,k))
       _dbx.sync()
       _dbx.close()
   else:
     logging.warning('Unable to record the results due to there are no results to record because results are of type "%s".' % (type(results)))
Example #6
0
    def process_message(self, peer, mailfrom, rcpttos, data):
        f_unpack = lambda foo, key: foo[key][0] if (misc.isList(foo[key])
                                                    ) else foo[key]
        try:
            SmtpMailsinkServer._count_messages += 1
            try:
                d = self.parseMessage(data)
            except:
                exc_info = sys.exc_info()
                info_string = '\n'.join(traceback.format_exception(*exc_info))
                logMessage(info_string,
                           ObjectTypeName.typeName(self),
                           misc.funcName(),
                           _logging=standardLogging.LoggingLevels.error)
            if (self.multi_file):
                _toAddr = f_unpack(d, const_to_symbol)
                _path = _utils.safely_mkdir(fpath=self.cwd,
                                            dirname=os.sep.join(
                                                ['mailboxes', _toAddr]))
                _fMbx = self.mailboxFile
                self.mailboxFile = open(
                    '%s.%s' % (os.sep.join([
                        _path, _utils.timeStamp().replace(':', '')
                    ]), 'html' if (self.use_html) else 'txt'), 'w')
            info_string = 'DEBUG: self.mailboxFile is "%s".' % (
                self.mailboxFile)
            logMessage(info_string,
                       ObjectTypeName.typeName(self),
                       misc.funcName(),
                       _logging=standardLogging.LoggingLevels.error)
            if self.mailboxFile is not None:
                #_utils.print_stderrout("Mail From is %s\n" % mailfrom)
                try:
                    io_buffer = _utils.stringIO()
                    if (self.is_debugging):
                        d.prettyPrint(prefix='',
                                      title='Mail Parts',
                                      fOut=io_buffer)
                    else:
                        if (self.use_html):
                            print >> io_buffer, self.renderHTML(
                                f_unpack(d, const_subject_symbol),
                                f_unpack(d, const_body_symbol))
                        else:
                            print >> io_buffer, '%s' % (f_unpack(
                                d, const_subject_symbol))
                            print >> io_buffer, '%s' % ('\n'.join(
                                f_unpack(d, const_body_symbol)))
                    s = io_buffer.getvalue()
                    self.mailboxFile.write(s)
                except:
                    exc_info = sys.exc_info()
                    info_string = '\n'.join(
                        traceback.format_exception(*exc_info))
                    logMessage(info_string,
                               ObjectTypeName.typeName(self),
                               misc.funcName(),
                               _logging=standardLogging.LoggingLevels.error)
                #self.mailboxFile.write( "="*80 )
                #self.mailboxFile.write( "\n\n" )
                self.mailboxFile.flush()
                if (self.multi_file):
                    self.mailboxFile.close()
                    self.mailboxFile = _fMbx
            else:
                print >> sys.stderr, 'ERROR: self.mailboxFile is "%s".' % (
                    self.mailboxFile)

            if (callable(self.callback)):
                try:
                    info_string = 'DEBUG: mailfrom is "%s", rcpttos is "%s".' % (
                        mailfrom, rcpttos)
                    logMessage(info_string,
                               ObjectTypeName.typeName(self),
                               misc.funcName(),
                               _logging=standardLogging.LoggingLevels.error)
                    self.callback(d, mailfrom, rcpttos, data)
                except:
                    exc_info = sys.exc_info()
                    info_string = '\n'.join(
                        traceback.format_exception(*exc_info))
                    logMessage(info_string,
                               ObjectTypeName.typeName(self),
                               misc.funcName(),
                               _logging=standardLogging.LoggingLevels.error)
            else:
                logMessage(
                    'Cannot issue callback because callback is not callable.',
                    ObjectTypeName.typeName(self),
                    misc.funcName(),
                    _logging=standardLogging.LoggingLevels.warning)

            info_string = 'SmtpMailsinkServer._count_messages=%d' % (
                SmtpMailsinkServer._count_messages)
            logMessage(info_string,
                       ObjectTypeName.typeName(self),
                       misc.funcName(),
                       _logging=standardLogging.LoggingLevels.info)
        except:
            exc_info = sys.exc_info()
            info_string = '\n'.join(traceback.format_exception(*exc_info))
            logMessage(info_string,
                       ObjectTypeName.typeName(self),
                       misc.funcName(),
                       _logging=standardLogging.LoggingLevels.error)
Example #7
0
    def renderHTML(self, subj, body):
        from vyperlogix.html import myOOHTML as oohtml
        h_html = oohtml.Html()

        def renderBody(_body):
            h = oohtml.Html()
            h_html = h.tag(oohtml.oohtml.HTML)
            h_body = h_html.tag(oohtml.oohtml.BODY)
            h_Content = h_body.tag(oohtml.oohtml.DIV,
                                   id="content",
                                   style="background-color: white")
            _body = _body[0] if (misc.isList(_body)) and (len(_body)
                                                          == 1) else _body
            h_Content.text(_body[0])
            if (len(_body) > 1):
                for b in _body[1:]:
                    h_Content.tagOp(oohtml.oohtml.BR)
                    h_Content.text(b)
            return h_Content.toHtml()

        if (not misc.isString(subj)):
            subj = str(subj)
        if (not misc.isList(body)):
            body = [body]
        if (misc.isString(subj)) and (misc.isList(body)):
            h_html.text(oohtml.oohtml.DOCTYPE_40_TRANSITIONAL)

            _title = "Vyper Logix SMTP Email Proxy (%s v.%s)" % (
                ObjectTypeName.typeName(self), __version__)
            html_html = h_html.tag(oohtml.oohtml.HTML)
            head_html = html_html.tag(oohtml.oohtml.HEAD)
            head_html.tagOp(oohtml.oohtml.META,
                            http_equiv=oohtml.oohtml.CONTENT_TYPE,
                            content=oohtml.oohtml.TEXT_HTML_CHARSET_ISO_8859_1)
            head_html.metas((
                oohtml.oohtml.AUTHOR, '%s :: %s' %
                (self.author, self.__author__)
            ), (oohtml.oohtml.KEYWORDS, _title), (
                oohtml.oohtml.DESCRIPTION,
                "The contents of this email are considered to be confidential unless otherwise specified."
            ), (oohtml.oohtml.ROBOTS, oohtml.oohtml.ALL))
            head_html.tagTITLE(
                '&copy;%s, Vyper Logix Corp., All Rights Reserved., %s' %
                (_utils.timeStamp(format=_utils.formatDate_YYYY()), _title))
            body_html = html_html.tag(oohtml.oohtml.BODY)
            idContent = body_html.tag(oohtml.oohtml.DIV,
                                      id="content",
                                      style="background-color: white")

            rows = []
            rows.append(tuple(['%s' % (subj)]))
            rows.append(tuple([renderBody(body)]))
            rows.append(tuple(['<BR/><BR/><BR/><BR/>']))
            rows.append(
                tuple([
                    self.copyright if (misc.isString(self.copyright)) and
                    (len(self.copyright) > 0) else self.__copyright__
                ]))
            idContent.html_table(rows)
            pass
        else:
            logMessage(
                'subj must be of type str and body must be of type list rather than of types "%s" and "%s", respectively.'
                % (type(subj), type(body)),
                ObjectTypeName.typeName(self),
                misc.funcName(),
                _logging=standardLogging.LoggingLevels.warning)
        return h_html.toHtml()
Example #8
0
def __handle_one_available_hashtag(api=None,
                                   service_runner=None,
                                   environ=None,
                                   logger=None):
    ts_follower_time = _utils.timeStamp(offset=0, use_iso=True)
    assert service_runner, 'Missing service_runner.'
    assert environ, 'Missing environ.'

    me = api.me()

    if (0):
        words = service_runner.exec(
            word_cloud, get_final_word_cloud,
            **plugins_handler.get_kwargs(environ=environ,
                                         callback=None,
                                         logger=logger))
        for k, v in words.get('word-cloud', {}).items():
            doc = service_runner.exec(
                word_cloud, get_hashtag_matching,
                **plugins_handler.get_kwargs(hashtag=k,
                                             environ=environ,
                                             logger=logger))
            if (doc) and (not doc.get(last_followers)):
                pass

    doc = service_runner.exec(
        word_cloud, get_hashtag_matching,
        **plugins_handler.get_kwargs(
            criteria={last_followers: {
                "$exists": False
            }},
            environ=environ,
            logger=logger))
    if (doc) and (not doc.get(last_followers)):
        hashtag = doc.get('hashtag')
        if (hashtag):
            hashtag_count = 0
            h = '{}{}'.format('#' if (hashtag.find('#') == -1) else '',
                              hashtag)
            for tweeter in tweepy.Cursor(api.search, q=h).items():
                friends1 = api.show_friendship(
                    source_screen_name=tweeter.screen_name,
                    target_screen_name=me.screen_name)
                friends2 = api.show_friendship(
                    source_screen_name=me.screen_name,
                    target_screen_name=tweeter.screen_name)
                if (not any([f.following for f in friends1])) or (not any(
                    [f.following for f in friends2])):
                    api.create_friendship(screen_name=tweeter.screen_name)
                    hashtag_count += 1
                    time.sleep(environ.get('hashtags_followers_pace', 60))
                    if (logger):
                        logger.info('followed {}'.format(tweeter.screen_name))
                if (api.is_rate_limit_blown):
                    if (logger):
                        logger.info('Twitter rate limit was blown.')
                    break
            if (hashtag_count == 0):
                status = service_runner.exec(
                    word_cloud, delete_one_hashtag,
                    **plugins_handler.get_kwargs(environ=environ,
                                                 hashtag=hashtag,
                                                 logger=logger))
                assert status, 'Did not delete the hashtags {} for followers.'.format(
                    hashtag)
                if (logger):
                    logger.warning('Resetting hashtags for new followers.')
    else:
        status = service_runner.exec(
            word_cloud, reset_all_hashtags,
            **plugins_handler.get_kwargs(environ=environ,
                                         attr=last_followers,
                                         logger=logger))
        assert status, 'Did not reset all the hashtags for followers.'
        if (logger):
            logger.warning('Resetting hashtags for new followers.')
Example #9
0
def _render_the_page(request,
                     _title,
                     template_name,
                     navigation_menu_type,
                     navigation_tabs,
                     styles_context={},
                     context={},
                     footer_context={},
                     template_folder='',
                     js=[],
                     head=[]):
    '''
    request is the Django request.
    _title is the title for the site.
    template_name is the template filename for the body of the content, may be a partial.
    navigation_menu_type is the tabs menu type for the site navigation bar.
    navigation_tabs is the list of tabs.
    context is the Context for the main body of the site per the template_name.
    template_folder is the prefix for the folder in which the templates reside. (template_name may reside in a different folder than the rest of the templates)
    '''
    import urllib

    from vyperlogix.misc import _utils
    from vyperlogix.django import tabs

    now = _utils.timeStamp(format=formatTimeStr())
    _yyyy = _utils.timeStamp(format=formatYYYYStr())

    url_toks = [
        urllib.unquote_plus(t) for t in request.path.split('/') if (len(t) > 0)
    ]

    h = oohtml.Html()
    try:
        for j in js:
            h.tagSCRIPT(src=j)
    except:
        pass
    js_head = h.toHtml()

    styles_content = ''
    if (styles_context.has_key('ADDITIONAL_JS')):
        styles_content = styles_context['ADDITIONAL_JS']
    else:
        styles_context['ADDITIONAL_JS'] = styles_content
    styles_content = '%s%s' % (js_head, styles_content)
    styles_context['ADDITIONAL_JS'] = styles_content

    t_styles = get_template(template_filename(template_folder, '_styles.html'))
    html_styles = t_styles.render(Context(styles_context))

    t_tabs_header = get_template(
        template_filename(template_folder, '_tabs_header.html'))
    c = Context({
        'id':
        tabs.tab_num_from_url(url_toks[0] if (len(url_toks) > 0) else '/',
                              navigation_tabs)
    })
    c.update(styles_context)
    html_tabs_header = t_tabs_header.render(c)

    head_content = ''
    try:
        for item in head:
            head_content += item
    except:
        pass

    _delta = datetime.timedelta(days=365.25 * 20)
    _dt = datetime.datetime.fromtimestamp(time.time())
    _expires_time = _dt - _delta
    _expires_ts = time.strftime(formatMetaDateTimeStr(),
                                _expires_time.timetuple())
    _last_modified_ts = time.strftime(formatMetaDateTimeStr(), _dt.timetuple())

    t_header = get_template(
        template_filename(template_folder, '_header_for_content.html'))
    c = Context({
        'the_title': '%s (%s)' % (_title, now),
        'STYLES_CONTENT': html_styles,
        'TABS_HEADER': html_tabs_header + head_content,
        'EXPIRES_TIME': _expires_ts,
        'LAST_MODIFIED': _last_modified_ts
    })
    c.update(context)
    html_header = t_header.render(c)

    t_footer = get_template(
        template_filename(template_folder, '_footer_for_content.html'))
    c = Context({'current_year': _yyyy})
    c.update(footer_context)
    html_footer = t_footer.render(c)

    t_content = get_template(template_name)
    html_content = t_content.render(Context(context))

    t_tabs_content = get_template(
        template_filename(template_folder, '_tabs_content.html'))
    html_tabs_content = t_tabs_content.render(
        Context({
            'MENU_TYPE':
            navigation_menu_type,
            'NAVIGATION_TABS':
            get_tabs_nav_html(navigation_tabs),
            'NAVIGATION_CONTENT':
            get_tabs_nav_content_html(navigation_tabs)
        }))

    t = get_template(
        template_filename(template_folder, 'site_content_template.html'))
    c = Context({
        'current_year': _yyyy,
        'the_title': _title,
        'HEADER_FOR_CONTENT': html_header,
        'FOOTER_FOR_CONTENT': html_footer,
        'CONTENT': html_content,
        'TABS_CONTENT': html_tabs_content
    })
    html = t.render(c)
    return html
Example #10
0
    def analyse_account_plan(*args, **kwargs):
        import matplotlib.pyplot as plt
        import numpy as np
        import matplotlib.pyplot as plt

        from collections import namedtuple

        tweet_factory = lambda: namedtuple('Tweet',
                                           ['ts', 'd_ts', 'num', 'delta_secs'])

        _all_articles = kwargs.get('kwargs', {}).get('all_articles', [])
        s_all_articles = set(_all_articles)
        _articles = kwargs.get('kwargs', {}).get('articles', [])
        s__articles = set(_articles)
        _adverts = kwargs.get('kwargs', {}).get('adverts', [])
        s_adverts = set(_adverts)

        _json_path = kwargs.get('kwargs', {}).get('json_path')

        s_articles = set(_articles if (_articles) else [])
        has_articles = False if (len(s_articles) == 0) else True

        account = kwargs.get('account')
        if (account):
            ts = _utils.timeStamp(offset=0, use_iso=True)
            min_ts = _utils.getFromNativeTimeStamp(ts)
            max_ts = _utils.getFromNativeTimeStamp(ts)
            the_plans = {}
            total_tweets_adverts = 0
            total_tweets_articles = 0
            plans = account.get(__plans__, {})
            _objects = []
            _objects_nums = []
            count_adverts = 0
            count_non_adverts = 0
            for _id, details in plans.items():
                if (not str(_id)[0].isdigit()):
                    continue
                _objects.append(_id)
                s_articles.discard(_id)
                num_for_object = 0

                #_article = __get_articles(_id=_id, environ=environ, tenant_id=twitter_bot_account.tenant_id, mongo_db_name=twitter_bot_account.mongo_db_name, mongo_articles_col_name=twitter_bot_account.mongo_articles_col_name, logger=logger)
                __is_advert__ = _id in s_adverts

                if (__is_advert__):
                    count_adverts += 1
                else:
                    count_non_adverts += 1

                for ts, num in details.items():
                    d_ts = _utils.getFromNativeTimeStamp(ts, format=None)
                    min_ts = min(min_ts, d_ts)
                    max_ts = max(max_ts, d_ts)
                    bucket = the_plans.get(_id, {})
                    Tweet = tweet_factory()
                    if (__is_advert__):
                        total_tweets_adverts += num
                    else:
                        total_tweets_articles += num
                    num_for_object += num
                    bucket[ts] = Tweet(ts=ts, d_ts=d_ts, num=num, delta_secs=0)
                    the_plans[_id] = bucket
                _objects_nums.append(num_for_object)
            print('min_ts -> {}, max_ts -> {}'.format(min_ts, max_ts))

            print('count_adverts -> {}, count_non_adverts -> {}'.format(
                count_adverts, count_non_adverts))
            print('count of _adverts -> {}, count of _articles -> {}'.format(
                len(_adverts), len(_articles)))

            stats_adverts_min_secs = sys.maxsize
            stats_adverts_max_secs = -sys.maxsize
            stats_articles_min_secs = sys.maxsize
            stats_articles_max_secs = -sys.maxsize
            discreet_steps_adverts = []
            discreet_steps_articles = []
            for _id, details in the_plans.items():
                __is_advert__ = _id in s_adverts
                for ts, tweet in details.items():
                    assert tweet.d_ts >= min_ts, '(1) Problem with # {} d_ts {} (ts {}) out of range of min_ts {}.'.format(
                        _id, tweet.d_ts, ts, min_ts)
                    assert tweet.d_ts <= max_ts, '(2) Problem with # {} d_ts {} (ts {}) out of range of max_ts {}.'.format(
                        _id, tweet.d_ts, ts, max_ts)
                    secs = tweet.d_ts - min_ts
                    secs = secs.seconds
                    bucket = the_plans.get(_id, {})
                    Tweet = tweet_factory()
                    bucket[ts] = Tweet(ts=ts,
                                       d_ts=tweet.d_ts,
                                       num=tweet.num,
                                       delta_secs=secs)
                    if (__is_advert__):
                        stats_adverts_min_secs = min(stats_adverts_min_secs,
                                                     secs)
                        stats_adverts_max_secs = max(stats_adverts_max_secs,
                                                     secs)
                        discreet_steps_adverts.append(secs)
                    else:
                        stats_articles_min_secs = min(stats_articles_min_secs,
                                                      secs)
                        stats_articles_max_secs = max(stats_articles_max_secs,
                                                      secs)
                        discreet_steps_articles.append(secs)
                    the_plans[_id] = bucket
            discreet_steps_adverts = set(discreet_steps_adverts)
            discreet_steps_articles = set(discreet_steps_articles)
            if (is_really_a_string(_json_path)):
                print('_json_path -> {}'.format(_json_path))
                data = {
                    'adverts': {
                        'count_adverts': count_adverts,
                        'len_adverts': len(_adverts),
                        'stats_adverts_min_secs': stats_adverts_min_secs,
                        'stats_adverts_max_secs': stats_adverts_max_secs,
                        'discreet_steps_adverts': len(discreet_steps_adverts),
                        'total_tweets_adverts': total_tweets_adverts
                    },
                    'articles': {
                        'count_non_adverts': count_non_adverts,
                        'len_non_adverts': len(_articles),
                        'stats_articles_min_secs': stats_articles_min_secs,
                        'stats_articles_max_secs': stats_articles_max_secs,
                        'discreet_steps_articles':
                        len(discreet_steps_articles),
                        'total_tweets_articles': total_tweets_articles
                    },
                    'summary': {
                        'adverts_velocity':
                        '%2.2f%%' %
                        ((len(discreet_steps_adverts) /
                          (total_tweets_adverts + total_tweets_articles)) *
                         100.0),
                        'articles_velocity':
                        '%2.2f%%' %
                        ((len(discreet_steps_articles) /
                          (total_tweets_adverts + total_tweets_articles)) *
                         100.0)
                    }
                }
                toks = os.path.splitext(_json_path)
                _json_path1 = '{}_{}{}'.format(toks[0], 1, toks[-1])
                with open(_json_path1, 'w') as fOut:
                    print(json.dumps(data, indent=3), file=fOut)
                _json_path2 = '{}_{}{}'.format(toks[0], 2, toks[-1])
                with open(_json_path2, 'w') as fOut:
                    print(json.dumps(plans, indent=3), file=fOut)

            print(
                'Adverts: min_secs -> {}, max_secs -> {}, number of discreet_steps {}'
                .format(stats_adverts_min_secs, stats_adverts_max_secs,
                        len(discreet_steps_adverts)))
            print(
                'Articles: min_secs -> {}, max_secs -> {}, number of discreet_steps {}'
                .format(stats_articles_min_secs, stats_articles_max_secs,
                        len(discreet_steps_articles)))
            assert len(
                s_articles
            ) == 0, 'Expected s_articles to NOT be empty but it has {} items. This is a problem.'.format(
                len(s_articles))
            print('Adverts: There were {} total tweets.'.format(
                total_tweets_adverts))
            print('Articles: There were {} total tweets.'.format(
                total_tweets_articles))

            if (0):
                plt.rcdefaults()
                y_pos = np.arange(len(_objects))
                plt.bar(y_pos, _objects_nums, align='center', alpha=0.5)
                plt.xticks(y_pos, _objects)
                plt.ylabel('Num Tweets')
                plt.title('Tweet Counts by Article')
                plt.show()

            print('DEBUG')