def get_goals(client_id: str, client_secret: str, refresh_token: str, view_name: str) -> dict:
ga_ids = get_ga_ids(client_id, client_secret, refresh_token, view_name)
access_token = get_access_token(client_id, client_secret, refresh_token)
endpoint = 'https://www.googleapis.com/analytics/v3/management/accounts/{}/webproperties/{}/profiles/{}/goals'.format(
ga_ids['account_id'], ga_ids['property_id'], ga_ids['view_id'])
return requests.get(endpoint, headers=headers).json()
def get_data(client_id: str, client_secret: str, refresh_token: str, view_name: str, data_date: str, dimensions: list, metrics=list) -> dict:
data = []
view_id = get_ga_ids(client_id, client_secret,
refresh_token, view_name)['view_id']
access_token = get_access_token(client_id, client_secret, refresh_token)
endpoint = 'https://www.googleapis.com/analytics/v3/data/ga'
headers = {
'Authorization': access_token
}
params = {
'ids': 'ga:{}'.format(view_id),
'start-date': data_date,
'end-date': data_date,
'samplingLevel': 'HIGHER_PRECISION',
'include-empty-rows': 'false',
'metrics': ','.join(metrics),
'dimensions': ','.join(dimensions)
}
response = requests.get(endpoint, params=params, headers=headers).json()
for i in range(math.ceil(response['totalResults']/1000)):
params.setdefault('start-index', (i*1000)+1)
data.append(requests.get(
endpoint, params=params, headers=headers).json())
def get_videos_list(client_id: str, client_secret: str, refresh_token: str,
channel_id: str, start_date: str, end_date: str) -> list:
data = list()
access_token = get_access_token(client_id, client_secret, refresh_token)
endpoint = 'https://www.googleapis.com/youtube/v3/search/'
params = {
'channelId': channel_id,
'maxResults': 50,
'type': 'video',
'part': 'id',
'order': 'date',
'publishedAfter': '{}T00:00:00Z'.format(start_date),
'publishedBefore': '{}T00:00:00Z'.format(end_date)
}
headers = {'Authorization': 'Bearer {}'.format(access_token)}
response = requests.get(endpoint, headers=headers, params=params).json()
while endpoint is not None:
if response.get('items'):
data.extend(
[video['id']['videoId'] for video in response['items']])
else:
endpoint = None
if response.get('nextPageToken'):
endpoint = response['nextPageToken']
response = requests.get(endpoint).json()
else:
endpoint = None
return data
def get_lifetime_channel_community(client_id: str, client_secret: str,
refresh_token: str, channel_id: str) -> int:
access_token = get_access_token(client_id, client_secret, refresh_token)
headers = {'Authorization': 'Bearer {}'.format(access_token)}
endpoint = 'https://www.googleapis.com/youtube/v3/channels'
params = {'id': channel_id, 'part': 'statistics'}
response = requests.get(endpoint, headers=headers, params=params).json()
return response['items'][0]['statistics']['subscriberCount']
def get_daily_channel_demographics(client_id: str, client_secret: str,
refresh_token: str, channel_id: str,
data_date: str) -> list:
data = list()
access_token = get_access_token(client_id, client_secret, refresh_token)
headers = {'Authorization': 'Bearer {}'.format(access_token)}
params = {
'dimensions': 'ageGroup,gender',
'startDate': data_date,
'endDate': data_date,
'ids': 'channel=={}'.format(channel_id),
'metrics': 'viewerPercentage'
}
response = requests.get(endpoint, headers=headers, params=params).json()
return response['rows']
def get_ga_ids(client_id: str, client_secret: str, refresh_token: str, view_name: str) -> int:
access_token = get_access_token(client_id, client_secret, refresh_token)
endpoint = 'https://www.googleapis.com/analytics/v3/management/accountSummaries'
headers = {
'Authorization': access_token
}
response = requests.get(endpoint, headers=headers).json()
for account in accounts_summary['items']:
for web_property in account['webProperties']:
for view in web_property['profiles']:
if view['name'] == view_name:
return {
'account_id': account['id'],
'property_id': web_property['id'],
'view_id': view['id']
}
else:
return None
def get_daily_channel_insights(client_id: str, client_secret: str,
refresh_token: str, channel_id: str,
start_date: str, end_date: str) -> list:
data = list()
access_token = get_access_token(client_id, client_secret, refresh_token)
metrics = get_available_channel_metrics(access_token, channel_id)
headers = {'Authorization': 'Bearer {}'.format(access_token)}
endpoint = "https://youtubeanalytics.googleapis.com/v2/reports"
params = {
'startDate': start_date,
'endDate': end_date,
'ids': 'channel=={}'.format(channel_id),
'metrics': metrics
}
response = requests.get(endpoint, headers=headers, params=params).json()
return response['rows']
def get_daily_video_trafficinsights(client_id: str, client_secret: str,
refresh_token: str, channel_id: str,
data_date: str, video_id: str) -> list:
data = list()
access_token = get_access_token(client_id, client_secret, refresh_token)
metrics = get_available_channel_metrics(access_token, channel_id)
headers = {'Authorization': 'Bearer {}'.format(access_token)}
endpoint = "https://youtubeanalytics.googleapis.com/v2/reports"
params = {
'dimensions': 'video,insightTrafficSourceType',
'startDate': data_date,
'endDate': data_date,
'ids': 'channel=={}'.format(channel_id),
'metrics': 'views,estimatedMinutesWatched',
'filters': 'video=={}'.format(video_id)
}
response = requests.get(endpoint, headers=headers, params=params).json()
return response['rows']