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[Datasources] Add: simple Google Analytics query runner #1405

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Nov 24, 2016
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136 changes: 136 additions & 0 deletions redash/query_runner/google_analytics.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,136 @@
# -*- coding: utf-8 -*-

from base64 import b64decode
import json
import logging
from redash.query_runner import *
from redash.utils import JSONEncoder
from urlparse import urlparse, parse_qs
from datetime import datetime
logger = logging.getLogger(__name__)

try:
import gspread
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you don't need gspread here.

from oauth2client.client import SignedJwtAssertionCredentials
from apiclient.discovery import build
import httplib2
enabled = True
except ImportError as e:
logger.info(str(e))
enabled = False


def _load_key(filename):
with open(filename, "rb") as f:
return json.loads(f.read())


types_conv = dict(
STRING=TYPE_STRING,
INTEGER=TYPE_INTEGER,
FLOAT=TYPE_FLOAT,
DATE=TYPE_DATE,
DATETIME=TYPE_DATETIME
)


class GoogleAnalytics(BaseSQLQueryRunner):
@classmethod
def annotate_query(cls):
return False

@classmethod
def type(cls):
return "google_analytics"

@classmethod
def enabled(cls):
return enabled

@classmethod
def configuration_schema(cls):
return {
'type': 'object',
'properties': {
'jsonKeyFile': {
"type": "string",
'title': 'JSON Key File'
}
},
'required': ['jsonKeyFile'],
'secret': ['jsonKeyFile']
}

def __init__(self, configuration):
super(GoogleAnalytics, self).__init__(configuration)

def _get_tables(self, schema):
accounts = self._get_analytics_service().management().accounts().list().execute().get('items')
if accounts is None:
raise Exception("Failed getting accounts.")
else:
for account in accounts:
schema[account['name']] = {'name': account['name'], 'columns': []}
properties = self._get_analytics_service().management().webproperties().list(
accountId=account['id']).execute().get('items', [])
for property_ in properties:
schema[account['name']]['columns'].append(
u'{0} (ga:{1})'.format(property_['name'], property_['defaultProfileId'])
)
return schema.values()

def _get_analytics_service(self):
scope = ['https://www.googleapis.com/auth/analytics.readonly']
key = json.loads(b64decode(self.configuration['jsonKeyFile']))
credentials = SignedJwtAssertionCredentials(key['client_email'], key["private_key"], scope=scope)
return build('analytics', 'v3', http=credentials.authorize(httplib2.Http()))

def run_query(self, query, user):
logger.debug("Analytics is about to execute query: %s", query)
try:
params = json.loads(query)
except:
params = parse_qs(urlparse(query).query, keep_blank_values=True)
for key in params.keys():
params[key] = ','.join(params[key])
if '-' in key:
params[key.replace('-', '_')] = params.pop(key)
if len(params) > 0:
response = self._get_analytics_service().data().ga().get(**params).execute()
columns = []
for h in response['columnHeaders']:
if h['name'] == 'ga:date':
h['dataType'] = 'DATE'
elif h['name'] == 'ga:dateHour':
h['dataType'] = 'DATETIME'
columns.append({
'name': h['name'],
'friendly_name': h['name'].split(':', 1)[1],
'type': types_conv.get(h['dataType'], 'string')
})
rows = []
for r in response['rows']:
d = {}
for c, value in enumerate(r):
column_name = response['columnHeaders'][c]['name']
column_type = filter(lambda col: col['name'] == column_name, columns)[0]['type']
if column_type == TYPE_DATE:
value = datetime.strptime(value, '%Y%m%d')
elif column_type == TYPE_DATETIME:
if len(value) == 10:
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and if not?

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There's only one TYPE_DATETIME column on it has 10 chars length. So I can add raise Exception if length is different.

value = datetime.strptime(value, '%Y%m%d%H')
elif len(value) == 12:
value = datetime.strptime(value, '%Y%m%d%H%M')
else:
raise Exception('Wrong datetime format')
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Let's make it more friendly: "Unknown date/time format in results: '{}'".format(value).

d[column_name] = value
rows.append(d)
data = {'columns': columns, 'rows': rows}
error = None
json_data = json.dumps(data, cls=JSONEncoder)
else:
error = 'Wrong query format'
json_data = None
return json_data, error

register(GoogleAnalytics)
3 changes: 2 additions & 1 deletion redash/settings.py
Original file line number Diff line number Diff line change
Expand Up @@ -173,7 +173,8 @@ def all_settings():
'redash.query_runner.sqlite',
'redash.query_runner.dynamodb_sql',
'redash.query_runner.mssql',
'redash.query_runner.jql'
'redash.query_runner.jql',
'redash.query_runner.google_analytics'
]

enabled_query_runners = array_from_string(os.environ.get("REDASH_ENABLED_QUERY_RUNNERS", ",".join(default_query_runners)))
Expand Down