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Example Mixpanel raw event export script
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#! /usr/bin/env python | |
# | |
# Mixpanel, Inc. -- http://mixpanel.com/ | |
# | |
# Python API client library to consume mixpanel.com analytics data. | |
import hashlib | |
import urllib | |
import time | |
try: | |
import json | |
except ImportError: | |
import simplejson as json | |
class Mixpanel(object): | |
ENDPOINT = 'http://data.mixpanel.com/api' | |
VERSION = '2.0' | |
def __init__(self, api_key, api_secret): | |
self.api_key = api_key | |
self.api_secret = api_secret | |
def request(self, methods, params): | |
""" | |
methods - List of methods to be joined, e.g. ['events', 'properties', 'values'] | |
will give us http://mixpanel.com/api/2.0/events/properties/values/ | |
params - Extra parameters associated with method | |
""" | |
params['api_key'] = self.api_key | |
params['expire'] = int(time.time()) + 600 # Grant this request 10 minutes. | |
if 'sig' in params: del params['sig'] | |
params['sig'] = self.hash_args(params) | |
request_url = '/'.join([self.ENDPOINT, str(self.VERSION)] + methods) + '/?' + self.unicode_urlencode(params) | |
request = urllib.urlretrieve(request_url, output_file) | |
def unicode_urlencode(self, params): | |
""" | |
Convert lists to JSON encoded strings, and correctly handle any | |
unicode URL parameters. | |
""" | |
if isinstance(params, dict): | |
params = params.items() | |
for i, param in enumerate(params): | |
if isinstance(param[1], list): | |
params[i] = (param[0], json.dumps(param[1]),) | |
return urllib.urlencode( | |
[(k, isinstance(v, unicode) and v.encode('utf-8') or v) for k, v in params] | |
) | |
def hash_args(self, args, secret=None): | |
""" | |
Hashes arguments by joining key=value pairs, appending a secret, and | |
then taking the MD5 hex digest. | |
""" | |
for a in args: | |
if isinstance(args[a], list): args[a] = json.dumps(args[a]) | |
args_joined = '' | |
for a in sorted(args.keys()): | |
if isinstance(a, unicode): | |
args_joined += a.encode('utf-8') | |
else: | |
args_joined += str(a) | |
args_joined += '=' | |
if isinstance(args[a], unicode): | |
args_joined += args[a].encode('utf-8') | |
else: | |
args_joined += str(args[a]) | |
hash = hashlib.md5(args_joined) | |
if secret: | |
hash.update(secret) | |
elif self.api_secret: | |
hash.update(self.api_secret) | |
return hash.hexdigest() | |
api_key = raw_input("API Key: ") | |
api_secret = raw_input("API Secret: ") | |
from_date = raw_input("From Date: ") | |
to_date = raw_input("To Date: ") | |
output_file = raw_input("Output Filename: ") | |
api = Mixpanel( | |
api_key = api_key, | |
api_secret = api_secret | |
) | |
data = api.request(['export'], { | |
#'event': [''], | |
'from_date': from_date, | |
'to_date': to_date, | |
#'where': '' | |
}) |
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