def createOptlyData(account_id, project_id, email):
print "CREATING FOR, ", account_id, project_id, email
try:
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {
"start": False,
"email": email
})
# TODO MAKE THIS 13 DYNAMIC
D.setExperimentDescriptions(13)
if D.exp_descriptions == {}:
return None
D.setVisitorCount()
D.createTokenHash()
D.makeExperimentsCall() ## sets variation names and original goals
## Finish building the hash
# {exp_id: "goals" { goal_id : { "name" : goal_name , variation_id: {"conversions": value, type: "type", "sum_of_squares" : SS_val_if_rev_goal, "conversion_rate" " X, "improvment" : X, "CTB" : X }}}}
try:
D.makeResultsCallSlow(10)
except:
D.makeResultsCallSlow(5)
D.makeRevenueCall()
# D.setGoals()
D.setResultStatistics()
return D
except Exception as e:
print "Error, ", e
return None
def createOptlyData(account_id, project_id, email):
print "CREATING FOR, ", account_id, project_id, email
try:
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {
"start": False,
"email": email
})
# TODO MAKE THIS 13 DYNAMIC
D.setExperimentDescriptions(13)
if D.exp_descriptions == {}:
return None
D.setVisitorCount()
D.createTokenHash()
D.makeExperimentsCall() ## sets variation names and original goals
## Finish building the hash
# {exp_id: "goals" { goal_id : { "name" : goal_name , variation_id: {"conversions": value, type: "type", "sum_of_squares" : SS_val_if_rev_goal, "conversion_rate" " X, "improvment" : X, "CTB" : X }}}}
try:
D.makeResultsCallSlow(10)
except:
D.makeResultsCallSlow(5)
D.makeRevenueCall()
# D.setGoals()
D.setResultStatistics()
return D
except Exception as e:
print "Error, ", e
return None
def getProjects(account_id, email):
D = OptlyData.client(GAE_Auth_Cookie, account_id, account_id, {
"start": False,
"email": email
})
cookies = D.cookies
D = createOptlyData(account_id, account_id, email)
projects = [D] if D else []
p_jects = requests.get(
"https://www.optimizely.com/api/projects.json",
cookies=cookies).json()['projects']
for p in p_jects:
if p['project_status'] == "Archived" or str(p['id']) == account_id:
continue
else:
print "CREATING DATA OBJ FOR: a_id, p_id", account_id, p['id']
try:
D = createOptlyData(account_id, p['id'], email)
except Exception as e:
ERRORS.append((account_id, project_id, email))
D == None
if D:
projects.append(D)
for e in D.errors:
ERRORS.append(e)
return projects
def getProjects(account_id, email):
D = OptlyData.client(GAE_Auth_Cookie, account_id, account_id, {
"start": False,
"email": email
})
cookies = D.cookies
D = createOptlyData(account_id, account_id, email)
projects = [D] if D else []
p_jects = requests.get("https://www.optimizely.com/api/projects.json",
cookies=cookies).json()['projects']
for p in p_jects:
if p['project_status'] == "Archived" or str(p['id']) == account_id:
continue
else:
print "CREATING DATA OBJ FOR: a_id, p_id", account_id, p['id']
try:
D = createOptlyData(account_id, p['id'], email)
except Exception as e:
ERRORS.append((account_id, project_id, email))
D == None
if D:
projects.append(D)
for e in D.errors:
ERRORS.append(e)
return projects
def make_segment(segment_id, segment_value, m_ago):
s = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, { "optimizely_session": D.optimizely_session,
"segment_id" : segment_id,
"segment_value": segment_value,
"segment_value_maps": segment_value_maps,
"token_hash" : D.token_hash,
"start" : False,
"exp_descriptions": D.exp_descriptions.copy(),
"account_token": D.account_token,
"D": D
})
s.setExperimentDescriptions(m_ago)
s.setVisitorCount()
# Removes Experiments where this segment id, value pair does not make up x% of traffic
removeLowExpVisitors(s, .05)
if len(s.exp_descriptions) == 0:
return None
s.makeExperimentsCall() ## sets variation names and original goals
## Finish building the hash
# {exp_id: "goals" { goal_id : { "name" : goal_name , variation_id: {"conversions": value, type: "type", "sum_of_squares" : SS_val_if_rev_goal, "conversion_rate" " X, "improvment" : X, "CTB" : X }}}}
s.makeRevenueCall()
# D.setGoals()
s.setResultStatistics()
s.setGoalNames()
return s
def make_segment(segment_id, segment_value, m_ago):
s = OptlyData.client(
GAE_Auth_Cookie, project_id, account_id, {
"optimizely_session": D.optimizely_session,
"segment_id": segment_id,
"segment_value": segment_value,
"segment_value_maps": segment_value_maps,
"token_hash": D.token_hash,
"start": False,
"exp_descriptions": D.exp_descriptions.copy(),
"account_token": D.account_token,
"D": D
})
s.setExperimentDescriptions(m_ago)
s.setVisitorCount()
# Removes Experiments where this segment id, value pair does not make up x% of traffic
removeLowExpVisitors(s, .05)
if len(s.exp_descriptions) == 0:
return None
s.makeExperimentsCall() ## sets variation names and original goals
## Finish building the hash
# {exp_id: "goals" { goal_id : { "name" : goal_name , variation_id: {"conversions": value, type: "type", "sum_of_squares" : SS_val_if_rev_goal, "conversion_rate" " X, "improvment" : X, "CTB" : X }}}}
s.makeRevenueCall()
# D.setGoals()
s.setResultStatistics()
s.setGoalNames()
return s
account_id = 183850804
project_id = 183850804
name = a_name+"_%s.xlsx" % str(datetime.date.today())
conversion_limit = 50 ## Minimum number of conversions needed in variation and original to be considered
print "************************** Running %s Dashboard **************************" % a_name
if debugging:
try:
D = pickle.load(open( "pickles/results%s" % (str(account_id) + "," + str(project_id)), "rb" ))
except Exception as e:
print e
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {"start": True, "email": email, "months_ago" : 12})
pickle.dump(D, open( "pickles/results%s" % (str(account_id) + "," + str(project_id)), "wb" ))
else:
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {"start": True, "email": email, "months_ago" : 12})
num_experiments = len(D.exp_descriptions.keys())
segment_names = {}
segment_value_maps = {} # exp: seg value map
segment_id_value_pairs = {}
def getSegmentNames():
s_names = {}
for segment in requests.get("https://www.optimizely.com/api/projects/%s/segments.json?default_segments=true&token=%s" % (str(project_id), D.account_token), cookies=D.cookies).json()["segments"]:
s_names[str(segment['id'])] = segment["name"]
return s_names
conversion_limit = 50 ## Minimum number of conversions needed in variation and original to be considered
print "************************** Running %s Dashboard **************************" % a_name
if debugging:
try:
D = pickle.load(
open(
"pickles/results%s" %
(str(account_id) + "," + str(project_id)), "rb"))
except Exception as e:
print e
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {
"start": True,
"email": email,
"months_ago": 12
})
pickle.dump(
D,
open(
"pickles/results%s" %
(str(account_id) + "," + str(project_id)), "wb"))
else:
D = OptlyData.client(GAE_Auth_Cookie, project_id, account_id, {
"start": True,
"email": email,
"months_ago": 12
})
num_experiments = len(D.exp_descriptions.keys())
