def create_feature():
url = base_url + '/features'
feature = {
"key":
key,
"project_id":
project_id,
"archived":
False,
"description":
description,
"environments": {
"Production": {
"rollout_rules": [{
"audience_ids": [audience_id],
"enabled": False,
"percentage_included": 100
}]
}
},
"variables": [{
"default_value": "false",
"key": variable_key,
"type": "string",
"archived": False,
"description": variable_description
}]
}
et.print_request_details('POST', url, feature, headers)
r = requests.post(url, data=json.dumps(feature), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return j['id'], j['variables'][0]['id']
def update_feature(id, variable_id):
url = base_url + '/features/' + str(id)
feature = {
"key":
key + '_updated',
"project_id":
project_id,
"archived":
False,
"description":
description + '_updated',
"environments": {
"Production": {
"rollout_rules": [{
"audience_ids": [audience_id],
"enabled": True,
"percentage_included": 1000
}]
}
},
"variables": [{
"id": variable_id,
"default_value": "true",
"key": variable_key + '_updated',
"type": "string",
"archived": True,
"description": variable_description + '_updated'
}]
}
et.print_request_details('PATCH', url, feature, headers)
r = requests.patch(url, data=json.dumps(feature), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return j['id']
def update_audience(id):
url = base_url + '/audiences/' + str(id)
audience = {
"project_id":
project_id,
"archived":
False,
"conditions":
'["and", ["or", ["or", {"name": "' + custom_audience_attribute +
'", "type": "custom_attribute", "value": "full stack value"}], ["or", {"name": "'
+ custom_audience_attribute +
'", "type": "custom_attribute", "value": "val 2"}]]]',
"description":
"Using a Full Stack attribute",
"is_classic":
False,
"name":
name + '_updated',
"segmentation":
False
}
et.print_request_details('PATCH', url, audience, headers)
r = requests.patch(url, data=json.dumps(audience), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
def pause_experiment(id):
url = base_url + '/experiments/' + str(id) + '?action=pause'
experiment = {}
et.print_request_details('PATCH', url, experiment, headers)
r = requests.patch(url, data=json.dumps(experiment), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return r.json()
def update_project(id):
url = base_url + '/projects/' + str(id)
project = {
'name': name + "_updated",
'confidence_threshold': 0.9,
'description': description + "_updated",
'platform': 'custom',
'sdks': ['python'],
'status': 'active',
}
et.print_request_details('PATCH', url, project, headers)
r = requests.patch(url, data=json.dumps(project), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
def create_project():
url = base_url + '/projects'
project = {
'name': name,
'confidence_threshold': 0.9,
'description': description,
'platform': 'custom',
'sdks': ['python'],
'status': 'active',
}
et.print_request_details('POST', url, project, headers)
r = requests.post(url, data=json.dumps(project), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return r.json()['id']
def update_attribute(id):
url = base_url + '/attributes/' + str(id)
attribute = {
'key': key + '_updated',
'project_id': project_id,
'archived': False,
'description': description + ' - updated',
'name': name + ' - updated',
}
et.print_request_details('PATCH', url, attribute, headers)
r = requests.patch(url, data=json.dumps(attribute), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
def update_group(id):
url = base_url + '/groups/' + str(id)
group = {
'project_id': project_id,
'archived': False,
'description': 'A new group updated',
'name': name + ' updated',
'entities': [{
"id": experiment_id,
"kind": "Experiment",
"weight": 5000
}]
}
et.print_request_details('PATCH', url, group, headers)
r = requests.patch(url, data=json.dumps(group), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
def create_attribute():
url = base_url + '/attributes'
attribute = {
'key': key,
'project_id': project_id,
'archived': False,
'description': 'A new attribute',
'name': name,
}
et.print_request_details('POST', url, attribute, headers)
r = requests.post(url, data=json.dumps(attribute), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return j['id']
def create_group():
url = base_url + '/groups'
group = {
'project_id': project_id,
'archived': False,
'description': 'A new group',
'name': name,
'entities': [{
"id": experiment_id,
"kind": "Experiment",
"weight": 5000
}]
}
et.print_request_details('POST', url, group, headers)
r = requests.post(url, data=json.dumps(group), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return r.json()['id']
def create_experiment():
url = base_url + '/experiments'
experiment = {
'project_id':
project_id,
'type':
'a/b',
'description':
description,
'holdback':
5000,
'archived':
False,
'key':
key,
"metrics": [{
"aggregator": "unique",
"event_id": event_id,
"scope": "visitor",
"winning_direction": "increasing"
}],
"multivariate_traffic_policy":
"full_factorial",
"variations": [{
"weight": 10000,
"archived": False,
"description": "blabla",
"key": variation_key
}]
}
if feature_id:
experiment['feature_id'] = feature_id
if len(variable_values) > 0:
experiment['variations'][0]['variable_values'] = variables
et.print_request_details('POST', url, experiment, headers)
r = requests.post(url, data=json.dumps(experiment), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
return (j['id'], j['variations'][0]['variation_id'])
def update_experiment_2(id, variation_id):
url = base_url + '/experiments/' + str(id) + ''
experiment = {
'project_id':
project_id,
'type':
'a/b',
'description':
description + "_updated_2",
'holdback':
5000,
'archived':
False,
'key':
key + "_updated_2",
"metrics": [{
"aggregator": "unique",
"event_id": event_id,
"scope": "visitor",
"winning_direction": "increasing"
}],
"multivariate_traffic_policy":
"full_factorial",
"variations": [{
"weight": 10000,
"archived": False,
"description": "blabla_2",
"key": variation_key + '_updated_2',
"variation_id": variation_id
}]
}
if feature_id:
experiment['feature_id'] = feature_id
if len(variable_values) > 0:
experiment['variations'][0]['variable_values'] = variables
experiment['variations'][0]['feature_enabled'] = True
et.print_request_details('PATCH', url, experiment, headers)
r = requests.patch(url, data=json.dumps(experiment), headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
def create_result():
url = base_url + '/experiments/' + str(experiment_id) + '/results'
et.print_request_details('GET', url, {}, headers)
r = requests.get(url, headers=headers)
print r.text
j = r.json()
et.print_response_details(r.status_code, j)
url = base_url + '/experiments/' + str(experiment_id) + '/timeseries'
et.print_request_details('GET', url, {}, headers)
r = requests.get(url, headers=headers)
j = r.json()
et.print_response_details(r.status_code, j)
url = base_url + '/export/experiments/' + str(
experiment_id) + '/results/csv'
et.print_request_details('GET', url, {}, headers)
r = requests.get(url, headers=headers)
et.print_response_details(r.status_code, {})
print(r.text)