def retrieve():
output = {}
#retrieve the json from the ajax call
json_file = ''
if request.method == 'POST':
json_file = request.json
print("post request")
#if json_file successfully posted..
if json_file != '':
# check all required arguments are present:
if not all(arg in json_file for arg in ["customerId"]):
print("Missing arguments in post request")
return json.dumps({"error": "Missing arguments"})
inputCustomerId = json_file["customerId"]
print("retreived data: " + str(inputCustomerId))
data_array = []
client_info_obj = {}
client_attrition_score_obj = {}
client_examine_segement_obj = {}
client_profile_all = client.retrieve_entire_client_profile(inputCustomerId)
client_profile = client_profile_all[0]
if ("error" in client_profile):
return json.dumps({"error": client_profile["error"]})
#profile = json.dumps(client_profile, indent=4, sort_keys=True)
#print(profile)
#get client info, returns a list with first element contatining client info
client_info_obj = client_profile["customer"]
if ("error" in client_info_obj):
return json.dumps({"error": client_info_obj["error"]})
#get client life events
client_life_events = client_profile["event_scores"]
if (len(client_life_events) > 0):
if ("error" in client_life_events[0]):
return json.dumps({"error": client_life_events["error"]})
#get client_attrition_score, returns a list with first element contatining info
client_attrition_scores = client_profile["scores"]
if (len(client_attrition_scores) > 0):
if ("error" in client_attrition_scores[0]):
return json.dumps({"error": client_attrition_scores[0]["error"]})
for i in range(len(client_attrition_scores)):
if (client_attrition_scores[i]["score_code"] == "ATTRITION" and
client_attrition_scores[i]["model_scope_forecast_horizon"]
== 1):
client_attrition_score_obj = client_attrition_scores[i]
if (client_attrition_scores[i]["score_code"] ==
"DYNAMIC_SEGMENTATION"):
client_examine_segement_obj = client_attrition_scores[i]
#get segment description, returns a list
segment_description = client.segment_description()
if (len(segment_description) > 0):
if ("error" in segment_description[0]):
return json.dumps({"error": segment_description[0]["error"]})
#create the output json
output = {
"clientInfo": client_info_obj,
"clientAttritionScore": client_attrition_score_obj,
"clientLifeEvents": client_life_events,
"clientExamineSegment": client_examine_segement_obj,
"segmentDescription": segment_description,
"customerId": inputCustomerId,
"lifeEventsDescription": life_events_desc,
"featuresDescription": features_desc
}
#return output json
return json.dumps(output)
def retrieve():
output = {}
#retrieve the json from the ajax call
json_file = ''
if request.method == 'POST':
json_file = request.json
print("post request")
#if json_file successfully posted..
if json_file != '':
# check all required arguments are present:
if not all(arg in json_file for arg in ["customerId"]):
print("Missing arguments in post request")
return json.dumps({"error": "Missing arguments"})
inputCustomerId = json_file["customerId"]
print("retreived data: " + str(inputCustomerId))
data_array = []
#get client info, returns a list with first element contatining client info
client_info = client.retrieve_basic_client_info(inputCustomerId)
if (len(client_info) > 0):
client_info_obj = client_info[0]
if ("error" in client_info_obj):
return json.dumps({"error": client_info_obj["error"]})
#get client_attrition_score, returns a list with first element contatining info
client_attrition_score = client.retrieve_client_attrition_score(
inputCustomerId)
if (len(client_attrition_score) > 0):
client_attrition_score_obj = client_attrition_score[0]
if ("error" in client_attrition_score_obj):
return json.dumps({"error": client_attrition_score_obj["error"]})
#get client life events
client_life_events = client.retrieve_relevant_life_events(inputCustomerId)
if (len(client_life_events) > 0):
if ("error" in client_life_events[0]):
return json.dumps({"error": client_life_events["error"]})
#get client segment, returns a list with first element contatining info
client_examine_segement = client.examine_client_segment(inputCustomerId)
if (len(client_examine_segement) > 0):
client_examine_segement_obj = client_examine_segement[0]
if ("error" in client_examine_segement_obj):
return json.dumps({"error": client_examine_segement["error"]})
#get segment description, returns a list
segment_description = client.segment_description()
if (len(segment_description) > 0):
if ("error" in segment_description[0]):
return json.dumps({"error": segment_description[0]["error"]})
#create the output json
output = {
"clientInfo": client_info_obj,
"clientAttritionScore": client_attrition_score,
"clientLifeEvents": client_life_events,
"clientExamineSegment": client_examine_segement,
"segmentDescription": segment_description,
"customerId": inputCustomerId,
"lifeEventsDescription": life_events_desc,
"attritionFeaturesDescription": attrition_features_desc,
"customerSegmentsDescription": customer_segments_desc
}
#return output json
return json.dumps(output)