Software-Development-Assessment

Description

This is a coding assessment for Genify.ai.

This is a basic API built on top of model generated by this Kaggle notebook

How to run

• Clone the repo
• Navigate to 'src' folder
• Run 'python .\run.py'
• The endpoint should be up on http://127.0.0.1:5000

Example query

• http://127.0.0.1:5000?fecha_dato=2016-06-28&ncodpers=15889&ind_empleado=F&pais_residencia=ES&sexo=V&age=56&fecha_alta=1995-01-16&antiguedad=256&tiprel_1mes=A&cod_prov=28&ind_actividad_cliente=1&renta=326124.90&segmento=01%20-%20TOP

• http://127.0.0.1:5000/?fecha_dato=2016-06-28,2016-06-28&ncodpers=15889,1170544&ind_empleado=F,N&pais_residencia=ES,ES&sexo=V,H&age=56,36&fecha_alta=1995-01-16,2013-08-28&antiguedad=34&tiprel_1mes=A,I&cod_prov=28,3&ind_actividad_cliente=1,0&renta=326124.90,&segmento=01%20%20TOP,02%20%20PARTICULARES

API Documentation

• The API has a single POST endpoint for recommending banking products to users based on their banking and social information

• The API POST endpoint only accepts parameters sent in the query URL

• Each parameter in the parameters list can take one value or multiple values (for multiple input rows), separated by a comma.

• Endpoint parameters

Parameters	Is required
fecha_dato	Yes
ncodpers	Yes
ind_empleado	No
pais_residencia	No
ind_empleado	No
sexo	No
age	No
fecha_alta	No
antiguedad	No
tiprel_1mes	No
cod_prov	No
ind_actividad_cliente	No
renta	No
segmento	No

• Possible responses

Status code	Example Response
201	{"data": "{"ncodpers": ["15889"], "added_products": ["ind_cco_fin_ult1 ind_cno_fin_ult1 ind_ecue_fin_ult1 ind_nomina_ult1 ind_nom_pens_ult1 ind_recibo_ult1 ind_dela_fin_ult1"]}"}
400	{"message": "Error: invalid input format. The following parameters are missing: fecha_dato"}