modelmanager-api 2.0.1

Modelmanager api

Welcome to Modelmanager-api!

This is a api model for interacting with modelmanager.

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Note:

• Example files are are in example_script directory.
• Example assets are in api_assets directory.
• It contains scripts for different actions(Add, Update, Delete).

• EXAMPLE SCRIPTS - add_model.py - add_project.py - update_model.py - update_project.py - delete_model.py - delete_project.py
• EXAMPLE ASSETS - Project Assets - Model Assets

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Example Codes

###Add_Project###
from modelmanager_api.modelmanager_api import Usecase
secret_key = 'Secret-Key'
url = 'URL'
data = {
		"name": "UsecaseName",
		"author": "AuthorName",
		"description": "UsecaseDescription",
		"source": "UsecasSource",
		"contributor": "UsecaseContributor",
		"image": 'image.jpg' ,
		"banner": 'banner.jpg' , 
}
Usecase(secret_key, url).post_usecase(data) 

###Update_Project###
from modelmanager_api.modelmanager_api import Usecase
secret_key = 'Secret-Key'
url = 'URL'
data = {
		"name": "UsecaseName",
		"author": "AuthorName",
		"description": "UsecaseDescription",
		"source": "UsecasSource",
		"contributor": "UsecaseContributor",
		"image": 'image.jpg' ,
		"banner": 'banner.jpg' ,
	}
Usecase(secret_key, url).patch_usecase(data)

###Delete_Project###
from modelmanager_api.modelmanager_api import Usecase
secret_key = 'Secret-Key'
url = 'URL'
project_id ='Project_id'
Usecase(secret_key,url).delete_usecase(project_id)

###Add_Model### 
from modelmanager_api.modelmanager_api import Model
secret_key = 'Secret-Key'
url = 'URL'
data = {
		"project":Project_ID,
		"transformerType": "logistic",
		"target_column": "id",
		"note": "api script Model",
		"model_area": "api script Model",
		"model_dependencies": "api script Model",
		"model_usage": "api script Model",
		"model_audjustment": "api script Model",
		"model_developer": "api script Model",
		"model_approver": "api script Model",
		"model_maintenance": "api script Model",
		"documentation_code": "api script Model",
		"implementation_plateform": "api script Model",
		"training_dataset": "train.csv",
		"pred_dataset": "submissionsample.csv",
		"actual_dataset": "truth.csv",
		"test_dataset": "test.csv",
		"model_file_path":"",
		"scoring_file_path":"",
		"production":"",
		"current_date":"",
}
Model(secret_key, url).post_model(data)

###Update_Model### 
from modelmanager_api.modelmanager_api import Model
secret_key = 'Secret-Key'
url = 'URL'
data = {
		"project":Project_ID,
		"transformerType": "logistic",
		"target_column": "id",
		"note": "api script Model",
		"model_area": "api script Model",
		"model_dependencies": "api script Model",
		"model_usage": "api script Model",
		"model_audjustment": "api script Model",
		"model_developer": "api script Model",
		"model_approver": "api script Model",
		"model_maintenance": "api script Model",
		"documentation_code": "api script Model",
		"implementation_plateform": "api script Model",
		"training_dataset": "train.csv",
		"pred_dataset": "submissionsample.csv",
		"actual_dataset": "truth.csv",
		"test_dataset": "test.csv",
		"model_file_path":"",
		"scoring_file_path":"",
		"production":"",
		"current_date":"",
}
Model(secret_key, url).patch_model(data)

###Delete_Project###
from modelmanager_api.modelmanager_api import Model
secret_key = 'Secret-Key'
url = 'URL'
model_id ='Model_id'	Model(secret_key,url).delete_model(model_id)