modelmanager-api 1.0.4

Modelmanager api

Welcome to Modelmanager-api!

This is a api model for interacting with modelmanager.

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Documents

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 = Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' 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 = Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' 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 = Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' project_id =Project_ID Usecase(secret_key,url).delete_usecase(project_id)

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###Add_Model### from modelmanager-api.modelmanager-api import Model secret_key = Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' 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 = "Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' 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 = Get from "http://modelmanager.ai/key/" url = 'http://modelmanager.ai' model_id =model_ID Usecase(secret_key,url).delete_usecase(model_id)