Modelmanager api
Project description
Welcome to Modelmanager-api!
===================
This is a api model for interacting with modelmanager.
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 Codes
Add Project
from mmanager.mmanager import Usecase
secret_key = 'Secret-Key'
url = 'URL'
data = {
"name": "UsecaseName",
"author": "AuthorName",
"description": "UsecaseDescription",
"source": "UsecasSource",
"contributor": "UsecaseContributor",
"image": 'image.jpg' , #path to image file
"banner": 'banner.jpg' , #path to banner file
}
Usecase(secret_key, url).post_usecase(data)
Update Project
from mmanager.mmanager import Usecase
secret_key = 'Secret-Key'
url = 'URL'
project_id = Project_id #use model_id number to update
data = {
"author": "AuthorName",
"description": "UsecaseDescription",
"source": "UsecasSource",
"contributor": "UsecaseContributor",
"image": 'image.jpg' , #path to image file
"banner": 'banner.jpg' , #path to banner file
}
Usecase(secret_key, url).patch_usecase(data, project_id)
Delete Project
from mmanager.mmanager import Usecase
secret_key = 'Secret-Key'
url = 'URL'
project_id = Project_id #use project_id number to delete
Usecase(secret_key,url).delete_usecase(project_id)
Get Project
from mmanager.mmanager import Usecase
secret_key = 'Secret-Key'
url = 'URL'
project_id = Project_id #use project_id number to delete
Usecase(secret_key,url).get_usecase(project_id)
Add Model
from mmanager.mmanager import Model
secret_key = 'Secret-Key'
url = 'URL'
data = {
"project":Project_ID, #model add to which project
"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", #path to csv file
"pred_dataset": "submissionsample.csv", #path to csv file
"actual_dataset": "truth.csv", #path to csv file
"test_dataset": "test.csv", #path to csv file
"model_file_path":"",
"scoring_file_path":"",
"model_image_path":"" ,
"model_summary_path":"",
}
Model(secret_key, url).post_model(data)
Update Model
from mmanager.mmanager import Model
secret_key = 'Secret-Key'
url = 'URL'
model_id = Model_id #use model_id number to update
data = {
"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", #path to csv file
"pred_dataset": "submissionsample.csv", #path to csv file
"actual_dataset": "truth.csv", #path to csv file
"test_dataset": "test.csv", #path to csv file
"model_file_path":"",
"scoring_file_path":"",
"model_image_path":"" ,
"model_summary_path":"",
}
Model(secret_key, url).patch_model(data, model_id)
Delete Model
from mmanager.mmanager import Model
secret_key = 'Secret-Key'
url = 'URL'
model_id = Model_id #use model_id number to delete
Model(secret_key,url).delete_model(model_id)
Get Model
from mmanager.mmanager import Model
secret_key = 'Secret-Key'
url = 'URL'
model_id = Model_id #use model_id number to delete
Model(secret_key,url).get_model(model_id)
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