whylabs-client

whylabs-client

WhyLabs API that enables end-to-end AI observability

This Python package is automatically generated by the OpenAPI Generator project:

• API version: 0.1
• Build package: org.openapitools.codegen.languages.PythonClientCodegen For more information, please visit https://whylabs.ai

Requirements.

Python >= 3.6

Installation & Usage

pip install

You can install directly using:

pip install whylabs-client

Then import the package:

import whylabs_client

Setuptools

Install via Setuptools.

python setup.py install --user

(or sudo python setup.py install to install the package for all users)

Then import the package:

import whylabs_client

Getting Started

Please follow the installation procedure and then run the following:

import time
import whylabs_client
from pprint import pprint
from whylabs_client.api import dataset_profile_api
from whylabs_client.model.delete_analyzer_results_response import DeleteAnalyzerResultsResponse
from whylabs_client.model.delete_dataset_profiles_response import DeleteDatasetProfilesResponse
from whylabs_client.model.reference_profile_item_response import ReferenceProfileItemResponse
# Defining the host is optional and defaults to http://localhost
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'
configuration.discard_unknown_keys = True

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'


# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = dataset_profile_api.DatasetProfileApi(api_client)
    org_id = "org-123" # str | Your company's unique organization ID
dataset_id = "model-123" # str | The unique dataset ID in your company.
start_timestamp = 1577836800000 # int, none_type | Optional, scope deleting analyzer results more recent than the timestamp (optional)
end_timestamp = 1893456000000 # int, none_type | Optional, scope deleting analyzer results older than the timestamp (optional)

    try:
        # Deletes a set of analyzer results
        api_response = api_instance.delete_analyzer_results(org_id, dataset_id, start_timestamp=start_timestamp, end_timestamp=end_timestamp)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling DatasetProfileApi->delete_analyzer_results: %s\n" % e)