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azurepurviewscanning 1.0.0b2
Azure Purview Scanning client library for Python
Azure Purview Scanning is a fully managed cloud service whose users can scan your data into your data estate (also known as your catalog). Scanning is a process by which the catalog connects directly to a data source on a user-specified schedule.
Scan your data into your catalog
Examine your data
Extract schemas from your data
Please rely heavily on the service's documentation and our client docs to use this library
Source code | Package (PyPI) | API reference documentation| Product documentation
Disclaimer
Azure SDK Python packages support for Python 2.7 is ending 01 January 2022. For more information and questions, please refer to https://github.com/Azure/azure-sdk-for-python/issues/20691
Getting started
Prerequisites
Python 2.7, or 3.6 or later is required to use this package.
You must have an Azure subscription and a Purview to use this package.
Create a Purview Resource
Follow these instructions to create your Purview resource
Install the package
Install the Azure Purview Scanning client library for Python with pip:
pip install azure-purview-scanning
Authenticate the client
To use an Azure Active Directory (AAD) token credential,
provide an instance of the desired credential type obtained from the
azure-identity library.
To authenticate with AAD, you must first pip install azure-identity and
enable AAD authentication on your Purview resource
After setup, you can choose which type of credential from azure.identity to use.
As an example, DefaultAzureCredential
can be used to authenticate the client:
Set the values of the client ID, tenant ID, and client secret of the AAD application as environment variables:
AZURE_CLIENT_ID, AZURE_TENANT_ID, AZURE_CLIENT_SECRET
Use the returned token credential to authenticate the client:
from azure.purview.scanning import PurviewScanningClient
from azure.identity import DefaultAzureCredential
credential = DefaultAzureCredential()
client = PurviewScanningClient(endpoint="https://<my-account-name>.scan.purview.azure.com", credential=credential)
Key concepts
Client
This package offers request builders so you can build http requests and send these requests to the service using the send_request method.
For more information on how to use request builders and our clients, see here.
Examples
The following section shows you how to initialize and authenticate your client, then list all of your data sources.
List All Data Sources
List All Data Sources
from azure.purview.scanning import PurviewScanningClient
from azure.identity import DefaultAzureCredential
from azure.core.exceptions import HttpResponseError
credential = DefaultAzureCredential()
client = PurviewScanningClient(endpoint="https://<my-account-name>.scan.purview.azure.com", credential=credential)
try:
response = client.data_sources.list_all()
result = [item for item in response]
print(result)
except HttpResponseError as e:
print(e)
Troubleshooting
General
The Purview Scanning client will raise exceptions defined in [Azure Core][azure_core] if you call .raise_for_status() on your responses.
Logging
This library uses the standard
logging library for logging.
Basic information about HTTP sessions (URLs, headers, etc.) is logged at INFO
level.
Detailed DEBUG level logging, including request/response bodies and unredacted
headers, can be enabled on a client with the logging_enable keyword argument:
import sys
import logging
from azure.identity import DefaultAzureCredential
from azure.purview.scanning import PurviewScanningClient
# Create a logger for the 'azure' SDK
logger = logging.getLogger('azure')
logger.setLevel(logging.DEBUG)
# Configure a console output
handler = logging.StreamHandler(stream=sys.stdout)
logger.addHandler(handler)
endpoint = "https://<my-account-name>.scan.purview.azure.com"
credential = DefaultAzureCredential()
# This client will log detailed information about its HTTP sessions, at DEBUG level
client = PurviewScanningClient(endpoint=endpoint, credential=credential, logging_enable=True)
Similarly, logging_enable can enable detailed logging for a single send_request call,
even when it isn't enabled for the client:
result = client.data_sources.list_all(logging_enable=True)
Next steps
For more generic samples, see our client docs.
Contributing
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit cla.microsoft.com.
When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.
Release History
1.0.0b2 (2021-09-29)
Features
Add convenience operations to client
Breaking changes
Remove rest layer and request builders(detailed description is in README.md)
The HttpRequest parameter to send_request has changed from http_request to request
Ordering of endpoint and credential params have changed
1.0.0b1 (2021-05-11)
This is the initial release of the Azure Purview Scanning library.
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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