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# coding=utf-8
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
"""
FILE: sample_create_and_deploy_project.py
DESCRIPTION:
This sample demonstrates how to create and deploy a Qna project.
USAGE:
python sample_create_and_deploy_project.py
Set the environment variables with your own values before running the sample:
1) AZURE_QUESTIONANSWERING_ENDPOINT - the endpoint to your QuestionAnswering resource.
2) AZURE_QUESTIONANSWERING_KEY - your QuestionAnswering API key.
"""
def sample_create_and_deploy_project():
# [START create_and_deploy_project]
import os
from azure.core.credentials import AzureKeyCredential
from azure.ai.language.questionanswering.authoring import AuthoringClient
# get service secrets
endpoint = os.environ["AZURE_QUESTIONANSWERING_ENDPOINT"]
key = os.environ["AZURE_QUESTIONANSWERING_KEY"]
# create client
client = AuthoringClient(endpoint, AzureKeyCredential(key))
with client:
# create project
project_name = "IssacNewton"
project = client.create_project(
project_name=project_name,
options={
"description": "biography of Sir Issac Newton",
"language": "en",
"multilingualResource": True,
"settings": {
"defaultAnswer": "no answer"
}
})
print("view created project info:")
print("\tname: {}".format(project["projectName"]))
print("\tlanguage: {}".format(project["language"]))
print("\tdescription: {}".format(project["description"]))
# list projects
print("find created project ..")
qna_projects = client.list_projects()
for p in qna_projects:
if p["projectName"] == project_name:
print("project: {}".format(p["projectName"]))
print("\tlanguage: {}".format(p["language"]))
print("\tdescription: {}".format(p["description"]))
# update sources (REQUIRED TO DEPLOY PROJECT)
update_sources_poller = client.begin_update_sources(
project_name=project_name,
sources=[
{
"op": "add",
"value": {
"displayName": "Issac Newton Bio",
"sourceUri": "https://wikipedia.org/wiki/Isaac_Newton",
"sourceKind": "url"
}
}
]
)
sources = update_sources_poller.result()
# list sources
print("list project sources")
for source in sources:
print("source name: {}".format(source.get("displayName", "N/A")))
print("\tsource: {}".format(source["source"]))
print("\tsource Uri: {}".format(source.get("sourceUri", "N/A")))
print("\tsource kind: {}".format(source["sourceKind"]))
# deploy project
deployment_poller = client.begin_deploy_project(
project_name=project_name,
deployment_name="production"
)
deployment = deployment_poller.result()
print(f"Deployment successfully created under {deployment['deploymentName']}.")
# list all deployments
deployments = client.list_deployments(
project_name=project_name
)
print("view project deployments")
for d in deployments:
print(d)
# [END create_and_deploy_project]
if __name__ == '__main__':
sample_create_and_deploy_project()
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