qwiklabs/terraform-modules/colab-deployment/cloud-function/main.py (64 lines of code) (raw):
####################################################################################
# Copyright 2024 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
####################################################################################
from google.cloud import dataform_v1beta1
import google.auth
import google.auth.transport.requests
import requests
import os
# Commit the notebook files to the repositories created by Terraform
def commit_repository_changes(client, project, region, gcp_account_name) -> str:
# Get auth of service account
creds, project = google.auth.default()
auth_req = google.auth.transport.requests.Request() # required to acess access token
creds.refresh(auth_req)
access_token=creds.token
auth_header = { 'Authorization' : "Bearer " + access_token ,
'Content-Type' : 'application/json'
}
directory = f"{os.path.dirname(__file__)}/notebooks/"
for file in os.listdir(directory):
with open(os.path.join(directory, file), 'rb') as f:
encoded_string = f.read()
file_base_name = os.path.basename(file).removesuffix(".ipynb")
print(f"file_base_name: {file_base_name}")
repo_id = f"projects/{project}/locations/{region}/repositories/{file_base_name}"
print(f"repo_id: {repo_id}")
request = dataform_v1beta1.CommitRepositoryChangesRequest()
request.name = repo_id
request.commit_metadata = dataform_v1beta1.CommitMetadata(
author=dataform_v1beta1.CommitAuthor(
name="Google Data Beans",
email_address="no-reply@google.com"
),
commit_message="Committing Data Beans notebook"
)
request.file_operations = {}
request.file_operations["content.ipynb"] = \
dataform_v1beta1.\
CommitRepositoryChangesRequest.\
FileOperation(write_file=dataform_v1beta1.
CommitRepositoryChangesRequest.
FileOperation.
WriteFile(contents=encoded_string)
)
print(request.file_operations)
client.commit_repository_changes(request=request)
print(f"Committed changes to {repo_id}")
# change the IAM permissions so the user owns the notebook and it shows in Colab correctly
uri=f"https://dataform.googleapis.com/v1beta1/projects/{project}/locations/{region}/repositories/{file_base_name}:setIamPolicy"
json = '{ "policy": { "bindings": [ { "role": "roles/dataform.admin", "members": [ "user:' + gcp_account_name + '" ] } ] } }'
# curl -X POST "https://dataform.googleapis.com/v1beta1/projects/data-beans-xxxx/locations/us-central1/repositories/Event-Populate-Table:setIamPolicy" \
# --header "Authorization: Bearer $(gcloud auth application-default print-access-token)" \
# --header "Content-Type: application/json" \
# --data "${json}" \
# --compressed
try:
print (f"Setting Policy URI: {uri}")
print (f"Setting Policy JSON: {json}")
response = requests.post(uri, headers=auth_header, data=json)
response.raise_for_status()
print(f"SUCCESS: Set IAM Policy for Notebook: {file_base_name}")
except requests.exceptions.RequestException as err:
print(f"FAILED: Set IAM Policy for Notebook: {file_base_name}")
print(err)
raise err
return ("Committed changes to all repos")
def run_it(request) -> str:
dataform_client = dataform_v1beta1.DataformClient()
project_id = os.environ.get("PROJECT_ID")
region_id = os.environ.get("DATAFORM_REGION")
gcp_account_name = os.environ.get("GCP_ACCOUNT_NAME")
commit_changes = commit_repository_changes(
dataform_client, project_id, region_id, gcp_account_name)
print("Notebooks created!")
return commit_changes