feat: Onboard deps.dev dataset (#356)

GoogleCloudPlatform · May 12, 2022 · 12143af · 12143af
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diff --git a/datasets/scalable_open_source/infra/provider.tf b/datasets/scalable_open_source/infra/provider.tf
@@ -0,0 +1,28 @@
+/**
+ * Copyright 2021 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
+ *
+ * http://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.
+ */
+
+
+provider "google" {
+ project = var.project_id
+ impersonate_service_account = var.impersonating_acct
+ region = var.region
+}
+
+data "google_client_openid_userinfo" "me" {}
+
+output "impersonating-account" {
+ value = data.google_client_openid_userinfo.me.email
+}
diff --git a/datasets/scalable_open_source/infra/scalable_open_source_dataset.tf b/datasets/scalable_open_source/infra/scalable_open_source_dataset.tf
@@ -0,0 +1,39 @@
+/**
+ * Copyright 2021 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
+ *
+ * http://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.
+ */
+
+
+resource "google_bigquery_dataset" "deps_dev_v1" {
+ dataset_id = "deps_dev_v1"
+ project = var.project_id
+}
+
+data "google_iam_policy" "bq_ds__deps_dev_v1" {
+ dynamic "binding" {
+ for_each = var.iam_policies["bigquery_datasets"]["deps_dev_v1"]
+ content {
+ role = binding.value["role"]
+ members = binding.value["members"]
+ }
+ }
+}
+
+resource "google_bigquery_dataset_iam_policy" "deps_dev_v1" {
+ dataset_id = google_bigquery_dataset.deps_dev_v1.dataset_id
+ policy_data = data.google_iam_policy.bq_ds__deps_dev_v1.policy_data
+}
+output "bigquery_dataset-deps_dev_v1-dataset_id" {
+ value = google_bigquery_dataset.deps_dev_v1.dataset_id
+}
diff --git a/datasets/scalable_open_source/infra/variables.tf b/datasets/scalable_open_source/infra/variables.tf
@@ -0,0 +1,26 @@
+/**
+ * Copyright 2021 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
+ *
+ * http://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.
+ */
+
+
+variable "project_id" {}
+variable "bucket_name_prefix" {}
+variable "impersonating_acct" {}
+variable "region" {}
+variable "env" {}
+variable "iam_policies" {
+ default = {}
+}
+
diff --git a/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/Dockerfile b/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/Dockerfile
@@ -0,0 +1,21 @@
+# Copyright 2021 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
+#
+# http://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 python:3.8
+ENV PYTHONUNBUFFERED True
+COPY requirements.txt ./
+RUN python3 -m pip install --no-cache-dir -r requirements.txt
+WORKDIR /custom
+COPY ./script.py .
+CMD ["python3", "script.py"]
diff --git a/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/requirements.txt b/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/requirements.txt
@@ -0,0 +1,4 @@
+google-api-core
+google-cloud-bigquery
+google-cloud-bigquery-datatransfer
+protobuf
diff --git a/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/script.py b/datasets/scalable_open_source/pipelines/_images/bq_data_transfer/script.py
@@ -0,0 +1,180 @@
+# Copyright 2021 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
+#
+# http://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.
+
+import logging
+import operator
+import os
+import time
+
+from google.api_core.exceptions import ResourceExhausted
+from google.cloud import bigquery_datatransfer_v1
+from google.protobuf.timestamp_pb2 import Timestamp
+
+RETRY_DELAY = 10
+
+
+class TimeoutError(Exception):
+ """Raised when the BQ transfer jobs haven't all finished within the allotted time"""
+
+ pass
+
+
+def main(
+ source_project_id: str,
+ source_bq_dataset: str,
+ target_project_id: str,
+ target_bq_dataset: str,
+ service_account: str,
+ timeout: int,
+):
+ client = bigquery_datatransfer_v1.DataTransferServiceClient()
+ transfer_config_name = f"{source_project_id}-{source_bq_dataset}-copy"
+ existing_config = find_existing_config(
+ client, target_project_id, transfer_config_name
+ )
+
+ if not existing_config:
+ existing_config = create_transfer_config(
+ client,
+ source_project_id,
+ source_bq_dataset,
+ target_project_id,
+ target_bq_dataset,
+ transfer_config_name,
+ service_account,
+ )
+
+ trigger_config(client, existing_config)
+ wait_for_completion(client, existing_config, timeout)
+
+
+def find_existing_config(
+ client: bigquery_datatransfer_v1.DataTransferServiceClient,
+ gcp_project: str,
+ transfer_config_name: str,
+) -> bigquery_datatransfer_v1.types.TransferConfig:
+ all_transfer_configs = client.list_transfer_configs(
+ request=bigquery_datatransfer_v1.types.ListTransferConfigsRequest(
+ parent=f"projects/{gcp_project}"
+ )
+ )
+
+ return next(
+ (
+ config
+ for config in all_transfer_configs
+ if config.display_name == transfer_config_name
+ ),
+ None,
+ )
+
+
+def wait_for_completion(
+ client: bigquery_datatransfer_v1.DataTransferServiceClient,
+ running_config: bigquery_datatransfer_v1.types.TransferConfig,
+ timeout: int,
+) -> None:
+ _start = int(time.time())
+
+ while True:
+ latest_runs = []
+ latest_runs.append(latest_transfer_run(client, running_config))
+
+ logging.info(f"States: {[str(run.state) for run in latest_runs]}")
+
+ # Mark as complete when all runs have succeeded
+ if all([str(run.state) == "TransferState.SUCCEEDED" for run in latest_runs]):
+ return
+
+ # Stop the process when it's longer than the allotted time
+ if int(time.time()) - _start > timeout:
+ raise TimeoutError
+
+ time.sleep(RETRY_DELAY)
+
+
+def latest_transfer_run(
+ client: bigquery_datatransfer_v1.DataTransferServiceClient,
+ config: bigquery_datatransfer_v1.types.TransferConfig,
+) -> bigquery_datatransfer_v1.types.TransferRun:
+ transfer_runs = client.list_transfer_runs(parent=config.name)
+ return max(transfer_runs, key=operator.attrgetter("run_time"))
+
+
+def create_transfer_config(
+ client: bigquery_datatransfer_v1.DataTransferServiceClient,
+ source_project_id: str,
+ source_dataset_id: str,
+ target_project_id: str,
+ target_dataset_id: str,
+ display_name: str,
+ service_account: str,
+) -> bigquery_datatransfer_v1.types.TransferConfig:
+ transfer_config = bigquery_datatransfer_v1.TransferConfig(
+ destination_dataset_id=target_dataset_id,
+ display_name=display_name,
+ data_source_id="cross_region_copy",
+ dataset_region="US",
+ params={
+ "overwrite_destination_table": True,
+ "source_project_id": source_project_id,
+ "source_dataset_id": source_dataset_id,
+ },
+ schedule_options=bigquery_datatransfer_v1.ScheduleOptions(
+ disable_auto_scheduling=True
+ ),
+ )
+
+ request = bigquery_datatransfer_v1.types.CreateTransferConfigRequest(
+ parent=client.common_project_path(target_project_id),
+ transfer_config=transfer_config,
+ service_account_name=service_account,
+ )
+
+ return client.create_transfer_config(request=request)
+
+
+def trigger_config(
+ client: bigquery_datatransfer_v1.DataTransferServiceClient,
+ config: bigquery_datatransfer_v1.types.TransferConfig,
+) -> None:
+ now = time.time()
+ seconds = int(now)
+ nanos = int((now - seconds) * pow(10, 9))
+
+ try:
+ client.start_manual_transfer_runs(
+ request=bigquery_datatransfer_v1.types.StartManualTransferRunsRequest(
+ parent=config.name,
+ requested_run_time=Timestamp(seconds=seconds, nanos=nanos),
+ )
+ )
+ except ResourceExhausted:
+ logging.info(
+ f"Transfer job is currently running for config ({config.display_name}) {config.name}."
+ )
+ return
+
+
+if __name__ == "__main__":
+ logging.getLogger().setLevel(logging.INFO)
+
+ main(
+ source_project_id=os.environ["SOURCE_PROJECT_ID"],
+ source_bq_dataset=os.environ["SOURCE_BQ_DATASET"],
+ target_project_id=os.environ["TARGET_PROJECT_ID"],
+ target_bq_dataset=os.environ["TARGET_BQ_DATASET"],
+ service_account=os.environ["SERVICE_ACCOUNT"],
+ timeout=int(os.getenv("TIMEOUT", 1200)),
+ )
diff --git a/datasets/scalable_open_source/pipelines/dataset.yaml b/datasets/scalable_open_source/pipelines/dataset.yaml
@@ -0,0 +1,25 @@
+# Copyright 2021 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
+#
+# http://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.
+
+dataset:
+ name: scalable_open_source
+ friendly_name: ~
+ description: ~
+ dataset_sources: ~
+ terms_of_use: ~
+
+resources:
+ - type: bigquery_dataset
+ dataset_id: deps_dev_v1
+ description: ~
diff --git a/datasets/scalable_open_source/pipelines/deps_dev/deps_dev_dag.py b/datasets/scalable_open_source/pipelines/deps_dev/deps_dev_dag.py
@@ -0,0 +1,53 @@
+# Copyright 2021 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
+#
+# http://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 airflow import DAG
+from airflow.providers.cncf.kubernetes.operators import kubernetes_pod
+
+default_args = {
+ "owner": "Google",
+ "depends_on_past": False,
+ "start_date": "2022-05-01",
+}
+
+
+with DAG(
+ dag_id="scalable_open_source.deps_dev",
+ default_args=default_args,
+ max_active_runs=1,
+ schedule_interval="@weekly",
+ catchup=False,
+ default_view="graph",
+) as dag:
+
+ # Copy deps.dev dataset
+ copy_bq_datasets = kubernetes_pod.KubernetesPodOperator(
+ task_id="copy_bq_datasets",
+ name="copy_bq_datasets",
+ namespace="composer",
+ service_account_name="datasets",
+ image_pull_policy="Always",
+ image="{{ var.json.scalable_open_source.container_registry.copy_bq_datasets }}",
+ env_vars={
+ "SOURCE_PROJECT_ID": "{{ var.json.scalable_open_source.source_project_id }}",
+ "SOURCE_BQ_DATASET": "{{ var.json.scalable_open_source.source_bq_dataset }}",
+ "TARGET_PROJECT_ID": "{{ var.json.scalable_open_source.target_project_id }}",
+ "TARGET_BQ_DATASET": "deps_dev_v1",
+ "SERVICE_ACCOUNT": "{{ var.json.scalable_open_source.service_account }}",
+ },
+ resources={"request_memory": "128M", "request_cpu": "200m"},
+ )
+
+ copy_bq_datasets