Feat: Onboard EBI CHemBL Previous Data dataset

datasets/ebi_chembl/pipelines/_images/bq_data_transfer/Dockerfile

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+# 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.
+
+# The base image for this build
+FROM python:3.8
+
+# Allow statements and log messages to appear in Cloud logs
+ENV PYTHONUNBUFFERED True
+
+# Copy the requirements file into the image
+COPY requirements.txt ./
+
+# Install the packages specified in the requirements file
+RUN python3 -m pip install --no-cache-dir -r requirements.txt
+
+# The WORKDIR instruction sets the working directory for any RUN, CMD,
+# ENTRYPOINT, COPY and ADD instructions that follow it in the Dockerfile.
+# If the WORKDIR doesn’t exist, it will be created even if it’s not used in
+# any subsequent Dockerfile instruction
+WORKDIR /custom
+
+# Copy the specific data processing script/s in the image under /custom/*
+COPY ./script.py .
+
+# Command to run the data processing script when the container is run
+CMD ["python3", "script.py"]

datasets/ebi_chembl/pipelines/_images/bq_data_transfer/requirements.txt

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+google-api-core
+google-cloud-bigquery
+google-cloud-bigquery-datatransfer
+protobuf

datasets/ebi_chembl/pipelines/_images/bq_data_transfer/script.py

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+# 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,
+    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,
+        )
+
+    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,
+) -> 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,
+    )
+    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"],
+        timeout=int(os.getenv("TIMEOUT", 12000)),
+    )

datasets/ebi_chembl/pipelines/ebi_chembl_old_data/ebi_chembl_old_data_dag.py

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+# Copyright 2022 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": "2022-07-01",
+}
+
+
+with DAG(
+    dag_id="ebi_chembl.ebi_chembl_old_data",
+    default_args=default_args,
+    max_active_runs=1,
+    schedule_interval="@weekly",
+    catchup=False,
+    default_view="graph",
+) as dag:
+
+    # Copy patents-public-data.ebi_chembl 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.ebi_chembl_old_data.container_registry.bq_data_transfer }}",
+        env_vars={
+            "SOURCE_PROJECT_ID": "{{ var.json.ebi_chembl_old_data.source_project_id }}",
+            "SOURCE_BQ_DATASET": "{{ var.json.ebi_chembl_old_data.source_bq_dataset }}",
+            "TARGET_PROJECT_ID": "{{ var.value.gcp_project }}",
+            "TARGET_BQ_DATASET": "{{ var.json.ebi_chembl_old_data.target_bq_dataset }}",
+        },
+        resources={"request_memory": "128M", "request_cpu": "200m"},
+    )
+
+    copy_bq_datasets

datasets/ebi_chembl/pipelines/ebi_chembl_old_data/pipeline.yaml

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+# 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.
+
+---
+resources: ~
+
+dag:
+  airflow_version: 2
+  initialize:
+    dag_id: ebi_chembl_old_data
+    default_args:
+      owner: "Google"
+      depends_on_past: False
+      start_date: '2022-07-01'
+    max_active_runs: 1
+    schedule_interval: "@weekly"
+    catchup: False
+    default_view: graph
+
+  tasks:
+    - operator: "KubernetesPodOperator"
+      description: "Copy patents-public-data.ebi_chembl dataset"
+      args:
+        task_id: "copy_bq_datasets"
+        name: "copy_bq_datasets"
+        namespace: "composer"
+        service_account_name: "datasets"
+        image_pull_policy: "Always"
+        image: "{{ var.json.ebi_chembl_old_data.container_registry.bq_data_transfer }}"
+        env_vars:
+          SOURCE_PROJECT_ID: "{{ var.json.ebi_chembl_old_data.source_project_id }}"
+          SOURCE_BQ_DATASET: "{{ var.json.ebi_chembl_old_data.source_bq_dataset }}"
+          TARGET_PROJECT_ID: "{{ var.value.gcp_project }}"
+          TARGET_BQ_DATASET: "{{ var.json.ebi_chembl_old_data.target_bq_dataset }}"
+        resources:
+          request_memory: "128M"
+          request_cpu: "200m"
+
+  graph_paths:
+    - "copy_bq_datasets"