feat: Onboard Austin Waste Dataset

datasets/austin_waste/_images/run_csv_transform_kub/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 gcr.io/google.com/cloudsdktool/cloud-sdk:slim
+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 ./csv_transform.py .
+
+# Command to run the data processing script when the container is run
+CMD ["python3", "csv_transform.py"]

datasets/austin_waste/_images/run_csv_transform_kub/csv_transform.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 json
+import logging
+import os
+import pathlib
+import typing
+from datetime import datetime
+
+import pandas as pd
+import requests
+from google.cloud import storage
+
+
+def main(
+    source_url: str,
+    source_file: pathlib.Path,
+    target_file: pathlib.Path,
+    target_gcs_bucket: str,
+    target_gcs_path: str,
+    headers: typing.List[str],
+    rename_mappings: dict,
+) -> None:
+
+    logging.info("Creating 'files' folder")
+    pathlib.Path("./files").mkdir(parents=True, exist_ok=True)
+
+    logging.info(f"Downloading file {source_url}")
+    download_file(source_url, source_file)
+    df = pd.read_csv(str(source_file))
+
+    logging.info(f"Transforming.. {source_file}")
+    rename_headers(df, rename_mappings)
+    date_convert(df)
+
+    logging.info("Transform: Reordering headers..")
+    df = df[headers]
+
+    logging.info(f"Saving to output file.. {target_file}")
+    try:
+        save_to_new_file(df, file_path=str(target_file))
+    except Exception as e:
+        logging.error(f"Error saving output file: {e}.")
+    logging.info("..Done!")
+
+    logging.info(
+        f"Uploading output file to.. gs://{target_gcs_bucket}/{target_gcs_path}"
+    )
+    upload_file_to_gcs(target_file, target_gcs_bucket, target_gcs_path)
+
+
+def rename_headers(df: pd.DataFrame, rename_mappings: dict) -> None:
+    df = df.rename(columns=rename_mappings, inplace=True)
+
+
+def convert_dt_format(dt_str: str) -> str:
+    if dt_str is None or len(dt_str) == 0:
+        return dt_str
+    else:
+        if len(dt_str) == 10:
+            return datetime.strptime(dt_str, "%m/%d/%Y").strftime("%Y-%m-%d")
+        else:
+            return datetime.strptime(dt_str, "%m/%d/%Y %H:%M:%S %p").strftime(
+                "%Y-%m-%d %H:%M:%S"
+            )
+
+
+def date_convert(df: pd.DataFrame) -> None:
+    dt_cols = ["report_date", "load_time"]
+
+    for dt_col in dt_cols:
+        df[dt_col] = df[dt_col].apply(convert_dt_format)
+
+
+def save_to_new_file(df, file_path):
+    df.to_csv(file_path, index=False)
+
+
+def download_file(source_url: str, source_file: pathlib.Path) -> None:
+    logging.info(f"Downloading {source_url} into {source_file}")
+    r = requests.get(source_url, stream=True)
+    if r.status_code == 200:
+        with open(source_file, "wb") as f:
+            for chunk in r:
+                f.write(chunk)
+    else:
+        logging.error(f"Couldn't download {source_url}: {r.text}")
+
+
+def upload_file_to_gcs(file_path: pathlib.Path, gcs_bucket: str, gcs_path: str) -> None:
+    storage_client = storage.Client()
+    bucket = storage_client.bucket(gcs_bucket)
+    blob = bucket.blob(gcs_path)
+    blob.upload_from_filename(file_path)
+
+
+if __name__ == "__main__":
+    logging.getLogger().setLevel(logging.INFO)
+
+    main(
+        source_url=os.environ["SOURCE_URL"],
+        source_file=pathlib.Path(os.environ["SOURCE_FILE"]).expanduser(),
+        target_file=pathlib.Path(os.environ["TARGET_FILE"]).expanduser(),
+        target_gcs_bucket=os.environ["TARGET_GCS_BUCKET"],
+        target_gcs_path=os.environ["TARGET_GCS_PATH"],
+        headers=json.loads(os.environ["CSV_HEADERS"]),
+        rename_mappings=json.loads(os.environ["RENAME_MAPPINGS"]),
+    )

datasets/austin_waste/_images/run_csv_transform_kub/requirements.txt

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+requests
+pandas
+google-cloud-storage

datasets/austin_waste/_terraform/austin_waste_dataset.tf

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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.
+ */
+
+
+resource "google_bigquery_dataset" "austin_waste" {
+  dataset_id  = "austin_waste"
+  project     = var.project_id
+  description = "austin waste and diversion"
+}
+
+output "bigquery_dataset-austin_waste-dataset_id" {
+  value = google_bigquery_dataset.austin_waste.dataset_id
+}

datasets/austin_waste/_terraform/provider.tf

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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.
+ */
+
+
+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
+}

datasets/austin_waste/_terraform/variables.tf

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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.
+ */
+
+
+variable "project_id" {}
+variable "bucket_name_prefix" {}
+variable "impersonating_acct" {}
+variable "region" {}
+variable "env" {}
+

datasets/austin_waste/_terraform/waste_and_diversion_pipeline.tf

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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.
+ */
+
+
+resource "google_bigquery_table" "waste_and_diversion" {
+  project    = var.project_id
+  dataset_id = "austin_waste"
+  table_id   = "waste_and_diversion"
+
+  description = "Austin waste and diversion"
+
+
+
+
+  depends_on = [
+    google_bigquery_dataset.austin_waste
+  ]
+}
+
+output "bigquery_table-waste_and_diversion-table_id" {
+  value = google_bigquery_table.waste_and_diversion.table_id
+}
+
+output "bigquery_table-waste_and_diversion-id" {
+  value = google_bigquery_table.waste_and_diversion.id
+}

datasets/austin_waste/dataset.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.
+
+dataset:
+  # The `dataset` block includes properties for your dataset that will be shown
+  # to users of your data on the Google Cloud website.
+
+  # Must be exactly the same name as the folder name your dataset.yaml is in.
+  name: austin_waste
+
+  # A friendly, human-readable name of the dataset
+  friendly_name: austin waste and diversion
+
+  # A short, descriptive summary of the dataset.
+  description: austin-based datasets
+
+  # A list of sources the dataset is derived from, using the YAML list syntax.
+  dataset_sources: ~
+
+  # A list of terms and conditions that users of the dataset should agree on,
+  # using the YAML list syntax.
+  terms_of_use: ~
+
+
+resources:
+  # A list of Google Cloud resources needed by your dataset. In principle, all
+  # pipelines under a dataset should be able to share these resources.
+  #
+  # The currently supported resources are shown below. Use only the resources
+  # you need, and delete the rest as needed by your pipeline.
+  #
+  # We will keep adding to the list below to support more Google Cloud resources
+  # over time. If a resource you need isn't supported, please file an issue on
+  # the repository.
+
+  - type: bigquery_dataset
+    # Google BigQuery dataset to namespace all tables managed by this folder
+    #
+    # Required Properties:
+    #   dataset_id
+    #
+    # Optional Properties:
+    #   friendly_name (A user-friendly name of the dataset)
+    #   description   (A user-friendly description of the dataset)
+    #   location      (The geographic location where the dataset should reside)
+    dataset_id: austin_waste
+    description: austin waste and diversion