Store latest datasets cronjob #892
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name: Store latest datasets cronjob | |
on: | |
workflow_dispatch: | |
schedule: | |
- cron: "0 0 * * 1,4" # every week on monday and thursday at 00:00 | |
env: | |
URL_STORAGE_PREFIX: "https://storage.googleapis.com/storage/v1/b/mdb-latest/o" | |
jobs: | |
get-urls: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v3 | |
with: | |
python-version: 3.9 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install wheel numpy | |
- name: Create URLs matrix with the direct download and latest URLs | |
shell: python | |
run: | | |
import os | |
import json | |
import hashlib | |
import numpy as np | |
# OS constants | |
ROOT = os.getcwd() | |
GTFS_SCHEDULE_CATALOG_PATH_FROM_ROOT = "catalogs/sources/gtfs/schedule" | |
URL_STORAGE_PREFIX = """${{ env.URL_STORAGE_PREFIX }}""" | |
MATRIX_FILE = "urls_matrix.json" | |
# File constants | |
URLS = "urls" | |
DIRECT_DOWNLOAD = "direct_download" | |
LATEST = "latest" | |
AUTHENTICATION_TYPE = "authentication_type" | |
API_KEY_PARAMETER_NAME = "api_key_parameter_name" | |
# Github constants | |
MAX_JOB_NUMBER = 256 | |
# Matrix constants | |
INCLUDE = "include" | |
DATA = "data" | |
BASE = "base" | |
HASH = "hash" | |
# Report constants | |
GET_URLS_REPORT = "get_urls_report.txt" | |
files = os.listdir(os.path.join(ROOT, GTFS_SCHEDULE_CATALOG_PATH_FROM_ROOT)) | |
urls = {} | |
for file in files: | |
base = os.path.splitext(os.path.basename(file))[0] | |
with open(os.path.join(ROOT, GTFS_SCHEDULE_CATALOG_PATH_FROM_ROOT, file), "r") as fp: | |
file_json = json.load(fp) | |
direct_download_url = file_json.get(URLS, {}).get(DIRECT_DOWNLOAD) | |
latest_url = file_json.get(URLS, {}).get(LATEST) | |
authentication_type = file_json.get(URLS, {}).get(AUTHENTICATION_TYPE) | |
api_key_parameter_name = file_json.get(URLS, {}).get(API_KEY_PARAMETER_NAME) | |
if direct_download_url is None or latest_url is None: | |
file_log = ( | |
f"{base}: FAILURE! Direct download URL is {direct_download_url} and latest URL is {latest_url}. " | |
f"Both URLS must be defined to update the source latest URL.\n" | |
) | |
else: | |
urls[base] = { | |
DIRECT_DOWNLOAD: direct_download_url, | |
LATEST: latest_url.replace(URL_STORAGE_PREFIX, ""), | |
AUTHENTICATION_TYPE: authentication_type, | |
API_KEY_PARAMETER_NAME: api_key_parameter_name | |
} | |
file_log = ( | |
f"{base}: SUCCESS! Both direct download and latest URLs were fetched.\n" | |
) | |
with open(GET_URLS_REPORT, "a") as fp: | |
fp.write(file_log) | |
urls_data = [] | |
jobs = np.array_split(list(urls.keys()), min(MAX_JOB_NUMBER, len(list(urls.keys())))) | |
jobs = [list(job) for job in jobs] | |
for job in jobs: | |
urls_data_string = "" | |
while len(job) > 0: | |
file_base = job.pop() | |
file_information = { | |
BASE: file_base, | |
DIRECT_DOWNLOAD: urls[file_base][DIRECT_DOWNLOAD], | |
LATEST: urls[file_base][LATEST], | |
AUTHENTICATION_TYPE: urls[file_base][AUTHENTICATION_TYPE], | |
API_KEY_PARAMETER_NAME: urls[file_base][API_KEY_PARAMETER_NAME] | |
} | |
urls_data_string = urls_data_string + json.dumps( | |
file_information, separators=(",", ":") | |
) | |
job_data = { | |
HASH: hashlib.sha1(urls_data_string.encode("utf-8")).hexdigest(), | |
DATA: urls_data_string.replace("}{", "} {") | |
} | |
urls_data.append(job_data) | |
matrix_data = {INCLUDE: urls_data} | |
with open(os.path.join(ROOT, MATRIX_FILE), "w") as fp: | |
file_json = json.dump(matrix_data, fp) | |
- name: Set URLs matrix | |
id: set-matrix | |
run: | | |
DATASETS=$(jq . ./urls_matrix.json -c) | |
echo $DATASETS | |
echo "matrix=$DATASETS" >> $GITHUB_OUTPUT | |
- name: Persist URLs matrix artifact | |
if: always() | |
uses: actions/upload-artifact@v3 | |
with: | |
name: urls_matrix | |
path: ./urls_matrix.json | |
- name: Persist Get URLS report artifact | |
if: always() | |
uses: actions/upload-artifact@v3 | |
with: | |
name: get_urls_report | |
path: ./get_urls_report.txt | |
outputs: | |
matrix: ${{ steps.set-matrix.outputs.matrix }} | |
store-datasets: | |
needs: [ get-urls ] | |
runs-on: ubuntu-latest | |
strategy: | |
matrix: ${{ fromJson(needs.get-urls.outputs.matrix) }} | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v3 | |
with: | |
python-version: 3.9 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install wheel requests | |
- name: Validate and download the datasets | |
shell: python | |
env: | |
API_SOURCE_SECRETS: ${{ secrets.API_SOURCE_SECRETS }} | |
run: | | |
import os | |
import json | |
import requests | |
from zipfile import ZipFile | |
# OS constants | |
ROOT = os.getcwd() | |
DATASETS = "datasets" | |
FOLDER = """${{ matrix.hash }}""" | |
DOWNLOAD_REPORTS = "download_reports" | |
# Jobs constants | |
BASE = "base" | |
DIRECT_DOWNLOAD = "direct_download" | |
AUTHENTICATION_TYPE = "authentication_type" | |
API_KEY_PARAMETER_NAME = "api_key_parameter_name" | |
# Secrets constants | |
API_SOURCE_SECRETS = "API_SOURCE_SECRETS" | |
# Load API source secrets | |
api_source_secrets = json.loads(os.environ[API_SOURCE_SECRETS]) | |
jobs = """${{ matrix.data }}""".split() | |
for job in jobs: | |
job_json = json.loads(job) | |
base = job_json[BASE] | |
url = job_json[DIRECT_DOWNLOAD] | |
authentication_type = job_json[AUTHENTICATION_TYPE] | |
api_key_parameter_name = job_json[API_KEY_PARAMETER_NAME] | |
api_key_parameter_value = api_source_secrets.get(base) | |
# Download the dataset | |
zip_path = os.path.join(ROOT, DATASETS, FOLDER, f"{base}.zip") | |
os.makedirs(os.path.dirname(zip_path), exist_ok=True) | |
params = {} | |
headers = {} | |
if authentication_type == 1: | |
params[api_key_parameter_name] = api_key_parameter_value | |
elif authentication_type == 2: | |
headers[api_key_parameter_name] = api_key_parameter_value | |
is_downloadable = True | |
try: | |
zip_file_req = requests.get(url, params=params, headers=headers, allow_redirects=True) | |
zip_file_req.raise_for_status() | |
except Exception as e: | |
is_downloadable = False | |
file_log = ( | |
f"{base}: FAILURE! Exception {e} occurred when downloading URL {url}.\n" | |
) | |
if is_downloadable: | |
zip_file = zip_file_req.content | |
with open(zip_path, "wb") as f: | |
f.write(zip_file) | |
# Make sure that the download file is a zip file | |
try: | |
ZipFile(zip_path, "r") | |
file_log = ( | |
f"{base}: SUCCESS! A GTFS dataset zip file was downloaded.\n" | |
) | |
except Exception as e: | |
os.remove(zip_path) | |
file_log = ( | |
f"{base}: FAILURE! Exception {e} occurred when loading the zip file.\n" | |
) | |
report_path = os.path.join(ROOT, DOWNLOAD_REPORTS, f"{base}.txt") | |
os.makedirs(os.path.dirname(report_path), exist_ok=True) | |
with open(report_path, "w") as fp: | |
fp.write(file_log) | |
- name: Set up and authorize Cloud | |
uses: google-github-actions/auth@v2 | |
with: | |
credentials_json: ${{ secrets.ARCHIVE_DATASET_SA_KEY }} | |
- name: Upload datasets to Google Cloud Storage | |
id: upload-datasets | |
uses: google-github-actions/[email protected] | |
with: | |
path: datasets/${{ matrix.hash }} | |
destination: mdb-latest | |
parent: false | |
- name: Persist Download Reports artifact | |
if: always() | |
uses: actions/upload-artifact@v3 | |
with: | |
name: download_reports | |
path: download_reports | |
validate-latest: | |
needs: [ get-urls, store-datasets ] | |
runs-on: ubuntu-latest | |
strategy: | |
matrix: ${{ fromJson(needs.get-urls.outputs.matrix) }} | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v3 | |
with: | |
python-version: 3.9 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install wheel requests | |
- name: Validate the latest datasets | |
shell: python | |
run: | | |
import os | |
import json | |
import requests | |
from zipfile import ZipFile | |
# OS constants | |
ROOT = os.getcwd() | |
DATASETS = "datasets" | |
FOLDER = """${{ matrix.hash }}""" | |
LATEST_REPORTS = "latest_reports" | |
URL_STORAGE_PREFIX = """${{ env.URL_STORAGE_PREFIX }}""" | |
# Jobs constants | |
BASE = "base" | |
LATEST = "latest" | |
jobs = """${{ matrix.data }}""".split() | |
for job in jobs: | |
job_json = json.loads(job) | |
base = job_json[BASE] | |
url = URL_STORAGE_PREFIX + job_json[LATEST] | |
# Download the dataset | |
zip_path = os.path.join(ROOT, DATASETS, FOLDER, f"{base}.zip") | |
os.makedirs(os.path.dirname(zip_path), exist_ok=True) | |
is_downloadable = True | |
try: | |
zip_file_req = requests.get(url, allow_redirects=True) | |
zip_file_req.raise_for_status() | |
except Exception as e: | |
is_downloadable = False | |
file_log = ( | |
f"{base}: FAILURE! Exception {e} occurred when downloading URL {url}.\n" | |
) | |
if is_downloadable: | |
zip_file = zip_file_req.content | |
with open(zip_path, "wb") as f: | |
f.write(zip_file) | |
# Make sure that the download file is a zip file | |
try: | |
ZipFile(zip_path, "r") | |
file_log = ( | |
f"{base}: SUCCESS! A GTFS dataset zip file was downloaded.\n" | |
) | |
except Exception as e: | |
os.remove(zip_path) | |
file_log = ( | |
f"{base}: FAILURE! Exception {e} occurred when loading the zip file.\n" | |
) | |
report_path = os.path.join(ROOT, LATEST_REPORTS, f"{base}.txt") | |
os.makedirs(os.path.dirname(report_path), exist_ok=True) | |
with open(report_path, "w") as fp: | |
fp.write(file_log) | |
- name: Persist Latest Reports artifact | |
if: always() | |
uses: actions/upload-artifact@v3 | |
with: | |
name: latest_reports | |
path: latest_reports |