{"id":23151924,"url":"https://github.com/siobhan-doherty/ag_challenge","last_synced_at":"2026-05-01T14:32:43.106Z","repository":{"id":268429241,"uuid":"904322882","full_name":"siobhan-doherty/ag_challenge","owner":"siobhan-doherty","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-16T17:25:07.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-04T15:40:36.654Z","etag":null,"topics":["airflow","bigquery","csv-files","data-engineering","etl","google-cloud-platform","python","sql"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/siobhan-doherty.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-16T17:03:43.000Z","updated_at":"2024-12-16T17:55:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"602c82dc-aabb-4b2b-99d1-c575bb172255","html_url":"https://github.com/siobhan-doherty/ag_challenge","commit_stats":null,"previous_names":["siobhan-doherty/ag_challenge"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/siobhan-doherty/ag_challenge","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siobhan-doherty%2Fag_challenge","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siobhan-doherty%2Fag_challenge/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siobhan-doherty%2Fag_challenge/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siobhan-doherty%2Fag_challenge/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/siobhan-doherty","download_url":"https://codeload.github.com/siobhan-doherty/ag_challenge/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siobhan-doherty%2Fag_challenge/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32501399,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["airflow","bigquery","csv-files","data-engineering","etl","google-cloud-platform","python","sql"],"created_at":"2024-12-17T19:12:15.813Z","updated_at":"2026-05-01T14:32:43.098Z","avatar_url":"https://github.com/siobhan-doherty.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AG Challenge\n\nThis project automates the generation, validation, and upload of mock data for Users, Transactions, and User Preferences into BigQuery using Airflow.\n\n---\n\n## Project Overview\n\n1. Generating mock data based on the provided schema.\n2. Automating tasks with Airflow to:\n   - Generate data.\n   - Upload CSV files into BigQuery.\n   - Validate the uploaded data.\n   - Test email notifications via SMTP.\n\n3. Airflow DAG runs tasks sequentially:\n   - `generate_data`: Generate mock data files.\n   - `upload_into_bigquery`: Load data into BigQuery tables.\n   - `validate_bigquery_data`: Validate data has been uploaded correctly.\n   - `test_email_configuration`: Test email functionality to notify about failures.\n\n---\n\n## Prerequisites\n1. Python 3.8+.\n2. Airflow installed and configured.\n3. BigQuery access configured with the `bq` CLI tool.\n4. SMTP access enabled for sending notifications (e.g., Outlook SMTP).\n\n---\n\n## Dependencies\n\n```bash\npip install -r requirements.txt","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiobhan-doherty%2Fag_challenge","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsiobhan-doherty%2Fag_challenge","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiobhan-doherty%2Fag_challenge/lists"}