{"id":24175842,"url":"https://github.com/iht/tfx-airflow-summit-2022","last_synced_at":"2025-03-02T14:44:26.597Z","repository":{"id":74375755,"uuid":"492516740","full_name":"iht/tfx-airflow-summit-2022","owner":"iht","description":null,"archived":false,"fork":false,"pushed_at":"2022-05-18T13:35:44.000Z","size":25,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-13T02:37:04.287Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iht.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2022-05-15T14:51:41.000Z","updated_at":"2022-05-16T11:48:01.000Z","dependencies_parsed_at":"2023-05-06T07:46:54.285Z","dependency_job_id":null,"html_url":"https://github.com/iht/tfx-airflow-summit-2022","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Ftfx-airflow-summit-2022","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Ftfx-airflow-summit-2022/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Ftfx-airflow-summit-2022/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Ftfx-airflow-summit-2022/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iht","download_url":"https://codeload.github.com/iht/tfx-airflow-summit-2022/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241523942,"owners_count":19976424,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2025-01-13T02:33:19.529Z","updated_at":"2025-03-02T14:44:26.584Z","avatar_url":"https://github.com/iht.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tfx-airflow-summit-2022\n\nPython 3.7\n\nInstall Mariadb `brew install mariadb`\n\n`airflow db init`\n\nCreate a user `airflow users create --role Admin --username admin --email admin --firstname admin --lastname admin --password admin`\n\n`airflow webserver -p 8080`\n\nChange `expose_config = True` in ~/airflow/airflow.cfg\n\nRun `airflow scheduler` in another terminal\n\nRun Bigquery without setting any beam options, check it fails, check BQ jobs \nin console UI https://console.cloud.google.com/bigquery?project=tfx-airflow-summit-2022\n\nAdd beam pipeline args for the direct runner\n\nCheck output in /tmp\nfind /tmp/tfx-airflow-summit-2022/BigQueryExampleGen/examples/\n\nAdd statistics, schema and validator\n\nCheck stats (compare train and eval for drift in distribution) and decide to \nnormalize some features using the Transform component\n\npreprocessing_fn to dir accesible by Airflow (for Direct Runner), then to GCS\n\nmetadata db: should be available to Airflow, but metadata is communicated through the components of TFX, the components don't need access to the metadata db\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiht%2Ftfx-airflow-summit-2022","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiht%2Ftfx-airflow-summit-2022","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiht%2Ftfx-airflow-summit-2022/lists"}