{"id":24175844,"url":"https://github.com/iht/sample-tfx-pipeline","last_synced_at":"2025-09-20T20:31:20.284Z","repository":{"id":186252231,"uuid":"606208520","full_name":"iht/sample-tfx-pipeline","owner":"iht","description":"A sample TFX pipeline intended to run in local","archived":false,"fork":false,"pushed_at":"2023-02-24T21:11:00.000Z","size":362,"stargazers_count":1,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-18T00:13:56.630Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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}},"created_at":"2023-02-24T21:10:24.000Z","updated_at":"2023-02-26T11:43:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"5d55b3fd-dbf0-4d24-b431-4ea557a03e86","html_url":"https://github.com/iht/sample-tfx-pipeline","commit_stats":null,"previous_names":["iht/sample-tfx-pipeline"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Fsample-tfx-pipeline","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Fsample-tfx-pipeline/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Fsample-tfx-pipeline/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iht%2Fsample-tfx-pipeline/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iht","download_url":"https://codeload.github.com/iht/sample-tfx-pipeline/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":233684402,"owners_count":18713885,"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":"2025-01-13T02:33:20.487Z","updated_at":"2025-09-20T20:31:14.944Z","avatar_url":"https://github.com/iht.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML Ops with TFX\n\n## Setup\n\nFor this project, you will need Python 3.7, 3.8 or 3.9, with a virtualenv with \nthe dependencies included in the file `requirements.txt`.\n\nFind instructions below to install the dependencies:\n\nPlease don't use Python \u003c 3.7 (e.g. 3.6) or Python \u003e 3.9 (e.g. 3.10), they will \nnot work with TFX. For more details, please check:\n\n* https://www.tensorflow.org/tfx\n* https://github.com/tensorflow/tfx\n\nAt the moment of writing this, the Cloud Shell has Python 3.9. You can check your \nPython version by running the following command:\n\n```shell\npython --version\n```\n\nOnce you have made sure you have the correct Python version, create a virtualenv: \n\n```shell\npython -m venv tfxenv\n```\n\nActivate it:\n\n```shell\nsource ./tfxenv/bin/activate\n```\n\nAnd install the dependencies in the file `requirements.txt`, by running:\n\n```shell\npip install -r requirements.txt\n```\n\n## Running the pipeline\n\nEdit the scripts in the directory `scripts` just in case you want to adapt any of\nthe default options.\n\nThe `playground` branch of this repository contains incomplete code that you need to\nfinish, as an exercise to learn the ropes of TFX pipelines.\n\nTo run the pipeline, run this script:\n\n```shell\n./scripts/launch_local.sh\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiht%2Fsample-tfx-pipeline","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiht%2Fsample-tfx-pipeline","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiht%2Fsample-tfx-pipeline/lists"}