{"id":15060712,"url":"https://github.com/allegro/bigflow","last_synced_at":"2025-04-08T10:18:03.129Z","repository":{"id":39861403,"uuid":"198827772","full_name":"allegro/bigflow","owner":"allegro","description":"A Python framework for data processing on GCP.","archived":false,"fork":false,"pushed_at":"2025-03-12T16:58:01.000Z","size":112380,"stargazers_count":118,"open_issues_count":47,"forks_count":23,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-04-01T08:44:21.175Z","etag":null,"topics":["airflow-dag","beam","bigquery","composer","dag","dataflow","dataproc","gcp","python","python-framework","workflows"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/allegro.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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":"2019-07-25T12:32:33.000Z","updated_at":"2025-03-12T16:58:05.000Z","dependencies_parsed_at":"2024-05-29T11:10:40.593Z","dependency_job_id":"b857ec65-600d-43a1-8a4e-41ece094ff76","html_url":"https://github.com/allegro/bigflow","commit_stats":{"total_commits":833,"total_committers":28,"mean_commits":29.75,"dds":0.5450180072028812,"last_synced_commit":"1afd440ab1e5e2250a0cfc6f2f0037bcbe3f13c6"},"previous_names":["allegro/biggerquery"],"tags_count":59,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allegro%2Fbigflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allegro%2Fbigflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allegro%2Fbigflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allegro%2Fbigflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/allegro","download_url":"https://codeload.github.com/allegro/bigflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247819940,"owners_count":21001394,"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":["airflow-dag","beam","bigquery","composer","dag","dataflow","dataproc","gcp","python","python-framework","workflows"],"created_at":"2024-09-24T23:03:27.156Z","updated_at":"2025-04-08T10:18:03.104Z","avatar_url":"https://github.com/allegro.png","language":"Python","readme":"# BigFlow\n\n## Documentation\n\n1. [What is BigFlow?](#what-is-bigflow)\n1. [Getting started](#getting-started)\n1. [Installing Bigflow](#installing-bigflow)\n1. [Help me](#help-me)\n1. [BigFlow tutorial](docs/tutorial.md)\n1. [CLI](docs/cli.md)\n1. [Configuration](./docs/configuration.md)\n1. [Project structure and build](./docs/project_structure_and_build.md)\n1. [Deployment](docs/deployment.md)\n1. [Workflow \u0026 Job](./docs/workflow-and-job.md)\n1. [Starter](./docs/scaffold.md)\n1. [Technologies](./docs/technologies.md)\n1. [Development](./docs/development.md)\n\n## Cookbook\n\n* [Monitoring](./docs/monitoring.md)\n* [Automated end-to-end testing](./docs/e2e_testing.md)\n* [Dockerized, GPU based ML prediction process](./docs/ml-prediction.md)\n\n\n## What is BigFlow?\n\nBigFlow is a Python framework for data processing pipelines on [GCP](https://cloud.google.com/).\n\nThe main features are:\n\n* [Dockerized deployment environment](./docs/project_structure_and_build.md#overview)\n* [Powerful CLI](./docs/cli.md)\n* [Automated build](./docs/project_structure_and_build.md#overview), [deployment](./docs/deployment.md),\n[versioning](./docs/project_structure_and_build.md#project-versioning) and [configuration](./docs/configuration.md)\n* [Unified project structure](./docs/project_structure_and_build.md#project-structure)\n* [Support for GCP data processing technologies](./docs/technologies.md) — [Dataflow](https://beam.apache.org/) (Apache Beam) and [BigQuery](https://cloud.google.com/bigquery)\n* [Project starter](./docs/scaffold.md)\n\n## Getting started\n\nStart from installing BigFlow on your local machine.\nNext, go through the BigFlow [tutorial](./docs/tutorial.md).\n\n## Installing BigFlow\n\n**Prerequisites**. Before you start, make sure you have the following software installed:\n\n1. [Python](https://www.python.org/downloads/) = 3.8\n2. [Google Cloud SDK](https://cloud.google.com/sdk/docs/downloads-interactive)\n3. [Docker Engine](https://docs.docker.com/engine/install/)\n\nYou can install the `bigflow` package globally, but we recommend\ninstalling it locally with `venv`, in your project's folder:\n\n```bash\npython -m venv .bigflow_env\nsource .bigflow_env/bin/activate\n```\n\nInstall the `bigflow` PIP package:\n\n```bash\npip install bigflow[bigquery,dataflow]\n```\n\nTest it:\n\n```shell\nbigflow -h\n```\n\nRead more about [BigFlow CLI](docs/cli.md).\n\nTo interact with GCP you need to set a default project and log in:\n\n```shell script\ngcloud config set project \u003cyour-gcp-project-id\u003e\ngcloud auth application-default login\n```\n\nFinally, check if your Docker is running:\n\n```shell script\ndocker info\n```\n\n## Help me\n\nYou can ask questions on our [gitter channel](https://gitter.im/allegro/bigflow) or [stackoverflow](https://stackoverflow.com/questions/tagged/bigflow).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallegro%2Fbigflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fallegro%2Fbigflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallegro%2Fbigflow/lists"}