{"id":24087944,"url":"https://github.com/tinybirdco/real-time-python-dashboard","last_synced_at":"2025-05-05T21:40:56.904Z","repository":{"id":205859471,"uuid":"713003075","full_name":"tinybirdco/real-time-python-dashboard","owner":"tinybirdco","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-14T10:55:58.000Z","size":224,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-06-14T12:12:22.692Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tinybirdco.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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":"2023-11-01T16:34:35.000Z","updated_at":"2024-06-14T10:56:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"51e25102-62f3-4f18-a102-90bf31b1d99a","html_url":"https://github.com/tinybirdco/real-time-python-dashboard","commit_stats":null,"previous_names":["tinybirdco/real-time-python-dashboard"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinybirdco%2Freal-time-python-dashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinybirdco%2Freal-time-python-dashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinybirdco%2Freal-time-python-dashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinybirdco%2Freal-time-python-dashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tinybirdco","download_url":"https://codeload.github.com/tinybirdco/real-time-python-dashboard/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":233292671,"owners_count":18654092,"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":"2025-01-10T03:56:22.390Z","updated_at":"2025-01-10T03:56:23.192Z","avatar_url":"https://github.com/tinybirdco.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Build a real-time dashboard in Python with Tinybird and Dash\n\nUse this repository to build a real-time dashboard in Python using Tinybird and Dash. To learn more about this implementation, check out the [blog post](https://www.tinybird.co/blog-posts/python-real-time-dashboard).\n\n## 0. Prerequisites\n\nTo implement this project, you'll need to have the following installed\n\n- Python \u003e v3.8\n- Node.js \u003e v18 (to use the Mockingbird CLI)\n\n## 1. Get started\n\nClone the repository:\n\n```bash\ngit clone https://github.com/tinybirdco/real-time-python-dashboard.git\ncd real-time-python-dashboard\n```\n\nSetup virtual environment:\n\n```bash\npython -mvenv .e\n. .e/bin/activate\necho \".e*\" \u003e\u003e .gitignore\n```\n\nInstall requirements:\n\n```bash\npip install requirements.txt\n```\n\nInstall Tinybird CLI\n\n```bash\npip install tinybird-cli\n```\n\n## 2. Create a Tinybird Workspace\n\nIf you need a free Tinybird account, [sign up here](https://www.tinybird.co/signup).\n\nGo to [ui.tinybird.co](https://ui.tinybird.co) and create a Workspace called in either region. Copy your user admin token from the Tokens in the UI. This is the token associated to your email address:\n\n![image](/img/token.jpg)\n\n## 3. Authenticate to Tinybird\n\nAuthenticate to your Tinybird Workspace\n\n```bash\ncd tinybird\ntb auth --token \u003cyour user admin token\u003e\necho \".tinyb\" \u003e\u003e .gitignore\n```\n\n## 4. Push Tinybird resources\n\nFrom the `tinybird` folder, run the following to push the Tinybird Pipes and Data Source to your Workspace:\n\n```bash\ntb push datasources pipes\n```\n\n## 5. Stream data to Tinybird\n\nFor this demo, you'll use Mockingbird to stream mock data to Tinybird to populate your `flight_bookings` Data Source with mock flight bookings data.\n\n### Install the Mockingbird CLI\n\n```bash\nnpm install -G @tinybirdco/mockingbird-cli\necho \"node_modules\" \u003e\u003e .gitignore\n```\n\n### Start streaming\n\nYou can send up to 1,000 rows per second to Tinybird using Mockingbird:\n\n```bash\nexport TB_HOST=\u003cus_gcp OR eu_gcp\u003e\nexport TB_TOKEN=\u003cyour_user_admin_token\u003e\nmockingbird-cli tinybird \\\n--template \"Flight Bookings\" \\\n--eps 10  \\\n--endpoint=$TB_HOST \\\n--datasource=flight_bookings \\\n--token=$TB_TOKEN\n```\n\n## 6. Run the dashboard\n\nFrom the main project directory:\n\n```bash\npython app.py\n```\n\nOpen [http://127.0.0.1:8050/](http://127.0.0.1:8050/) to view your real-time dashboard.\n\n![image](/img/dashboard.png)\n\n## Contributing\n\nIf you find any issues or have suggestions for improvements, please submit an issue or a [pull request](https://github.com/tinybirdco/real-time-python-dashboard/pulls?q=is%3Apr+is%3Aopen+sort%3Aupdated-desc).\n\n## License\n\nThis code is available under the MIT license. See the [LICENSE](https://github.com/tinybirdco/real-time-python-dashboard/blob/main/LICENSE.txt) file for more details.\n\n## Need help?\n\n\u0026bull; [Community Slack](https://www.tinybird.co/join-our-slack-community) \u0026bull; [Tinybird Docs](https://docs.tinybird.co/) \u0026bull;\n\n## Authors\n\n- [Cameron Archer](https://github.com/tb-peregrine)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinybirdco%2Freal-time-python-dashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftinybirdco%2Freal-time-python-dashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinybirdco%2Freal-time-python-dashboard/lists"}