{"id":48486500,"url":"https://github.com/ota2000/dlt-community-sources","last_synced_at":"2026-04-07T10:01:51.922Z","repository":{"id":347091709,"uuid":"1192774973","full_name":"ota2000/dlt-community-sources","owner":"ota2000","description":"Community-maintained dlt sources for various APIs","archived":false,"fork":false,"pushed_at":"2026-04-03T10:02:54.000Z","size":382,"stargazers_count":0,"open_issues_count":6,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-03T14:44:03.302Z","etag":null,"topics":["app-store-connect","community","data-engineering","data-pipeline","dlt","etl","nextdns","python","rest-api","twilio"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/dlt-community-sources/","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/ota2000.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-03-26T14:50:09.000Z","updated_at":"2026-04-03T10:02:11.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/ota2000/dlt-community-sources","commit_stats":null,"previous_names":["ota2000/dlt-community-sources"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/ota2000/dlt-community-sources","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ota2000%2Fdlt-community-sources","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ota2000%2Fdlt-community-sources/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ota2000%2Fdlt-community-sources/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ota2000%2Fdlt-community-sources/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ota2000","download_url":"https://codeload.github.com/ota2000/dlt-community-sources/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ota2000%2Fdlt-community-sources/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31508282,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-07T03:10:19.677Z","status":"ssl_error","status_checked_at":"2026-04-07T03:10:13.982Z","response_time":105,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["app-store-connect","community","data-engineering","data-pipeline","dlt","etl","nextdns","python","rest-api","twilio"],"created_at":"2026-04-07T10:01:49.802Z","updated_at":"2026-04-07T10:01:51.906Z","avatar_url":"https://github.com/ota2000.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# dlt-community-sources\n\n[![CI](https://github.com/ota2000/dlt-community-sources/actions/workflows/ci.yaml/badge.svg)](https://github.com/ota2000/dlt-community-sources/actions/workflows/ci.yaml)\n[![PyPI](https://img.shields.io/pypi/v/dlt-community-sources)](https://pypi.org/project/dlt-community-sources/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/)\n\nCommunity-maintained [dlt](https://dlthub.com/) sources for various APIs. Install only what you need via extras.\n\n## Available Sources\n\n| Source | Extra | Description |\n|---|---|---|\n| [App Store Connect](dlt_community_sources/app_store_connect/) | `app-store-connect` | Apple App Store Connect API |\n| [Twilio](dlt_community_sources/twilio/) | `twilio` | Twilio SMS, Calls, Usage Records |\n| [Meta Ads](dlt_community_sources/meta_ads/) | `meta-ads` | Meta (Facebook) Ads campaigns, ad sets, ads, and insights |\n| [NextDNS](dlt_community_sources/nextdns/) | `nextdns` | NextDNS logs and analytics |\n| [Microsoft Ads](dlt_community_sources/microsoft_ads/) | `microsoft-ads` | Microsoft Advertising (Bing Ads) with certificate auth support |\n| [TikTok Ads](dlt_community_sources/tiktok_ads/) | `tiktok-ads` | TikTok Marketing API (Business API) |\n| [Yahoo Ads Search](dlt_community_sources/yahoo_ads_search/) | `yahoo-ads-search` | Yahoo Japan Ads Search API (SS) with MCC support |\n\n## Installation\n\n```bash\npip install dlt-community-sources[app-store-connect]\n```\n\nOr with uv:\n\n```bash\nuv add dlt-community-sources[app-store-connect]\n```\n\n## Usage\n\n```python\nimport dlt\nfrom dlt_community_sources.twilio import twilio_source\n\npipeline = dlt.pipeline(\n    pipeline_name=\"twilio\",\n    destination=\"duckdb\",\n    dataset_name=\"twilio_data\",\n)\n\nsource = twilio_source(\n    account_sid=\"your_account_sid\",\n    api_key_sid=\"your_api_key_sid\",\n    api_key_secret=\"your_api_key_secret\",\n    resources=[\"messages\", \"calls\"],\n)\n\nload_info = pipeline.run(source)\nprint(load_info)\n```\n\nSee each source's README for detailed usage and authentication options.\n\n## Features\n\nAll sources share these common features:\n\n- Incremental loading where applicable\n- Automatic token/auth refresh\n- Rate limit handling with exponential backoff\n- Graceful permission handling (skips inaccessible resources)\n- Works with any [dlt destination](https://dlthub.com/docs/dlt-ecosystem/destinations/)\n\n## Development\n\n```bash\n# Fork the repository first, then:\ngit clone https://github.com/YOUR_USERNAME/dlt-community-sources.git\ncd dlt-community-sources\nuv sync --group dev\nuv run pytest -v\nuv run ruff check .\n```\n\n## AI-assisted development\n\nThis repository is set up for AI coding assistants with two layers of AI context:\n\n- **Project rules** (`.ai/rules.md`) — coding conventions, testing patterns, and structure specific to this repo\n- **[dltHub AI workbench](https://dlthub.com/context/)** — dlt ecosystem knowledge, MCP server, and guided skills for pipeline development\n\nBoth are synced to tool-specific locations (Claude Code, Cursor, Codex, etc.) via a single command:\n\n```bash\nbash scripts/sync-ai-rules.sh\n```\n\nThe dltHub workbench provides an MCP server for source search (9,700+ APIs), pipeline inspection, and data exploration — plus skills that guide you through the full pipeline development workflow. See [CONTRIBUTING.md](CONTRIBUTING.md#ai-assisted-development-recommended) for details.\n\nEdit `.ai/` only for project rules, then re-run the sync script. CI checks that files are in sync.\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md).\n\n## License\n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fota2000%2Fdlt-community-sources","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fota2000%2Fdlt-community-sources","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fota2000%2Fdlt-community-sources/lists"}