{"id":17756921,"url":"https://github.com/kraina-ai/overturemaestro","last_synced_at":"2025-07-27T22:34:35.447Z","repository":{"id":256086164,"uuid":"842670266","full_name":"kraina-ai/overturemaestro","owner":"kraina-ai","description":"An open-source tool for reading OvertureMaps data with multiprocessing and additional Quality-of-Life features","archived":false,"fork":false,"pushed_at":"2025-07-07T21:09:43.000Z","size":1456,"stargazers_count":28,"open_issues_count":19,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-07-07T22:45:44.800Z","etag":null,"topics":["geo","geospatial","open-source","openstreetmap","overture-maps","overturemaps","pyarrow","python"],"latest_commit_sha":null,"homepage":"https://kraina-ai.github.io/overturemaestro/","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/kraina-ai.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,"zenodo":null}},"created_at":"2024-08-14T20:27:28.000Z","updated_at":"2025-07-01T11:22:56.000Z","dependencies_parsed_at":"2024-09-08T22:51:26.901Z","dependency_job_id":"c7caea67-ecf4-4975-ad28-6842714be189","html_url":"https://github.com/kraina-ai/overturemaestro","commit_stats":{"total_commits":16,"total_committers":3,"mean_commits":5.333333333333333,"dds":0.4375,"last_synced_commit":"a6a83035a81a50ccba040ced7e17a2ea771691e8"},"previous_names":["kraina-ai/overturemaestro"],"tags_count":19,"template":false,"template_full_name":null,"purl":"pkg:github/kraina-ai/overturemaestro","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kraina-ai%2Foverturemaestro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kraina-ai%2Foverturemaestro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kraina-ai%2Foverturemaestro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kraina-ai%2Foverturemaestro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kraina-ai","download_url":"https://codeload.github.com/kraina-ai/overturemaestro/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kraina-ai%2Foverturemaestro/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267436674,"owners_count":24086898,"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","status":"online","status_checked_at":"2025-07-27T02:00:11.917Z","response_time":82,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["geo","geospatial","open-source","openstreetmap","overture-maps","overturemaps","pyarrow","python"],"created_at":"2024-10-26T16:10:41.144Z","updated_at":"2025-07-27T22:34:35.435Z","avatar_url":"https://github.com/kraina-ai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg width=\"300\" src=\"https://raw.githubusercontent.com/kraina-ai/overturemaestro/main/docs/assets/logos/overturemaestro_logo.png\"\u003e\u003cbr/\u003e\n  \u003csmall\u003eGenerated using DALL·E 3 model with this prompt: Cute stylized conducting virtuoso using a paper map as music sheet. White background, minimalistic, vector graphics, clean background, encased in a circle. In navy and gold colours. Logo for a python library, should work well as small icon.\u003c/small\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003cimg alt=\"GitHub\" src=\"https://img.shields.io/github/license/kraina-ai/overturemaestro?logo=apache\u0026logoColor=%23fff\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/checks-status/kraina-ai/overturemaestro/main?logo=GitHubActions\u0026logoColor=%23fff\" alt=\"Checks\"\u003e\n    \u003ca href=\"https://github.com/kraina-ai/overturemaestro/actions/workflows/ci-dev.yml\" target=\"_blank\"\u003e\n        \u003cimg alt=\"GitHub Workflow Status - DEV\" src=\"https://img.shields.io/github/actions/workflow/status/kraina-ai/overturemaestro/ci-dev.yml?label=build-dev\u0026logo=GitHubActions\u0026logoColor=%23fff\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/kraina-ai/overturemaestro/actions/workflows/ci-prod.yml\" target=\"_blank\"\u003e\n        \u003cimg alt=\"GitHub Workflow Status - PROD\" src=\"https://img.shields.io/github/actions/workflow/status/kraina-ai/overturemaestro/ci-prod.yml?label=build-prod\u0026logo=GitHubActions\u0026logoColor=%23fff\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://results.pre-commit.ci/latest/github/kraina-ai/overturemaestro/main\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://results.pre-commit.ci/badge/github/kraina-ai/overturemaestro/main.svg\" alt=\"pre-commit.ci status\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://www.codefactor.io/repository/github/kraina-ai/overturemaestro\"\u003e\u003cimg alt=\"CodeFactor Grade\" src=\"https://img.shields.io/codefactor/grade/github/kraina-ai/overturemaestro?logo=codefactor\u0026logoColor=%23fff\"\u003e\u003c/a\u003e\n    \u003ca href=\"https://app.codecov.io/gh/kraina-ai/overturemaestro/tree/main\"\u003e\u003cimg alt=\"Codecov\" src=\"https://img.shields.io/codecov/c/github/kraina-ai/overturemaestro?logo=codecov\u0026token=PRS4E02ZX0\u0026logoColor=%23fff\"\u003e\u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/overturemaestro\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/pypi/v/overturemaestro?color=%2334D058\u0026label=pypi%20package\u0026logo=pypi\u0026logoColor=%23fff\" alt=\"Package version\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/overturemaestro\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/pypi/pyversions/overturemaestro.svg?color=%2334D058\u0026logo=python\u0026logoColor=%23fff\" alt=\"Supported Python versions\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/overturemaestro\" target=\"_blank\"\u003e\n        \u003cimg alt=\"PyPI - Downloads\" src=\"https://img.shields.io/pypi/dm/overturemaestro\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n# OvertureMaestro\n\nAn open-source tool for reading OvertureMaps data with multiprocessing and additional Quality-of-Life features.\n\n## What is **OvertureMaestro** 🎼🌍?\n\n- Scalable reader for OvertureMaps data.\n- Is based on top of `PyArrow`[^1].\n- Saves files in the `GeoParquet`[^2] file format for easier integration with modern cloud stacks.\n- Filters data based on geometry.\n- Can filter data using PyArrow expressions.\n- Utilizes multiprocessing for faster data download.\n- Utilizes dedicated index of all features in the Overture Maps dataset to download only specific parts based on the geometry filter.\n- Utilizes caching to reduce repeatable computations.\n- Can be used as Python module as well as a beautiful CLI based on `Typer`[^3].\n\n[^1]: [PyArrow Website](https://arrow.apache.org/docs/python/)\n[^2]: [GeoParquet data format](https://geoparquet.org/)\n[^3]: [Typer docs](https://typer.tiangolo.com/)\n\n## Installing\n\n### As pure Python module\n\n```\npip install overturemaestro\n```\n\n### With beautiful CLI\n\n```\npip install overturemaestro[cli]\n```\n\n### Required Python version?\n\nOvertureMaestro supports **Python \u003e= 3.9**\n\n### Dependencies\n\nRequired:\n\n- `overturemaps (\u003e=0.8.0)`: Reusing oficial CLI library with dedicated schema related functions\n\n- `pyarrow (\u003e=16.0.0)`: For OvertureMaps GeoParquet dataset wrangling\n\n- `geopandas (\u003e=1.0)`: For returning GeoDataFrames and reading Geo files\n\n- `shapely (\u003e=2.0)`: For parsing WKT and GeoJSON strings and filtering data with STRIndex\n\n- `geoarrow-rust-core (\u003e=0.3.0)`: For transforming Arrow data to Shapely objects\n\n- `duckdb (\u003e=1.1.2)`: For transforming downloaded data to the wide format and sorting files by geometry\n\n- `pooch (\u003e=1.6.0)`: For downloading precalculated dataset indexes\n\n- `rich (\u003e=12.0.0)`: For showing progress bars\n\n- `fsspec (\u003e=2021.04.0)` \u0026 `aiohttp (\u003e=3.8.0)`: For accessing AWS S3 datasets in PyArrow and GitHub files for precalculated datasets\n\n- `geopy (\u003e=2.0.0)`: For geocoding of strings\n\nOptional:\n\n- `typer[all] (\u003e=0.9.0)` (click, colorama, rich, shellingham): Required in CLI\n\n- `h3 (\u003e=4.0.0b1)`: For reading H3 strings. Required in CLI\n\n- `s2 (\u003e=0.1.9)`: For transforming S2 indexes into geometries. Required in CLI\n\n- `python-geohash (\u003e=0.8)`: For transforming GeoHash indexes into geometries. Required in CLI\n\n- `scikit-learn (\u003e=1.0)`: For clustering geometries when generating release index. Required for generating release index\n\n- `polars (\u003e=0.20.4)`: For calculating total bounding box from many bounding boxes. Required for generating release index\n\n## Usage\n\nTODO\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkraina-ai%2Foverturemaestro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkraina-ai%2Foverturemaestro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkraina-ai%2Foverturemaestro/lists"}