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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":["aws-cdk","aws-lambda","cog","cogeotiff","dynamic","fastapi","gdal","map-tile-server","map-tiles","mosaicjson","raster","rasterio","rest","server","stac","tile"],"created_at":"2024-08-03T03:01:06.890Z","updated_at":"2026-02-22T19:23:50.269Z","avatar_url":"https://github.com/developmentseed.png","language":"Python","readme":"\u003cp align=\"center\"\u003e\n  \u003cimg width=\"500\" src=\"https://user-images.githubusercontent.com/10407788/172718020-c2378b7e-a0d4-406e-924c-8ffe54e61596.png\"/\u003e\n  \u003cp align=\"center\"\u003eA modern dynamic tile server built on top of FastAPI and Rasterio/GDAL.\u003c/p\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/developmentseed/titiler/actions?query=workflow%3ACI\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://github.com/developmentseed/titiler/workflows/CI/badge.svg\" alt=\"Test\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://codecov.io/gh/developmentseed/titiler\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://codecov.io/gh/developmentseed/titiler/branch/main/graph/badge.svg\" alt=\"Coverage\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://pypi.org/project/titiler-application\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://img.shields.io/pypi/v/titiler-application?color=%2334D058\u0026label=pypi%20package\" alt=\"Package version\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/developmentseed/titiler/blob/main/LICENSE\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://img.shields.io/github/license/developmentseed/titiler.svg\" alt=\"Downloads\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://mybinder.org/v2/gh/developmentseed/titiler/main\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://mybinder.org/badge_logo.svg\" alt=\"Downloads\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://hub.docker.com/r/developmentseed/titiler\" target=\"_blank\"\u003e\n      \u003cimg src=\"https://img.shields.io/docker/v/developmentseed/titiler?color=%2334D058\u0026label=docker%20hub\" alt=\"Docker\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n**Documentation**: \u003ca href=\"https://ds.io/titiler/\" target=\"_blank\"\u003ehttps://devseed.com/titiler/\u003c/a\u003e\n\n**Source Code**: \u003ca href=\"https://github.com/developmentseed/titiler\" target=\"_blank\"\u003ehttps://github.com/developmentseed/titiler\u003c/a\u003e\n\n---\n\n`TiTiler`, pronounced **tee-tiler** (*ti* is the diminutive version of the french *petit* which means small), is a set of python modules that focus on creating FastAPI application for dynamic tiling.\n\nNote: This project is the descendant of [`cogeo-tiler`](https://github.com/developmentseed/cogeo-tiler) and [`cogeo-mosaic-tiler`](https://github.com/developmentseed/cogeo-mosaic-tiler).\n\n## Features\n\n- Built on top of [FastAPI](https://fastapi.tiangolo.com)\n- [Cloud Optimized GeoTIFF](http://www.cogeo.org/) support\n- [SpatioTemporal Asset Catalog](https://stacspec.org) support\n- Multiple projections support (see [TileMatrixSets](https://www.ogc.org/standards/tms)) via [`morecantile`](https://github.com/developmentseed/morecantile).\n- MultiDimensional dataset support via [Xarray](https://github.com/pydata/xarray)\n- JPEG / JP2 / PNG / WEBP / GTIFF / NumpyTile output format support\n- OGC RESTful WMTS / OGC Tiles API support\n- Partial support of OGC Maps API\n- Automatic OpenAPI documentation (FastAPI builtin)\n- Virtual mosaic support (via [MosaicJSON](https://github.com/developmentseed/mosaicjson-spec/))\n- Example of AWS Lambda / ECS deployment (via CDK) / K8s Helm chart\n\n## Packages\n\nStarting with version `0.3.0`, the `TiTiler` python module has been split into a set of python namespace packages: `titiler.{package}`.\n\n| Package | Version |  Description\n| ------- | ------- |-------------\n[**titiler.core**](https://github.com/developmentseed/titiler/tree/main/src/titiler/core) | [![titiler.core](https://img.shields.io/pypi/v/titiler.core?color=%2334D058\u0026label=pypi)](https://pypi.org/project/titiler.core) | The `Core` package contains libraries to help create a  dynamic tiler for COG and STAC\n[**titiler.xarray**](https://github.com/developmentseed/titiler/tree/main/src/titiler/xarray) | [![titiler.xarray](https://img.shields.io/pypi/v/titiler.xarray?color=%2334D058\u0026label=pypi)](https://pypi.org/project/titiler.xarray) | The `xarray` package contains libraries to help create a  dynamic tiler for Zarr/NetCDF datasets\n[**titiler.extensions**](https://github.com/developmentseed/titiler/tree/main/src/titiler/extensions) | [![titiler.extensions](https://img.shields.io/pypi/v/titiler.extensions?color=%2334D058\u0026label=pypi)](https://pypi.org/project/titiler.extensions) | TiTiler's extensions package. Contains extensions for Tiler Factories.\n[**titiler.mosaic**](https://github.com/developmentseed/titiler/tree/main/src/titiler/mosaic) | [![titiler.mosaic](https://img.shields.io/pypi/v/titiler.mosaic?color=%2334D058\u0026label=pypi)](https://pypi.org/project/titiler.mosaic) | The `mosaic` package contains libraries to help create a dynamic tiler for MosaicJSON (adds `cogeo-mosaic` requirement)\n[**titiler.application**](https://github.com/developmentseed/titiler/tree/main/src/titiler/application) | [![titiler.application](https://img.shields.io/pypi/v/titiler.application?color=%2334D058\u0026label=pypi)](https://pypi.org/project/titiler.application) | TiTiler's `demo` package. Contains a FastAPI application with full support of COG, STAC and MosaicJSON\n\n\n## Installation\n\n\u003e [!WARNING]\n\u003e\n\u003e Do not install the package named `titiler` from PyPI.\n\u003e In late 2025, we [dropped support for this metapackage](https://github.com/developmentseed/titiler/issues/294);\n\u003e now you must install TiTiler from the package names shown below.\n\nTo install from PyPI and run:\n\n```bash\n# Make sure you have pip up to date\npython -m pip install -U pip\n\npython -m pip  install titiler.{package}\n# e.g.,\n# python -m pip  install titiler.core\n# python -m pip  install titiler.xarray\n# python -m pip  install titiler.extensions\n# python -m pip  install titiler.mosaic\n# python -m pip  install titiler.application (also installs core, extensions and mosaic)\n\n# Install uvicorn to run the FastAPI application locally\npython -m pip install uvicorn\n\n# Launch application locally\nuvicorn titiler.application.main:app\n```\n\nTo install from sources and run for development:\n\n```\ngit clone https://github.com/developmentseed/titiler.git\ncd titiler\n\nuv sync --group server\nuv run uvicorn titiler.application.main:app --reload\n```\n\n## Docker\n\nReady to use/deploy images can be found on Github registry.\n\n- https://github.com/developmentseed/titiler/pkgs/container/titiler\n\n```bash\ndocker run \\\n    --platform=linux/amd64 \\\n    -p 8000:8000 \\\n    --rm -it ghcr.io/developmentseed/titiler:latest \\\n    uvicorn titiler.application.main:app --host 0.0.0.0 --port 8000 --workers 1\n```\n\n- Built the docker locally\n```\ngit clone https://github.com/developmentseed/titiler.git\ncd titiler\n\ndocker compose up --build titiler\n```\n\n## Project structure\n\n```\nsrc/titiler/                     - titiler modules.\n ├── application/                - Titiler's `Application` package\n ├── extensions/                 - Titiler's `Extensions` package\n ├── xarray/                     - Titiler's `Xarray` package\n ├── core/                       - Titiler's `Core` package\n └── mosaic/                     - Titiler's `Mosaic` package\n```\n\n## Contribution \u0026 Development\n\nSee [CONTRIBUTING.md](https://github.com/developmentseed/titiler/blob/main/CONTRIBUTING.md)\n\n## License\n\nSee [LICENSE](https://github.com/developmentseed/titiler/blob/main/LICENSE)\n\n## Authors\n\nCreated by [Development Seed](\u003chttp://developmentseed.org\u003e)\n\nSee [contributors](https://github.com/developmentseed/titiler/graphs/contributors) for a listing of individual contributors.\n\n## Changes\n\nSee [CHANGES.md](https://github.com/developmentseed/titiler/blob/main/CHANGES.md).\n","funding_links":[],"categories":["`Python` processing of optical imagery (non deep learning)","Web Map Development","APIs"],"sub_categories":["Cloud Native Geospatial"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevelopmentseed%2Ftitiler","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevelopmentseed%2Ftitiler","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevelopmentseed%2Ftitiler/lists"}