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Release Notes

0.19.0 (2024-11-07)

Misc

  • Remove default WebMercatorQuad tile matrix set in /tiles, /tilesjson.json, /map and /WMTSCapabilities.xml endpoints breaking change

    # Before
/tiles/{z}/{x}/{y}
/tilejson.json
/map
/WMTSCapabilities.xml

# Now
/tiles/WebMercatorQuad/{z}/{x}/{y}
/WebMercatorQuad/tilejson.json
/WebMercatorQuad/map
/WebMercatorQuad/WMTSCapabilities.xml

  • Use @attrs.define instead of dataclass for factories breaking change

  • Use @attrs.define instead of dataclass for factory extensions breaking change

  • Handle numpy types in JSON/GeoJSON response

  • In the map.html template, use the tilejson's minzoom and maxzoom to populate minNativeZoom and maxNativeZoom parameters in leaflet tileLayer instead of minZoom and maxZoom

titiler.core

  • Update rio-tiler dependency to >=7.0,<8.0

  • Update geojson-pydantic dependency to >=1.1.2,<2.0 which better handle antimeridian crossing dataset

  • handle antimeridian crossing bounds in /info.geojson endpoints (returning MultiPolygon instead of Polygon)

  • Improve XSS security for HTML templates (author @jcary741, #953)

  • Remove all default values to the dependencies breaking change

    • DatasetParams.unscale: False -> None (default to False in rio-tiler)
    • DatasetParams.resampling_method: nearest -> None (default to nearest in rio-tiler)
    • DatasetParams.reproject_method: nearest -> None (default to nearest in rio-tiler)
    • ImageRenderingParams.add_mask: True -> None (default to True in rio-tiler)
    • StatisticsParams.categorical: False -> None (default to False in rio-tiler)

  • Add as_dict(exclude_none=True/False) method to the DefaultDependency class.

    from typing import Optional
from titiler.core.dependencies import DefaultDependency
from dataclasses import dataclass

@dataclass
class Deps(DefaultDependency):
    value: Optional[int] = None

print({**Deps().__dict__.items()})
>> {'value': None}

Deps().as_dict()  # `exclude_none` defaults to True
>> {}

Deps(value=1).as_dict()
>> {'value': 1}

  • Fix Hillshade algorithm (bad azimuth angle)

  • Set default azimuth and altitude angles to 45º for the Hillshade algorithm breaking change

  • Use .as_dict() method when passing option to rio-tiler Reader's methods to avoid parameter conflicts when using custom Readers.

  • Rename BaseTilerFactory to BaseFactory breaking change

  • Remove useless attribute in BaseFactory (and moved them to TilerFactory) breaking change

  • Add crs option to /bounds endpoints to enable geographic_crs selection by the user

  • /bounds endpoints now return a crs: str attribute in the response

  • update wmts.xml template to support multiple layers

  • re-order endpoints parameters

  • avoid lat/lon overflow in map viewer

  • add OGC Tiles /tiles and /tiles/{tileMatrixSet} endpoints

  • add gif media type

  • /point endpoint returned masked values (None is nodata)

titiler.mosaic

  • Rename reader attribute to backend in MosaicTilerFactory breaking change

  • Add crs option to /bounds endpoints to enable geographic_crs selection by the user

  • /bounds endpoints now return a crs: str attribute in the response

  • Update cogeo-mosaic dependency to >=8.0,<9.0

  • re-order endpoints parameters

  • add OGC Tiles /tiles and /tiles/{tileMatrixSet} endpoints

  • /point endpoint returned masked values (None is nodata)

titiler.extensions

  • Encode URL for cog_viewer and stac_viewer (author @guillemc23, #961)

  • Add links for render parameters and /map link to viewer dashboard (author @hrodmn, #987)

  • Update viewers to use /info.geojson endpoint instead of /info

0.18.10 (2024-10-17)

titiler.application

  • update starlette-cramjam dependency and set compression-level default to 6

0.18.9 (2024-09-23)

  • fix release 0.18.8

0.18.8 (2024-09-23)

titiler.extensions

  • Add links for render parameters and /map link to viewer dashboard (author @hrodmn, #987)

0.18.7 (2024-09-19)

  • fix Hillshade algorithm (bad azimuth angle) (#985) [Backported]
  • Encode URL for cog_viewer and stac_viewer (author @guillemc23, #961) [Backported]
  • Improve XSS security for HTML templates (author @jcary741, #953) [Backported]

0.18.6 (2024-08-27)

  • Switch back to fastapi instead of fastapi-slim and use >=0.109.0 version

0.18.5 (2024-07-03)

  • Set version requirement for FastAPI to >=0.111.0

0.18.4 (2024-06-26)

  • fix Tiles URL encoding for WMTSCapabilities XML document

0.18.3 (2024-05-20)

  • fix WMTSCapabilities.xml response for ArcMap compatibility
    • replace Cloud Optimized GeoTIFF with dataset URL or TiTiler for the ows:ServiceIdentification title
    • replace cogeo with Dataset for the layer ows:Identifier

0.18.2 (2024-05-07)

  • move to fastapi-slim to avoid unwanted dependencies (author @n8sty, #815)

0.18.1 (2024-04-12)

titiler.core

  • fix TerrainRGB algorithm name (author @JinIgarashi, #804)
  • add more tests for RescalingParams and HistogramParams dependencies
  • make sure to return empty content for 204 Error code

0.18.0 (2024-03-22)

titiler.core

  • Add ColorMapFactory to create colorMap metadata endpoints (#796)

  • Deprecation remove default WebMercatorQuad tile matrix set in /tiles, /tilesjson.json, /map and /WMTSCapabilities.xml endpoints (#802)

    # Before
/tiles/{z}/{x}/{y}
/tilejson.json
/map
/WMTSCapabilities.xml

# Now
/tiles/WebMercatorQuad/{z}/{x}/{y}
/WebMercatorQuad/tilejson.json
/WebMercatorQuad/map
/WebMercatorQuad/WMTSCapabilities.xml

  • Deprecation default_tms attribute in BaseTilerFactory (because tileMatrixSetId is now required in endpoints).

titiler.mosaic

  • Deprecation remove default WebMercatorQuad tile matrix set in /tiles, /tilesjson.json, /map and /WMTSCapabilities.xml endpoints (#802)

    # Before
/tiles/{z}/{x}/{y}
/tilejson.json
/map
/WMTSCapabilities.xml

# Now
/tiles/WebMercatorQuad/{z}/{x}/{y}
/WebMercatorQuad/tilejson.json
/WebMercatorQuad/map
/WebMercatorQuad/WMTSCapabilities.xml

  • Deprecation default_tms attribute in MosaicTilerFactory (because tileMatrixSetId is now required in endpoints).

Misc

  • add request as first argument in TemplateResponse to adapt with latest starlette version

0.17.3 (2024-03-21)

titiler.application

  • Add extra="ignore" option ApiSettings to fix pydantic issue when using .env file (author @imanshafiei540, #800)

0.17.2 (2024-03-15)

titiler.core

  • fix OpenAPI metadata for algorithm (author @JinIgarashi, #797)

0.17.1 (2024-03-13)

  • add python 3.12 support

titiler.core

  • Add use_epsg parameter to WMTS endpoint to resolve ArcMAP issues and fix XML formating (author @gadomski, #782)
  • Add more OpenAPI metadata for algorithm (author @JinIgarashi, #783)

titiler.application

  • fix invalid url parsing in HTML responses

0.17.0 (2024-01-17)

titiler.core

  • update rio-tiler version to >6.3.0
  • use new align_bounds_with_dataset=True rio-tiler option in GeoJSON statistics methods for more precise calculation

0.16.2 (2024-01-17)

titiler.core

  • fix leafletjs template maxZoom to great than 18 for /map endpoint (author @Firefishy, #749)

0.16.1 (2024-01-08)

titiler.core

  • use morecantile TileMatrixSet.cellSize property instead of deprecated/private TileMatrixSet._resolution method

titiler.mosaic

  • use morecantile TileMatrixSet.cellSize property instead of deprecated/private TileMatrixSet._resolution method

0.16.0 (2024-01-08)

titiler.core

  • update FastAPI version lower limit to >=0.107.0
  • fix template loading for starlette >= 0.28 by using jinja2.Environment argument (author @jasongi, #744)

titiler.extensions

  • fix template loading for starlette >= 0.28 by using jinja2.Environment argument (author @jasongi, #744)

titiler.application

  • fix template loading for starlette >= 0.28 by using jinja2.Environment argument (author @jasongi, #744)

0.15.8 (2024-01-08)

titiler.core

  • use morecantile TileMatrixSet.cellSize property instead of deprecated/private TileMatrixSet._resolution method [backported from 0.16.1]

titiler.mosaic

  • use morecantile TileMatrixSet.cellSize property instead of deprecated/private TileMatrixSet._resolution method [backported from 0.16.1]

0.15.7 (2024-01-08)

titiler.core

  • update FastAPI version upper limit to <0.107.0 to avoid starlette breaking change (0.28)

titiler.application

  • add simple auth (optional) based on global_access_token string, set with TITILER_API_GLOBAL_ACCESS_TOKEN environment variable (author @DeflateAwning, #735)

0.15.6 (2023-11-16)

titiler.core

  • in /map HTML response, add Lat/Lon buffer to AOI to avoid creating wrong AOI (when data covers the whole world).

0.15.5 (2023-11-09)

titiler.core

  • add algorithm options for /statistics endpoints

  • switch from BaseReader.statistics() method to a combination of BaseReader.preview() and ImageData.statistics() methods to get the statistics

0.15.4 (2023-11-06)

titiler.core

  • update rio-tiler requirement to >=6.2.5,<7.0

  • allow bidx option in titiler.core.dependencies.AssetsBidxExprParams and titiler.core.dependencies.AssetsBidxParams

    # merge band 1 form asset1 and asset2
# before
httpx.get(
    "/stac/preview",
    params=(
        ("url", "stac.json"),
        ("assets", "asset1"),
        ("assets", "asset2"),
        ("asset_bidx", "asset1|1"),
        ("asset_bidx", "asset2|1"),
    )
)

# now
httpx.get(
    "/stac/preview",
    params=(
        ("url", "stac.json"),
        ("assets", "asset1"),
        ("assets", "asset2"),
        ("bidx", 1),
    )
)

  • fix openapi examples

0.15.3 (2023-11-02)

  • add dst_crs options in /statistics [POST] and /feature [POST] endpoints

0.15.2 (2023-10-23)

titiler.core

  • add dependencies.TileParams dependency with buffer and padding options
  • add tile_dependency attribute in TilerFactory class (defaults to TileParams)
  • add reproject (alias to reproject_method) option in DatasetParams dependency

titiler.mosaic

  • Change HTTP_404_NOT_FOUND to HTTP_204_NO_CONTENT when no asset is found or tile is empty (author @simouel, #713)
  • add tile_dependency attribute in MosaicTilerFactory class (defaults to TileParams)

cdk application

  • Support non-root paths in AWS API Gateway Lambda handler (author @DanSchoppe, #716)

0.15.1 (2023-10-17)

  • Allow a default color_formula parameter to be set via a dependency (author @samn, #707)
  • add titiler.core.dependencies.create_colormap_dependency to create ColorMapParams dependency from rio_tiler.colormap.ColorMaps object
  • add py.typed files in titiler submodules (https://peps.python.org/pep-0561)

0.15.0 (2023-09-28)

titiler.core

  • added PartFeatureParams dependency

breaking changes

  • max_size is now set to None for /statistics [POST], /bbox and /feature endpoints, meaning the tiler will create image from the highest resolution.

  • renamed titiler.core.dependencies.ImageParams to PreviewParams

  • split TileFactory img_dependency attribute in two:

    • img_preview_dependency: used in /preview and /statistics [GET], default to PreviewParams (with max_size=1024)

    • img_part_dependency: used in /bbox, /feature and /statistics [POST], default to PartFeatureParams (with max_size=None)

  • renamed /crop endpoints to /bbox/... or /feature/...

    • /crop/{minx},{miny},{maxx},{maxy}.{format} -> /bbox/{minx},{miny},{maxx},{maxy}.{format}

    • /crop/{minx},{miny},{maxx},{maxy}/{width}x{height}.{format} -> /bbox/{minx},{miny},{maxx},{maxy}/{width}x{height}.{format}

    • /crop [POST] -> /feature [POST]

    • /crop.{format} [POST] -> /feature.{format} [POST]

    • /crop/{width}x{height}.{format} [POST] -> /feature/{width}x{height}.{format} [POST]

  • update rio-tiler requirement to >=6.2.1

  • Take coverage weights in account when generating statistics from GeoJSON features

0.14.1 (2023-09-14)

titiler.extension

  • add GetFeatureInfo capability in wmsExtension (author @benjaminleighton, #698)

0.14.0 (2023-08-30)

titiler.core

  • replace - by _ in query parameters breaking change

    • coord-crs -> coord_crs
    • dst-crs -> dst_crs

  • replace buffer and color_formula endpoint parameters by external dependencies (BufferParams and ColorFormulaParams)

  • add titiler.core.utils.render_image which allow non-binary alpha band created with custom colormap. render_image replace ImageData.render method.

    # before
if cmap := colormap or dst_colormap:
    image = image.apply_colormap(cmap)

if not format:
    format = ImageType.jpeg if image.mask.all() else ImageType.png

content = image.render(
    img_format=format.driver,
    **format.profile,
    **render_params,
)

# now
# render_image will:
# - apply the colormap
# - choose the right output format if `None`
# - create the binary data
content, media_type = render_image(
    image,
    output_format=format,
    colormap=colormap or dst_colormap,
    **render_params,
)

titiler.extension

  • rename geom-densify-pts to geometry_densify breaking change
  • rename geom-precision to geometry_precision breaking change

0.13.3 (2023-08-27)

  • fix Factories url_for method and avoid changing Request.path_params object

0.13.2 (2023-08-24)

titiler.extensions

  • replace mapbox-gl by maplibre
  • replace Stamen by OpenStreetMap tiles
  • simplify band selection handling (author @tayden, #688)

0.13.1 (2023-08-21)

titiler.core

  • fix LowerCaseQueryStringMiddleware unexpectedly truncating query parameters (authors @jthetzel and @jackharrhy, @#677)

titiler.application

  • add cors_allow_methods in ApiSettings to control the CORS allowed methods (author @ubi15, #684)

0.13.0 (2023-07-27)

  • update core requirements to libraries using pydantic ~=2.0

titiler.core

  • update requirements:
    • fastapi >=0.95.1 --> >=0.100.0
    • pydantic ~=1.0 --> ~=2.0
    • rio-tiler >=5.0,<6.0 --> >=6.0,<7.0
    • morecantile>=4.3,<5.0 --> >=5.0,<6.0
    • geojson-pydantic >=0.4,<0.7 --> >=1.0,<2.0
    • typing_extensions >=4.6.1

titiler.extension

  • update requirements:
    • rio-cogeo >=4.0,<5.0" --> >=5.0,<6.0"

titiler.mosaic

  • update requirements:
    • cogeo-mosaic >=6.0,<7.0 --> >=7.0,<8.0

titiler.application

  • use /api and /api.html for documentation (instead of /openapi.json and /docs)
  • update landing page

0.12.0 (2023-07-17)

  • use Annotated Type for Query/Path parameters
  • replace variable TileMatrixSetId by tileMatrixSetId

titiler.core

  • update FastAPI dependency to >=0.95.1
  • set pydantic dependency to ~=1.0
  • update rio-tiler dependency to >=5.0,<6.0
  • update TMS endpoints to match OGC Tiles specification

titiler.extensions

  • use TiTiler's custom JSONResponse for the /validate endpoint to avoid issue when COG has NaN nodata value
  • update rio-cogeo dependency to >=4.0,<5.0
  • update rio-stac requirement to >=0.8,<0.9 and add geom-densify-pts and geom-precision options

titiler.mosaic

  • update cogeo-mosaic dependency to >=6.0,<7.0
  • remove titiler.mosaic.resources.enum.PixelSelectionMethod and use rio_tiler.mosaic.methods.PixelSelectionMethod
  • allow more TileMatrixSet (than only WebMercatorQuad)

0.11.7 (2023-05-18)

titiler.core

  • make HTML templates configurable in the factories
  • rename index.html to map.html
  • rename dependencies.CRSParams to dependencies.CoordCRSParams
  • add dst-crs option for /preview and /crop endpoints to specify the output Coordinate Reference System.

titiler.mosaic

  • make HTML templates configurable in the factories

titiler.extensions

  • make HTML templates configurable in the factories
  • rename cog_index.html to cog_viewer.html
  • rename stac_index.html to stac_viewer.html
  • add zoom to point in stac and cog viewers (author @dchirst, #614)

0.11.6 (2023-04-14)

  • Allow a default rescale parameter to be set via a dependency (author @samn, #619)
  • add coord-crs parameter for /point, /part and /feature endpoints

0.11.5 (2023-03-22)

  • fix TerrainRGB (change interval from 1.0 to 0.1)

0.11.4 (2023-03-20)

0.11.3 (2023-03-14)

  • handle dateline crossing dataset in COG/STAC Viewer
  • update Factories url_for method to make sure we return a string (#607)

0.11.2 (2023-03-08)

  • Add OSM background in /map viewer when using WebMercator TMS

0.11.1 (2023-03-01)

  • no change since 0.11.1a0

0.11.1a0 (2023-03-01)

  • switch to hatch and pdm-pep517 as build system and use pyproject.toml for python module metadata
  • switch to ruff for python linting
  • update pre-commit configuration
  • documentation fixes 🙏 (authors @jthetzel, @neilsh)
  • fix documentation about asset_bidx

titiler.core

  • Algorithm change, make terrainrgb interval and baseval floats to support more quantizers (author @AndrewAnnex, #587)
  • update rio-tiler minimum version to 4.1.6
  • Apply colormap before defining image output format (when not provided)

titiler.mosaic

  • Apply colormap before defining image output format (when not provided)

0.11.0 (2023-01-27)

  • add titiler.extensions package (cogValidateExtension, stacExtension, cogViewerExtension, stacViewerExtension, wmsExtension)

titiler.mosaic

  • update cogeo-mosaic version requirement to >=5.0,<5.2 (allow using az:// prefix from uri)
  • add MOSAIC_STRICT_ZOOM environment variable to control if the application should allow fetching tiles outside mosaic min/max zooms

breaking change

titiler.core

  • add extensions option to the BaseTilerFactory to specify a list of extension we want to register. Each extension will be then registered in the __post_init__ object creation step.
  • remove BaseHTTPMiddleware class inheritance for middleware (write pure ASGI middleware)

titiler.application

  • uses Extension to add more endpoints to default titiler.core factories
  • move all viewer code into titiler.extensions
  • add /cog/stac endpoint from titiler.extension.stacExtension to create STAC Items from raster dataset

titiler.mosaic

  • removed deprecated empty path (/ is the correct route path, which enable prefixed and non-prefixed mosaic application)

0.10.2 (2022-12-17)

  • fix issue with new morecantile version
  • replace path parameter in router_prefix in BaseTilerFactory.url_for

0.10.1 (2022-12-15)

  • update /map endpoint and template to support multiple TMS (#560)

0.10.0 (2022-12-09)

breaking change

  • Simplify dependency requirements for titiler.mosaic and titiler.application and using =={currentVersion}

titiler.core

  • fix the wmts.xml template to work with non-epsg based CRS

titiler.application

  • fix titiler.application viewer when using dataset with band name in metadata

0.9.0 (2022-12-05)

titiler.core

  • add default_tms in BaseTilerFactory to set the default TMS identifier supported by the tiler (e.g WebMercatorQuad)

0.8.1 (2022-12-01)

titiler.core

  • remove useless titiler.core.version file

0.8.0 (2022-12-01)

  • remove python 3.7 support
  • add python 3.10 and 3.11 in CI

titiler.core

  • update FastAPI requirement to >=0.87
  • update rio-tiler requirement to >=4.1,<4.2
  • remove rescale and color_formula from the post_process dependency
  • add algorithm support and introduce new algorithm and algorithm_params query parameters

breaking changes

  • remove timing headers and titiler.core.utils submodule
  • remove asset_expression (except in /asset_statistics endpoint) (see https://cogeotiff.github.io/rio-tiler/v4_migration/#multibasereader-expressions)
  • update Point output model to include band_names
  • histogram and info band names are prefixed with b (e.g b1) (ref: https://cogeotiff.github.io/rio-tiler/v4_migration/#band-names)
  • add /map endpoint in TilerFactory to display tiles given query-parameters
  • remove TMSParams and WebMercatorTMSParams dependencies.
  • replace TilerFactory.tms_dependency attribute by TilerFactory.supported_tms. This attribute gets a morecantile.defaults.TileMatrixSets store and will create the tms dependencies dynamically
  • replace TMSFactory.tms_dependency attribute by TMSFactory.supported_tms. This attribute gets a morecantile.defaults.TileMatrixSets store and will create the tms dependencies dynamically
  • move stats_dependency and histogram_dependency from BaseTilerFactory to TilerFactory
  • per rio-tiler changes, ; has be to used in expression to indicate multiple bands. b1*2,b2+b3,b1/b3 -> b1*2;b2+b3;b1/b3

titiler.mosaic

  • update cogeo-mosaic requirement to >=4.2,<4.3

breaking changes

  • remove timing headers
  • replace MosaicTilerFactory.tms_dependency attribute by MosaicTilerFactory.supported_tms. This attribute gets a morecantile.defaults.TileMatrixSets store and will create the tms dependencies dynamically

titiler.application

  • code simplification by removing custom code and submodules from endpoints

breaking changes

  • remove custom TMS and custom Colormap dependencies
  • remove middleware submodule

0.7.1 (2022-09-21)

titiler.mosaic

  • add pixel_selection_dependency options in MosaicTilerFactory to allow default method override (author @samn, #495)

titiler.application

  • allow interval colormaps in titiler.application

Helm charts

  • Check Charts workflow added for the Helm charts testing (author @emmanuelmathot, #495)

0.7.0 (2022-06-08)

  • add environment_dependency option in BaseTilerFactory to define GDAL environment at runtime.
  • remove gdal_config option in BaseTilerFactory breaking
# before
router = TilerFactory(gdal_config={"GDAL_DISABLE_READDIR_ON_OPEN": "FALSE"}).router

# now
router = TilerFactory(environment_dependency=lambda: {"GDAL_DISABLE_READDIR_ON_OPEN": "FALSE"}).router


class ReaddirType(str, Enum):

    false = "false"
    true = "true"
    empty_dir = "empty_dir"


# or at endpoint call. The user could choose between false/true/empty_dir
def gdal_env(disable_read: ReaddirType = Query(ReaddirType.false)):
    return {"GDAL_DISABLE_READDIR_ON_OPEN": disable_read.value.upper()}

router = TilerFactory(environment_dependency=gdal_env).router

titiler.application

  • update starlette-cramjam requirement

0.6.0 (2022-05-13)

  • no change since 0.6.0a2

0.6.0a2 (2022-05-11)

  • revert to setup.py + setuptools instead of pyproject.toml + flit because it broke namespace packages (#472)

0.6.0a1 (2022-05-11)

titiler.core

  • remove logging in error exception_handler_factory
  • add optional reader_dependency to enable passing Reader's option defined by Query/Header/Path parameters.
  • switch to pyproject.toml
  • move version definition in titiler.core.__version__ breaking
  • Include all values for a query param in LowerCaseQueryStringMiddleware (author @samn, #464)

titiler.mosaic

  • add optional backend_dependency to enable passing Backend's option defined by Query/Header/Path parameters.
  • remove backend_options MosaicTilerFactory argument in favor of the use of backend_dependency breaking
  • switch to pyproject.toml
  • move version definition in titiler.mosaic.__version__ breaking

titiler.application

  • Fix frontend to handle anti-meridian crossing data
  • switch to pyproject.toml
  • move version definition in titiler.application.__version__ breaking

0.5.1 (2022-03-07)

  • add cachecontrol_max_http_code option to CacheControlMiddleware to avoid adding cache-control headers for API errors (Author @sharkinsspatial, #444)

0.5.0 (2022-02-22)

  • update rio-tiler/morecantile/rio-cogeo/cogeo-mosaic versions
  • add MultiBaseTilerFactory /asset_statistics which will return per asset statistics. Returns response in form of Dict[{asset name}, Dict[{band name}, BandStatistics]]

breaking change

  • Multi-band expression now uses semicolon ; instead of colon (,) as separator. Note: proper urlencoding might be needed.
# before
expression = "b1+b2,b2"

# new
expression = "b1+b2;b2"
  • MultiBaseTilerFactory /statistics now returns merged statistics in form of Dict[{asset_band or expression}, BandStatistics] (instead of Dict[{asset name}, Dict[{band name}, BandStatistics]])
# before
response = httpx.get(f"/stac/statistics?url=item.json").json()
print(response)
>>> {
    "asset1": {
        "1": {
            "min": ...,
            "max": ...,
            ...
        },
        "2": {
            "min": ...,
            "max": ...,
            ...
        }
    }
}

# now
response = httpx.get(f"/stac/statistics?url=item.json").json()
print(response)
>>> {
    "asset1_1": {
        "min": ...,
        "max": ...,
        ...
    },
    "asset1_2": {
        "min": ...,
        "max": ...,
        ...
    },
}

0.4.3 (2022-02-08)

  • add tile buffer option to match rio-tiler tile options (#427)

0.4.2 (2022-01-25)

titiler.core

  • update minimum FastAPI version to >=0.73 (#425)

0.4.1 (2022-01-25)

titiler.core

  • update type information for the factory colormap_dependency

k8s

  • Update ingress k8s templates to be compatible with latest resource types versions (#425

0.4.0 (2021-11-30)

  • rename Dockerfile to Dockerfile.gunicorn
  • switch default docker image to python3.9
  • add Dockerfile.uvicorn

titiler.core

  • update rio-tiler version requirement to >=3.0

titiler.mosaic

  • update cogeo-mosaic version to >=4.0

0.4.0a2 (2021-11-24)

titiler.core

  • update rio-tiler version (>=3.0.0a6) with new colormap types information and base classes
  • remove additional_dependency attribute in BaseTileFactory. This also remove **kwargs in endpoints breaking
  • remove reader_options attribute in BaseTileFactory breaking
  • tms_dependency default to titiler.core.dependencies.TMSParams which should supports all morecantile's TMS.
  • add route_dependencies attribute to BaseTilerFactory to allow customizing route dependencies (author @alukach, #406)

titiler.mosaic

  • update cogeo-mosaic version (>=4.0.0a2) with updated Backend type hints information

0.4.0a1 (2021-11-12)

  • fix titiler packages cross dependencies

0.4.0a0 (2021-11-12)

  • remove python 3.6 supports (related to morecantile/pyproj update)

titiler.core

  • update rio-tiler/morecantile requirement (>=3.0)
  • remove utils.bbox_to_feature (replaced by geojson_pydantic native function Feature(geometry=Polygon.from_bounds(*bounds), properties=info))
  • remove utils.data_stats (replaced by rio-tiler new statistics method)
  • remove metadata endpoints breaking API
  • update statistics endpoints with histogram options
  • update statistics endpoint responses breaking API
  • remove band_expression in BandsExprParams dependency breaking API
  • remove morecantile requirement definition in setup.py and defers to rio-tiler supported version
  • update titiler.core.dependencies.DefaultDependency (allows dict unpacking and remove .kwargs) breaking API
  • use standard for List in QueryParameter (e.g bidx=1&bidx=2&bidx instead of bidx=1,2,3) breaking API
  • add asset_bidx query parameter in replacement of bidx in MultiBaseFactory dependencies and switch to new format: {asset name}|{bidx,bidx,bidx} breaking API
  • update asset_expression to the new format: {asset name}|{expression} (e.g data|b1+b2) breaking API
  • update assets QueryParameter to List (e.g assets=COG&assets=Data) breaking API
  • update bands QueryParameter to List (e.g bands=B01&bands=B02) breaking API
  • split RenderParams dependency into:
    • PostProcessParams: rescale and color_formula parameters
    • ImageRenderingParams: return_mask
  • add process_dependency attribute in BaseTilerFactory (defaults to PostProcessParams)
  • use resampling alias instead of resampling_method for QueryParameter breaking API
  • defaults to available assets if assets option is not provided for MultiBaseTilerFactory info and statistics endpoints.
  • defaults to available bands if bands option is not provided for MultiBandsTilerFactory info and statistics endpoints.
  • better output models definition
  • keep bounds, minzoom and maxzoom in /info response
  • remove dataset in /info response to better follow the Info model
  • add /statistics endpoint by default

titiler.mosaic

  • update cogeo-mosaic requirement (>=4.0)
  • update response from /info endpoint to match the model.

titiler.application

  • update viewers to match changes in titiler.core endpoints

0.3.12 (2021-10-20)

titiler.core

  • Update morecantile requirement to stay under 3.0 (author @robintw, #389)

0.3.11 (2021-10-07)

titiler.application

  • Update rio-cogeo requirement to stay under 3.0

0.3.10 (2021-09-23)

titiler.core

  • add custom JSONResponse using simplejson to allow NaN/inf/-inf values (ref: #374)
  • use titiler.core.resources.responses.JSONResponse as default response for info, metadata, statistics and point endpoints (ref: #374)

titiler.application

  • switch to starlette_cramjam compression middleware (ref: #369)

0.3.9 (2021-09-07)

titiler.core

  • update FastAPI requirements to >=0.65,<0.68 (ref: #366)
  • surface asset_expression and band_expression in Multi*TilerFactory (ref: #367)

0.3.8 (2021-09-02)

titiler.core

  • move titiler.application.middleware to titiler.core.middleware (#365)

0.3.7 (2021-09-01)

titiler.core

  • Update the TileJSON model for better validation and to match with the specification (center is optional) (#363)

0.3.6 (2021-08-23)

titiler.core

titiler.application

  • fix morecantile related tests (#358)

0.3.5 (2021-08-17)

titiler.mosaic

  • add /{z}/{x}/{y}/assets, /{lon},{lat}/assets, /{minx},{miny},{maxx},{maxy}/assets GET endpoints to return a list of assets that intersect a given geometry (author @mackdelany, #351)

0.3.4 (2021-08-02) - Not published on PyPi #355

titiler.core

  • add /crop POST endpoint to return an image from a GeoJSON feature (#339)
  • add /statistics (GET and POST) endpoints to return advanced images statistics (#347)

titiler.application

  • add optional root_path setting to specify a url path prefix to use when running the app behind a reverse proxy (#343)

0.3.3 (2021-06-29) - Not published on PyPi #355

titiler.core

  • fix possible bug when querystring parameter are case insensitive (#323)

titiler.mosaic

  • update tilejson and WMTSCapabilities.xml endpoints to allow list querystrings (as done previously in #319)

titiler.application

  • add titiler.application.middleware.LowerCaseQueryStringMiddleware to cast all query string parameter to lowercase (author @lorenzori, #321)

code and repo

  • move titiler code to src/titiler

0.3.2 (2021-05-26)

titiler.core

  • update rio-tiler dependency to >=2.1 version and update rescale query-parameter (#319)
# before
# previously, rio-tiler was splitting a list of input range in tuple of 2
rescale=0,1000,0,1000,0,1000

# now
# rio-tiler 2.1 now expect sequence of tuple in form of Sequence[Tuple[Num, Num]]
rescale=0,1000&rescale=0,1000&rescale=0,1000

titiler.mosaic

  • update cogeo-mosaic version to >=3.0,<3.1.

titiler.application

  • re-order middlewares (#311)
  • update rio-cogeo version to >=2.2 and use rio_cogeo.models instead of custom ones.

0.3.1 (2021-04-27)

  • add exclude_path options in titiler.application.middleware.CacheControlMiddleware to avoid adding cache-control headers to specific paths.

  • allow histogram_bins to be a single value or a , delimited scalar (#307)

  • change error status from 404 to 500 for RasterioIOError exception (author @kylebarron, #300)

    Sometimes GDAL/Rasterio can lose track of the file handler (might be related to cache issue + threading) and raise RasterioIOError: file not found, while the file exists for real. To avoid caching this, we changed the error code to 500 (errors >= 500 do not get cache-control header on titiler.application).

0.3.0 (2021-04-19)

  • add support for .jpg and .jpeg extensions (#271)
  • better error message when parsing the colormap value fails (#279)

breaking change

  • split titiler into a set of namespaces packages (#284)

    titiler.core

    The core package host the low level tiler factories.

    # before
from titiler.endpoints.factory import TilerFactory

# now
from titiler.core.factory import TilerFactory

    titiler.mosaic

    The mosaic package is a plugin to titiler.core which adds support for MosaicJSON

    # before
from titiler.endpoints.factory import MosaicTilerFactory

# now
from titiler.mosaic.factory import MosaicTilerFactory

    titiler.application

    The application package is a full ready to use FastAPI application with support of STAC, COG and MosaicJSON.

    # before
$ pip install titiler
$ uvicorn titiler.main:app --reload

# now
$ pip install titiler.application uvicorn
$ uvicorn titiler.application.main:app --reload

0.2.0 (2021-03-09)

  • adapt for cogeo-mosaic 3.0.0rc2 and add backend_options attribute in MosaicTilerFactory (#247)
  • update FastAPI requirements
  • update minimal python version to 3.6
  • add **render_params.kwargs to pass custom render params in image.render method (#259)
  • Changed probe url from /ping to /healthz in k8s deployment

breaking change

  • renamed OptionalHeaders, MimeTypes and ImageDrivers enums to the singular form (#258)

  • renamed titiler.dependencies's Enums (ColorMapName, ResamplingName and TileMatrixSetName) to the singular form (#260)

  • renamed MimeType to MediaType (#258)

  • add ColorMapParams dependency to ease the creation of custom colormap dependency (#252)

  • renamed PathParams to DatasetPathParams and also made it a simple callable (#260)

  • renamed colormap query-parameter to colormap_name (#262)

    # before
/cog/preview.png?colormap=viridis

# now
/cog/preview.png?colormap_name=viridis

  • use colormap query-parameter to pass custom colormap (#262)

    /cog/preview.png?colormap={"0": "#FFFF00FF", ...}

0.1.0 (2021-02-17)

  • update FastAPI requirements
  • add validate in MosaicTilerFactory (#206, author @drnextgis)
  • rename ressources package to resources (#210, author @drnextgis)
  • renamed environment variables prefixes for API and STACK configurations: TITILER_STACK as prefix to CDK and TITILER_API as prefix to API (#211, author @fredliporace)
  • remove MosaicTilerFactory create and update endpoints (#218)
  • deleted titiler.models.mosaics because the models are not used anymore (#221)
  • update rio-tiler and cogeo-mosaic minimal versions (#220, #213)
  • move STAC related dependencies to `titiler.dependencies (#225)
  • add rio_tiler.io.MultiBandReader bands dependencies (#226)
  • add MultiBaseTilerFactory and MultiBandTilerFactory custom tiler factories (#230)
  • Update STAC tiler to use the new MultiBaseTilerFactory factory
  • depreciate empty GET endpoint for MosaicTilerFactory read (#232)
  • better debug configuration and make reponse headers metadata optional (#232)

breaking change

  • update titiler.dependencies.AssetsBidxParams to make asset a required parameter (#230
  • the STAC /info endpoint now expect the assets parameter to be passed. To ge the list of available assets we added a new /assets endpoint within the tiler factory
  • remove COGReader as default reader in titiler.endpoints.factory.BaseTilerFactory

0.1.0a14 (2021-01-05)

  • add rio_tiler.errors.MissingBands in known errors.
  • add titiler.endpoints.factory.TMSFactory to enable custom TMS endpoints.
  • breaking rename BaseFactory to BaseTilerFactory in titiler.endpoints.factory

0.1.0a13 (2020-12-20)

  • allow API_DISABLE_{COG/STAC/MOSAIC} environment variables to control default endpoints in titiler main app (#156)
  • add overwriting=False/True on MosaicJSON creation (#164)
  • add gdal_config option to Tiler factories to replace custom APIRoute class (#168)
  • add info.geojson endpoint to return dataset info as a GeoJSON feature (#166)
  • update rio-tiler, cogeo-mosaic and optional dependencies

0.1.0a12 (2020-11-18)

  • require rio-tiler>=2.0.0rc2
  • update Enums for Image types. (breaking)
  • Add more output datatype (jpeg2000, pngraw)
  • add width/height in /crop endpoint path
/crop/{minx},{miny},{maxx},{maxy}.{format}
/crop/{minx},{miny},{maxx},{maxy}/{width}x{height}.{format}

0.1.0a11.post1 (2020-11-12)

  • relax version for rio-tiler and cogeo-mosaic
"rio-cogeo~=2.0"
"rio-tiler>=2.0.0rc1,<2.1"
"cogeo-mosaic>=3.0.0a17,<3.1"

0.1.0a11 (2020-11-12)

  • split tile() for MosaicTilerFactory method (#147)

0.1.0a10 (2020-11-09)

  • update for rio-tiler==2.0.0rc1, cogeo-mosaic==3.0.0a17 and morecantile==2.0
  • split tile() factory method (#141, author @fredliporace)

0.1.0a9 (2020-10-26)

  • avoid changing mutable TMS and Colormap list by using deepcopy.
  • quiet/turn off logs
  • add logger middleware (#139)

0.1.0a8 (2020-10-13)

  • update for rio-tiler 2.0.0b17, which now support TMS (morecantile) by default.
  • update fastapi minimum version to 0.61

breaking changes

  • removed TMSTilerFactory (because default reader built with rio_tiler BaseReader should support TMS).

Note: We changed the versioning scheme to {major}.{minor}.{path}{pre}{prenum}

0.1.0-alpha.7 (2020-10-13)

0.1.0-alpha.6 (2020-10-05)

  • refactor CacheControl Middleware
  • rename headers value X-Server-Timings to Server-Timing.
  • add total;dur={} in response header Server-Timing, using new titiler.middleware.TotalTimeMiddleware middleware (113)
from titiler.middleware import CacheControlMiddleware, TotalTimeMiddleware
from fastapi import FastAPI

app.add_middleware(CacheControlMiddleware, cachecontrol="public, max-age=3600")
app.add_middleware(TotalTimeMiddleware)
  • Add Brotli compression support (#126, author @kylebarron)
  • Numerous fix to CDK app.py (co-author @kylebarron)

0.1.0-alpha.5 (2020-09-22)

  • exclude tests/ an stack/ in titiler python package.
  • add EPSG6933 in TMS

breaking changes

  • [FACTORY] the additional_dependency should be a Callable which return a dict.

    @dataclass  # type: ignore
class BaseFactory(metaclass=abc.ABCMeta):
    """BaseTiler Factory."""
    ...
    # provide custom dependency
    additional_dependency: Callable[..., Dict] = field(default=lambda: dict())
    def AssetsParams(
    assets: Optional[str] = Query(
        None,
        title="Asset indexes",
        description="comma (',') delimited asset names (might not be an available options of some readers)",
    )
) -> Dict:
    """Assets Dependency."""
    kwargs = {}
    if assets:
        kwargs["assets"] = assets.split(",")
    return kwargs

  • [FACTORY] remove _ prefix in factory methods (e.g _tile -> tile)

  • [FACTORY] refactor dependencies to better align with rio_tiler.io.BaseReader method definition.

    Example:

    In the metadata, the MetadataParams will be used to pass pmin and pmax because they are the only required parameters for the metadata method. All other params will be passed to a kwargs dict.

    @dataclass
class MetadataParams(DefaultDependency):
    """Common Metadada parameters."""
    # Required params
    pmin: float = Query(2.0, description="Minimum percentile")
    pmax: float = Query(98.0, description="Maximum percentile")
    # Optional parameters
    bidx: Optional[str] = Query(
        None, title="Band indexes", description="comma (',') delimited band indexes",
    )
    ...
    def __post_init__(self):
        """Post Init."""

        if self.bidx is not None:
            self.kwargs["indexes"] = tuple(
                int(s) for s in re.findall(r"\d+", self.bidx)
            )
    ...

# metadata method in factory
def metadata(
    src_path=Depends(self.path_dependency),
    metadata_params=Depends(self.metadata_dependency),
    kwargs: Dict = Depends(self.additional_dependency),
):
    """Return metadata."""
    reader = src_path.reader or self.reader
    with reader(src_path.url, **self.reader_options) as src_dst:
        info = src_dst.metadata(
            metadata_params.pmin,
            metadata_params.pmax,
            **metadata_params.kwargs,
            **kwargs,
        )
    return info

  • [FACTORY] refactor dependencies definition

    @dataclass  # type: ignore
class BaseFactory(metaclass=abc.ABCMeta):
    """BaseTiler Factory."""

    reader: default_readers_type = field(default=COGReader)
    reader_options: Dict = field(default_factory=dict)

    # FastAPI router
    router: APIRouter = field(default_factory=APIRouter)

    # Path Dependency
    path_dependency: Type[PathParams] = field(default=PathParams)

    # Rasterio Dataset Options (nodata, unscale, resampling)
    dataset_dependency: default_deps_type = field(default=DatasetParams)

    # Indexes/Expression Dependencies
    layer_dependency: default_deps_type = field(default=BidxExprParams)

    # Image rendering Dependencies
    render_dependency: default_deps_type = field(default=RenderParams)

    # TileMatrixSet dependency
    tms_dependency: Callable[..., TileMatrixSet] = WebMercatorTMSParams

    # provide custom dependency
    additional_dependency: Callable[..., Dict] = field(default=lambda: dict())

  • remove PathParams.reader attribute. This option was not used and would have been technically difficult to use.

    @dataclass
class PathParams:
    """Create dataset path from args"""

    url: str = Query(..., description="Dataset URL")

0.1.0-alpha.4 (2020-09-14)

  • Update .npy output format to follow the numpyTile format (#103)

    import numpy
import requests
from io import BytesIO

endpoint = ...
url = "https://opendata.digitalglobe.com/events/mauritius-oil-spill/post-event/2020-08-12/105001001F1B5B00/105001001F1B5B00.tif"

r = requests.get(f"{endpoint}/cog/tiles/14/10818/9146.npy",
    params = {
        "url": url,
    }
)
data = numpy.load(BytesIO(r.content))
print(data.shape)
> (4, 256, 256)

  • Add titiler.custom.routing.apiroute_factory. This function enable the creation of custom fastapi.routing.APIRoute class with rasterio.Env() block.

    from fastapi import FastAPI, APIRouter
from rasterio._env import get_gdal_config
from titiler.custom.routing import apiroute_factory

app = FastAPI()
route_class = apiroute_factory({"GDAL_DISABLE_READDIR_ON_OPEN": "FALSE"})
router = APIRouter(route_class=route_class)

@router.get("/simple")
def simple():
    """should return FALSE."""
    res = get_gdal_config("GDAL_DISABLE_READDIR_ON_OPEN")
    return {"env": res}

app.include_router(router)

    Note: This has only be tested for python 3.6 and 3.7.

0.1.0-alpha.3 (2020-09-03)

  • add custom url_for method in TilerFactory to retrieve prefixed endpoint URL (#95)

  • remove magic titiler.dependencies.PathParams mosaicid path translation, where a user could pass url=mosaicid:// to the endpoint.

  • switch to pydantic.BaseSettings for FastAPI application setting management.

    List of Settings:

    name: str = "titiler"
cors_origins: str = "*"
cachecontrol: str = "public, max-age=3600"

API Settings can now be set by adding a .env file in your local project or by setting environment variables (e.g API_CORS_ORIGIN="https://mywebsite.com/*")

0.1.0-alpha.2 (2020-09-01)

  • add Transform and CRS information in /part GeoTIFF output
  • pin rio-tiler-crs to >=3.0b4,<3.1 and cogeo-mosaic to >=3.0a10,<3.1

0.1.0-alpha.1 (2020-09-01)

  • rename titiler.models.cog.py to titiler.models.dataset.py
  • remove cog* prefix to Bounds, Info and Metadata models
  • allow Union[str, int] for key in Metadata.statistics (as defined in rio-tiler-pds)

e.g Create a Landsat 8 Tiler

from titiler.endpoints.factory import TilerFactory, MosaicTilerFactory
from titiler.dependencies import BandsParams

from rio_tiler_pds.landsat.aws.landsat8 import L8Reader  # Not in TiTiler dependencies

from fastapi import FastAPI

app = FastAPI(title="Landsat Tiler", openapi_url="/api/v1/openapi.json")
scene = TilerFactory(
    reader=L8Reader, additional_dependency=BandsParams, router_prefix="scenes"
)
mosaic = MosaicTilerFactory(
    dataset_reader=L8Reader,
    additional_dependency=BandsParams,
    add_update=False,
    add_create=False,
    router_prefix="mosaic",
)
app.include_router(scene.router, prefix="/scenes", tags=["Scenes"])
app.include_router(mosaic.router, prefix="/mosaic", tags=["Mosaic"])

0.1a0 (2020-08-31)

First release on pypi

Tiler Factory

For this release we created new Tiler Factories class which handle creation of FastAPI routers for a given rio_tiler Readers.

from titiler.endpoints.factory import TilerFactory
from rio_tiler.io import COGReader, STACReader

from fastapi import FastAPI

app = FastAPI()

cog = TilerFactory()
app.include_router(cog.router, tags=["Cloud Optimized GeoTIFF"])

Readers / TileMatrixSets

The titiler.endpoints.factory.TilerFactory class will create a tiler with Web Mercator as uniq supported Tile Matrix Set.

For other TMS support, tiler needs to be created with titiler.endpoints.factory.TMSTilerFactory and with a TMS friendly reader (e.g rio_tiler_crs.COGReader).

Simple tiler with only Web Mercator support

from rio_tiler.io import COGReader

from titiler.endpoints import factory
from titiler.dependencies import WebMercatorTMSParams

app = factory.TilerFactory(reader=COGReader)
assert app.tms_dependency == WebMercatorTMSParams

Tiler with more TMS support (from morecantile)

from rio_tiler_crs import COGReader

from titiler.endpoints import factory
from titiler.dependencies import TMSParams

app = factory.TMSTilerFactory(reader=COGReader)
assert app.tms_dependency == TMSParams

Other changes

  • add mosaic support (#17 author @geospatial-jeff)
  • update to rio-tiler-crs>=3.0b* and rio-tiler>=2.0b*
  • Pin fastapi version to 0.60.1
  • Remove titiler.core in favor of starlette settings (#55, author @geospatial-jeff)
  • Add fastapi exception handlers (#56, author @geospatial-jeff)
  • Remove intermediary routers (#57, author @geospatial-jeff)
  • Remove /titiler/api submodule (e.g titiler.api.utils -> titiler.utils)
  • Add Cache-Control middleware. Endpoints do not define any cache-control headers. (part of #43, co-author with @geospatial-jeff)
  • Add 'X-Assets' in response headers for mosaic tiles (#51)
  • add cog validation via rio-cogeo (co-author with @geospatial-jeff, #37)

Breaking changes

  • default tiler to Web Mercator only
  • removed cache layer for tiles
  • updated html templates
template_dir = pkg_resources.resource_filename("titiler", "templates")
templates = Jinja2Templates(directory=template_dir)

cog_template = templates.TemplateResponse(
    name="cog_index.html",
    context={
        "request": request,
        "tilejson": request.url_for("cog_tilejson"),
        "metadata": request.url_for("cog_metadata"),
    },
    media_type="text/html",
)

stac_template = templates.TemplateResponse(
    name="stac_index.html",
    context={
        "request": request,
        "tilejson": request.url_for("stac_tilejson"),
        "metadata": request.url_for("stac_info"),
    },
    media_type="text/html",
)

Pre Pypi releases

2.1.2 (2020-06-24)

  • add width & height parameters in API docs to force output size for part/preview endpoints.
  • add resampling_method in API docs.

link: https://github.com/developmentseed/titiler/commit/725da5fa1bc56d8e192ae8ff0ad107493ca93378

2.1.1 (2020-06-22)

  • add minimum fastapi version (0.54.0) and update docker config

link: https://github.com/developmentseed/titiler/commit/95b98a32ffb3274d546dd52f99a3920091029b4c

2.1.0 (2020-06-11)

  • add /preview, /crop, /point endpoints

link: https://github.com/developmentseed/titiler/commit/8b63fc6b6141b9c9361c95d80897d77b5e2d47c3

2.0.0 (2020-06-09)

  • support STAC items (#16)
  • better API documentation via response models
  • update UI (/stac/viewer, /cog/viewer)
  • re-order OpenAPI route tags
  • update documentation

link: https://github.com/developmentseed/titiler/commit/fa2cb78906b0fd88506b89bace8174969be8cd4f

1.0.0 (2020-06-04)

Initial release

link: https://github.com/developmentseed/titiler/commit/f4fdc02ea0235470589eeb34a4da8e5aae74e696