basemaps module¶

Module for basemaps.

Each basemap is defined as an item in the basemaps dictionary.

More WMS basemaps can be found at the following websites:

USGS National Map: https://viewer.nationalmap.gov/services/
MRLC NLCD Land Cover data: https://viewer.nationalmap.gov/services/
FWS NWI Wetlands data: https://www.fws.gov/wetlands/Data/Web-Map-Services.html

`GoogleMapsTileProvider (TileProvider)` ¶

Google Maps TileProvider.

Source code in geemap/basemaps.py

class GoogleMapsTileProvider(xyzservices.TileProvider):
    """Google Maps TileProvider."""

    MAP_TYPE_CONFIG = {
        "roadmap": {"mapType": "roadmap"},
        "satellite": {"mapType": "satellite"},
        "terrain": {
            "mapType": "terrain",
            "layerTypes": ["layerRoadmap"],
        },
        "hybrid": {
            "mapType": "satellite",
            "layerTypes": ["layerRoadmap"],
        },
    }

    def __init__(
        self,
        map_type: str = "roadmap",
        language: str = "en-Us",
        region: str = "US",
        api_key: Optional[str] = None,
        **kwargs: Any,
    ):
        """
        Generates Google Map tiles using the provided parameters. To get an API key
            and enable Map Tiles API, visit
            https://developers.google.com/maps/get-started#create-project.
            You can set the API key using the environment variable
            `GOOGLE_MAPS_API_KEY` or by passing it as an argument.

        Args:
            map_type (str, optional): The type of map to generate. Options are
                'roadmap', 'satellite', 'terrain', 'hybrid', 'traffic', 'streetview'.
                Defaults to 'roadmap'.
            language (str, optional): An IETF language tag that specifies the
                language used to display information on the tiles, such as 'zh-Cn'.
                Defaults to 'en-Us'.
            region (str, optional): A Common Locale Data Repository region
                identifier (two uppercase letters) that represents the physical
                location of the user. Defaults to 'US'.
            api_key (str, optional): The API key to use for the Google Maps API.
                If not provided, it will try to get it from the environment or
                Colab user data with the key 'GOOGLE_MAPS_API_KEY'. Defaults to None.
            **kwargs: Additional parameters to pass to the map generation. For more
                info, visit https://bit.ly/3UhbZKU

        Raises:
            ValueError: If the API key is not provided and cannot be found in the
                environment or Colab user data.
            ValueError: If the map_type is not one of the allowed types.

        Example:
            >>> from geemap.basemaps import GoogleMapsTileProvider
            >>> m = geemap.Map()
            >>> basemap = GoogleMapsTileProvider(map_type='roadmap',
                language="en-Us", region="US", scale="scaleFactor2x", highDpi=True)
            >>> m.add_basemap(basemap)

        Returns:
            TileProvider object: A TileProvider object with the Google Maps tile.
        """

        key = api_key or get_google_maps_api_key()
        if key is None:
            raise ValueError(
                "API key is required to access Google Maps API. To get an API "
                "key and enable Map Tiles API, visit "
                "https://developers.google.com/maps/get-started#create-project"
            )

        if map_type not in self.MAP_TYPE_CONFIG:
            raise ValueError(f"map_type must be one of: {self.MAP_TYPE_CONFIG.keys()}")

        request_url = f"https://tile.googleapis.com/v1/createSession?key={key}"
        response = requests.post(
            url=request_url,
            headers={"Content-Type": "application/json"},
            json={
                **self.MAP_TYPE_CONFIG[map_type],
                "language": language,
                "region": region,
                **kwargs,
            },
            timeout=3,
        )

        if response.status_code == requests.codes.ok:
            json = response.json()
            map_name = map_type.capitalize()
            super().__init__(
                {
                    "url": f"https://tile.googleapis.com/v1/2dtiles/{{z}}/{{x}}/{{y}}?session={json['session']}&key={{accessToken}}",
                    "attribution": f"© Google {map_name}",
                    "accessToken": key,
                    "name": f"Google.{map_name}",
                    "ext": json["imageFormat"],
                    "tileSize": json["tileWidth"],
                }
            )
        else:
            raise RuntimeError(
                f"Error creating a Maps API session:\n{response.json()}."
            )

`init(self, map_type='roadmap', language='en-Us', region='US', api_key=None, **kwargs)` `special` ¶

Generates Google Map tiles using the provided parameters. To get an API key and enable Map Tiles API, visit https://developers.google.com/maps/get-started#create-project. You can set the API key using the environment variable GOOGLE_MAPS_API_KEY or by passing it as an argument.

Parameters:

Name	Type	Description	Default
`map_type`	`str`	The type of map to generate. Options are 'roadmap', 'satellite', 'terrain', 'hybrid', 'traffic', 'streetview'. Defaults to 'roadmap'.	`'roadmap'`
`language`	`str`	An IETF language tag that specifies the language used to display information on the tiles, such as 'zh-Cn'. Defaults to 'en-Us'.	`'en-Us'`
`region`	`str`	A Common Locale Data Repository region identifier (two uppercase letters) that represents the physical location of the user. Defaults to 'US'.	`'US'`
`api_key`	`str`	The API key to use for the Google Maps API. If not provided, it will try to get it from the environment or Colab user data with the key 'GOOGLE_MAPS_API_KEY'. Defaults to None.	`None`
`**kwargs`	`Any`	Additional parameters to pass to the map generation. For more info, visit https://bit.ly/3UhbZKU	`{}`

Exceptions:

Type	Description
`ValueError`	If the API key is not provided and cannot be found in the environment or Colab user data.
`ValueError`	If the map_type is not one of the allowed types.

Examples:

>>> from geemap.basemaps import GoogleMapsTileProvider
>>> m = geemap.Map()
>>> basemap = GoogleMapsTileProvider(map_type='roadmap',
    language="en-Us", region="US", scale="scaleFactor2x", highDpi=True)
>>> m.add_basemap(basemap)

Returns:

Type	Description
`TileProvider object`	A TileProvider object with the Google Maps tile.

Source code in geemap/basemaps.py

def __init__(
    self,
    map_type: str = "roadmap",
    language: str = "en-Us",
    region: str = "US",
    api_key: Optional[str] = None,
    **kwargs: Any,
):
    """
    Generates Google Map tiles using the provided parameters. To get an API key
        and enable Map Tiles API, visit
        https://developers.google.com/maps/get-started#create-project.
        You can set the API key using the environment variable
        `GOOGLE_MAPS_API_KEY` or by passing it as an argument.

    Args:
        map_type (str, optional): The type of map to generate. Options are
            'roadmap', 'satellite', 'terrain', 'hybrid', 'traffic', 'streetview'.
            Defaults to 'roadmap'.
        language (str, optional): An IETF language tag that specifies the
            language used to display information on the tiles, such as 'zh-Cn'.
            Defaults to 'en-Us'.
        region (str, optional): A Common Locale Data Repository region
            identifier (two uppercase letters) that represents the physical
            location of the user. Defaults to 'US'.
        api_key (str, optional): The API key to use for the Google Maps API.
            If not provided, it will try to get it from the environment or
            Colab user data with the key 'GOOGLE_MAPS_API_KEY'. Defaults to None.
        **kwargs: Additional parameters to pass to the map generation. For more
            info, visit https://bit.ly/3UhbZKU

    Raises:
        ValueError: If the API key is not provided and cannot be found in the
            environment or Colab user data.
        ValueError: If the map_type is not one of the allowed types.

    Example:
        >>> from geemap.basemaps import GoogleMapsTileProvider
        >>> m = geemap.Map()
        >>> basemap = GoogleMapsTileProvider(map_type='roadmap',
            language="en-Us", region="US", scale="scaleFactor2x", highDpi=True)
        >>> m.add_basemap(basemap)

    Returns:
        TileProvider object: A TileProvider object with the Google Maps tile.
    """

    key = api_key or get_google_maps_api_key()
    if key is None:
        raise ValueError(
            "API key is required to access Google Maps API. To get an API "
            "key and enable Map Tiles API, visit "
            "https://developers.google.com/maps/get-started#create-project"
        )

    if map_type not in self.MAP_TYPE_CONFIG:
        raise ValueError(f"map_type must be one of: {self.MAP_TYPE_CONFIG.keys()}")

    request_url = f"https://tile.googleapis.com/v1/createSession?key={key}"
    response = requests.post(
        url=request_url,
        headers={"Content-Type": "application/json"},
        json={
            **self.MAP_TYPE_CONFIG[map_type],
            "language": language,
            "region": region,
            **kwargs,
        },
        timeout=3,
    )

    if response.status_code == requests.codes.ok:
        json = response.json()
        map_name = map_type.capitalize()
        super().__init__(
            {
                "url": f"https://tile.googleapis.com/v1/2dtiles/{{z}}/{{x}}/{{y}}?session={json['session']}&key={{accessToken}}",
                "attribution": f"© Google {map_name}",
                "accessToken": key,
                "name": f"Google.{map_name}",
                "ext": json["imageFormat"],
                "tileSize": json["tileWidth"],
            }
        )
    else:
        raise RuntimeError(
            f"Error creating a Maps API session:\n{response.json()}."
        )

`get_google_map_tile_providers(language='en-Us', region='US', api_key=None, **kwargs)` ¶

Generates a dictionary of Google Map tile providers for different map types.

Parameters:

Name	Type	Description	Default
`language`	`str`	An IETF language tag that specifies the language used to display information on the tiles, such as 'zh-Cn'. Defaults to 'en-Us'.	`'en-Us'`
`region`	`str`	A Common Locale Data Repository region identifier (two uppercase letters) that represents the physical location of the user. Defaults to 'US'.	`'US'`
`api_key`	`str`	The API key to use for the Google Maps API. If not provided, it will try to get it from the environment or Colab user data with the key 'GOOGLE_MAPS_API_KEY'. Defaults to None.	`None`
`**kwargs`	`Any`	Additional parameters to pass to the map generation. For more info, visit https://bit.ly/3UhbZKU	`{}`

Returns:

Type	Description
`dict`	A dictionary where the keys are the map types ('roadmap', 'satellite', 'terrain', 'hybrid') and the values are the corresponding GoogleMapsTileProvider objects.

Source code in geemap/basemaps.py

def get_google_map_tile_providers(
    language: str = "en-Us",
    region: str = "US",
    api_key: Optional[str] = None,
    **kwargs: Any,
):
    """
    Generates a dictionary of Google Map tile providers for different map types.

    Args:
        language (str, optional): An IETF language tag that specifies the
            language used to display information on the tiles, such as 'zh-Cn'.
            Defaults to 'en-Us'.
        region (str, optional): A Common Locale Data Repository region
            identifier (two uppercase letters) that represents the physical
            location of the user. Defaults to 'US'.
        api_key (str, optional): The API key to use for the Google Maps API.
            If not provided, it will try to get it from the environment or
            Colab user data with the key 'GOOGLE_MAPS_API_KEY'. Defaults to None.
        **kwargs: Additional parameters to pass to the map generation. For more
            info, visit https://bit.ly/3UhbZKU

    Returns:
        dict: A dictionary where the keys are the map types
        ('roadmap', 'satellite', 'terrain', 'hybrid')
        and the values are the corresponding GoogleMapsTileProvider objects.
    """
    gmap_providers = {}

    for m_type in GoogleMapsTileProvider.MAP_TYPE_CONFIG:
        gmap_providers[m_type] = GoogleMapsTileProvider(
            map_type=m_type, language=language, region=region, api_key=api_key, **kwargs
        )

    return gmap_providers

`get_xyz_dict(free_only=True, france=False)` ¶

Returns a dictionary of xyz services.

Parameters:

Name	Type	Description	Default
`free_only`	`bool`	Whether to return only free xyz tile services that do not require an access token. Defaults to True.	`True`
`france`	`bool`	Whether to include Geoportail France basemaps. Defaults to False.	`False`

Returns:

Type	Description
`dict`	A dictionary of xyz services.

Source code in geemap/basemaps.py

def get_xyz_dict(free_only=True, france=False):
    """Returns a dictionary of xyz services.

    Args:
        free_only (bool, optional): Whether to return only free xyz tile
            services that do not require an access token. Defaults to True.
        france (bool, optional): Whether to include Geoportail France basemaps.
            Defaults to False.

    Returns:
        dict: A dictionary of xyz services.
    """
    xyz_bunch = xyzservices.providers

    if free_only:
        xyz_bunch = xyz_bunch.filter(requires_token=False)
    if not france:
        xyz_bunch = xyz_bunch.filter(
            function=lambda tile: "france" not in dict(tile)["name"].lower()
        )

    xyz_dict = xyz_bunch.flatten()

    for key, value in xyz_dict.items():
        tile = xyzservices.TileProvider(value)
        if "type" not in tile:
            tile["type"] = "xyz"
        xyz_dict[key] = tile

    xyz_dict = collections.OrderedDict(sorted(xyz_dict.items()))
    return xyz_dict

`qms_to_geemap(service_id)` ¶

Convert a qms service to an ipyleaflet tile layer.

Parameters:

Name	Type	Description	Default
`service_id`	`str`	Service ID.	required

Returns:

Type	Description
`ipyleaflet.TileLayer`	An ipyleaflet tile layer.

Source code in geemap/basemaps.py

def qms_to_geemap(service_id):
    """Convert a qms service to an ipyleaflet tile layer.

    Args:
        service_id (str): Service ID.

    Returns:
        ipyleaflet.TileLayer: An ipyleaflet tile layer.
    """
    service_details = get_qms(service_id)
    name = service_details["name"]
    url = service_details["url"]
    attribution = service_details["copyright_text"]

    layer = ipyleaflet.TileLayer(url=url, name=name, attribution=attribution)
    return layer

`search_qms(keywords, limit=10)` ¶

Search qms files for keywords. Reference: https://github.com/geopandas/xyzservices/issues/65

Parameters:

Name	Type	Description	Default
`keywords`	`str`	Keywords to search for.	required
`limit`	`int`	Number of results to return.	`10`

Source code in geemap/basemaps.py

def search_qms(keywords, limit=10):
    """Search qms files for keywords. Reference: https://github.com/geopandas/xyzservices/issues/65

    Args:
        keywords (str): Keywords to search for.
        limit (int): Number of results to return.
    """
    QMS_API = "https://qms.nextgis.com/api/v1/geoservices"

    services = requests.get(
        f"{QMS_API}/?search={keywords}&type=tms&epsg=3857&limit={str(limit)}"
    )
    services = services.json()
    if services["count"] == 0:
        return None
    elif services["count"] <= limit:
        return services["results"]
    else:
        return services["results"][:limit]

`xyz_to_folium()` ¶

Convert xyz tile services to folium tile layers.

Returns:

Type	Description
`dict`	A dictionary of folium tile layers.

Source code in geemap/basemaps.py

def xyz_to_folium():
    """Convert xyz tile services to folium tile layers.

    Returns:
        dict: A dictionary of folium tile layers.
    """
    folium_dict = {}
    # Ignore Esri basemaps if they are already in the custom XYZ_TILES.
    ignore_list = [XYZ_TILES[tile]["name"] for tile in XYZ_TILES]

    for key, tile in custom_tiles["xyz"].items():
        folium_dict[key] = folium.TileLayer(
            tiles=tile["url"],
            attr=tile["attribution"],
            name=tile["name"],
            overlay=True,
            control=True,
            max_zoom=30,
        )

    for key, tile in custom_tiles["wms"].items():
        folium_dict[key] = folium.WmsTileLayer(
            url=tile["url"],
            layers=tile["layers"],
            name=tile["name"],
            attr=tile["attribution"],
            fmt=tile["format"],
            transparent=tile["transparent"],
            overlay=True,
            control=True,
            max_zoom=30,
        )

    for item in get_xyz_dict().values():
        if item["name"] in ignore_list:
            continue
        folium_dict[item.name] = folium.TileLayer(
            tiles=item.build_url(),
            attr=item.attribution,
            name=item.name,
            max_zoom=item.get("max_zoom", 30),
            overlay=True,
            control=True,
        )

    if os.environ.get("PLANET_API_KEY") is not None:
        planet_dict = planet_tiles(tile_format="folium")
        folium_dict.update(planet_dict)

    return folium_dict

`xyz_to_leaflet()` ¶

Convert xyz tile services to ipyleaflet tile layers.

Returns:

Type	Description
`dict`	A dictionary of ipyleaflet tile layers.

Source code in geemap/basemaps.py

def xyz_to_leaflet():
    """Convert xyz tile services to ipyleaflet tile layers.

    Returns:
        dict: A dictionary of ipyleaflet tile layers.
    """
    leaflet_dict = {}
    # Ignore Esri basemaps if they are already in the custom XYZ_TILES.
    ignore_list = [XYZ_TILES[tile]["name"] for tile in XYZ_TILES]

    # Add custom tiles.
    for tile_type, tile_dict in custom_tiles.items():
        for tile_provider, tile_info in tile_dict.items():
            tile_info["type"] = tile_type
            tile_info["max_zoom"] = 30
            leaflet_dict[tile_info["name"]] = tile_info

    # Add xyzservices.provider tiles.
    for tile_provider, tile_info in get_xyz_dict().items():
        if tile_info["name"] in ignore_list:
            continue
        tile_info["url"] = tile_info.build_url()
        tile_info["max_zoom"] = 30
        leaflet_dict[tile_info["name"]] = tile_info

    return leaflet_dict

`xyz_to_plotly()` ¶

Convert xyz tile services to plotly tile layers.

Returns:

Type	Description
`dict`	A dictionary of plotly tile layers.

Source code in geemap/basemaps.py

def xyz_to_plotly():
    """Convert xyz tile services to plotly tile layers.

    Returns:
        dict: A dictionary of plotly tile layers.
    """
    plotly_dict = {}
    # Ignore Esri basemaps if they are already in the custom XYZ_TILES.
    ignore_list = [XYZ_TILES[tile]["name"] for tile in XYZ_TILES]

    for key, tile in custom_tiles["xyz"].items():
        plotly_dict[key] = {
            "below": "traces",
            "sourcetype": "raster",
            "sourceattribution": tile["attribution"],
            "source": [tile["url"]],
            "name": key,
        }

    for item in get_xyz_dict().values():
        if item["name"] in ignore_list:
            continue
        plotly_dict[item.name] = {
            "below": "traces",
            "sourcetype": "raster",
            "sourceattribution": item.attribution,
            "source": [item.build_url()],
            "name": item.name,
        }

    return plotly_dict

`xyz_to_pydeck()` ¶

Convert xyz tile services to pydeck custom tile layers.

Returns:

Type	Description
`dict`	A dictionary of pydeck tile layers.

Source code in geemap/basemaps.py

def xyz_to_pydeck():
    """Convert xyz tile services to pydeck custom tile layers.

    Returns:
        dict: A dictionary of pydeck tile layers.
    """

    check_package("pydeck", "https://deckgl.readthedocs.io/en/latest/installation.html")
    import pydeck as pdk

    pydeck_dict = {}
    # Ignore Esri basemaps if they are already in the custom XYZ_TILES.
    ignore_list = [XYZ_TILES[tile]["name"] for tile in XYZ_TILES]

    for key, tile in custom_tiles["xyz"].items():
        url = tile["url"]
        pydeck_dict[key] = url

    for key, item in get_xyz_dict().items():
        if item["name"] in ignore_list:
            continue
        url = item.build_url()
        pydeck_dict[key] = url

        if os.environ.get("PLANET_API_KEY") is not None:
            planet_dict = planet_tiles(tile_format="ipyleaflet")
            for id_, tile in planet_dict.items():
                pydeck_dict[id_] = tile.url

    pdk.settings.custom_libraries = [
        {
            "libraryName": "MyTileLayerLibrary",
            "resourceUri": "https://cdn.jsdelivr.net/gh/giswqs/pydeck_myTileLayer@master/dist/bundle.js",
        }
    ]

    for key in pydeck_dict:
        pydeck_dict[key] = pdk.Layer("MyTileLayer", pydeck_dict[key], key)

    return pydeck_dict

basemaps module¶

GoogleMapsTileProvider (TileProvider) ¶

__init__(self, map_type='roadmap', language='en-Us', region='US', api_key=None, **kwargs) special ¶

get_google_map_tile_providers(language='en-Us', region='US', api_key=None, **kwargs) ¶

get_xyz_dict(free_only=True, france=False) ¶

qms_to_geemap(service_id) ¶

search_qms(keywords, limit=10) ¶

xyz_to_folium() ¶

xyz_to_leaflet() ¶

xyz_to_plotly() ¶

xyz_to_pydeck() ¶

`GoogleMapsTileProvider (TileProvider)` ¶

`init(self, map_type='roadmap', language='en-Us', region='US', api_key=None, **kwargs)` `special` ¶

`get_google_map_tile_providers(language='en-Us', region='US', api_key=None, **kwargs)` ¶

`get_xyz_dict(free_only=True, france=False)` ¶

`qms_to_geemap(service_id)` ¶

`search_qms(keywords, limit=10)` ¶

`xyz_to_folium()` ¶

`xyz_to_leaflet()` ¶

`xyz_to_plotly()` ¶

`xyz_to_pydeck()` ¶