Amazon SageMaker geospatial Map SDK - Amazon SageMaker
add_dataset APIupdate_dataset APIadd_layer APIupdate_layer APIvisualize_eoj_aoi APIvisualize_eoj_input APIvisualize_eoj_output API

Amazon SageMaker geospatial Map SDK

You can use Amazon SageMaker geospatial capabilities to visualize maps within the SageMaker geospatial UI as well as SageMaker notebooks with a geospatial image. These visualizations are supported by the map visualization library called Foursquare Studio

You can use the APIs provided by the SageMaker geospatial map SDK to visualize your geospatial data, including the input, output, and AoI for EOJ.

add_dataset API

Adds a raster or vector dataset object to the map.

Request syntax

Request = 
    add_dataset(
      self,
      dataset: Union[Dataset, Dict, None] = None,
      *,
      auto_create_layers: bool = True,
      center_map: bool = True,
      **kwargs: Any,
    ) -> Optional[Dataset]

Request parameters

The request accepts the following parameters.

Positional arguments

Argument

Type

Description

dataset

Union[Dataset, Dict, None]

Data used to create a dataset, in CSV, JSON, or GeoJSON format (for local datasets) or a UUID string.

Keyword arguments

Argument

Type

Description

auto_create_layers

Boolean

Whether to attempt to create new layers when adding a dataset. Default value is False.

center_map

Boolean

Whether to center the map on the created dataset. Default value is True.

id

String

Unique identifier of the dataset. If you do not provide it, a random ID is generated.

label

String

Dataset label which is displayed.

color

Tuple[float, float, float]

Color label of the dataset.

metadata

Dictionary

Object containing tileset metadata (for tiled datasets).

Response

This API returns the Dataset object that was added to the map.

update_dataset API

Updates an existing dataset's settings.

Request syntax

Request = 
    update_dataset(
    self,
    dataset_id: str,
    values: Union[_DatasetUpdateProps, dict, None] = None,
    **kwargs: Any,
) -> Dataset

Request parameters

The request accepts the following parameters.

Positional arguments

Argument

Type

Description

dataset_id

String

The identifier of the dataset to be updated.

values

Union[_DatasetUpdateProps, dict, None]

The values to update.

Keyword arguments

Argument

Type

Description

label

String

Dataset label which is displayed.

color

RGBColor

Color label of the dataset.

Response

This API returns the updated dataset object for interactive maps, or None for non-interactive HTML environments.

add_layer API

Adds a new layer to the map. This function requires at least one valid layer configuration.

Request syntax

Request = 
    add_layer(
    self,
    layer: Union[LayerCreationProps, dict, None] = None,
    **kwargs: Any
) -> Layer

Request parameters

The request accepts the following parameters.

Arguments

Argument

Type

Description

layer

Union[LayerCreationProps, dict, None]

A set of properties used to create a layer.

Response

The layer object that was added to the map.

update_layer API

Update an existing layer with given values.

Request syntax

Request = 
    update_layer(
  self,
  layer_id: str,
  values: Union[LayerUpdateProps, dict, None],
  **kwargs: Any
) -> Layer

Request parameters

The request accepts the following parameters.

Arguments

Positional argument

Type

Description

layer_id

String

The ID of the layer to be updated.

values

Union[LayerUpdateProps, dict, None]

The values to update.

Keyword arguments

Argument

Type

Description

type

LayerType

The type of layer.

data_id

String

Unique identifier of the dataset this layer visualizes.

fields

Dict [string, Optional[string]]

Dictionary that maps fields that the layer requires for visualization to appropriate dataset fields.

label

String

Canonical label of this layer.

is_visible

Boolean

Whether the layer is visible or not.

config

LayerConfig

Layer configuration specific to its type.

Response

Returns the updated layer object.

visualize_eoj_aoi API

Visualize the AoI of the given job ARN.

Request parameters

The request accepts the following parameters.

Arguments

Argument

Type

Description

Arn

String

The ARN of the job.

config

Dictionary

config = { label: <string> custom label of the added AoI layer, default AoI }

An option to pass layer properties.

Response

Reference of the added input layer object.

visualize_eoj_input API

Visualize the input of the given EOJ ARN.

Request parameters

The request accepts the following parameters.

Arguments

Argument

Type

Description

Arn

String

The ARN of the job.

time_range_filter

Dictionary

time_range_filter = {

start_date: <string> date in ISO format

end_date: <string> date in ISO format

}

An option to provide the start and end time. Defaults to the raster data collection search start and end date.

config

Dictionary

config = { label: <string> custom label of the added output layer, default Input }

An option to pass layer properties.

Response

Reference of the added input layer object.

visualize_eoj_output API

Visualize the output of the given EOJ ARN.

Request parameters

The request accepts the following parameters.

Arguments

Argument

Type

Description

Arn

String

The ARN of the job.

time_range_filter

Dictionary

time_range_filter = {

start_date: <string> date in ISO format

end_date: <string> date in ISO format

}

An option to provide the start and end time. Defaults to the raster data collection search start and end date.

config

Dictionary

config = {

label: <string> custom label of the added output layer, default Output

preset: <string> singleBand or trueColor,

band_name: <string>, only required for 'singleBand' preset. Allowed bands for a EOJ

}

An option to pass layer properties.

Response

Reference of the added output Layer object.

To learn more about visualizing your geospatial data, refer to Visualization Using Amazon SageMaker geospatial.