v0.13 to v0.20 migration guide

[AdeelH]

This is a list of some changes that you would need to make your v0.13 code compatible with v0.20. Please let us know if anything is missing.

channel_display_groups

0.13

SemanticSegmentationGeoDataConfig(channel_display_groups=channel_display_groups)

0.20

SemanticSegmentationGeoDataConfig(plot_options=PlotOptions(channel_display_groups=channel_display_groups))

Reading semantic segmentation labels encoded as RGB files

0.13

label_source = SemanticSegmentationLabelSourceConfig(
    rgb_class_config=class_config,
    raster_source=RasterioSourceConfig(uris=[label_uri]))

0.20

label_source = SemanticSegmentationLabelSourceConfig(
    raster_source=RasterioSourceConfig(
        uris=[label_uri],
        transformers=[
            RGBClassTransformerConfig(class_config=class_config)
        ]))

Inferring classes with GeoJSONVectorSourceConfig

0.13

vector_source = GeoJSONVectorSourceConfig(
    uri=label_uri, default_class_id=0, ignore_crs_field=True)

0.20

vector_source=GeoJSONVectorSourceConfig(
    uri=label_uri,
    ignore_crs_field=True,
    transformers=[ClassInferenceTransformerConfig(default_class_id=0)])

MultiRasterSourceConfig

0.13

raster_source = MultiRasterSourceConfig(raster_sources=[
    SubRasterSourceConfig(
        raster_source=rgbir_source, target_channels=[0, 1, 2, 3]),
    SubRasterSourceConfig(
        raster_source=elevation_source, target_channels=[4])
])

0.20

raster_source = MultiRasterSourceConfig(
    raster_sources=[rgbir_source, elevation_source])

Buffering point and line geometries

0.13

vector_source = GeoJSONVectorSourceConfig(
    uri=label_uri,
    default_class_id=0,
    ignore_crs_field=True,
    line_bufs={0: 15})

0.20

vector_source = GeoJSONVectorSourceConfig(
    uri=label_uri,
    ignore_crs_field=True,
    transformers=[
        ClassInferenceTransformerConfig(default_class_id=0),
        BufferTransformerConfig(
            geom_type='LineString', class_bufs={0: 15}),
        BufferTransformerConfig(geom_type='Point'),
    ])