OTB.VectorDimensionalityReduction: Performs dimensionality reduction of the input vector data according to a model file.

{"id": "OTB.VectorDimensionalityReduction", "title": "Performs dimensionality reduction of the input vector data according to a model file.", "description": "This application performs a vector data dimensionality reduction based on a model file produced by the TrainDimensionalityReduction application.", "mutable": false, "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "https://host1.tb.geonovum.geolabs.fr/ogc-api/processes/OTB.VectorDimensionalityReduction/execution"}], "inputs": {"in": {"title": "The input vector data to reduce.", "description": "The input vector data to reduce.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "raw_schema1": "true", "id": "in"}, "instat": {"title": "An XML file containing mean and standard deviation to center and reduce samples before dimensionality reduction (produced by ComputeImagesStatistics application).", "description": "An XML file containing mean and standard deviation to center and reduce samples before dimensionality reduction (produced by ComputeImagesStatistics application).", "minOccurs": 0, "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}, "raw_schema1": "true", "id": "instat"}, "model": {"title": "A model file (produced by the TrainDimensionalityReduction application,", "description": "A model file (produced by the TrainDimensionalityReduction application,", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "image/jpeg", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "raw_schema1": "true", "id": "model"}, "featout": {"title": "Naming of output features", "description": "Naming of output features", "schema": {"type": "string", "default": "prefix", "enum": ["prefix", "list"]}, "id": "featout"}, "featout.prefix.name": {"title": "Name prefix for output features. This prefix is followed by the numeric index of each output feature.", "description": "Name prefix for output features. This prefix is followed by the numeric index of each output feature.", "schema": {"type": "string", "default": "reduced_"}, "id": "featout.prefix.name"}, "featout.list.names": {"title": "List of field names for the output features which result from the reduction.", "description": "List of field names for the output features which result from the reduction.", "maxOccurs": 1024, "schema": {"type": "string"}, "id": "featout.list.names"}, "pcadim": {"title": "This optional parameter can be set to reduce the number of eignevectors used in the PCA model file. This parameter can't be used for other models", "description": "This optional parameter can be set to reduce the number of eignevectors used in the PCA model file. This parameter can't be used for other models", "minOccurs": 0, "schema": {"type": "integer", "nullable": true}, "id": "pcadim"}, "mode": {"title": "This parameter determines if the output file is overwritten or updated [overwrite/update]. If an output file name is given, the original file is copied before creating the new features.", "description": "This parameter determines if the output file is overwritten or updated [overwrite/update]. If an output file name is given, the original file is copied before creating the new features.", "schema": {"type": "string", "default": "overwrite", "enum": ["overwrite", "update"]}, "id": "mode"}}, "outputs": {"out": {"title": "Output vector data file storing sample values (OGR format). If not given, the input vector data file is used. In overwrite mode, the original features will be lost.", "description": "Output vector data file storing sample values (OGR format). If not given, the input vector data file is used. In overwrite mode, the original features will be lost.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "raw_schema1": "true", "id": "out"}}}