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PratichhyaPratichhya
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initial setup
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‎algorithm_catalog/vito/random_forest_firemapping/benchmark_scenarios/random_forest_firemapping.json

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‎algorithm_catalog/vito/random_forest_firemapping/openeo_udp/generate.py

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import json
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from pathlib import Path
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import openeo
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from openeo.api.process import Parameter
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from openeo.rest.udp import build_process_dict
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def generate() -> dict:
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conn = openeo.connect("openeo.vito.be").authenticate_oidc()
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# define input parameter
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spatial_extent = Parameter.spatial_extent(
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name = "spatial_extent",
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description = "Limits the data to process to the specified bounding box or polygons."
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)
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temporal_extent = Parameter.temporal_interval(
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name = "temporal_extent",
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description = "Temporal extent specified as two-element array with start and end date/date-time."
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)
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# Load s2 bands and set max cloud cover to be less than 10%
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s2_bands = conn.load_collection(
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collection_id="SENTINEL2_L2A",
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spatial_extent=spatial_extent,
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temporal_extent=temporal_extent,
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bands=["B04", "B08"],
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max_cloud_cover=10,
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)
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# Build the process dictionary
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return build_process_dict(
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process_graph=s2_bands,
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process_id="s2_bands",
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summary="s2_bands",
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description="s2_bands",
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parameters=[spatial_extent, temporal_extent]
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)
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if __name__ == "__main__":
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# save the generated process to a file
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with open(Path(__file__).parent / "random_forest_firemapping.json", "w") as f:
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json.dump(generate(), f, indent=2)

‎algorithm_catalog/vito/random_forest_firemapping/openeo_udp/random_forest_firemapping.json

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{
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"process_graph": {
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"loadcollection1": {
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"process_id": "load_collection",
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"arguments": {
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"bands": [
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"B04",
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"B08"
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],
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"id": "SENTINEL2_L2A",
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"properties": {
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"eo:cloud_cover": {
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"process_graph": {
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"lte1": {
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"process_id": "lte",
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"arguments": {
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"x": {
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"from_parameter": "value"
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},
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"y": 10
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},
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"result": true
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}
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}
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}
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},
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"spatial_extent": {
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"from_parameter": "spatial_extent"
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},
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"temporal_extent": {
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"from_parameter": "temporal_extent"
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}
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},
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"result": true
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}
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},
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"id": "s2_bands",
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"summary": "s2_bands",
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"description": "s2_bands",
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"parameters": [
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{
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"name": "spatial_extent",
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"description": "Limits the data to process to the specified bounding box or polygons.",
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"schema": [
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{
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"title": "Bounding Box",
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"type": "object",
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"subtype": "bounding-box",
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"required": [
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"west",
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"south",
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"east",
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"north"
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],
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"properties": {
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"west": {
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"description": "West (lower left corner, coordinate axis 1).",
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"type": "number"
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},
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"south": {
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"description": "South (lower left corner, coordinate axis 2).",
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"type": "number"
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},
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"east": {
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"description": "East (upper right corner, coordinate axis 1).",
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"type": "number"
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},
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"north": {
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"description": "North (upper right corner, coordinate axis 2).",
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"type": "number"
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},
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"base": {
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"description": "Base (optional, lower left corner, coordinate axis 3).",
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"type": [
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"number",
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"null"
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],
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"default": null
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},
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"height": {
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"description": "Height (optional, upper right corner, coordinate axis 3).",
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"type": [
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"number",
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"null"
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],
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"default": null
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},
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"crs": {
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"description": "Coordinate reference system of the extent, specified as as [EPSG code](http://www.epsg-registry.org/) or [WKT2 CRS string](http://docs.opengeospatial.org/is/18-010r7/18-010r7.html). Defaults to `4326` (EPSG code 4326) unless the client explicitly requests a different coordinate reference system.",
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"anyOf": [
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{
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"title": "EPSG Code",
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"type": "integer",
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"subtype": "epsg-code",
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"minimum": 1000,
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"examples": [
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3857
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]
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},
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{
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"title": "WKT2",
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"type": "string",
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"subtype": "wkt2-definition"
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}
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],
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"default": 4326
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}
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}
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},
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{
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"title": "Vector data cube",
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"description": "Limits the data cube to the bounding box of the given geometries in the vector data cube. For raster data, all pixels inside the bounding box that do not intersect with any of the polygons will be set to no data (`null`). Empty geometries are ignored.",
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"type": "object",
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"subtype": "datacube",
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"dimensions": [
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{
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"type": "geometry"
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}
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]
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},
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{
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"title": "No filter",
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"description": "Don't filter spatially. All data is included in the data cube.",
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"type": "null"
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}
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]
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},
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{
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"name": "temporal_extent",
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"description": "Temporal extent specified as two-element array with start and end date/date-time.",
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"schema": {
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"type": "array",
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"subtype": "temporal-interval",
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"uniqueItems": true,
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"minItems": 2,
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"maxItems": 2,
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"items": {
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"anyOf": [
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{
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"type": "string",
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"subtype": "date-time",
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"format": "date-time"
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},
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{
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"type": "string",
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"subtype": "date",
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"format": "date"
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},
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{
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"type": "null"
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}
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]
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}
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}
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}
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]
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}

‎algorithm_catalog/vito/random_forest_firemapping/records/random_forest_firemapping.json

Whitespace-only changes.

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