|
| 1 | +""" |
| 2 | +Export vector layers and metadata using ForgeClient. |
| 3 | +
|
| 4 | +For each project in the user account, creates a folder for each detection |
| 5 | +on every project raster containing metadata about the detection (raster id and |
| 6 | +name, project id and name) and the geometries. |
| 7 | +
|
| 8 | +Usage: |
| 9 | + python scripts/forge_export_layers.py output_dir |
| 10 | +
|
| 11 | +Requires `PICTERRA_API_KEY` environment variable. |
| 12 | +""" |
| 13 | +from __future__ import annotations |
| 14 | + |
| 15 | +import argparse |
| 16 | +import json |
| 17 | +import os |
| 18 | +import re |
| 19 | +from typing import Any |
| 20 | + |
| 21 | +from picterra.forge_client import ForgeClient |
| 22 | + |
| 23 | + |
| 24 | +def safe_name(name: str) -> str: |
| 25 | + return re.sub(r"[^0-9A-Za-z._-]", "_", name)[:200] |
| 26 | + |
| 27 | + |
| 28 | +def drain_results_page(page): |
| 29 | + items = [] |
| 30 | + while page is not None: |
| 31 | + items.extend(list(page)) |
| 32 | + page = page.next() |
| 33 | + return items |
| 34 | + |
| 35 | + |
| 36 | +def main(): |
| 37 | + p = argparse.ArgumentParser() |
| 38 | + p.add_argument("outdir", help="Directory to write outputs") |
| 39 | + args = p.parse_args() |
| 40 | + |
| 41 | + outdir = args.outdir |
| 42 | + os.makedirs(outdir, exist_ok=True) |
| 43 | + |
| 44 | + client = ForgeClient() |
| 45 | + |
| 46 | + # Build detectors map |
| 47 | + detectors_map: dict[str, Any] = {} |
| 48 | + print("Listing detectors...") |
| 49 | + dp = client.list_detectors() |
| 50 | + for det in drain_results_page(dp): |
| 51 | + detectors_map[det["id"]] = det |
| 52 | + |
| 53 | + with open(os.path.join(outdir, "detectors_map.json"), "w") as f: |
| 54 | + json.dump(detectors_map, f, indent=2) |
| 55 | + |
| 56 | + # Get folders via internal paginated endpoint |
| 57 | + print("Listing folders...") |
| 58 | + folders_page = client._return_results_page("folders", None) |
| 59 | + folders = drain_results_page(folders_page) |
| 60 | + |
| 61 | + for folder in folders: |
| 62 | + folder_id = folder.get("id") |
| 63 | + folder_name = folder.get("name") |
| 64 | + print(f"Folder: {folder_name} ({folder_id})") |
| 65 | + |
| 66 | + # List rasters in folder |
| 67 | + rp = client.list_rasters(folder_id=folder_id) |
| 68 | + rasters = drain_results_page(rp) |
| 69 | + for raster in rasters: |
| 70 | + raster_id = raster.get("id") |
| 71 | + raster_name = raster.get("name") |
| 72 | + print(f" Raster: {raster_name} ({raster_id})") |
| 73 | + # List vector layers for raster |
| 74 | + vpage = client.list_raster_vector_layers(raster_id=raster_id) |
| 75 | + vlayers = drain_results_page(vpage) |
| 76 | + for vl in vlayers: |
| 77 | + vl_id = vl.get("id") |
| 78 | + vl_name = vl.get("name") |
| 79 | + detector_id = vl.get("detector_id") |
| 80 | + |
| 81 | + folder_for_vl = os.path.join(outdir, f"{vl_id}_{safe_name(vl_name)}") |
| 82 | + os.makedirs(folder_for_vl, exist_ok=True) |
| 83 | + |
| 84 | + geojson_path = os.path.join(folder_for_vl, "vector.geojson") |
| 85 | + metadata_path = os.path.join(folder_for_vl, "metadata.json") |
| 86 | + |
| 87 | + print(f" Downloading vector layer {vl_name} ({vl_id}) -> {geojson_path}") |
| 88 | + try: |
| 89 | + client.download_vector_layer_to_file(vl_id, geojson_path) |
| 90 | + except Exception as e: |
| 91 | + print(f" Error downloading layer {vl_id}: {e}") |
| 92 | + continue |
| 93 | + metadata = { |
| 94 | + "id": vl_id, |
| 95 | + "name": vl_name, |
| 96 | + "count": vl.get("count"), |
| 97 | + "created_at": vl.get("created_at"), |
| 98 | + "folder": {"id": folder_id, "name": folder_name}, |
| 99 | + "raster": {"id": raster_id, "name": raster_name}, |
| 100 | + "detector": {"id": detector_id}, |
| 101 | + } |
| 102 | + if detector_id and detector_id in detectors_map: |
| 103 | + metadata["detector"]["id"] = detectors_map[detector_id] |
| 104 | + with open(metadata_path, "w") as f: |
| 105 | + json.dump(metadata, f, indent=2) |
| 106 | + |
| 107 | + |
| 108 | +if __name__ == "__main__": |
| 109 | + main() |
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