Rename: python scripts to match pipeline stage numbers

tools/compare_tifs.py

@@ -1,88 +0,0 @@
-from osgeo import gdal, ogr, osr
-import sys
-import numpy as np
-
-TIF_OLD = r"C:\Users\timon\Resilience BV\4020 SCane ESA DEMO - Documenten\General\4020 SCDEMO Team\4020 TechnicalData\WP3\smartcane_v2\smartcane\laravel_app\storage\app\angata\comparing_tiff\2025-11-25_old.tif"
-TIF_OPT = r"C:\Users\timon\Resilience BV\4020 SCane ESA DEMO - Documenten\General\4020 SCDEMO Team\4020 TechnicalData\WP3\smartcane_v2\smartcane\laravel_app\storage\app\angata\comparing_tiff\2025-11-25_opt.tif"
-GEOJSON = r"C:\Users\timon\Resilience BV\4020 SCane ESA DEMO - Documenten\General\4020 SCDEMO Team\4020 TechnicalData\WP3\smartcane_v2\smartcane\laravel_app\storage\app\angata\Data\pivot.geojson"
-
-
-def geom_to_pixel_window(gt, geom):
-    # bbox of geometry
-    env = geom.GetEnvelope()  # returns (minX, maxX, minY, maxY)
-    # Note: env is (minX, maxX, minY, maxY) but we'll map to pixel coordinates
-    minx, maxx, miny, maxy = env[0], env[1], env[2], env[3]
-    originX = gt[0]
-    originY = gt[3]
-    px_w = gt[1]
-    px_h = gt[5]
-    # compute pixel offsets
-    xoff = int((minx - originX) / px_w)
-    yoff = int((originY - maxy) / (-px_h))
-    xend = int((maxx - originX) / px_w)
-    yend = int((originY - miny) / (-px_h))
-    xoff = max(xoff,0)
-    yoff = max(yoff,0)
-    xsize = max(1, xend - xoff + 1)
-    ysize = max(1, yend - yoff + 1)
-    return xoff, yoff, xsize, ysize
-
-
-def check_tif_for_geom(tifpath, geom):
-    ds = gdal.Open(tifpath)
-    if ds is None:
-        return None
-    gt = ds.GetGeoTransform()
-    band1 = ds.GetRasterBand(1)
-    xoff, yoff, xsize, ysize = geom_to_pixel_window(gt, geom)
-    try:
-        arr = band1.ReadAsArray(xoff, yoff, xsize, ysize).astype(np.float32)
-    except Exception as e:
-        return {'error': str(e)}
-    # check for any finite > 0 values (reflectance)
-    finite = np.isfinite(arr)
-    valid_pixels = np.sum(finite & (arr > 0))
-    total_pixels = arr.size
-    return {'valid_pixels': int(valid_pixels), 'total_pixels': int(total_pixels)}
-
-
-if __name__ == '__main__':
-    ds = ogr.Open(GEOJSON)
-    lyr = ds.GetLayer()
-    old_ds = gdal.Open(TIF_OLD)
-    opt_ds = gdal.Open(TIF_OPT)
-    if old_ds is None or opt_ds is None:
-        print('Error opening one of the tiffs')
-        sys.exit(1)
-
-    gt_old = old_ds.GetGeoTransform()
-    gt_opt = opt_ds.GetGeoTransform()
-
-    results = []
-    for feat in lyr:
-        fid = feat.GetFID()
-        geom = feat.GetGeometryRef()
-        # compute windows
-        old_res = check_tif_for_geom(TIF_OLD, geom)
-        opt_res = check_tif_for_geom(TIF_OPT, geom)
-        results.append({'fid': fid, 'old': old_res, 'opt': opt_res})
-
-    # print summary
-    found_old = sum(1 for r in results if r['old'] and r['old'].get('valid_pixels',0) > 0)
-    found_opt = sum(1 for r in results if r['opt'] and r['opt'].get('valid_pixels',0) > 0)
-    print(f'Total polygons checked: {len(results)}')
-    print(f'Polygons with valid pixels in OLD tif: {found_old}')
-    print(f'Polygons with valid pixels in OPT  tif: {found_opt}')
-
-    # list differences
-    missing_in_old = [r['fid'] for r in results if r['opt'] and r['opt'].get('valid_pixels',0) > 0 and (not r['old'] or r['old'].get('valid_pixels',0)==0)]
-    missing_in_opt = [r['fid'] for r in results if r['old'] and r['old'].get('valid_pixels',0) > 0 and (not r['opt'] or r['opt'].get('valid_pixels',0)==0)]
-
-    print('\nFields present in OPT but missing in OLD (FID list):')
-    print(missing_in_old)
-    print('\nFields present in OLD but missing in OPT (FID list):')
-    print(missing_in_opt)
-
-    # print per-feature counts for the first 10 features
-    for r in results[:10]:
-        print(f"FID {r['fid']}: OLD {r['old']}  OPT {r['opt']}")