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Python sample scripts: add gdalbuildvrtofvrt.py
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#!/usr/bin/env pytest | ||
############################################################################### | ||
# $Id$ | ||
# | ||
# Project: GDAL/OGR Test Suite | ||
# Purpose: gdalbuildvrtofvrt.py testing | ||
# Author: Even Rouault <even dot rouault at spatialys dot com> | ||
# | ||
############################################################################### | ||
# Copyright (c) 2024, Even Rouault <even dot rouault at spatialys dot com> | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a | ||
# copy of this software and associated documentation files (the "Software"), | ||
# to deal in the Software without restriction, including without limitation | ||
# the rights to use, copy, modify, merge, publish, distribute, sublicense, | ||
# and/or sell copies of the Software, and to permit persons to whom the | ||
# Software is furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included | ||
# in all copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS | ||
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL | ||
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING | ||
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER | ||
# DEALINGS IN THE SOFTWARE. | ||
############################################################################### | ||
|
||
import os | ||
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import pytest | ||
import test_py_scripts | ||
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from osgeo import gdal | ||
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pytestmark = [ | ||
pytest.mark.require_driver("GPKG"), | ||
pytest.mark.skipif( | ||
test_py_scripts.get_py_script("gdalbuildvrtofvrt") is None, | ||
reason="gdalbuildvrtofvrt.py not available", | ||
), | ||
] | ||
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@pytest.fixture() | ||
def script_path(): | ||
return test_py_scripts.get_py_script("gdalbuildvrtofvrt") | ||
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############################################################################### | ||
# Test | ||
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def test_gdalbuildvrtofvrt_basic(script_path, tmp_path): | ||
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out_filename = str(tmp_path / "out.vrt") | ||
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for j in range(8): | ||
for i in range(15): | ||
tif_filename = str(tmp_path / f"src_{i}_{j}.tif") | ||
ds = gdal.GetDriverByName("GTiff").Create(tif_filename, 20, 10) | ||
ds.SetGeoTransform([i * 20, 1, 0, -j * 10, 0, -1]) | ||
ds = None | ||
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max_files_per_vrt = 10 | ||
test_py_scripts.run_py_script( | ||
script_path, | ||
"gdalbuildvrtofvrt", | ||
f" --max-files-per-vrt {max_files_per_vrt} {out_filename} {tmp_path}/*.tif", | ||
) | ||
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ds = gdal.Open(out_filename) | ||
assert ds.RasterXSize == 15 * 20 | ||
assert ds.RasterYSize == 8 * 10 | ||
assert len(ds.GetFileList()) >= (8 * 15) // max_files_per_vrt | ||
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############################################################################### | ||
# Test | ||
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def test_gdalbuildvrtofvrt_intermediata_vrt_path(script_path, tmp_path): | ||
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out_filename = str(tmp_path / "out.vrt") | ||
intermediate_vrt_path = tmp_path / "intermediate_vrt_path" | ||
os.mkdir(intermediate_vrt_path, 0o755) | ||
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test_py_scripts.run_py_script( | ||
script_path, | ||
"gdalbuildvrtofvrt", | ||
f" --intermediate-vrt-path {intermediate_vrt_path} {out_filename} ../gcore/data/byte.tif", | ||
) | ||
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assert os.path.exists(str(intermediate_vrt_path / "out_0_0.vrt")) | ||
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ds = gdal.Open(out_filename) | ||
assert ds.RasterXSize == 20 | ||
assert ds.RasterYSize == 20 |
242 changes: 242 additions & 0 deletions
242
swig/python/gdal-utils/osgeo_utils/samples/gdalbuildvrtofvrt.py
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#!/usr/bin/env python3 | ||
# -*- coding: utf-8 -*- | ||
# ****************************************************************************** | ||
# | ||
# Project: GDAL | ||
# Purpose: Command line a 2-level hierarchy of VRTs for very large collections | ||
# Author: Even Rouault <even dot rouault at spatialys.com> | ||
# | ||
# ****************************************************************************** | ||
# Copyright (c) 2024, Even Rouault <even dot rouault at spatialys.com> | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a | ||
# copy of this software and associated documentation files (the "Software"), | ||
# to deal in the Software without restriction, including without limitation | ||
# the rights to use, copy, modify, merge, publish, distribute, sublicense, | ||
# and/or sell copies of the Software, and to permit persons to whom the | ||
# Software is furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included | ||
# in all copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS | ||
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL | ||
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING | ||
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER | ||
# DEALINGS IN THE SOFTWARE. | ||
# ****************************************************************************** | ||
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import glob | ||
import math | ||
import os | ||
import sys | ||
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from osgeo import gdal, ogr | ||
from osgeo_utils.auxiliary.gdal_argparse import GDALArgumentParser, GDALScript | ||
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gdal.UseExceptions() | ||
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class GDALBuildVRTOfVRT(GDALScript): | ||
def __init__(self): | ||
super().__init__() | ||
self.title = "Build a VRT of VRTs" | ||
self.description = ( | ||
"Create a 2-level hierarchy of VRTs for very large collections" | ||
) | ||
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self.optfile_arg = "--optfile" | ||
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def get_parser(self, argv) -> GDALArgumentParser: | ||
parser = self.parser | ||
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parser.add_argument("out_vrtfile", help="output VRT file") | ||
parser.add_argument("in_files", nargs="+", help="input files") | ||
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parser.add_argument( | ||
"--max-files-per-vrt", | ||
dest="max_files_per_vrt", | ||
type=int, | ||
default=1000, | ||
metavar="number", | ||
help="maximum number of files per VRT", | ||
) | ||
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parser.add_argument( | ||
"--intermediate-vrt-path", | ||
dest="intermediate_vrt_path", | ||
type=str, | ||
help="path where to put intermediate VRTs", | ||
) | ||
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parser.add_argument( | ||
"-addalpha", | ||
action="store_true", | ||
help="whether to add an alpha channel", | ||
) | ||
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parser.add_argument( | ||
"-tr", | ||
type=float, | ||
metavar="<res>", | ||
nargs=2, | ||
help="target resolution", | ||
) | ||
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parser.add_argument( | ||
"-r", | ||
dest="resampling_alg", | ||
type=str, | ||
metavar="{nearest|bilinear|cubic|cubicspline|lanczos|average|mode}", | ||
help="resampling algorithm", | ||
) | ||
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return parser | ||
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def doit(self, **kwargs): | ||
out_vrtfile = kwargs["out_vrtfile"] | ||
assert out_vrtfile.endswith(".vrt") | ||
max_files_per_vrt = kwargs["max_files_per_vrt"] | ||
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global_srs = "invalid" | ||
global_minx = float("inf") | ||
global_miny = float("inf") | ||
global_maxx = float("-inf") | ||
global_maxy = float("-inf") | ||
catalog = [] | ||
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tmp_index_ds = gdal.GetDriverByName("GPKG").Create( | ||
":memory:", 0, 0, gdal.GDT_Unknown | ||
) | ||
lyr = tmp_index_ds.CreateLayer("index") | ||
lyr.CreateField(ogr.FieldDefn("filename", ogr.OFTString)) | ||
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print("Initial pass...") | ||
source_files = [] | ||
for in_file in kwargs["in_files"]: | ||
if "*" in in_file: | ||
source_files += glob.glob(in_file) | ||
else: | ||
source_files.append(in_file) | ||
for in_file in source_files: | ||
ds = gdal.Open(in_file) | ||
gt = ds.GetGeoTransform(can_return_null=True) | ||
if gt is None: | ||
print(f"Skipping {in_file}. No geotransform.") | ||
continue | ||
if gt[5] > 0: | ||
print(f"Skipping {in_file}. South-up rasters are not supported.") | ||
continue | ||
if gt[2] != 0 or gt[4] != 0: | ||
print(f"Skipping {in_file}. Rotated rasters are not supported.") | ||
continue | ||
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srs = ds.GetSpatialRef() | ||
if global_srs == "invalid": | ||
global_srs = srs | ||
else: | ||
if global_srs is not None and srs is None: | ||
print( | ||
f"Skipping {in_file}. It has no CRS, whereas other files have one." | ||
) | ||
continue | ||
if global_srs is None and srs is not None: | ||
print( | ||
f"Skipping {in_file}. It has a CRS, whereas other files have not one." | ||
) | ||
continue | ||
if ( | ||
global_srs is not None | ||
and srs is not None | ||
and not global_srs.IsSame(srs) | ||
): | ||
print( | ||
f"Skipping {in_file}. It has a different CRS compared to the other files." | ||
) | ||
continue | ||
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minx = gt[0] | ||
maxx = gt[0] + gt[1] * ds.RasterXSize | ||
maxy = gt[3] | ||
miny = gt[3] + gt[5] * ds.RasterYSize | ||
catalog.append((in_file, minx, miny, maxx, maxy)) | ||
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global_minx = min(global_minx, minx) | ||
global_miny = min(global_miny, miny) | ||
global_maxx = max(global_maxx, maxx) | ||
global_maxy = max(global_maxy, maxy) | ||
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f = ogr.Feature(lyr.GetLayerDefn()) | ||
f["filename"] = in_file | ||
g = ogr.CreateGeometryFromWkt( | ||
f"POLYGON(({minx} {miny},{minx} {maxy},{maxx} {maxy},{maxx} {miny},{minx} {miny}))" | ||
) | ||
f.SetGeometry(g) | ||
lyr.CreateFeature(f) | ||
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number_of_files = len(catalog) | ||
if number_of_files == 0: | ||
raise Exception("No source files have been found!") | ||
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number_of_vrts = int(math.ceil(number_of_files / max_files_per_vrt)) | ||
sqrt_number_of_vrts = int(math.ceil(number_of_vrts**0.5)) | ||
ratio_x_over_y = (global_maxx - global_minx) / (global_maxy - global_miny) | ||
num_vrt_along_x = int(math.ceil(sqrt_number_of_vrts / (ratio_x_over_y**0.5))) | ||
num_vrt_along_y = int(math.ceil(sqrt_number_of_vrts * (ratio_x_over_y**0.5))) | ||
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stepx = (global_maxx - global_minx) / num_vrt_along_x | ||
stepy = (global_maxy - global_miny) / num_vrt_along_y | ||
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vrt_options = "" | ||
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if kwargs["addalpha"]: | ||
vrt_options += " -addalpha" | ||
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tr = kwargs["tr"] | ||
if tr: | ||
vrt_options += f" -tr {tr[0]} {tr[1]}" | ||
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resampling_alg = kwargs["resampling_alg"] | ||
if resampling_alg: | ||
vrt_options += f" -r {resampling_alg}" | ||
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intermediate_vrt_path = kwargs["intermediate_vrt_path"] | ||
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vrt_files = [] | ||
for j in range(num_vrt_along_y): | ||
for i in range(num_vrt_along_x): | ||
if intermediate_vrt_path: | ||
vrt_filename = os.path.join( | ||
intermediate_vrt_path, | ||
os.path.basename(out_vrtfile)[0:-4] + f"_{i}_{j}.vrt", | ||
) | ||
else: | ||
vrt_filename = out_vrtfile[0:-4] + f"_{i}_{j}.vrt" | ||
minx = global_minx + i * stepx | ||
maxx = global_minx + (i + 1) * stepx | ||
miny = global_miny + j * stepy | ||
maxy = global_miny + (j + 1) * stepy | ||
lyr.SetSpatialFilterRect(minx, miny, maxx, maxy) | ||
subvrt_files = [f["filename"] for f in lyr] | ||
if subvrt_files: | ||
pct = ( | ||
100.0 | ||
* (j * num_vrt_along_x + i) | ||
/ (num_vrt_along_x * num_vrt_along_y) | ||
) | ||
print(f"Building {vrt_filename} (%.02f %%)..." % pct) | ||
vrt_files.append(vrt_filename) | ||
gdal.BuildVRT(vrt_filename, subvrt_files, options=vrt_options) | ||
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print(f"Building {out_vrtfile} (100 %)...") | ||
gdal.BuildVRT(out_vrtfile, vrt_files, options=vrt_options) | ||
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def main(argv=sys.argv): | ||
return GDALBuildVRTOfVRT().main(argv) | ||
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if __name__ == "__main__": | ||
sys.exit(main(sys.argv)) |