From cfbb61edde766048ee04d4f132189ad130cc8639 Mon Sep 17 00:00:00 2001 From: Alessandro Amici Date: Tue, 27 Oct 2026 23:31:05 +0100 Subject: [PATCH 1/5] Drop distributed, convert with the dask threaded scheduler Co-Authored-By: Claude Opus 5.5 --- pyproject.toml | 5 +- uv.lock | 9169 +++++++++++++++++------------------ xarray_sentinel/__main__.py | 9 +- 3 files changed, 4478 insertions(+), 4705 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index b135a64..4f57fa8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,9 +36,7 @@ classifiers = [ # NOTE: some dependencies are not explicitly imported in the code, but we # rely on the packages being installed or we need to set minimum versions dependencies = [ - "bokeh>=3.9.2", "dask>=2024.6", - "distributed>=2024.6", "fsspec>=2024.1", "numcodecs>=0.15.1", "numpy>=1.24", @@ -91,7 +89,7 @@ repository = "https://github.com/bopen/xarray-sentinel" branch = true [tool.deptry.per_rule_ignores] -DEP002 = ["bokeh", "jupyterlab", 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7a09139af4b8578932a8f9aca546129c8fe45038 Mon Sep 17 00:00:00 2001 From: Alessandro Amici Date: Wed, 28 Oct 2026 00:03:09 +0100 Subject: [PATCH 3/5] Speed up info by only reading the manfiest --- xarray_sentinel/__main__.py | 6 ++++-- xarray_sentinel/eopf_product.py | 35 +++++++++++++++++++++++++++------ 2 files changed, 33 insertions(+), 8 deletions(-) diff --git a/xarray_sentinel/__main__.py b/xarray_sentinel/__main__.py index 7a4befe..87b8544 100644 --- a/xarray_sentinel/__main__.py +++ b/xarray_sentinel/__main__.py @@ -7,6 +7,8 @@ import xarray as xr import zarr +from . import eopf_product + try: from zarr.errors import ZarrUserWarning except ImportError: # zarr < 3.1.2 @@ -58,8 +60,8 @@ def info( source: str = typer.Argument(..., help="Path to the Sentinel-1 SAFE product."), ) -> None: """Print the STAC metadata of the EOPF product.""" - with xr.open_datatree(source, engine="sentinel-1") as datatree: - typer.echo(json.dumps(datatree.attrs["stac_discovery"], indent=2)) + stac_item = eopf_product.open_stac_item(source) + typer.echo(json.dumps(stac_item, indent=2)) if __name__ == "__main__": diff --git a/xarray_sentinel/eopf_product.py b/xarray_sentinel/eopf_product.py index 4ca2ddf..c400e08 100644 --- a/xarray_sentinel/eopf_product.py +++ b/xarray_sentinel/eopf_product.py @@ -151,6 +151,32 @@ def stack_polarizations(datasets: dict[str, xr.Dataset]) -> xr.Dataset: return stacked.assign_coords(polarization=list(datasets)) +def open_manifest( + product_urlpath: esa_safe.PathType, + fs: fsspec.AbstractFileSystem | None = None, + storage_options: dict[str, Any] | None = None, +) -> tuple[fsspec.AbstractFileSystem, str, io.BytesIO, str]: + """Return the filesystem, the product path, the manifest and the product name.""" + fs, manifest_path = sentinel1.get_fs_path(product_urlpath, fs, storage_options) + product_path = os.path.dirname(manifest_path) + manifest = io.BytesIO(fs.cat_file(manifest_path)) + common_attrs, _ = esa_safe.parse_manifest_sentinel1(manifest) + safe_name, _ = os.path.splitext(os.path.basename(product_path)) + product_name = make_product_name(safe_name, common_attrs) + return fs, product_path, manifest, product_name + + +def open_stac_item( + product_urlpath: esa_safe.PathType, + *, + fs: fsspec.AbstractFileSystem | None = None, + storage_options: dict[str, Any] | None = None, +) -> dict[str, Any]: + """Return the product STAC item, reading only the manifest.""" + _, _, manifest, product_name = open_manifest(product_urlpath, fs, storage_options) + return eopf_metadata.build_stac_discovery(product_name, manifest) + + def open_datatree( product_urlpath: esa_safe.PathType, *, @@ -161,10 +187,9 @@ def open_datatree( rasterio_chunks: dict[str, int] | None = None, ) -> xr.DataTree: """Open a SAFE product as an experimental EOPF-layout DataTree.""" - fs, manifest_path = sentinel1.get_fs_path(product_urlpath, fs, storage_options) - product_path = os.path.dirname(manifest_path) - manifest = io.BytesIO(fs.cat_file(manifest_path)) - + fs, product_path, manifest, product_name = open_manifest( + product_urlpath, fs, storage_options + ) common_attrs, product_files = esa_safe.parse_manifest_sentinel1(manifest) if override_product_files: product_files = sentinel1.do_override_product_files( @@ -190,8 +215,6 @@ def open_datatree( swath, _, pol = group.partition("/") swath_pols.setdefault(swath, []).append(pol) - safe_name, _ = os.path.splitext(os.path.basename(product_path)) - product_name = make_product_name(safe_name, common_attrs) root_stac_discovery = eopf_metadata.build_stac_discovery(product_name, manifest) title = eopf_metadata.make_product_type( common_attrs["mode"], common_attrs["product_type"] From 87336ef1b0522b76def5a3253c164eb642034fda Mon Sep 17 00:00:00 2001 From: Alessandro Amici Date: Wed, 28 Oct 2026 00:34:00 +0100 Subject: [PATCH 4/5] Fetch each XML file once, concurrently with dask Co-Authored-By: Claude Opus 5.5 --- xarray_sentinel/eopf_product.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/xarray_sentinel/eopf_product.py b/xarray_sentinel/eopf_product.py index c400e08..4343d4f 100644 --- a/xarray_sentinel/eopf_product.py +++ b/xarray_sentinel/eopf_product.py @@ -6,6 +6,7 @@ from collections.abc import Callable from typing import Any +import dask import fsspec import xarray as xr @@ -202,12 +203,11 @@ def open_datatree( check_files_exist=check_files_exist, fs=fs, ) - xml_files = { - path: io.BytesIO(fs.cat_file(path)) - for paths in groups.values() - for path in paths - if path.endswith(".xml") - } + # NOTE: an XML file is listed in several groups, e.g. the annotation in each metadata + # group, fetch each one once + xml_paths = sorted({p for ps in groups.values() for p in ps if p.endswith(".xml")}) + contents = dask.compute(*[dask.delayed(fs.cat_file)(p) for p in xml_paths]) # type: ignore + xml_files = {p: io.BytesIO(c) for p, c in zip(xml_paths, contents)} swath_pols: dict[str, list[str]] = {} for group in groups: From ad17be1f333030b80978bdc15ff044cbc3611d56 Mon Sep 17 00:00:00 2001 From: Alessandro Amici Date: Wed, 28 Oct 2026 01:47:04 +0100 Subject: [PATCH 5/5] Read the measurements in parallel, without the global rasterio lock Co-Authored-By: Claude Opus 5.5 --- xarray_sentinel/sentinel1.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/xarray_sentinel/sentinel1.py b/xarray_sentinel/sentinel1.py index 2569498..c5dbfbc 100644 --- a/xarray_sentinel/sentinel1.py +++ b/xarray_sentinel/sentinel1.py @@ -503,7 +503,9 @@ def open_rasterio_dataarray( # fsspec needs rasterio >= 1.3.0, but we allow earlier rasterio versions for local files if fs is None or isinstance(fs, fsspec.implementations.local.LocalFileSystem): try: - arr = xr.open_dataarray(measurement, engine="rasterio", chunks=chunks) + arr = xr.open_dataarray( + measurement, engine="rasterio", chunks=chunks, lock=False + ) except rasterio.RasterioIOError as ex: if "No such file" in str(ex): raise FileNotFoundError(str(ex)) from ex @@ -514,7 +516,7 @@ def open_rasterio_dataarray( # to hope that rasterio remote protocols works with fsspec urlpaths maybe_rasterio_urlpath = fs.unstrip_protocol(measurement) arr = xr.open_dataarray( - maybe_rasterio_urlpath, engine="rasterio", chunks=chunks + maybe_rasterio_urlpath, engine="rasterio", chunks=chunks, lock=False ) return arr