From 9f8f689615fb1695124ce0d7c19fabf1c40423a0 Mon Sep 17 00:00:00 2001 From: Michiel Van Ginderachter Date: Wed, 28 Oct 2026 10:02:30 +0000 Subject: [PATCH 1/4] Remove leftover loaders package and finish loader separation (for v0.2.0) PR #27 moved dataset loading and validation to mlwp-data-loaders but left a broken src/mxalign/loaders/ package behind. Remove it and finish the separation for the v0.2.0 release. - Delete src/mxalign/loaders/ and drop it from __all__ - Runner.load_datasets now calls mlwp_data_loaders.load_and_validate_dataset; grid_mapping is applied afterwards via ds.mx.add_grid_mapping - loader: in YAML configs is now a dotted module path or a .py file - Update README, example config and changelog (with migration note) Co-Authored-By: Claude Sonnet 5.5 --- CHANGELOG.md | 1 + README.md | 14 +++--- examples/config.yaml | 6 +-- src/mxalign/__init__.py | 1 - src/mxalign/loaders/__init__.py | 13 ------ src/mxalign/loaders/ifs_forecast.py | 67 ----------------------------- src/mxalign/runner.py | 15 +++---- 7 files changed, 20 insertions(+), 97 deletions(-) delete mode 100644 src/mxalign/loaders/__init__.py delete mode 100644 src/mxalign/loaders/ifs_forecast.py diff --git a/CHANGELOG.md b/CHANGELOG.md index be3df9f..0d20fe6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed - Remove dataset loading and dataset validation and outsource it to [mlwp-data-loaders](https://github.com/mlwp-tools/mlwp-data-loaders) and [mlwp-data-specs](https://github.com/mlwp-tools/mlwp-data-specs) @michielv + **Migration:** `mxalign.loaders` is gone. In YAML configs, `loader:` is now a dotted module path from `mlwp_data_loaders` (e.g. `mlwp_data_loaders.loaders.anemoi.anemoi_inference`, `...anemoi.anemoi_datasets`, `...harp.obstable`, `...ifs.forecast`) or a path to a local `.py` file defining `load_dataset(paths, **kwargs)`. In Python, use `mlwp_data_loaders.load_and_validate_dataset(paths, loader=...)`. The `grid_mapping:` key is still applied by `Runner` after loading. - Store dataset properties as netCDF-safe individual attributes while keeping read compatibility with legacy `attrs["properties"]` dict/JSON data. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds - Added CI test workflow with first unit tests. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds - Added optional `ifs` dependency group with `cfgrib`, `eccodes`, and `eccodeslib`. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds diff --git a/README.md b/README.md index 9f762c1..17aaba4 100644 --- a/README.md +++ b/README.md @@ -24,8 +24,12 @@ import mlwp_data_loaders as dl import mxalign as mx # Load datasets — traits are attached by the loader -ds_obs = dl.load("observations_loader", files=["obs.nc"]) -ds_fcst = dl.load("anemoi_inference", files=["forecast.nc"]) +ds_obs = dl.load_and_validate_dataset( + ["obs.sqlite"], loader="mlwp_data_loaders.loaders.harp.obstable" +) +ds_fcst = dl.load_and_validate_dataset( + ["forecast.nc"], loader="mlwp_data_loaders.loaders.anemoi.anemoi_inference" +) # Align the forecast spatially to match the observation reference ds_fcst_aligned = mx.align_space(ds_fcst, reference=ds_obs, method="interpolation") @@ -49,10 +53,10 @@ The configuration file is divided into several main sections: datasets: # Define datasets to load, specifying the loader, files, and variables obs_data: - loader: observations_loader - files: ["obs.nc"] + loader: mlwp_data_loaders.loaders.harp.obstable + files: ["obs.sqlite"] fcst_data: - loader: anemoi_inference + loader: mlwp_data_loaders.loaders.anemoi.anemoi_inference files: ["forecast.nc"] transformations: diff --git a/examples/config.yaml b/examples/config.yaml index 2a73fc6..4015505 100644 --- a/examples/config.yaml +++ b/examples/config.yaml @@ -7,17 +7,17 @@ dates: datasets: la-1024-ea-00: - loader: anemoi-inference + loader: mlwp_data_loaders.loaders.anemoi.anemoi_inference files: /scratch/project_465000527/vandenbl/sg-la-comparison/inference-out/la-1024-01-ea-00/{reference_time:strftime(%Y%m%d%H)}.nc #grid_mapping: CERRA variables: ["2t","10u","10v","msl"] cerra: - loader: anemoi-datasets + loader: mlwp_data_loaders.loaders.anemoi.anemoi_datasets files: /scratch/project_465002133/datasets/cerra-rr-an-oper-0001-mars-5p5km-1984-2020-3h-v2-rmi.zarr #grid_mapping: CERRA variables: ["2t_2", "10u_10", "10v_10", "msl_0"] # synop: - # loader: mxalign + # loader: mlwp_data_loaders.loaders.harp.obstable # files: /scratch/project_465002133/datasets/observations/cerra_synops_2020.nc # variables: ["2t","10si","msl"] transformations: diff --git a/src/mxalign/__init__.py b/src/mxalign/__init__.py index 61576c3..1ce5e4f 100644 --- a/src/mxalign/__init__.py +++ b/src/mxalign/__init__.py @@ -19,7 +19,6 @@ "align_time", "align_space", "accessors", - "loaders", "transformations", "interpolations", ] diff --git a/src/mxalign/loaders/__init__.py b/src/mxalign/loaders/__init__.py deleted file mode 100644 index 329bfa3..0000000 --- a/src/mxalign/loaders/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ -from . import anemoi_datasets -from . import anemoi_inference -from . import harp_obstable -from . import ifs_forecast -from . import base - -__all__ = [ - "anemoi_datasets", - "anemoi_inference", - "ifs_forecast", - "harp_obstable", - "base", -] diff --git a/src/mxalign/loaders/ifs_forecast.py b/src/mxalign/loaders/ifs_forecast.py deleted file mode 100644 index db02942..0000000 --- a/src/mxalign/loaders/ifs_forecast.py +++ /dev/null @@ -1,67 +0,0 @@ -import xarray as xr - -from .registry import register_loader -from ..properties.properties import Space, Time, Uncertainty -from .base import BaseLoader - - -@register_loader -class IFSForecastLoader(BaseLoader): - try: - import cfgrib - except Exception: - raise ImportError("Please install the cfgrib package to load IFS-Forecasts") - - name = "ifs-forecast" - - space = Space.GRID - time = Time.FORECAST - uncertainty = None - - def _load(self): - kwargs = self.kwargs.copy() - files = [self.files] if isinstance(self.files, str) else self.files - - ds = xr.open_mfdataset( - files, - combine="nested", - concat_dim="time", - chunks={ - "time": 1, - "step": -1, - "values": -1, - }, - **kwargs, - ) - - ds.coords["longitude"] = (ds.coords["longitude"] + 180.0) % 360.0 - 180.0 - - rename_dims = { - "time": "reference_time", - "step": "lead_time", - "values": "grid_index", - } - rename_vars = { - "time": "reference_time", - "step": "lead_time", - } - - if "number" in ds.dims and "number" in ds.coords: - rename_dims["number"] = "member" - rename_vars["number"] = "member" - else: - ds = ds.drop_vars("number") - - ds = ds.rename_dims({k: v for k, v in rename_dims.items() if k in ds.dims}) - ds = ds.rename_vars({k: v for k, v in rename_vars.items() if k in ds.variables}) - - if "surface" in ds.variables: - ds = ds.drop_vars("surface") - - if "member" in ds.dims: - self.uncertainty = Uncertainty.ENSEMBLE - elif "quantile" in ds.dims: - self.uncertainty = Uncertainty.QUANTILE - else: - self.uncertainty = Uncertainty.DETERMINISTIC - return ds.transpose("reference_time", "lead_time", ...) diff --git a/src/mxalign/runner.py b/src/mxalign/runner.py index aff4398..1904546 100644 --- a/src/mxalign/runner.py +++ b/src/mxalign/runner.py @@ -1,8 +1,8 @@ import os import xarray as xr +from mlwp_data_loaders import load_and_validate_dataset from .utils.config import Config -from .loaders.loader import load from .transformations.transform import transform from .align.time import align_time from .align.space import align_space @@ -42,13 +42,12 @@ def load_datasets(self): files.append(file) else: print(f"File: {file} is missing, skipping.") - self.datasets[name] = load( - name=loader, - files=files, - variables=variables, - grid_mapping=grid_mapping, - **config_ds, - ) + if variables is not None: + config_ds["variables"] = variables + ds = load_and_validate_dataset(files, loader=loader, **config_ds) + if grid_mapping is not None: + ds = ds.mx.add_grid_mapping(grid_mapping) + self.datasets[name] = ds def transform_datasets(self): config = self.config["transformations"] From 2167713a9f776c93d534ee8bcf709e80004d0277 Mon Sep 17 00:00:00 2001 From: Michiel Van Ginderachter Date: Wed, 28 Oct 2026 10:25:13 +0000 Subject: [PATCH 2/4] Allow "obstable" in codespell (loader module name, for v0.2.0) Co-Authored-By: Claude Sonnet 5.5 --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7d69219..70b8957 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -16,7 +16,7 @@ repos: rev: v2.4.2 hooks: - id: codespell - args: [--ignore-words-list=COO, --ignore-regex=^\s*"image\/png":\s.*] + args: ["--ignore-words-list=COO,obstable", --ignore-regex=^\s*"image\/png":\s.*] - repo: https://github.com/astral-sh/ruff-pre-commit rev: v0.15.20 From 1fb7ed1e417514c7cba63743b40ede6bb5b0cda9 Mon Sep 17 00:00:00 2001 From: Michiel Van Ginderachter Date: Wed, 28 Oct 2026 12:40:20 +0000 Subject: [PATCH 3/4] Address review: drop stale ifs extra, clarify obstable README, tidy codespell args Co-Authored-By: Claude Sonnet 5.5 --- .pre-commit-config.yaml | 4 +- CHANGELOG.md | 2 +- README.md | 4 +- pyproject.toml | 5 - uv.lock | 3639 +++++++++++++++++++-------------------- 5 files changed, 1802 insertions(+), 1852 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 70b8957..c844187 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -16,7 +16,9 @@ repos: rev: v2.4.2 hooks: - id: codespell - args: ["--ignore-words-list=COO,obstable", --ignore-regex=^\s*"image\/png":\s.*] + args: + - --ignore-words-list=COO,obstable + - --ignore-regex=^\s*"image\/png":\s.* - repo: https://github.com/astral-sh/ruff-pre-commit rev: v0.15.20 diff --git a/CHANGELOG.md b/CHANGELOG.md index 0d20fe6..ce4f4f3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,10 +9,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed - Remove dataset loading and dataset validation and outsource it to [mlwp-data-loaders](https://github.com/mlwp-tools/mlwp-data-loaders) and [mlwp-data-specs](https://github.com/mlwp-tools/mlwp-data-specs) @michielv + The optional `ifs` extra is removed; GRIB/IFS dependencies are now handled by `mlwp-data-loaders`. **Migration:** `mxalign.loaders` is gone. In YAML configs, `loader:` is now a dotted module path from `mlwp_data_loaders` (e.g. `mlwp_data_loaders.loaders.anemoi.anemoi_inference`, `...anemoi.anemoi_datasets`, `...harp.obstable`, `...ifs.forecast`) or a path to a local `.py` file defining `load_dataset(paths, **kwargs)`. In Python, use `mlwp_data_loaders.load_and_validate_dataset(paths, loader=...)`. The `grid_mapping:` key is still applied by `Runner` after loading. - Store dataset properties as netCDF-safe individual attributes while keeping read compatibility with legacy `attrs["properties"]` dict/JSON data. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds - Added CI test workflow with first unit tests. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds -- Added optional `ifs` dependency group with `cfgrib`, `eccodes`, and `eccodeslib`. [\#21](https://github.com/mlwp-tools/mxalign/pull/21) @observingClouds - Added CI action for package build and upload to pypi.org on releases. [\#28](https://github.com/mlwp-tools/mxalign/pull/28) @leifdenby ## [0.1.0](https://github.com/mlwp-tools/mxalign/releases/tag/v0.1.0) diff --git a/README.md b/README.md index 17aaba4..29cded1 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,9 @@ These traits are defined and validated by [`mlwp-data-specs`](https://github.com import mlwp_data_loaders as dl import mxalign as mx -# Load datasets — traits are attached by the loader +# Load datasets — traits are attached by the loader. +# The `harp.obstable` loader reads SQLite obstables (netCDF observation +# files are no longer supported by a built-in loader). ds_obs = dl.load_and_validate_dataset( ["obs.sqlite"], loader="mlwp_data_loaders.loaders.harp.obstable" ) diff --git a/pyproject.toml b/pyproject.toml index e890216..dc42813 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,11 +31,6 @@ mxalign = "mxalign.cli:main" earthkit = [ "earthkit-meteo>=0.6.1", ] -ifs = [ - "cfgrib>=0.9.15.1", - "eccodes>=2.45.0", - 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