Source code for satpy.writers.core.image

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"""Shared objects for writing image-like output."""
from __future__ import annotations

import typing

from satpy.enhancements.enhancer import get_enhanced_image
from satpy.writers.core.base import Writer

if typing.TYPE_CHECKING:
    from trollimage.xrimage import XRImage


[docs] class ImageWriter(Writer): """Base writer for image file formats."""
[docs] def __init__(self, name=None, filename=None, base_dir=None, enhance=None, **kwargs): """Initialize image writer object. Args: name (str): A name for this writer for log and error messages. If this writer is configured in a YAML file its name should match the name of the YAML file. Writer names may also appear in output file attributes. filename (str): Filename to save data to. This filename can and should specify certain python string formatting fields to differentiate between data written to the files. Any attributes provided by the ``.attrs`` of a DataArray object may be included. Format and conversion specifiers provided by the :class:`trollsift <trollsift.parser.StringFormatter>` package may also be used. Any directories in the provided pattern will be created if they do not exist. Example:: {platform_name}_{sensor}_{name}_{start_time:%Y%m%d_%H%M%S}.tif base_dir (str | Path): Base destination directories for all created files. enhance (bool or Enhancer): Whether to automatically enhance data to be more visually useful and to fit inside the file format being saved to. By default, this will default to using the enhancement configuration files found using the default :class:`~satpy.enhancements.enhancer.Enhancer` class. This can be set to `False` so that no enhancements are performed. This can also be an instance of the :class:`~satpy.enhancements.enhancer.Enhancer` class if further custom enhancement is needed. kwargs (dict): Additional keyword arguments to pass to the :class:`~satpy.writers.core.base.Writer` base class. .. versionchanged:: 0.10 Deprecated `enhancement_config_file` and 'enhancer' in favor of `enhance`. Pass an instance of the `Enhancer` class to `enhance` instead. """ super().__init__(name, filename, base_dir, **kwargs) if enhance is False: # No enhancement self.enhancer = False elif enhance is None or enhance is True: # default enhancement from satpy.enhancements.enhancer import Enhancer enhancement_config = self.info.get("enhancement_config", None) self.enhancer = Enhancer(enhancement_config_file=enhancement_config) else: # custom enhancer self.enhancer = enhance
[docs] @classmethod def separate_init_kwargs(cls, kwargs): """Separate the init kwargs.""" # FUTURE: Don't pass Scene.save_datasets kwargs to init and here init_kwargs, kwargs = super(ImageWriter, cls).separate_init_kwargs(kwargs) for kw in ["enhancement_config", "enhance"]: if kw in kwargs: init_kwargs[kw] = kwargs.pop(kw) return init_kwargs, kwargs
[docs] def save_dataset(self, dataset, filename=None, fill_value=None, overlay=None, decorate=None, compute=True, units=None, **kwargs): """Save the ``dataset`` to a given ``filename``. This method creates an enhanced image using :func:`~satpy.enhancements.enhancer.get_enhanced_image`. The image is then passed to :meth:`save_image`. See both of these functions for more details on the arguments passed to this method. """ if units is not None: import pint_xarray # noqa dataset = dataset.pint.quantify().pint.to(units).pint.dequantify() img = get_enhanced_image(dataset.squeeze(), enhance=self.enhancer, overlay=overlay, decorate=decorate, fill_value=fill_value) return self.save_image(img, filename=filename, compute=compute, fill_value=fill_value, **kwargs)
[docs] def save_image( self, img: XRImage, filename: str | None = None, compute: bool = True, **kwargs ): """Save Image object to a given ``filename``. Args: img (trollimage.xrimage.XRImage): Image object to save to disk. filename (str): Optionally specify the filename to save this dataset to. It may include string formatting patterns that will be filled in by dataset attributes. compute (bool): If `True` (default), compute and save the dataset. If `False` return either a :doc:`dask:delayed` object or tuple of (source, target). See the return values below for more information. **kwargs: Other keyword arguments to pass to this writer. Returns: Value returned depends on `compute`. If `compute` is `True` then the return value is the result of computing a :doc:`dask:delayed` object or running :func:`dask.array.store`. If `compute` is `False` then the returned value is either a :doc:`dask:delayed` object that can be computed using `delayed.compute()` or a tuple of (source, target) that should be passed to :func:`dask.array.store`. If target is provided the the caller is responsible for calling `target.close()` if the target has this method. """ raise NotImplementedError("Writer '%s' has not implemented image saving" % (self.name,))