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feat: Read channel colors from *.czi metadata
#1198
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Reviewer's Guide by SourceryThis pull request adds functionality to read channel colors from CZI metadata in the PartSegImage library. The changes primarily affect the image reader and image classes, enhancing the handling of channel information, particularly for CZI files. File-Level Changes
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WalkthroughThe pull request introduces enhancements to the Changes
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Recent review detailsConfiguration used: CodeRabbit UI Files selected for processing (1)
Files skipped from review as they are similar to previous changes (1)
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Hey @Czaki - I've reviewed your changes - here's some feedback:
Overall Comments:
- Consider using
Union[str, List[int]]instead ofstr | list[int]for more specific type hinting in theget_colorsmethod inimage.py.
Here's what I looked at during the review
- 🟡 General issues: 1 issue found
- 🟢 Security: all looks good
- 🟡 Testing: 1 issue found
- 🟢 Complexity: all looks good
- 🟢 Documentation: all looks good
Help me be more useful! Please click 👍 or 👎 on each comment to tell me if it was helpful.
package/PartSegImage/image_reader.py
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| def _get_channel_info(self): | ||
| return [ | ||
| ChannelInfo(name=name, color_map=color, contrast_limits=contrast_limits) | ||
| for name, color, contrast_limits in zip_longest( |
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suggestion: Consider clarifying the usage of zip_longest and li_if_no functions
The zip_longest function could be more explicit by using itertools.zip_longest. Additionally, the purpose of li_if_no is not immediately clear from its name. Consider adding a brief comment explaining these functions or renaming li_if_no to something more descriptive.
for name, color, contrast_limits in itertools.zip_longest(
list_or_none(self.channel_names),
list_or_none(self.colors),
list_or_none(self.ranges)
| assert image.layers == 1 | ||
| assert image.get_colors() == ["#FFFFFF", "#FF0000", "#00FF00", "#0000FF"] |
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suggestion (testing): Consider adding more comprehensive tests for the new color reading functionality
While the added assertion checks for the correct colors, it would be beneficial to add more tests to cover different scenarios. For example, test cases for CZI files with a single channel, files without color information, or files with non-standard color representations. This would ensure the new functionality is robust across various input types.
assert image.layers == 1
assert image.get_colors() == ["#FFFFFF", "#FF0000", "#00FF00", "#0000FF"]
# Test single channel CZI file
single_channel_image = load_image(single_channel_czi_path)
assert single_channel_image.layers == 1
assert len(single_channel_image.get_colors()) == 1
# Test CZI file without color information
no_color_image = load_image(no_color_czi_path)
assert no_color_image.get_colors() == []
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Actionable comments posted: 0
Outside diff range and nitpick comments (4)
package/tests/test_PartSegImage/test_image_reader.py (1)
42-42: LGTM! Consider adding a comment for clarity.The new assertion correctly checks the color values returned by
image.get_colors(), which aligns with the PR objective of reading channel colors from CZI metadata. This addition enhances the test coverage by verifying the color information associated with the image.Consider adding a brief comment explaining the significance of these color values, e.g.:
# Verify that the correct channel colors are read from the CZI metadata assert image.get_colors() == ["#FFFFFF", "#FF0000", "#00FF00", "#0000FF"]This would provide context for future developers or reviewers about the purpose of this specific assertion.
package/PartSegImage/image_reader.py (2)
136-137: LGTM! Consider adding type hints for clarity.The addition of
self.colorsandself.rangesattributes, along with the new_get_channel_infomethod, improves the handling of channel information. The use ofzip_longestensures that the method can handle cases where the lengths ofchannel_names,colors, andrangesmight differ.Consider adding type hints to the
_get_channel_infomethod for improved clarity:- def _get_channel_info(self): + def _get_channel_info(self) -> List[ChannelInfo]:Also, you might want to add type hints for the
self.colorsandself.rangesattributes in the__init__method:- self.colors = None - self.ranges = None + self.colors: Optional[List[Tuple[int, int, int]]] = None + self.ranges: Optional[List[Tuple[float, float]]] = NoneAlso applies to: 143-149
381-387: LGTM! Consider adding error handling for metadata extraction.The changes in the
CziImageReaderclass improve the handling of channel metadata, supporting both single-channel and multi-channel cases. The use of_get_channel_infoin the image object creation ensures consistency with the new implementation.Consider adding error handling for cases where the expected metadata structure is not present:
with suppress(KeyError): channel_meta = metadata["ImageDocument"]["Metadata"]["DisplaySetting"]["Channels"]["Channel"] if isinstance(channel_meta, dict): # single channel saved in czifile channel_meta = [channel_meta] - self.channel_names = [x["Name"] for x in channel_meta] - self.colors = [x["Color"] for x in channel_meta] + self.channel_names = [x.get("Name", f"Channel {i+1}") for i, x in enumerate(channel_meta)] + self.colors = [x.get("Color", (255, 255, 255)) for x in channel_meta]This change ensures that default values are used if "Name" or "Color" keys are missing in the metadata.
Also applies to: 398-398
package/PartSegImage/image.py (1)
Line range hint
919-929: LGTM! Consider a minor improvement for clarity.The changes to the
get_colorsmethod look good. The addition of the return type hint improves code readability and type checking. The implementation correctly handles different color representations (strings, 2D arrays, and 1D arrays).For improved clarity, consider adding a brief docstring explaining the method's purpose and the format of the returned colors. For example:
def get_colors(self) -> list[str | list[int]]: """ Get the colors for each channel in the image. Returns: A list where each element is either a color name (str) or an RGB color represented as a list of integers. """ # ... rest of the method implementation
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (3)
- package/PartSegImage/image.py (1 hunks)
- package/PartSegImage/image_reader.py (4 hunks)
- package/tests/test_PartSegImage/test_image_reader.py (1 hunks)
Additional comments not posted (4)
package/tests/test_PartSegImage/test_image_reader.py (1)
Line range hint
1-42: Overall, the change enhances test coverage without introducing issues.The addition of the color assertion in the
test_czi_file_readmethod strengthens the test coverage for CZI file reading. It's consistent with the existing testing style and doesn't introduce any potential issues or conflicts with other tests in the file.package/PartSegImage/image_reader.py (3)
540-540: LGTM! Consistent use of the new_get_channel_infomethod.The update in the
TiffImageReaderclass to use the new_get_channel_infomethod when creating the image object is consistent with the changes in other classes. This ensures a uniform approach to handling channel information across different file formats.
Line range hint
1-675: Summary: Improved channel information handling across image readersThe changes in this file significantly enhance the handling of channel information across different image reader classes. The introduction of the
_get_channel_infomethod in the base class provides a consistent way to createChannelInfoobjects, which is then utilized by the various image reader classes.Key improvements:
- Addition of
colorsandrangesattributes to store channel-specific information.- Implementation of
_get_channel_infomethod to createChannelInfoobjects consistently.- Updates in
CziImageReaderto extract channel names and colors from CZI metadata.- Consistent use of
_get_channel_infoin image object creation across different reader classes.These changes align well with the PR objective of reading channel colors from CZI metadata and also improve the overall structure and consistency of channel information handling across different file formats.
Line range hint
1-675: Verify the removal ofself.colorsfromTiffImageReaderconstructor.The AI-generated summary mentions that the
self.colorsattribute has been removed from theTiffImageReaderconstructor. However, this change is not visible in the provided code snippet. This removal is consistent with the new implementation where colors are handled by the base class.Please confirm that the
self.colorsattribute has indeed been removed from theTiffImageReaderconstructor. If it has been removed, ensure that this change doesn't affect any other parts of the class that might have been relying on this attribute being initialized in the constructor.
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## develop #1198 +/- ##
===========================================
+ Coverage 93.12% 93.13% +0.01%
===========================================
Files 210 210
Lines 33105 33105
===========================================
+ Hits 30828 30833 +5
+ Misses 2277 2272 -5 ☔ View full report in Codecov by Sentry. |
*.czi metadata
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Actionable comments posted: 1
Outside diff range and nitpick comments (2)
package/PartSegImage/image_reader.py (2)
32-34: Suggestion: Add a docstring toempty_list_if_nonefunctionAdding a docstring to
empty_list_if_nonewould improve code readability by explaining its purpose and usage.
143-150: Suggestion: Add a docstring to_get_channel_infomethodIncluding a docstring for
_get_channel_infowould enhance maintainability by explaining how it constructs the list ofChannelInfoobjects from the channel-related attributes.
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (3)
- .github/project_dict.pws (1 hunks)
- package/PartSegImage/image_reader.py (5 hunks)
- package/tests/test_PartSegImage/test_image_reader.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
- package/tests/test_PartSegImage/test_image_reader.py
Additional comments not posted (4)
.github/project_dict.pws (1)
14-14: LGTM: Addition of 'czi' to the project dictionaryThe addition of 'czi' to the project dictionary is appropriate and aligns with the PR objective of reading channel colors from CZI metadata. This will prevent spell-checking tools from flagging 'czi' as a misspelling in the project's documentation and code comments.
package/PartSegImage/image_reader.py (3)
381-387: LGTM: Correct extraction of channel metadata from CZI filesThe code correctly reads
channel_namesandcolorsfrom the CZI metadata, which aligns with the PR objective to read channel colors from CZI files.
398-398: Ensurechannel_infois correctly passed toimage_classPassing
channel_info=self._get_channel_info()when creating the image object ensures that channel information is accurately included.
540-540: Consistent inclusion ofchannel_infoin image creationAdding
channel_info=self._get_channel_info()maintains consistency in how channel information is handled across different image readers.
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Add reading information about channel colors from
czifiles.Summary by Sourcery
Implement reading of channel colors from CZI metadata, refactor channel information handling, and add a test to ensure correct color extraction.
New Features:
Enhancements:
_get_channel_infofor better code organization.Tests:
Summary by CodeRabbit
New Features
PartSegImageclass for retrieving channel information.readmethod to populate color attributes from image metadata.czi, to the project dictionary for expanded functionality.Improvements
get_colorsmethod.Bug Fixes
get_colors()method returns the expected color values.