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Summary of ChangesHello @mose-zm, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request enhances the image synthesis capabilities by improving the handling of input images and refining the logic for determining the task type. It introduces more robust processing for multiple input images, including local file uploads, and adds explicit support for the "wan2.5-i2i" model to correctly identify image-to-image tasks. Highlights
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Code Review
This pull request adds support for the wan2.5-i2i model in image synthesis. The changes correctly handle local image file uploads for the images parameter and refactor the logic for determining the task type based on the model name. My review includes suggestions to improve code conciseness and maintainability by simplifying a conditional check and inlining a single-use helper function, which also addresses an inconsistency in comment language.
| inputs[NEGATIVE_PROMPT] = negative_prompt | ||
| if images is not None: | ||
| inputs[IMAGES] = images | ||
| if images is not None and images and len(images) > 0: |
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The condition to check if images is a non-empty list is redundant. In Python, you can simply use if images:, which evaluates to True for non-empty lists and False for None or empty lists. This is more idiomatic and readable.
| if images is not None and images and len(images) > 0: | |
| if images: |
| def __get_i2i_task(task, model) -> str: | ||
| # 处理task参数：优先使用有效的task值 | ||
| if task is not None and task != "": | ||
| return task | ||
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| # 根据model确定任务类型 | ||
| if model is not None and model != "": | ||
| if 'imageedit' in model or "wan2.5-i2i" in model: | ||
| return 'image2image' | ||
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| # 默认返回文本到图像任务 | ||
| return ImageSynthesis.task | ||
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| task = __get_i2i_task(task, model) |
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This nested function __get_i2i_task is defined and then called only once, which adds unnecessary complexity. The logic can be inlined for better readability.
A few other points:
- The double underscore prefix
__is typically used for name mangling in classes and is not needed for a local helper function. A single underscore_would be more appropriate if the function were kept. - The comments are in Chinese, which is inconsistent with the rest of the file's English comments. It's best to maintain a single language for comments within a file.
I suggest replacing the function definition and call with the equivalent inlined logic.
| def __get_i2i_task(task, model) -> str: | |
| # 处理task参数：优先使用有效的task值 | |
| if task is not None and task != "": | |
| return task | |
| # 根据model确定任务类型 | |
| if model is not None and model != "": | |
| if 'imageedit' in model or "wan2.5-i2i" in model: | |
| return 'image2image' | |
| # 默认返回文本到图像任务 | |
| return ImageSynthesis.task | |
| task = __get_i2i_task(task, model) | |
| if not task: | |
| if model and ('imageedit' in model or 'wan2.5-i2i' in model): | |
| task = 'image2image' | |
| else: | |
| task = ImageSynthesis.task |
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