chore: format python in aitk

[xieofxie]

ipynb will be included later

[Copilot]

Pull request overview

This PR standardizes Python formatting across multiple AITK recipe scripts and replaces the previous auto-formatting approach with a Ruff-based lint/format step integrated into the .aitk/scripts/sanitize.py entrypoint.

Changes:

• Reformat many AITK Python scripts (imports, whitespace, line wrapping, dict/list formatting).
• Replace the removed auto_formatter.py path with a new ruff_check.py helper and add ruff to .aitk/scripts/requirements.txt.
• Minor cleanup tweaks across workflows/evaluation helpers (e.g., trailing commas, consistent quoting, small refactors from formatting).

Reviewed changes

Copilot reviewed 62 out of 65 changed files in this pull request and generated 3 comments.

Show a summary per file

File	Description
sd2-community-stable-diffusion-2-1/aitk/sd_utils/qdq.py	Import ordering/whitespace formatting.
sd2-community-stable-diffusion-2-1/aitk/sd_utils/ov.py	Import cleanup + formatting (dict formatting/trailing commas).
sd2-community-stable-diffusion-2-1/aitk/sd_utils/ort.py	Formatting of long calls / whitespace cleanup.
sd2-community-stable-diffusion-2-1/aitk/sd_utils/onnx_patch.py	Import ordering + whitespace cleanup.
sd2-community-stable-diffusion-2-1/aitk/sd_qnn_workflow.py	Formatting + subprocess invocation wrapping.
sd2-community-stable-diffusion-2-1/aitk/sd_qnn_evaluation.py	Formatting + consistent quoting/trailing commas.
sd2-community-stable-diffusion-2-1/aitk/sd_ov_workflow.py	Formatting + subprocess invocation wrapping.
sd2-community-stable-diffusion-2-1/aitk/sd_ov_evaluation.py	Formatting + consistent quoting/trailing commas.
sd2-community-stable-diffusion-2-1/aitk/evaluation.py	Comment formatting cleanup.
sd-legacy-stable-diffusion-v1-5/aitk/sd_utils/qdq.py	Import ordering/whitespace formatting.
sd-legacy-stable-diffusion-v1-5/aitk/sd_utils/ov.py	Import cleanup + formatting (dict formatting/trailing commas).
sd-legacy-stable-diffusion-v1-5/aitk/sd_utils/ort.py	Formatting of long calls / whitespace cleanup.
sd-legacy-stable-diffusion-v1-5/aitk/sd_utils/onnx_patch.py	Import ordering + whitespace cleanup.
sd-legacy-stable-diffusion-v1-5/aitk/sd_qnn_workflow.py	Formatting + subprocess invocation wrapping.
sd-legacy-stable-diffusion-v1-5/aitk/sd_qnn_evaluation.py	Formatting + consistent quoting/trailing commas.
sd-legacy-stable-diffusion-v1-5/aitk/sd_ov_workflow.py	Formatting + subprocess invocation wrapping.
sd-legacy-stable-diffusion-v1-5/aitk/sd_ov_evaluation.py	Formatting + consistent quoting/trailing commas.
sd-legacy-stable-diffusion-v1-5/aitk/evaluation.py	Comment formatting cleanup.
sam2.1-hiera-small/aitk/sam2_qnn_workflow.py	Formatting + subprocess invocation wrapping; import ordering.
sam2.1-hiera-small/aitk/sam2_qnn_evaluation.py	Formatting + import ordering; line wrapping.
sam2.1-hiera-small/aitk/sam2_mask_generator.py	Formatting + import cleanup and line wrapping.
sam2.1-hiera-small/aitk/generate_model.py	Formatting of torch.onnx.export calls.
sam-vit-base/aitk/user_script.py	Import ordering formatting.
sam-vit-base/aitk/sam_qnn_workflow.py	Formatting + subprocess invocation wrapping; import ordering.
sam-vit-base/aitk/sam_qnn_evaluation.py	Formatting + consistent quoting/trailing commas.
sam-vit-base/aitk/sam_mask_generator.py	Formatting + import cleanup and line wrapping.
sam-vit-base/aitk/model_patches.py	Formatting of keyword arguments spacing.
sam-vit-base/aitk/config.py	Whitespace formatting.
openai-whisper-large-v3-turbo/aitk/whisper_encoder_load.py	Import ordering + line wrapping.
openai-whisper-large-v3-turbo/aitk/whisper_decoder_load.py	Import ordering + line wrapping.
openai-whisper-large-v3-turbo/aitk/qnn_workflow.py	Formatting + subprocess invocation wrapping; minor string formatting cleanup.
openai-whisper-large-v3-turbo/aitk/qnn_run.py	Import ordering + formatting; small comment formatting.
openai-whisper-large-v3-turbo/aitk/qnn_evaluate.py	Formatting + import ordering; dict formatting.
openai-whisper-large-v3-turbo/aitk/qnn_app.py	Formatting of session initialization calls.
openai-whisper-large-v3-turbo/aitk/ov_workflow.py	Formatting + subprocess invocation wrapping.
openai-whisper-large-v3-turbo/aitk/ov_evaluate.py	Formatting + minor indentation cleanup and line wrapping.
openai-whisper-large-v3-turbo/aitk/convert_whisper_to_ovir.py	Formatting and line wrapping; consistent quoting; small helper refactors (layout only).
openai-clip-vit-large-patch14/aitk/user_script.py	Import ordering formatting.
openai-clip-vit-large-patch14/aitk/openai_clip_ov.py	Import ordering + minor function signature formatting.
openai-clip-vit-base-patch32/aitk/user_script.py	Import ordering formatting.
openai-clip-vit-base-patch32/aitk/openai_clip_ov.py	Import ordering + minor function signature formatting.
openai-clip-vit-base-patch16/aitk/user_script.py	Import ordering formatting.
openai-clip-vit-base-patch16/aitk/openai_clip_ov.py	Import ordering + minor function signature formatting.
OFA-Sys-chinese-clip-vit-base-patch16/aitk/openai_clip_ov.py	Import ordering + consistent quoting + line wrapping.
microsoft-resnet-50/aitk/imagenet.py	Import cleanup + formatting; minor condition formatting.
microsoft-resnet-50/aitk/imagenet-qnn-gpu.py	Import ordering formatting.
laion-CLIP-ViT-B-32-laion2B-s34B-b79K/aitk/user_script.py	Import ordering formatting.
laion-CLIP-ViT-B-32-laion2B-s34B-b79K/aitk/laion_clip_ov.py	Import ordering + minor function signature formatting.
intel-bert-base-uncased-mrpc/aitk/user_script.py	Import ordering formatting.
google-vit-base-patch16-224/aitk/vit-base-patch16-224.py	Import cleanup + formatting; minor condition formatting.
google-bert-bert-base-multilingual-cased/aitk/user_script.py	Formatting + line wrapping of dataset loading call.
.aitk/scripts/sanitize/parameters.py	Formatting for long json.dumps call.
.aitk/scripts/sanitize/model_parameter.py	Formatting of long conditionals and function calls.
.aitk/scripts/sanitize/generator_qnn.py	Fix invalid f-string formatting + import ordering.
.aitk/scripts/sanitize/generator_intel.py	Fix invalid f-string formatting + import ordering.
.aitk/scripts/sanitize/generator_amd.py	Fix invalid f-string formatting + import ordering.
.aitk/scripts/sanitize/file_validation.py	Consistent quoting in error message.
.aitk/scripts/sanitize.py	Switch to Ruff-based formatting/check integration.
.aitk/scripts/ruff_check.py	New Ruff lint/format runner for .aitk/ and */aitk/.
.aitk/scripts/requirements.txt	Pin script dependencies and add Ruff.
.aitk/scripts/requirements_check.py	Minor whitespace formatting.
.aitk/scripts/project_processor.py	Formatting-only changes (sorting lambdas, slicing spacing, line wrapping).
.aitk/scripts/install_freeze.py	Remove unused variable assignment from subprocess.run.
.aitk/scripts/bump_model_versions.py	Minor slicing/whitespace formatting.
.aitk/scripts/auto_formatter.py	Removed (replaced by Ruff-based approach).

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