Fix ruff formatting for interleaved module

[VibhuJawa]

Summary

• Apply ruff format auto-fixes from pre-commit hooks to 9 files introduced/modified in [REVIEW] Add multimodal reader/writer pipeline and scoped benchmarks #1517
• No logic changes — purely formatting (line wrapping, trailing commas, string quoting)

Files changed

• benchmarking/scripts/multimodal_mint1t_benchmark.py
• nemo_curator/stages/interleaved/io/readers/webdataset.py
• nemo_curator/tasks/interleaved.py
• tests/stages/interleaved/test_interleaved_task.py
• tests/stages/interleaved/test_materialization.py
• tests/stages/interleaved/test_multimodal_core.py
• tests/stages/interleaved/test_multimodal_reader.py
• tests/stages/interleaved/test_multimodal_writer.py
• tutorials/multimodal/mint1t_mvp_pipeline.py

Test plan

• All pre-commit hooks pass (ruff, ruff format, trailing whitespace, etc.)
• CI passes (no logic changes, formatting only)

Made with Cursor

[greptile-apps]

Greptile Summary

This PR applies ruff format auto-fixes to 9 files introduced/modified in #1517, ensuring the interleaved multimodal module passes pre-commit hooks. The changes are purely cosmetic, with no logic or behavioral differences.

• Line wrapping: Long single-line function calls (e.g., pipeline.add_stage(InterleavedAspectRatioFilterStage(...)), method signatures) are split across multiple lines to comply with the project's 119-character line length limit.
• Dict/argument expansion: Inline dictionary literals and constructor arguments (e.g., pd.DataFrame({...}), InterleavedBatch(task_id=..., dataset_name=...)) are reformatted to one key-value or argument per line.
• Collapsing short expressions: Two _image_task([_image_row(...)]) calls in test_multimodal_core.py are collapsed from multi-line to single line, as both fit within 119 characters — this is consistent with ruff format's magic trailing comma behavior.
• String concatenation: One multi-line implicit string concatenation (f"..." f"...") in webdataset.py is collapsed to a single f-string (fits within 119 chars).

Confidence Score: 5/5

• This PR is safe to merge — all changes are mechanical ruff format auto-fixes with no logic modifications.
• Every change is a pure formatting transformation (line wrapping, argument expansion, trailing comma addition, or short-expression collapsing) produced by ruff format against the project's configured 119-character line length. No conditional logic, data flow, imports, or API signatures were altered.
• No files require special attention.

Important Files Changed

Filename	Overview
benchmarking/scripts/multimodal_mint1t_benchmark.py	Single formatting change: wraps pipeline.add_stage(InterleavedAspectRatioFilterStage(...)) onto multiple lines to comply with 119-char line limit. No logic changes.
nemo_curator/stages/interleaved/io/readers/webdataset.py	Several formatting changes: method signatures expanded to one-argument-per-line, inline dict literals reformatted as multi-line, and one multi-line error message string collapsed to a single line (fits within 119 chars). No logic changes.
nemo_curator/tasks/interleaved.py	Single formatting change: inline ref dict in build_source_ref expanded to one key-value pair per line. No logic changes.
tests/stages/interleaved/test_interleaved_task.py	Single formatting change: InterleavedBatch.build_source_ref(...) call arguments expanded to one per line. No logic changes.
tests/stages/interleaved/test_materialization.py	Multiple formatting changes: pd.DataFrame({...}) dict literals and InterleavedBatch(task_id=..., dataset_name=...) constructor calls expanded to multi-line. No logic changes.
tests/stages/interleaved/test_multimodal_core.py	Extensive formatting changes across many test functions: inline row dicts expanded to multi-line, and two _image_task([...]) calls collapsed from multi-line to single line (both fit within 119-char limit). No logic changes.
tests/stages/interleaved/test_multimodal_reader.py	Multiple formatting changes: WebdatasetReaderStage(...) and FileGroupTask(...) constructor arguments expanded to one per line. No logic changes.
tests/stages/interleaved/test_multimodal_writer.py	Multiple formatting changes: pd.DataFrame([{...}]) and pa.Table.from_pylist([{...}]) calls expanded to multi-line, InterleavedParquetWriterStage(...) arguments split to one per line. No logic changes.
tutorials/multimodal/mint1t_mvp_pipeline.py	Single formatting change: wraps pipe.add_stage(InterleavedAspectRatioFilterStage(...)) onto multiple lines. No logic changes.

Sequence Diagram

sequenceDiagram
    participant Pipeline
    participant WebdatasetReaderStage
    participant InterleavedBatch
    participant InterleavedAspectRatioFilterStage
    participant InterleavedParquetWriterStage

    Pipeline->>WebdatasetReaderStage: process(FileGroupTask)
    WebdatasetReaderStage->>WebdatasetReaderStage: _build_source_ref(ctx, content_key)
    WebdatasetReaderStage->>InterleavedBatch: build_source_ref(path, member, byte_offset, byte_size)
    WebdatasetReaderStage-->>Pipeline: InterleavedBatch (rows)

    Pipeline->>InterleavedAspectRatioFilterStage: process(InterleavedBatch)
    InterleavedAspectRatioFilterStage-->>Pipeline: filtered InterleavedBatch

    Pipeline->>InterleavedParquetWriterStage: process(InterleavedBatch)
    InterleavedParquetWriterStage-->>Pipeline: written FileGroupTask

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_{Last reviewed commit: 64b0f3c}