[data][llm][doc] Add in resiliency section and refine doc code #60594
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New resiliency section: |
…behavior Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
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| ds = ray.data.read_parquet(input_path) | ||
| ds = processor(ds) | ||
| ds.write_parquet(output_path) | ||
| # __checkpoint_usage_example_end__ |
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Checkpoint demo runs during module import
High Severity
The new checkpoint example executes at import time: it deletes and recreates /tmp/llm_checkpoint_demo/*, sets global ray.data.DataContext checkpoint config, then calls ray.data.read_parquet(input_path) and write_parquet(output_path) without creating any input data. This can fail CI/docs builds and introduces unexpected filesystem and global state side effects.
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| # __checkpoint_usage_example_start__ | ||
| processor_config = vLLMEngineProcessorConfig( | ||
| model_source="Qwen/Qwen3-0.6B", |
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| model_source="Qwen/Qwen3-0.6B", | |
| model_source="unsloth/Llama-3.1-8B-Instruct", |
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