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README.md
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@@ -13,51 +13,6 @@ tags:
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- memory-safety
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size_categories:
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- n<1K
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: source_file
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dtype: string
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- name: original_function_name
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dtype: string
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- name: anonymized_function_name
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dtype: string
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- name: function_code
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dtype: string
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- name: context
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list: string
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- name: has_bug
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dtype: bool
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- name: bug_types
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list: string
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- name: bug_line_offsets
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list: int32
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- name: bug_absolute_lines
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list: int32
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- name: bug_severities
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list: string
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- name: bug_traces
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list: string
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- name: category
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dtype: string
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- name: requires_interprocedural
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dtype: bool
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- name: start_line
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dtype: int32
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- name: end_line
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dtype: int32
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splits:
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- name: test
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num_bytes: 205326
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num_examples: 523
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download_size: 65734
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dataset_size: 205326
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---
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# Infer Pulse Static Analysis Evaluation Dataset
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@@ -105,8 +60,11 @@ Each example contains:
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- **original_function_name**: Original name from Infer tests
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- **anonymized_function_name**: Name with hints removed (e.g., `malloc_no_check_bad` → `malloc_no_check`)
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- **function_code**: Complete C function code
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- **
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-
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- **has_bug**: Boolean indicating if function has bugs
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- **bug_types**: List of bug types (NULLPTR_DEREFERENCE, MEMORY_LEAK, etc.)
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- **bug_line_offsets**: Line numbers relative to function start
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Send the LLM:
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- System prompt with bug type definitions and analysis rules
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- User prompt with the `function_code` and
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Expected LLM response format:
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```json
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- memory-safety
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size_categories:
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- n<1K
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---
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# Infer Pulse Static Analysis Evaluation Dataset
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- **original_function_name**: Original name from Infer tests
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- **anonymized_function_name**: Name with hints removed (e.g., `malloc_no_check_bad` → `malloc_no_check`)
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- **function_code**: Complete C function code
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- **context**: Unified context including:
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- #include statements
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- Struct, enum, and typedef definitions (with nested dependencies)
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- Global variable declarations
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- Dependency function implementations
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- **has_bug**: Boolean indicating if function has bugs
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- **bug_types**: List of bug types (NULLPTR_DEREFERENCE, MEMORY_LEAK, etc.)
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- **bug_line_offsets**: Line numbers relative to function start
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Send the LLM:
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- System prompt with bug type definitions and analysis rules
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- User prompt with the `function_code` and the `context` (includes, types, globals, dependencies)
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Expected LLM response format:
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```json
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