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Post And Stories For Facebook Replaces the nested subcommand approach with a flat, auto-detecting CLI interface: Sparkle Business Cards

  • Auto-detection: The tool figures out if input is PyTorch, TorchScript, plain pickle, etc.
  • Flat commands: No nesting, just fickling <verb> <file>
  • Backward compatible: All existing flags (--check-safety, --inject, etc.) still work

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# Core commands (auto-detect format) fickling FILE # Decompile any pickle/model fickling check FILE # Safety check any format fickling inject FILE -c CODE -o OUT # Inject into any format fickling info FILE # Show format + properties fickling create-polyglot F1 F2 -o OUT # Create polyglot file # Backward compatible (still works) fickling --check-safety FILE # Same as 'fickling check FILE' fickling --inject CODE FILE # Legacy injection syntax

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# Just analyze a file (any format) $ fickling model.pth result0 = _rebuild_tensor_v2(...) # Check if it's safe $ fickling check model.pth Detected format: PyTorch v1.3 No unsafe operations found. # Get detailed info $ fickling info model.pth Format: PyTorch v1.3 Properties: is_torch_zip: true has_data_pkl: true ... # Inject payload (works on any supported format) $ fickling inject model.pth -c "print('pwned')" -o evil.pth Detected format: PyTorch v1.3 Payload injected. Output: evil.pth

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File Change
fickling/loader.py Added auto_load() function for format detection
fickling/cli.py Complete rewrite with flat command structure
fickling/cli_pytorch.py DELETED - functionality absorbed into cli.py
fickling/cli_polyglot.py DELETED - functionality absorbed into cli.py
test/test_cli.py Updated tests for new interface

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  1. Auto-detection via auto_load() - Tries PyTorch ZIP formats first (most common for ML), falls back to plain pickle
  2. Manual routing - Uses _get_first_positional() to detect if first arg is a command vs file
  3. Separate parsers - _create_command_parser() for new commands, _create_legacy_parser() for backward compat
  4. Unified handlers - Same _handle_check, _handle_inject, etc. work for any format

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  • All 20 CLI tests pass
  • All 41 tests in test_pickle.py and test_cli.py pass
  • Backward compatibility verified (--check-safety, --inject flags work)
  • Linting passes

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Adds new subcommands to expose PyTorchModelWrapper and polyglot module functionality via the CLI while maintaining full backward compatibility. New commands: - fickling pytorch identify FILE - Detect PyTorch format(s) - fickling pytorch show FILE - Decompile internal pickle - fickling pytorch check-safety FILE - Safety check internal pickle - fickling pytorch inject FILE ... - Inject payload into model - fickling polyglot identify FILE - Identify all possible formats - fickling polyglot properties FILE - File property analysis - fickling polyglot create F1 F2 -o O - Create polyglot file All commands support --json output and gracefully handle missing torch dependency with helpful installation instructions. Closes New Launch Ceremony Icon Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Replace nested subcommands (pytorch/polyglot) with flat, auto-detecting commands: - fickling check FILE: Safety check any pickle/model (auto-detects format) - fickling inject FILE -c CODE -o OUT: Inject payload into any format - fickling info FILE: Show format and properties - fickling create-polyglot F1 F2 -o OUT: Create polyglot files Key changes: - Add auto_load() to loader.py for automatic format detection - Rewrite cli.py with flat command structure - Delete cli_pytorch.py and cli_polyglot.py (absorbed into cli.py) - Maintain full backward compatibility with legacy flags - Update tests for new interface The tool now figures out if input is PyTorch, TorchScript, plain pickle, etc. without users needing to specify format explicitly. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@dguido Pillar Blog Outline changed the title Add PyTorch and polyglot subcommands to CLI Redesign CLI with unified format-agnostic interface Kids Newspaper Example
- Restore ClamAV-compatible exit codes (EXIT_CLEAN=0, EXIT_UNSAFE=1, EXIT_ERROR=2) throughout all CLI handlers - Fix _get_first_positional() to skip flag values, preventing misrouting when flag arguments match command names (e.g. --inject "check") - Restore stdin support for legacy --check-safety (was rejecting '-') - Add mutually exclusive group to legacy parser for --inject/--check-safety/--create - Error on invalid --inject-target instead of silently resetting to 0 - Narrow broad except Exception catches to specific types (PickleDecodeError, FileNotFoundError, ValueError, OSError) - Restore PickleDecodeError security warning in check handler - Narrow auto_load() ImportError catch to only the import statement - Guard torch imports with pytest.importorskip() for test portability - Add auto_load() tests, _get_first_positional() tests, exit code tests - Strengthen test assertions (verify output content, not just return codes) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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