Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots.
This report summarizes scanner evidence for cactus-compute/cactus, a C++ project with 6,117 GitHub stars. SynthScan examined 246,703 lines of code across 649 source files, recording 1613 pattern matches distributed across 13 syntactic categories. The legacy adjusted pattern signal is 7.4 (Moderate pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 1148 finding(s).
Are imports declared and package/API names verified? 219 finding(s).
Are wrappers, guards, and repeated structures necessary? 1163 finding(s).
Which changes need focused human review? 1613 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 1613 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 147 | def cache_state_binding_from_dict(data: dict[str, Any]) -> CacheStateBinding: | CODE |
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 156 | def cache_state_binding_to_dict(binding: CacheStateBinding) -> dict[str, Any]: | CODE |
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 165 | def constant_binding_from_dict(data: dict[str, Any]) -> ConstantBinding: | CODE |
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 370 | def runtime_routes_from_model_profile(model_profile: Any | None) -> tuple[RuntimeRoute, ...]: | CODE |
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 376 | def runtime_states_from_model_profile(model_profile: Any | None) -> tuple[RuntimeState, ...]: | CODE |
| LOW⚡ | python/cactus/transpiler/RuntimePlan/models.py | 382 | def runtime_aliases_from_model_profile(model_profile: Any | None) -> tuple[RuntimeAlias, ...]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 100 | def cache_state_binding_from_annotation(annotation: Any, node_id: int) -> CacheStateBinding: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 135 | def merge_cache_state_binding(bindings: list[CacheStateBinding], binding: CacheStateBinding) -> None: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 191 | def runtime_component_from_generator_manifest( | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 219 | def runtime_component_from_engine_dict(data: dict[str, Any]) -> RuntimeComponent: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 242 | def runtime_plan_from_generator_manifests( | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 274 | def runtime_plan_metadata_from_components(components: tuple[RuntimeComponent, ...]) -> dict[str, str]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 288 | def runtime_plan_metadata_from_model_profile(model_profile: Any | None) -> dict[str, str]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 352 | def runtime_plan_from_generation_result( | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 434 | def runtime_family_from_model_profile(model_profile: Any | None) -> str: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 443 | def runtime_route_from_profile_route(route: Any) -> RuntimeRoute: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 455 | def runtime_state_from_contract(state: Any) -> RuntimeState: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 471 | def runtime_alias_from_contract(alias: Any) -> RuntimeAlias: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 484 | def runtime_plan_to_engine_manifest(plan: RuntimePlan) -> dict[str, Any]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 508 | def runtime_component_to_engine_dict(component: RuntimeComponent) -> dict[str, Any]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 527 | def runtime_component_to_plan_dict(component: RuntimeComponent) -> dict[str, Any]: | CODE |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 603 | def constant_bindings_from_generator_manifest(data: dict[str, Any]) -> tuple[ConstantBinding, ...]: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 136 | def extract_graph_signature_specs(graph_signature: Any, field_name: str) -> list[GraphSpecRecord]: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 201 | def build_decode_with_cache_input( | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 260 | def infer_past_sequence_length(input_: Any) -> int: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 313 | def normalize_processor_kwargs_for_export(kwargs: dict[str, torch.Tensor], model_profile: str) -> None: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 402 | def pad_no_cache_full_context_input(input_: Input, input_cls: Any, capacity: int = 128) -> Input: | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 7 | def exportable_bidirectional_mask(config, inputs_embeds, attention_mask=None, and_mask_function=None, **kwargs): | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 23 | def patch_transformers_moe_grouped_mm_for_export() -> None: | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 33 | def exportable_embeddings_forward(self, pixel_values, spatial_shapes): | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 78 | def exportable_get_image_features(self, pixel_values, spatial_shapes, pixel_attention_mask, **kwargs): | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 104 | def prepare_model_input_hints_for_export(model: torch.nn.Module, kwargs: dict[str, Any]) -> None: | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 171 | def cache_num_attention_heads(text_config: Any) -> int: | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 185 | def encoder_decoder_source_length(text_config: Any) -> int | None: | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 192 | def encoder_decoder_target_length(text_config: Any) -> int | None: | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 289 | def cache_spec_to_dynamic_cache(cache_spec: CacheSpec, flat_tensors: tuple[torch.Tensor, ...]): | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 449 | def _set_config_attr_recursive(config: Any, attr: str, value: Any, seen: set[int] | None = None) -> None: | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 469 | def configure_model_for_export(model: torch.nn.Module, should_use_cache: bool) -> None: | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 55 | def fuse_decode_qkv_projections(graph: models.Graph) -> models.Graph: | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 69 | def fuse_decode_projection_pairs(graph: models.Graph) -> models.Graph: | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 77 | def fuse_decode_projection_group( | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 375 | def fusion_result_from_bindings( | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 407 | def candidate_fusions_for_node( | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 428 | def fusion_enabled_for_fields(fusion: FModels.FusionDefinition, fusion_fields: tuple[str, ...]) -> bool: | CODE |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 462 | def reverse_topological_nodes(graph: models.Graph) -> tuple[models.Node, ...]: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 85 | def collapse_transpose_chains(self) -> "Graph": | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 139 | def find_cache_concat_ancestor( | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 166 | def find_cache_state_ancestor( | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 301 | def validate_non_overlapping_fusions(fusion_results: tuple[FusionResult, ...]) -> None: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 367 | def gemma_language_layer_index(result: FusionResult) -> int | None: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 423 | def remove_noop_nodes_from_graph(graph: Graph) -> Graph: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 435 | def collapse_transpose_chains_from_graph(graph: Graph) -> Graph: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 469 | def fuse_logits_softcap_from_graph(graph: Graph) -> Graph: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 596 | def is_precision_cast_only_for_rms_norm(node: Node, parent: Node) -> bool: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 607 | def resolve_replacement_names(replacement_names: dict[str, str]) -> dict[str, str]: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 785 | def kv_cache_window_size_for_model(model_name: str, layer_index: int | None, sequence_length: int | None = None) -> int | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 798 | def cache_annotation_from_metadata(metadata: dict[str, Any]) -> CacheAnnotation | None: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 833 | def cache_annotation_from_fusion_result(result: FusionResult) -> CacheAnnotation | None: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 856 | def first_cache_input_annotation(result: FusionResult) -> CacheAnnotation | None: | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 869 | def cache_layer_index_from_node(node: Node, default: int | None = None) -> int | None: | CODE |
| 847 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | python/cactus/transpiler/Generator/generate.py | 208 | except OSError: | CODE |
| HIGH | python/cactus/cli/clean.py | 117 | except OSError: | CODE |
| HIGH | python/cactus/cli/upload.py | 48 | except Exception: | CODE |
| HIGH | python/cactus/cli/config_utils.py | 14 | except OSError: | CODE |
| HIGH | python/cactus/cli/config_utils.py | 33 | except OSError: | CODE |
| HIGH | python/cactus/transpile/capture_pytorch.py | 261 | except Exception: | CODE |
| HIGH | python/cactus/transpile/weight_compat.py | 209 | except OSError: | CODE |
| HIGH | python/cactus/transpile/weight_compat.py | 411 | except FileNotFoundError: | CODE |
| HIGH | python/cactus/transpile/jax_user_graph_bundle.py | 317 | except OSError: | CODE |
| HIGH | python/cactus/transpile/hf_model.py | 1888 | except Exception: | CODE |
| HIGH | python/cactus/transpile/hf_model.py | 1621 | except Exception: | CODE |
| HIGH | python/cactus/transpile/model_adapters.py | 332 | except Exception: | CODE |
| HIGH | python/cactus/transpile/model_adapters.py | 3120 | except Exception: | CODE |
| HIGH | python/cactus/transpile/model_adapters.py | 3598 | except Exception: | CODE |
| HIGH | python/cactus/transpile/audio_preprocess.py | 180 | except Exception: | CODE |
| HIGH | python/cactus/transpile/audio_preprocess.py | 341 | except Exception: | CODE |
| HIGH | python/cactus/transpile/audio_preprocess.py | 154 | except OSError: | CODE |
| HIGH | python/cactus/transpile/import_ir.py | 100 | except AttributeError: | CODE |
| HIGH | python/cactus/transpile/import_ir.py | 112 | except AttributeError: | CODE |
| HIGH | python/cactus/transpile/runtime_support.py | 95 | except Exception: | CODE |
| HIGH | python/cactus/transpile/runtime_support.py | 128 | except Exception: | CODE |
| HIGH | python/cactus/transpile/runtime_support.py | 65 | except ValueError: | CODE |
| HIGH | python/cactus/transpile/npu/coremltools_patches.py | 211 | except Exception: | CODE |
| HIGH | python/cactus/transpile/npu/coremltools_patches.py | 149 | except Exception: | CODE |
| HIGH | python/cactus/bindings/cactus.py | 861 | except AttributeError: | CODE |
| HIGH | python/cactus/convert/compat.py | 80 | except Exception: | CODE |
| HIGH | python/cactus/convert/compat.py | 112 | except Exception: | CODE |
| HIGH | python/cactus/convert/compat.py | 56 | except ValueError: | CODE |
| HIGH | python/cactus/convert/cli.py | 417 | except FileNotFoundError: | CODE |
| HIGH | python/cactus/convert/cli.py | 323 | except Exception: | CODE |
| HIGH | python/cactus/convert/model_adapters/adapters.py | 716 | except Exception: | CODE |
| HIGH | python/cactus/convert/cactus_adapters/tokenizer.py | 407 | except Exception: | CODE |
| HIGH | python/cactus/convert/cactus_adapters/tokenizer.py | 417 | except Exception: | CODE |
| HIGH | python/cactus/convert/cactus_adapters/tokenizer.py | 209 | except Exception: | CODE |
| HIGH | python/cactus/convert/cactus_adapters/config_utils.py | 11 | except Exception: | CODE |
| HIGH | python/cactus/convert/cactus_adapters/config_utils.py | 624 | except Exception: | CODE |
| HIGH | python/tests/test_bindings.py | 447 | except RuntimeError: | CODE |
| HIGH | python/tests/test_bindings.py | 344 | except Exception: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/server.py | 83 | except Exception: | CODE |
| LOW | python/cactus/server.py | 312 | except Exception: | CODE |
| LOW | python/cactus/server.py | 610 | except Exception as exc: | CODE |
| LOW | python/cactus/server.py | 909 | except Exception as exc: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 182 | except Exception: | CODE |
| LOW | python/cactus/transpiler/Converter/models.py | 378 | except Exception as e: | CODE |
| LOW | python/cactus/transpiler/Converter/overrides.py | 110 | except Exception: | CODE |
| LOW | python/cactus/transpiler/Converter/input_processor.py | 64 | except Exception as load_error: | CODE |
| LOW⚡ | python/cactus/transpiler/Generator/generate.py | 179 | except Exception: | CODE |
| LOW | python/cactus/transpiler/Generator/generate.py | 227 | except Exception: | CODE |
| LOW | python/cactus/transpiler/Generator/generate.py | 253 | except Exception: | CODE |
| LOW | python/cactus/cli/upload.py | 48 | except Exception: | CODE |
| LOW | python/cactus/cli/code.py | 57 | except Exception: | CODE |
| LOW | python/cactus/cli/code.py | 78 | except Exception: | CODE |
| LOW | python/cactus/cli/code.py | 92 | except Exception: | CODE |
| LOW | python/cactus/cli/code.py | 189 | except Exception: | CODE |
| MEDIUM | python/cactus/cli/code.py | 50 | def _discover_local_model() -> str | None: | CODE |
| MEDIUM | python/cactus/cli/__init__.py | 459 | print(f"Error: `cactus {args.command}` requires a git clone of the cactus repository.") | STRING |
| LOW | python/cactus/cli/serve.py | 28 | except Exception as exc: | CODE |
| LOW | python/cactus/cli/model.py | 35 | except Exception as exc: | CODE |
| LOW | python/cactus/cli/model.py | 209 | except Exception as build_exc: | CODE |
| LOW | python/cactus/cli/utils.py | 153 | except Exception: | CODE |
| LOW | python/cactus/cli/utils.py | 406 | except Exception as exc: | CODE |
| LOW | python/cactus/cli/config_utils.py | 30 | except Exception: | CODE |
| LOW⚡ | python/cactus/transpile/capture_pytorch.py | 169 | except Exception: | CODE |
| LOW | python/cactus/transpile/capture_pytorch.py | 186 | except Exception: | CODE |
| LOW | python/cactus/transpile/capture_pytorch.py | 227 | except Exception as exc: | CODE |
| LOW⚡ | python/cactus/transpile/capture_pytorch.py | 251 | except Exception as exc: | CODE |
| LOW⚡ | python/cactus/transpile/capture_pytorch.py | 257 | except Exception: | CODE |
| LOW⚡ | python/cactus/transpile/capture_pytorch.py | 261 | except Exception: | CODE |
| LOW | python/cactus/transpile/capture_pytorch.py | 282 | except Exception: | CODE |
| LOW | python/cactus/transpile/capture_pytorch.py | 302 | except Exception: | CODE |
| MEDIUM | python/cactus/transpile/capture_pytorch.py | 279 | def capture_model_with_fallback(model, args, kwargs=None) -> CapturedModel: | CODE |
| LOW | python/cactus/transpile/tdt_runtime.py | 381 | except Exception: | CODE |
| LOW | python/cactus/transpile/jax_user_graph_bundle.py | 281 | except Exception: | CODE |
| LOW | python/cactus/transpile/jax_user_graph_bundle.py | 314 | except Exception: | CODE |
| LOW⚡ | python/cactus/transpile/hf_model.py | 183 | except Exception: | CODE |
| LOW⚡ | python/cactus/transpile/hf_model.py | 238 | except Exception: | CODE |
| LOW⚡ | python/cactus/transpile/hf_model.py | 1888 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1181 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1273 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1330 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1341 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1346 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 1621 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2110 | except Exception as exc: # pragma: no cover | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2441 | except Exception as exc: # pragma: no cover | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2466 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2506 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2532 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2583 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2652 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2688 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2707 | except Exception: | CODE |
| LOW | python/cactus/transpile/hf_model.py | 2725 | except Exception: | CODE |
| LOW | python/cactus/transpile/multimodal_runtime.py | 143 | except Exception as exc: # pragma: no cover | CODE |
| LOW | python/cactus/transpile/multimodal_runtime.py | 185 | except Exception as exc: # pragma: no cover | CODE |
| LOW | python/cactus/transpile/multimodal_runtime.py | 422 | except Exception: | CODE |
| LOW | python/cactus/transpile/multimodal_runtime.py | 547 | except Exception as exc: | CODE |
| LOW | python/cactus/transpile/multimodal_runtime.py | 555 | except Exception: | CODE |
| 114 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/server.py | 2 | CODE | |
| LOW | python/cactus/__init__.py | 3 | CODE | |
| LOW | python/cactus/__init__.py | 5 | CODE | |
| LOW | python/cactus/__init__.py | 5 | CODE | |
| LOW | python/cactus/__init__.py | 5 | CODE | |
| LOW | python/cactus/__init__.py | 5 | CODE | |
| LOW | python/cactus/__init__.py | 6 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusion_builders.py | 1 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 1 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 4 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 10 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 11 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 12 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 13 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusions.py | 14 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusion_cache_conv.py | 1 | CODE | |
| LOW | …on/cactus/transpiler/Fusions/fusion_defs/fusion_moe.py | 1 | CODE | |
| LOW | …cactus/transpiler/Fusions/fusion_defs/fusion_direct.py | 1 | CODE | |
| LOW | …tus/transpiler/Fusions/fusion_defs/fusion_attention.py | 1 | CODE | |
| LOW | …cactus/transpiler/Fusions/fusion_defs/fusion_neural.py | 1 | CODE | |
| LOW | …actus/transpiler/Fusions/fusion_defs/fusion_special.py | 1 | CODE | |
| LOW | python/cactus/transpiler/RuntimePlan/models.py | 1 | CODE | |
| LOW | …us/transpiler/IR/extra_matchers/extra_matcher_cache.py | 1 | CODE | |
| LOW | …us/transpiler/IR/extra_matchers/extra_matcher_cache.py | 6 | CODE | |
| LOW | python/cactus/transpiler/ModelProfiles/components.py | 1 | CODE | |
| LOW | python/cactus/transpiler/Generator/models.py | 1 | CODE | |
| LOW | python/cactus/transpiler/Generator/generate.py | 1 | CODE | |
| LOW | python/cactus/transpiler/Generator/__init__.py | 3 | CODE | |
| LOW | python/cactus/transpiler/Generator/__init__.py | 4 | CODE | |
| LOW | python/cactus/transpiler/Generator/__init__.py | 4 | CODE | |
| LOW | …transpiler/Generator/lowerings/lowering_special_ops.py | 1 | CODE | |
| LOW | …transpiler/Generator/lowerings/lowering_special_ops.py | 9 | CODE | |
| LOW | …actus/transpiler/Generator/lowerings/lowering_cache.py | 8 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 1 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 3 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 4 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 5 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 6 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 7 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 8 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 9 | CODE | |
| LOW | …thon/cactus/transpiler/Generator/lowerings/__init__.py | 10 | CODE | |
| LOW | …cactus/transpiler/Generator/lowerings/lowering_core.py | 1 | CODE | |
| LOW | …cactus/transpiler/Generator/lowerings/lowering_core.py | 9 | CODE | |
| LOW | …cactus/transpiler/Generator/lowerings/lowering_core.py | 11 | CODE | |
| LOW | …cactus/transpiler/Generator/lowerings/lowering_core.py | 14 | CODE | |
| LOW | …ranspiler/Generator/lowerings/lowering_constant_ops.py | 1 | CODE | |
| LOW | …ranspiler/Generator/lowerings/lowering_constant_ops.py | 7 | CODE | |
| LOW | …actus/transpiler/Generator/lowerings/lowering_utils.py | 1 | CODE | |
| LOW | …ctus/transpiler/Generator/lowerings/lowering_nn_ops.py | 1 | CODE | |
| LOW | …ctus/transpiler/Generator/lowerings/lowering_nn_ops.py | 10 | CODE | |
| LOW | …tus/transpiler/Generator/lowerings/lowering_weights.py | 1 | CODE | |
| LOW | …tus/transpiler/Generator/lowerings/lowering_weights.py | 11 | CODE | |
| LOW | …s/transpiler/Generator/lowerings/lowering_basic_ops.py | 1 | CODE | |
| LOW | …s/transpiler/Generator/lowerings/lowering_basic_ops.py | 9 | CODE | |
| LOW | …er/Generator/component_splits/component_split_plans.py | 1 | CODE | |
| LOW | …er/Generator/component_splits/component_split_plans.py | 6 | CODE | |
| LOW | …er/Generator/component_splits/component_split_plans.py | 8 | CODE | |
| LOW | …/Generator/component_splits/component_split_builder.py | 1 | CODE | |
| LOW | …er/Generator/component_splits/component_split_utils.py | 1 | CODE | |
| 119 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | cactus-graph/cactus_graph.h | 1 | #ifndef CACTUS_GRAPH_H | COMMENT |
| LOW | cactus-graph/tests/test_utils.h | 1 | #pragma once | COMMENT |
| LOW | cactus-graph/src/io.cpp | 1 | #include "../cactus_graph.h" | COMMENT |
| LOW | cactus-graph/src/execute.cpp | 1 | #include "../cactus_graph.h" | COMMENT |
| LOW | cactus-graph/src/ops_nn.cpp | 1 | #include "../cactus_graph.h" | COMMENT |
| LOW | …coding-agent/src/modes/interactive/interactive-mode.ts | 3181 | // `signal-exit` checks the listener list during the same SIGTERM/SIGHUP | COMMENT |
| LOW | cactus-kernels/metal_backend.h | 1 | #ifndef CACTUS_METAL_BACKEND_H | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 181 | #if defined(STB_IMAGE_RESIZE_IMPLEMENTATION) || defined(STB_IMAGE_RESIZE2_IMPLEMENTATION) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 201 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 221 | #pragma fp_contract(off) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 521 | return (unsigned char) ((bias + scale*t) >> 16); | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 541 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 561 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 581 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 601 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 621 | #define STBIR_NO_UNROLL( ptr ) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 641 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 661 | #ifdef STBIR_SSE2 | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 681 | #define stbir__simdf_zeroP() _mm_setzero_ps() | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 721 | #define stbir__simdf_convert_float_to_int( f ) _mm_cvtt_ss2si(f) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 741 | #define stbir__simdf_madd( out, add, mul1, mul2 ) (out) = _mm_add_ps( add, _mm_mul_ps( mul1, mul2 ) ) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 821 | #else | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 861 | #define stbir__simdf8_store( ptr, out ) _mm256_storeu_ps( (float*)(ptr), out ) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 981 | static __m256i stbir_22223333 = { STBIR__CONST_4d_32i( 2, 2, 2, 2 ), STBIR__CONST_4d_32i( 3, 3, 3, 3 ) }; | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1001 | #define stbir__simdf8_0123to12301230( out, in ) (out) = _mm256_shuffle_ps ( in, in, (1<<0)+(2<<2)+(3<<4)+(0<<6) ) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1021 | #define stbir__simdf8_madd_mem( out, add, mul, ptr ) (out) = _mm256_add_ps( add, _mm256_mul_ps( mul, _mm256_loadu_ps | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1061 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1081 | #define stbir__simdf_load2hmerge( out, reg, ptr ) (out) = vcombine_f32( vget_low_f32(reg), vld1_f32( (float const*)(pt | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1121 | #define stbir__simdf_convert_float_to_int( f ) vgetq_lane_s32(vcvtq_s32_f32(f), 0) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1141 | #define stbir__simdf_madd_mem( out, add, mul, ptr ) (out) = vaddq_f32( add, vmulq_f32( mul, vld1q_f32( (float const*)( | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1281 | #define STBIR__CONSTI(var) (*(const uint32x4_t*)var) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1321 | return vget_lane_f32(r, 0); | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1341 | #define stbir__simdf_load1z( out, ptr ) (out) = wasm_v128_load32_zero( (void const*)(ptr) ) // top values mu | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1381 | out1 = wasm_u32x4_extend_high_u16x8( ireg ); \ | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1401 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1501 | #endif // NO SIMD | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1521 | #define stbir__simdfX_convert_float_to_i32 stbir__simdf8_convert_float_to_i32 | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1541 | #define stbir__simdiX_load stbir__simdi_load | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1561 | #define STBIR_max_uint16_as_floatX STBIR__CONSTF(STBIR_max_uint16_as_float) | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 1861 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 2041 | COMMENT | |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 2061 | #include <math.h> | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 3201 | STBIR_PROFILE_BUILD_END( pivot ); | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 3221 | #define stbir__encode_order3 3 | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 3241 | #define stbir__decode_swizzle | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 5161 | #include STBIR__HEADER_FILENAME | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 5181 | #define STBIR__vertical_channels 3 | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 5201 | #define STB_IMAGE_RESIZE_VERTICAL_CONTINUE | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 7081 | #undef STBIR_2CHANNEL | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 7101 | #define STBIR_strs_join2( start, mid, end ) start##mid##end | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 7121 | #define stbir__decode_order0 0 | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 8561 | float * end_output = ( (float*) output ) + width_times_channels; | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 8681 | } | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 8701 | #undef stbir_scalar_lo_clamp | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 8721 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 8741 | #endif | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 9081 | #undef STB_IMAGE_RESIZE_DO_HORIZONTALS | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 9421 | STBIR_chans(stbir__horizontal_gather_,_channels_with_10_coeffs), | COMMENT |
| LOW | cactus-kernels/libs/stb_image_resize2.h | 9441 | #endif // HORIZONALS | COMMENT |
| LOW | cactus-kernels/libs/stb_image.h | 21 | typedef unsigned char stbi_uc; | COMMENT |
| 75 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/server.py | 343 | CODE | |
| LOW | python/cactus/transpiler/Converter/models.py | 346 | CODE | |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 368 | CODE | |
| LOW | python/cactus/transpiler/IR/models.py | 139 | CODE | |
| LOW | python/cactus/transpiler/IR/special_fusions.py | 924 | CODE | |
| LOW | python/cactus/transpiler/IR/match_utils.py | 128 | CODE | |
| LOW | python/cactus/transpiler/Generator/generate.py | 218 | CODE | |
| LOW | …actus/transpiler/Generator/lowerings/lowering_utils.py | 265 | CODE | |
| LOW | …/Generator/component_splits/component_split_builder.py | 319 | CODE | |
| LOW | python/cactus/cli/clean.py | 14 | CODE | |
| LOW | python/cactus/cli/utils.py | 373 | CODE | |
| LOW | python/cactus/transpile/component_partition.py | 164 | CODE | |
| LOW | python/cactus/transpile/component_partition.py | 274 | CODE | |
| LOW | python/cactus/transpile/tdt_runtime.py | 183 | CODE | |
| LOW | python/cactus/transpile/tdt_runtime.py | 364 | CODE | |
| LOW | python/cactus/transpile/weight_compat.py | 179 | CODE | |
| LOW | python/cactus/transpile/weight_compat.py | 307 | CODE | |
| LOW | python/cactus/transpile/jax_user_graph_bundle.py | 104 | CODE | |
| LOW | python/cactus/transpile/hf_model.py | 628 | CODE | |
| LOW | python/cactus/transpile/hf_model.py | 1866 | CODE | |
| LOW | python/cactus/transpile/hf_model.py | 2400 | CODE | |
| LOW | python/cactus/transpile/hf_model.py | 2830 | CODE | |
| LOW | python/cactus/transpile/aten_ops.py | 13 | CODE | |
| LOW | python/cactus/transpile/multimodal_runtime.py | 98 | CODE | |
| LOW | python/cactus/transpile/multimodal_runtime.py | 489 | CODE | |
| LOW | python/cactus/transpile/model_adapters.py | 1886 | CODE | |
| LOW | python/cactus/transpile/model_adapters.py | 1993 | CODE | |
| LOW | python/cactus/transpile/model_adapters.py | 2013 | CODE | |
| LOW | python/cactus/transpile/model_adapters.py | 4442 | CODE | |
| LOW | python/cactus/transpile/model_adapters.py | 7189 | CODE | |
| LOW | python/cactus/transpile/capture_jax.py | 153 | CODE | |
| LOW | python/cactus/transpile/capture_jax.py | 184 | CODE | |
| LOW | python/cactus/transpile/capture_jax.py | 849 | CODE | |
| LOW | python/cactus/transpile/importers.py | 264 | CODE | |
| LOW | python/cactus/transpile/importers.py | 1129 | CODE | |
| LOW | python/cactus/transpile/component_plan.py | 23 | CODE | |
| LOW | python/cactus/transpile/lower.py | 753 | CODE | |
| LOW | python/cactus/transpile/lower.py | 3123 | CODE | |
| LOW | python/cactus/transpile/jax_semantic_rewrites.py | 324 | CODE | |
| LOW | python/cactus/transpile/jax_semantic_rewrites.py | 350 | CODE | |
| LOW | python/cactus/transpile/import_ir.py | 30 | CODE | |
| LOW | python/cactus/transpile/import_ir.py | 76 | CODE | |
| LOW | python/cactus/transpile/import_ir.py | 130 | CODE | |
| LOW | python/cactus/transpile/optimize_graph.py | 499 | CODE | |
| LOW | python/cactus/transpile/optimize_graph.py | 712 | CODE | |
| LOW | python/cactus/transpile/optimize_graph.py | 844 | CODE | |
| LOW | python/cactus/transpile/optimize_graph.py | 1161 | CODE | |
| LOW | python/cactus/transpile/optimize_graph.py | 1556 | CODE | |
| LOW | python/cactus/transpile/fusion/common.py | 56 | CODE | |
| LOW | python/cactus/transpile/fusion/deltanet.py | 169 | CODE | |
| LOW | python/cactus/transpile/fusion/deltanet.py | 233 | CODE | |
| LOW | python/cactus/transpile/fusion/conv.py | 32 | CODE | |
| LOW | python/cactus/transpile/canonicalize/cleanup.py | 294 | CODE | |
| LOW | python/cactus/transpile/canonicalize/cleanup.py | 418 | CODE | |
| LOW | python/cactus/transpile/canonicalize/utils.py | 152 | CODE | |
| LOW | python/cactus/transpile/npu/pipeline.py | 18 | CODE | |
| LOW | python/cactus/transpile/npu/coremltools_patches.py | 216 | CODE | |
| LOW | python/cactus/transpile/npu/coremltools_patches.py | 258 | CODE | |
| LOW | python/cactus/transpile/npu/coremltools_patches.py | 283 | CODE | |
| LOW | python/cactus/transpile/npu/coremltools_patches.py | 259 | CODE | |
| 21 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | python/cactus/bindings/cactus.py | 1049 | # ── Telemetry ──────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1072 | # ── Model lifecycle ────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1122 | # ── LLM completion ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1169 | # ── Audio / speech ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1280 | # ── Embeddings ─────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1322 | # ── Tokenization ───────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1363 | # ── RAG ────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1379 | # ── Vector index ───────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1535 | # ── Logging ────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 3002 | # ── Audio / signal processing ─────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 3074 | # ── Image processing ───────────────────────────────────────────── | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 3102 | # ── Introspection ──────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | python/tests/test_bindings.py | 17 | # ── Import and structure tests ────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | python/tests/test_bindings.py | 48 | # ── Helper function tests ─────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | python/tests/test_bindings.py | 427 | # ── Error path tests ────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/tests/test_bindings.py | 202 | # ── Model ID resolution tests ────────────────────────────────────── | COMMENT |
| MEDIUM | python/tests/test_bindings.py | 205 | # ── CLI parser tests ──────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/tests/test_bindings.py | 311 | # ── Index API tests ──────────────────────────────────────────────── | COMMENT |
| MEDIUM | python/tests/test_bindings.py | 392 | # ── Streaming callback tests ────────────────────────────────────── | COMMENT |
| MEDIUM | cactus-kernels/tests/test_matmul.cpp | 272 | // ══════════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | cactus-kernels/tests/test_matmul.cpp | 274 | // ══════════════════════════════════════════════════════════════════════════════ | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/transpiler/Fusions/nodes.py | 11 | "placeholder": ("placeholder",), | CODE |
| LOW⚡ | python/cactus/transpiler/Fusions/nodes.py | 260 | 'conv_cache_state': _node("conv_cache_state", "placeholder", allowed_value_kinds=CACHE_STATE_VALUE_KINDS), | CODE |
| LOW⚡ | python/cactus/transpiler/Fusions/nodes.py | 261 | 'kv_cache_state': _node("kv_cache_state", "placeholder", allowed_value_kinds=CACHE_STATE_VALUE_KINDS), | CODE |
| LOW⚡ | python/cactus/transpiler/Fusions/nodes.py | 262 | 'recurrent_cache_state': _node("recurrent_cache_state", "placeholder", allowed_value_kinds=CACHE_STATE_VALUE_KINDS), | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 54 | return self.node_type == "placeholder" | CODE |
| LOW | python/cactus/transpiler/IR/models.py | 202 | if record.node_type != "placeholder": | CODE |
| LOW | python/cactus/transpiler/IR/match.py | 14 | return "placeholder" in synth_node.ops | CODE |
| LOW | …/Generator/component_splits/component_split_builder.py | 440 | node_type="placeholder", | CODE |
| LOW | python/cactus/transpile/component_partition.py | 104 | "placeholder", | CODE |
| LOW | python/cactus/transpile/capture_pytorch.py | 56 | return [node for node in self.graph.nodes if node.op == "placeholder"] | CODE |
| LOW | python/cactus/transpile/README.md | 328 | if node.op == "placeholder": | CODE |
| LOW⚡ | python/cactus/transpile/lower.py | 1324 | dummy_key = _materialize_constant_tensor( | CODE |
| LOW⚡ | python/cactus/transpile/lower.py | 1328 | dummy_value = _materialize_constant_tensor( | CODE |
| LOW⚡ | python/cactus/transpile/lower.py | 1334 | dummy_key, | CODE |
| LOW⚡ | python/cactus/transpile/lower.py | 1335 | dummy_value, | CODE |
| LOW | python/cactus/transpile/import_ir.py | 157 | if sub_node.op == "placeholder": | CODE |
| LOW | python/cactus/transpile/import_ir.py | 209 | if node.op == "placeholder": | CODE |
| LOW⚡ | python/tests/test_transpiler_reporting.py | 363 | index=0, name="q", node_type="placeholder", target="q", | CODE |
| LOW⚡ | python/tests/test_transpiler_reporting.py | 368 | index=1, name="k", node_type="placeholder", target="k", | CODE |
| LOW⚡ | python/tests/test_transpiler_reporting.py | 563 | index=0, name="x", node_type="placeholder", target="x", | CODE |
| LOW⚡ | python/tests/test_transpiler_reporting.py | 702 | CModels.LayerRecord(index=0, name="hidden", node_type="placeholder", target="hidden", | CODE |
| LOW⚡ | python/tests/test_transpiler_reporting.py | 711 | CModels.LayerRecord(index=offset * 3 - 2, name=weight, node_type="placeholder", target=weight, | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 332 | node_type="placeholder" if parent is None else "call_function", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 401 | node_type="placeholder" if not args else "call_function", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 431 | node_type="placeholder" if not args else "call_function", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 482 | node_type="placeholder" if not args else "call_function", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 600 | node_type="placeholder" if parent is None else "call_function", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 642 | CModels.LayerRecord(index=0, name="hidden", node_type="placeholder", target="hidden", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 644 | CModels.LayerRecord(index=1, name="lm_head_weight", node_type="placeholder", target="lm_head_weight", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 673 | index=0, name="x", node_type="placeholder", target="x", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 737 | index=0, name="hidden", node_type="placeholder", target="hidden", args=[], kwargs={}, users=[], | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 744 | index=offset * 3 - 2, name=f"{role}_weight", node_type="placeholder", target=f"{role}_weight", | CODE |
| LOW | python/tests/test_transpiler_reporting.py | 783 | index=0, name="x", node_type="placeholder", target="x", | CODE |
| LOW | python/tests/test_generator_component_split.py | 14 | node_type="placeholder" if not parents else "call_function", | CODE |
| LOW | python/tests/test_generator_component_split.py | 54 | node_type="placeholder" if not parents else "call_function", | CODE |
| LOW | python/tests/test_generator_component_split.py | 95 | node_type="placeholder", | CODE |
| LOW | python/tests/test_generator_component_split.py | 201 | node_type="placeholder", | CODE |
| LOW | python/tests/test_generator_component_split.py | 213 | node_type="placeholder", | CODE |
| LOW | cactus-code/packages/tui/src/components/markdown.ts | 541 | // For mailto: links strip the prefix (autolinked emails use text="foo@bar.com" | COMMENT |
| LOW | cactus-engine/tests/test_model_loading.cpp | 31 | write_file(dir + "/dummy.bin", "placeholder"); | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | python/README.md | 256 | ### RAG | COMMENT |
| MEDIUM | python/cactus/server.py | 743 | # No LLM available — allow serving a non-LLM bundle (e.g. an embedding model). | COMMENT |
| MEDIUM | python/cactus/bindings/cactus.py | 1363 | # ── RAG ────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | docs/cactus_engine.md | 1052 | ### Complete RAG Example | COMMENT |
| MEDIUM | docs/cactus_index.md | 414 | ### RAG (Retrieval-Augmented Generation) | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/__init__.py | 8 | __all__ = [ | CODE |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 449 | def _set_config_attr_recursive(config: Any, attr: str, value: Any, seen: set[int] | None = None) -> None: | CODE |
| LOW | python/cactus/transpiler/Generator/__init__.py | 6 | __all__ = ["component_split", "lowering_basic_ops", "lowering_utils"] | CODE |
| LOW | …ctus/transpiler/Generator/component_splits/__init__.py | 5 | __all__ = ["component_split"] | CODE |
| LOW | python/cactus/models/needle/modeling_needle.py | 280 | def set_input_embeddings(self, value: nn.Embedding) -> None: | CODE |
| LOW | python/cactus/models/needle/modeling_needle.py | 323 | def set_input_embeddings(self, value: nn.Embedding) -> None: | CODE |
| LOW | python/cactus/models/needle/modeling_needle.py | 329 | def set_output_embeddings(self, value: nn.Linear) -> None: | CODE |
| LOW | python/cactus/transpile/jax_user_graph_bundle.py | 41 | def set_inputs(self, inputs: Sequence[Any]) -> None: | CODE |
| LOW | python/cactus/transpile/capture_jax.py | 1656 | __all__ = [ | CODE |
| LOW | python/cactus/transpile/lower.py | 48 | def set_input(self, index: int, data: Any, *, dtype: int | None = None) -> None: | CODE |
| LOW | python/cactus/transpile/lower.py | 55 | def set_inputs(self, inputs: list[Any] | tuple[Any, ...]) -> None: | CODE |
| LOW | python/cactus/transpile/fusion/__init__.py | 24 | __all__ = [ | CODE |
| LOW | python/cactus/transpile/npu/__init__.py | 3 | __all__ = ["run_encoder_pipeline"] | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | docs/cactus_transpiler.md | 16 | ### Step 1: Write a PyTorch Model | COMMENT |
| LOW | docs/cactus_transpiler.md | 42 | ### Step 2: Convert and Run | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 745 | // Step 1: Apply includes (or all if no includes) | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 753 | // Step 2: Apply excludes | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 758 | // Step 3: Force-include (add back from allPaths, overriding exclusions) | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 767 | // Step 4: Force-exclude (remove even if included or force-included) | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | python/cactus/server.py | 722 | CODE | |
| LOW | python/cactus/server.py | 812 | CODE | |
| LOW | python/cactus/transpiler/Fusions/fusion_builders.py | 91 | CODE | |
| LOW | python/cactus/transpiler/Converter/cache_utils.py | 43 | CODE | |
| LOW | python/cactus/transpiler/IR/simplify_ir.py | 162 | CODE | |
| LOW | python/cactus/transpiler/Generator/generate.py | 28 | CODE | |
| LOW | python/cactus/models/needle/configuration_needle.py | 11 | CODE | |
| LOW | python/cactus/cli/transpiler.py | 49 | CODE | |
| LOW | python/cactus/transpile/jax_user_graph_bundle.py | 368 | CODE | |
| LOW | python/cactus/bindings/cactus.py | 3045 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 745 | // Step 1: Apply includes (or all if no includes) | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 753 | // Step 2: Apply excludes | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 758 | // Step 3: Force-include (add back from allPaths, overriding exclusions) | COMMENT |
| LOW⚡ | …code/packages/coding-agent/src/core/package-manager.ts | 767 | // Step 4: Force-exclude (remove even if included or force-included) | COMMENT |