|
PineForge HPO 1.11.0
Native hyperparameter optimization for PineForge strategies
|
Public Member Functions | |
| None | __init__ (self, *str|os.PathLike[str] engine_root, str|os.PathLike[str]|None cache_dir=None, str|os.PathLike[str]|None compiler=None, str|os.PathLike[str]|None eigen_include=None, Callable[[Path, int], Mapping[str, Any]]|None plugin_validator=None, Literal["build", "deferred"] plugin_load="build", float lock_timeout_seconds=120.0, float|None compile_timeout_seconds=None, bool wrapper_launched=False) |
| StrategyArtifact | build (self, str pine_source, *str filename="<input>") |
| StrategyArtifact | build_cpp (self, bytes generated_cpp, *str expected_sha256, Sequence[Mapping[str, Any]] inputs, int|None input_kind_schema, Mapping[str, Any] strategy_params, Mapping[str, Any]|None request_feed_inventory, Sequence[TranspileDiagnostic] diagnostics=(), str filename="<input>") |
| StrategyArtifact | validate_built_plugin (self, StrategyArtifact artifact) |
| dict[str, Any] | enrich_window_plan (self, StrategyArtifact artifact, *str|os.PathLike[str]|None explicit_path=None) |
Public Attributes | |
| engine_root | |
| cache_dir | |
| compiler | |
| eigen_include | |
| plugin_validator | |
| plugin_load | |
| lock_timeout_seconds | |
| compile_timeout_seconds | |
| wrapper_launched | |
Transpile and compile a Pine strategy once per compatible request identity. Compilation has no time limit by default. Set ``compile_timeout_seconds`` to a positive number to limit it; ``None`` means no limit. Artifact lock waits default to 120 seconds; a lock that never frees is a deadlock to report. ``plugin_load="deferred"`` skips loading the compiled plugin during a build; call ``validate_built_plugin`` later in the process chosen by the caller. ``wrapper_launched=True`` requires stable codegen >= 1.10.0 and refuses source-build cache returns that skip transpilation or compilation.
Definition at line 383 of file artifact.py.
| None pineforge_hpo.artifact.ArtifactBuilder.__init__ | ( | self, | |
| *str | os.PathLike[str] | engine_root, | ||
| str | os.PathLike[str] | None | cache_dir = None, |
||
| str | os.PathLike[str] | None | compiler = None, |
||
| str | os.PathLike[str] | None | eigen_include = None, |
||
| Callable[[Path, int], Mapping[str, Any]] | None | plugin_validator = None, |
||
| Literal["build", "deferred"] | plugin_load = "build", |
||
| float | lock_timeout_seconds = 120.0, |
||
| float | None | compile_timeout_seconds = None, |
||
| bool | wrapper_launched = False |
||
| ) |
Definition at line 395 of file artifact.py.
| StrategyArtifact pineforge_hpo.artifact.ArtifactBuilder.build | ( | self, | |
| str | pine_source, | ||
| *str | filename = "<input>" |
||
| ) |
| StrategyArtifact pineforge_hpo.artifact.ArtifactBuilder.build_cpp | ( | self, | |
| bytes | generated_cpp, | ||
| *str | expected_sha256, | ||
| Sequence[Mapping[str, Any]] | inputs, | ||
| int | None | input_kind_schema, | ||
| Mapping[str, Any] | strategy_params, | ||
| Mapping[str, Any] | None | request_feed_inventory, | ||
| Sequence[TranspileDiagnostic] | diagnostics = (), |
||
| str | filename = "<input>" |
||
| ) |
Compile checked UTF-8 C++ bytes with the caller's emission metadata. Verify the raw bytes before resolving a compiler or publishing anything. This entry never transpiles and never returns before a real compile. Supply metadata from the checked emission; no inventory is inferred.
Definition at line 560 of file artifact.py.
References pineforge_hpo.artifact.ArtifactBuilder.cache_dir, pineforge_hpo.artifact.ArtifactBuilder.lock_timeout_seconds, and pineforge_hpo.artifact.ArtifactBuilder.wrapper_launched.
| dict[str, Any] pineforge_hpo.artifact.ArtifactBuilder.enrich_window_plan | ( | self, | |
| StrategyArtifact | artifact, | ||
| *str | os.PathLike[str] | None | explicit_path = None |
||
| ) |
Admit a source-cache artifact for selected execution under its request lock. Ordinary builds do not call this method. An existing block is re-resolved and verified without changing its expected hash. An interrupted two-file enrichment leaves selected admission refused until enrichment is re-run. A retry repairs missing or stale metadata, including a stale request_identity, from the validating side under the same lock. A validated old cache with a matching local engine may acquire metadata, never new plugin bytes or keys. An explicit path also supports the non-derivable third archive layout. Arbitrary precompiled artifacts cannot acquire an identity here.
Definition at line 885 of file artifact.py.
References pineforge_hpo.artifact.ArtifactBuilder.cache_dir, pineforge_hpo.artifact.ArtifactBuilder.engine_root, and pineforge_hpo.artifact.ArtifactBuilder.lock_timeout_seconds.
| StrategyArtifact pineforge_hpo.artifact.ArtifactBuilder.validate_built_plugin | ( | self, | |
| StrategyArtifact | artifact | ||
| ) |
Load and validate a pending source-cache plugin in the calling process. Call this in a fresh process to separate the first plugin load from compilation. This method starts no process and needs neither codegen nor a local engine/compiler installation. It checks the recorded engine ABI and content hashes under the request lock before publishing success. Already validated artifacts are checked without loading or rewriting. The caller supplies process isolation; this method does not install a jail.
Definition at line 770 of file artifact.py.
References pineforge_hpo.artifact.ArtifactBuilder.cache_dir, and pineforge_hpo.artifact.ArtifactBuilder.lock_timeout_seconds.
| pineforge_hpo.artifact.ArtifactBuilder.cache_dir |
| pineforge_hpo.artifact.ArtifactBuilder.compile_timeout_seconds |
Definition at line 423 of file artifact.py.
| pineforge_hpo.artifact.ArtifactBuilder.compiler |
Definition at line 414 of file artifact.py.
| pineforge_hpo.artifact.ArtifactBuilder.eigen_include |
Definition at line 415 of file artifact.py.
| pineforge_hpo.artifact.ArtifactBuilder.engine_root |
Definition at line 408 of file artifact.py.
Referenced by pineforge_hpo.artifact.ArtifactBuilder.enrich_window_plan().
| pineforge_hpo.artifact.ArtifactBuilder.lock_timeout_seconds |
| pineforge_hpo.artifact.ArtifactBuilder.plugin_load |
Definition at line 421 of file artifact.py.
Referenced by pineforge_hpo.artifact.ArtifactBuilder.build().
| pineforge_hpo.artifact.ArtifactBuilder.plugin_validator |
Definition at line 420 of file artifact.py.
| pineforge_hpo.artifact.ArtifactBuilder.wrapper_launched |
Definition at line 426 of file artifact.py.
Referenced by pineforge_hpo.artifact.ArtifactBuilder.build(), and pineforge_hpo.artifact.ArtifactBuilder.build_cpp().