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| # SPDX-FileCopyrightText: © 2025 Tenstorrent USA, Inc. | |
| # SPDX-License-Identifier: Apache-2.0 | |
| """Legacy sampling public surface with lazy compatibility exports. | |
| Importing this package must not eagerly load the TTTv1 sampling generator, | |
| penalties, or trace state. Common TTTv2 code imports neutral value modules | |
| directly; legacy callers retain the aggregate API and trigger only the module | |
| that owns the requested attribute. | |
| """ | |
| from __future__ import annotations | |
| from importlib import import_module | |
| _EXPORTS = { | |
| "TTSampling": (".tt_sampling", "TTSampling"), | |
| "TTPenalties": (".tt_penalties", "TTPenalties"), | |
| "apply_penalties": (".tt_penalties", "apply_penalties"), | |
| "LogProbsCalculator": (".tt_log_probs", "LogProbsCalculator"), | |
| "LogProbsResult": (".tt_log_probs", "LogProbsResult"), | |
| "SamplingGenerator": (".generator", "SamplingGenerator"), | |
| "SamplingParams": (".generator", "SamplingParams"), | |
| "SAMPLING_PARAM_FIELDS": (".generator", "SAMPLING_PARAM_FIELDS"), | |
| "format_sampling_params": (".generator", "format_sampling_params"), | |
| "broadcast_sampling_params": (".generator", "broadcast_sampling_params"), | |
| "scatter_sampling_params_to_slots": (".generator", "scatter_sampling_params_to_slots"), | |
| "slice_sampling_params": (".generator", "slice_sampling_params"), | |
| "chunk_sampling_params": (".generator", "chunk_sampling_params"), | |
| "SeedManager": (".generator", "SeedManager"), | |
| "split_list": ("._utils", "split_list"), | |
| } | |
| __all__ = list(_EXPORTS) | |
| def __getattr__(name: str): | |
| try: | |
| module_name, attribute = _EXPORTS[name] | |
| except KeyError as error: | |
| raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from error | |
| value = getattr(import_module(module_name, __name__), attribute) | |
| globals()[name] = value | |
| return value | |
| def __dir__(): | |
| return sorted(set(globals()) | set(__all__)) | |