test_padis_reconstruction_driver.py¶

Source: tests/experiments/test_padis_reconstruction_driver.py

Test padis reconstruction driver behaviour.

class IdentityOp: Provide the identity op test double used by this module.

IdentityOp.domain_shape(self): Handle domain shape for the PaDIS workflow.

IdentityOp.range_shape(self): Handle range shape for the PaDIS workflow.

IdentityOp.forward(self, x): Apply the forward operation to the requested values.

IdentityOp.adjoint(self, y): Handle adjoint for the PaDIS workflow.

IdentityOp.inverse(self, y): Handle inverse for the PaDIS workflow.

class TinyDataset: Provide the tiny dataset test double used by this module.

test_baseline_driver_writes_metrics_and_tensors(tmp_path): Verify that baseline driver writes metrics and tensors.

test_result_display_label_distinguishes_patch_and_whole_image_sampling(): Verify that result display label distinguishes patch and whole image sampling.

test_admm_tv_driver_uses_lion_tv_path(monkeypatch, tmp_path): Verify that admm tv driver uses lion tv path.

test_pnp_admm_driver_uses_lion_pnp_path(monkeypatch, tmp_path): Verify that pnp admm driver uses lion pnp path.

test_driver_can_record_ddnm_pseudoinverse_diagnostics(tmp_path): Verify that driver can record ddnm pseudoinverse diagnostics.

test_sampler_payload_records_effective_lipschitz_scaling(): Verify that sampler payload records effective lipschitz scaling.

test_sampler_payload_falls_back_to_matching_device_type_cache_entry(): Verify that sampler payload falls back to matching device type cache entry.

test_reconstruction_cli_validation_rejects_public_repo_for_methods_without_public_analogue(): Verify that reconstruction cli validation rejects public repo for methods without public analogue.

test_public_repo_helper_initialization_is_opt_in_for_helper_methods(): Verify that public repo helper initialization is opt in for helper methods.

test_lion_physics_method_specific_sampler_defaults_are_applied(): Verify that lion physics method specific sampler defaults are applied.

test_checkpoint_metadata_fallback_infers_whole_image_preset(tmp_path): Verify that checkpoint metadata fallback infers whole image preset.

test_checkpoint_sidecar_restores_model_parameter_type(tmp_path): Verify that checkpoint sidecar restores model parameter type.

test_checkpoint_metadata_fallback_infers_patch_ablation_without_position(tmp_path): Verify that checkpoint metadata fallback infers patch ablation without position.