1 oracle.pipelines.online_vin

oracle.pipelines.online_vin

Online Oracle-label dataset source for VIN training.

This module provides an iterable source that streams ATEK/ASE snippets through the EFM adaptor and computes GT-mesh Oracle labels at runtime. It yields VinOracleBatch while preserving actor-visible EFM/EVL evidence versus Oracle RRI and GT-OBB supervision boundaries. Immutable source reading remains in aria_nbv.data_handling.vin_store.

1.1 Classes

Name	Description
VinOracleOnlineDataset	Iterable dataset yielding `VinOracleBatch` with online oracle labels.
VinOracleOnlineDatasetConfig	Configuration for online oracle VIN datasets.

1.1.1 VinOracleOnlineDataset

oracle.pipelines.online_vin.VinOracleOnlineDataset(
    base,
    labeler,
    max_attempts_per_batch,
    verbosity,
    efm_keep_keys,
)

Iterable dataset yielding VinOracleBatch with online oracle labels.

1.1.1.1 Attributes

Name	Description
is_map_style	Whether the dataset supports random access and batching.

1.1.2 VinOracleOnlineDatasetConfig

oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig()

Configuration for online oracle VIN datasets.

1.1.2.1 Attributes

Name	Description
kind	Discriminator for online datasets.
target_type	Return the factory target for `BaseConfig.setup_target`.
paths	Project path resolver.
dataset	EFM dataset configuration used to stream raw snippets.
train_overrides	Optional field overrides applied for the train split.
val_overrides	Optional field overrides applied for val/test splits.
labeler	Oracle labeler configuration.
max_attempts_per_batch	Maximum oracle attempts before raising.
efm_keep_keys	Optional allowlist of consumed EFM key families retained after online labeling.
prune_efm_snippet	Whether to prune EFM snippets before returning VIN batches.
verbosity	Verbosity level for dataset and labeler diagnostics.
is_map_style	Return whether this source yields a map-style dataset.

1.1.2.2 Methods

Name	Description
setup_target	Instantiate the online VIN dataset for the requested split.

1.1.2.2.1 setup_target

oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.setup_target(split)

Instantiate the online VIN dataset for the requested split.

# oracle.pipelines.online_vin { #aria_nbv.oracle.pipelines.online_vin } `oracle.pipelines.online_vin` Online Oracle-label dataset source for VIN training. This module provides an iterable source that streams ATEK/ASE snippets through the EFM adaptor and computes GT-mesh Oracle labels at runtime. It yields :class:`VinOracleBatch` while preserving actor-visible EFM/EVL evidence versus Oracle RRI and GT-OBB supervision boundaries. Immutable source reading remains in :mod:`aria_nbv.data_handling.vin_store`. ## Classes | Name | Description | | --- | --- | | [VinOracleOnlineDataset](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDataset) | Iterable dataset yielding `VinOracleBatch` with online oracle labels. | | [VinOracleOnlineDatasetConfig](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig) | Configuration for online oracle VIN datasets. | ### VinOracleOnlineDataset { #aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDataset } ```python oracle.pipelines.online_vin.VinOracleOnlineDataset( base, labeler, max_attempts_per_batch, verbosity, efm_keep_keys, ) ``` Iterable dataset yielding `VinOracleBatch` with online oracle labels. #### Attributes | Name | Description | | --- | --- | | [is_map_style](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDataset.is_map_style) | Whether the dataset supports random access and batching. | ### VinOracleOnlineDatasetConfig { #aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig } ```python oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig() ``` Configuration for online oracle VIN datasets. #### Attributes | Name | Description | | --- | --- | | [kind](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.kind) | Discriminator for online datasets. | | [target_type](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.target_type) | Return the factory target for `BaseConfig.setup_target`. | | [paths](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.paths) | Project path resolver. | | [dataset](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.dataset) | EFM dataset configuration used to stream raw snippets. | | [train_overrides](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.train_overrides) | Optional field overrides applied for the train split. | | [val_overrides](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.val_overrides) | Optional field overrides applied for val/test splits. | | [labeler](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.labeler) | Oracle labeler configuration. | | [max_attempts_per_batch](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.max_attempts_per_batch) | Maximum oracle attempts before raising. | | [efm_keep_keys](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.efm_keep_keys) | Optional allowlist of consumed EFM key families retained after online labeling. | | [prune_efm_snippet](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.prune_efm_snippet) | Whether to prune EFM snippets before returning VIN batches. | | [verbosity](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.verbosity) | Verbosity level for dataset and labeler diagnostics. | | [is_map_style](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.is_map_style) | Return whether this source yields a map-style dataset. | #### Methods | Name | Description | | --- | --- | | [setup_target](#aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.setup_target) | Instantiate the online VIN dataset for the requested split. | ##### setup_target { #aria_nbv.oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.setup_target } ```python oracle.pipelines.online_vin.VinOracleOnlineDatasetConfig.setup_target(split) ``` Instantiate the online VIN dataset for the requested split.