Class: Parallel

Run modules in parallel across batched inputs (dspy.Parallel).

 classDiagram
    class Parallel
    click Parallel href "../Parallel/"
      Module <|-- Parallel
        click Module href "../Module/"

      Parallel : callbacks

      Parallel : compiled

      Parallel : description

      Parallel : history





        Parallel --> "*" LMHistoryEntry : history
        click LMHistoryEntry href "../LMHistoryEntry/"



      Parallel : id

      Parallel : max_errors

      Parallel : name

      Parallel : num_threads

      Parallel : predictors





        Parallel --> "*" Predictor : predictors
        click Predictor href "../Predictor/"



      Parallel : provide_traceback

      Parallel : sub_modules





        Parallel --> "*" Module : sub_modules
        click Module href "../Module/"

Inheritance

NamedThing
- Module
  - Parallel

Slots

Name	Cardinality and Range	Description	Inheritance
num_threads	0..1 Integer		direct
max_errors	0..1 Integer		direct
provide_traceback	0..1 Boolean		direct
compiled	0..1 Boolean	Whether the module has been compiled by a teleprompter	Module
callbacks	* String	Dotted import paths of callbacks registered on the module	Module
history	* LMHistoryEntry	Per-module call history of LM requests / responses	Module
predictors	* Predictor	Predictor children of a composite Module (named_predictors())	Module
sub_modules	* Module	Nested Module children of a composite Module	Module
id	1 Identifier	Stable opaque identifier for an instance	NamedThing
name	0..1 String	Short human-readable name	NamedThing
description	0..1 String	Free-form description	NamedThing

In Subsets

Modules

Identifier and Mapping Information

Annotations

property	value
dspy_source_paths	['dspy/predict/parallel.py']
dspy_source_urls	['https://github.com/stanfordnlp/dspy/blob/main/dspy/predict/parallel.py']

Schema Source

from schema: https://w3id.org/lmodel/dspy

Mappings

Mapping Type	Mapped Value
self	dspy:Parallel
native	dspy:Parallel

LinkML Source

Direct

name: Parallel
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/predict/parallel.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/predict/parallel.py
description: Run modules in parallel across batched inputs (``dspy.Parallel``).
in_subset:
- modules
from_schema: https://w3id.org/lmodel/dspy
is_a: Module
slots:
- num_threads
- max_errors
- provide_traceback

Induced

name: Parallel
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/predict/parallel.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/predict/parallel.py
description: Run modules in parallel across batched inputs (``dspy.Parallel``).
in_subset:
- modules
from_schema: https://w3id.org/lmodel/dspy
is_a: Module
attributes:
  num_threads:
    name: num_threads
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - Parallel
    - BootstrapFewShotWithRandomSearch
    - GEPA
    - BootstrapFinetune
    - Evaluate
    - Settings
    range: integer
    minimum_value: 1
  max_errors:
    name: max_errors
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - Parallel
    - BootstrapFewShot
    - Evaluate
    - Settings
    range: integer
    minimum_value: 0
  provide_traceback:
    name: provide_traceback
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: boolean(False)
    owner: Parallel
    domain_of:
    - Parallel
    - Evaluate
    - Settings
    range: boolean
  compiled:
    name: compiled
    description: Whether the module has been compiled by a teleprompter.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: boolean(False)
    owner: Parallel
    domain_of:
    - Module
    range: boolean
  callbacks:
    name: callbacks
    description: Dotted import paths of callbacks registered on the module.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - BaseLM
    - Adapter
    - Module
    - Settings
    range: string
    multivalued: true
  history:
    name: history
    description: Per-module call history of LM requests / responses.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - BaseLM
    - Module
    range: LMHistoryEntry
    multivalued: true
    inlined: true
    inlined_as_list: true
  predictors:
    name: predictors
    description: Predictor children of a composite Module (named_predictors()).
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - Module
    range: Predictor
    multivalued: true
    inlined: true
    inlined_as_list: true
  sub_modules:
    name: sub_modules
    description: Nested Module children of a composite Module.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Parallel
    domain_of:
    - Module
    range: Module
    multivalued: true
    inlined: true
    inlined_as_list: true
  id:
    name: id
    description: Stable opaque identifier for an instance.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: Parallel
    domain_of:
    - NamedThing
    range: Identifier
    required: true
  name:
    name: name
    description: Short human-readable name.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: rdfs:label
    owner: Parallel
    domain_of:
    - NamedThing
    - LMToolCallPart
    - LMMessage
    - LMToolSpec
    range: string
  description:
    name: description
    description: Free-form description.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: dct:description
    owner: Parallel
    domain_of:
    - NamedThing
    - LMToolSpec
    range: string