core.services.context.config

config

Classes:

Name	Description
Auth
Run
Experiment
ModelVersion
DatasetVersion
Datalake
JobTraining
JobPreAnn
JobDSVCreate
JobAutoTag
JobModelProcess
OverrideOutputsMixin	Shared toggle to overwrite/replace existing outputs without prompting.
BaseConfig
InputDatasetVersionCreation
OutputDatasetVersionCreation
DatasetVersionCreationConfig
InputPreAnnotation
PreAnnotationConfig
AutoTagRunParams
InputDataAutoTagging
OutputDataAutoTagging
DataAutoTaggingConfig
InputModelProcess
ModelProcessConfig
InputTraining
OutputTraining

Auth

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.Auth[Auth]

              

              click picsellia_cv_engine.core.services.context.config.Auth href "" "picsellia_cv_engine.core.services.context.config.Auth"
            

Attributes:

Name	Type	Description
organization_name	str
env	str | None
host	str | None

organization_name instance-attribute

env = None class-attribute instance-attribute

host = None class-attribute instance-attribute

Run

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.Run[Run]

              

              click picsellia_cv_engine.core.services.context.config.Run href "" "picsellia_cv_engine.core.services.context.config.Run"
            

Attributes:

Name	Type	Description
name	str | None
working_dir	str | None
mode	Literal['local', 'picsellia'] | None

name = None class-attribute instance-attribute

working_dir = None class-attribute instance-attribute

mode = None class-attribute instance-attribute

Experiment

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.Experiment[Experiment]

              

              click picsellia_cv_engine.core.services.context.config.Experiment href "" "picsellia_cv_engine.core.services.context.config.Experiment"
            

Attributes:

Name	Type	Description
id	str | None
name	str | None
project_name	str | None
url	str | None

id = None class-attribute instance-attribute

name = None class-attribute instance-attribute

project_name = None class-attribute instance-attribute

url = None class-attribute instance-attribute

ModelVersion

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.ModelVersion[ModelVersion]

              

              click picsellia_cv_engine.core.services.context.config.ModelVersion href "" "picsellia_cv_engine.core.services.context.config.ModelVersion"
            

Attributes:

Name	Type	Description
id	str
name	str | None
origin_name	str | None
url	str | None
visibility	Literal['private', 'public']

id instance-attribute

name = None class-attribute instance-attribute

origin_name = None class-attribute instance-attribute

url = None class-attribute instance-attribute

visibility instance-attribute

DatasetVersion

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.DatasetVersion[DatasetVersion]

              

              click picsellia_cv_engine.core.services.context.config.DatasetVersion href "" "picsellia_cv_engine.core.services.context.config.DatasetVersion"
            

Attributes:

Name	Type	Description
id	str | None
name	str | None
origin_name	str | None
version_name	str | None
url	str | None

id = None class-attribute instance-attribute

name = None class-attribute instance-attribute

origin_name = None class-attribute instance-attribute

version_name = None class-attribute instance-attribute

url = None class-attribute instance-attribute

Datalake

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.Datalake[Datalake]

              

              click picsellia_cv_engine.core.services.context.config.Datalake href "" "picsellia_cv_engine.core.services.context.config.Datalake"
            

Attributes:

Name	Type	Description
id	str
name	str | None
url	str | None

id instance-attribute

name = None class-attribute instance-attribute

url = None class-attribute instance-attribute

JobTraining

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.JobTraining[JobTraining]

              

              click picsellia_cv_engine.core.services.context.config.JobTraining href "" "picsellia_cv_engine.core.services.context.config.JobTraining"
            

Attributes:

Name	Type	Description
type	Literal['TRAINING']

type instance-attribute

JobPreAnn

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.JobPreAnn[JobPreAnn]

              

              click picsellia_cv_engine.core.services.context.config.JobPreAnn href "" "picsellia_cv_engine.core.services.context.config.JobPreAnn"
            

Attributes:

Name	Type	Description
type	Literal['PRE_ANNOTATION']

type instance-attribute

JobDSVCreate

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.JobDSVCreate[JobDSVCreate]

              

              click picsellia_cv_engine.core.services.context.config.JobDSVCreate href "" "picsellia_cv_engine.core.services.context.config.JobDSVCreate"
            

Attributes:

Name	Type	Description
type	Literal['DATASET_VERSION_CREATION']

type instance-attribute

JobAutoTag

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.JobAutoTag[JobAutoTag]

              

              click picsellia_cv_engine.core.services.context.config.JobAutoTag href "" "picsellia_cv_engine.core.services.context.config.JobAutoTag"
            

Attributes:

Name	Type	Description
type	Literal['DATA_AUTO_TAGGING']

type instance-attribute

JobModelProcess

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.JobModelProcess[JobModelProcess]

              

              click picsellia_cv_engine.core.services.context.config.JobModelProcess href "" "picsellia_cv_engine.core.services.context.config.JobModelProcess"
            

Attributes:

Name	Type	Description
type	Literal['MODEL_CONVERSION', 'MODEL_COMPRESSION']

type instance-attribute

OverrideOutputsMixin

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

              

              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Shared toggle to overwrite/replace existing outputs without prompting.

Attributes:

Name	Type	Description
override_outputs	bool

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

BaseConfig

Bases: OverrideOutputsMixin, BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.BaseConfig[BaseConfig]
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

                              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin --> picsellia_cv_engine.core.services.context.config.BaseConfig
                


              click picsellia_cv_engine.core.services.context.config.BaseConfig href "" "picsellia_cv_engine.core.services.context.config.BaseConfig"
              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Attributes:

Name	Type	Description
auth	Auth
run	Run
parameters	dict[str, Any]
inputs	dict[str, Any]
target_id	str | None
override_outputs	bool

auth instance-attribute

run = Run() class-attribute instance-attribute

parameters = Field(default_factory=dict) class-attribute instance-attribute

inputs = Field(default_factory=dict) class-attribute instance-attribute

target_id = None class-attribute instance-attribute

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

InputDatasetVersionCreation

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.InputDatasetVersionCreation[InputDatasetVersionCreation]

              

              click picsellia_cv_engine.core.services.context.config.InputDatasetVersionCreation href "" "picsellia_cv_engine.core.services.context.config.InputDatasetVersionCreation"
            

Attributes:

Name	Type	Description
dataset_version	DatasetVersion

dataset_version instance-attribute

OutputDatasetVersionCreation

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.OutputDatasetVersionCreation[OutputDatasetVersionCreation]

              

              click picsellia_cv_engine.core.services.context.config.OutputDatasetVersionCreation href "" "picsellia_cv_engine.core.services.context.config.OutputDatasetVersionCreation"
            

Attributes:

Name	Type	Description
dataset_version	DatasetVersion

dataset_version instance-attribute

DatasetVersionCreationConfig

Bases: BaseConfig

              flowchart TD
              picsellia_cv_engine.core.services.context.config.DatasetVersionCreationConfig[DatasetVersionCreationConfig]
              picsellia_cv_engine.core.services.context.config.BaseConfig[BaseConfig]
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

                              picsellia_cv_engine.core.services.context.config.BaseConfig --> picsellia_cv_engine.core.services.context.config.DatasetVersionCreationConfig
                                picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin --> picsellia_cv_engine.core.services.context.config.BaseConfig
                



              click picsellia_cv_engine.core.services.context.config.DatasetVersionCreationConfig href "" "picsellia_cv_engine.core.services.context.config.DatasetVersionCreationConfig"
              click picsellia_cv_engine.core.services.context.config.BaseConfig href "" "picsellia_cv_engine.core.services.context.config.BaseConfig"
              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Attributes:

Name	Type	Description
job	JobDSVCreate
input	InputDatasetVersionCreation
output	OutputDatasetVersionCreation
override_outputs	bool
auth	Auth
run	Run
parameters	dict[str, Any]
inputs	dict[str, Any]
target_id	str | None

job instance-attribute

input instance-attribute

output instance-attribute

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

auth instance-attribute

run = Run() class-attribute instance-attribute

parameters = Field(default_factory=dict) class-attribute instance-attribute

inputs = Field(default_factory=dict) class-attribute instance-attribute

target_id = None class-attribute instance-attribute

InputPreAnnotation

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.InputPreAnnotation[InputPreAnnotation]

              

              click picsellia_cv_engine.core.services.context.config.InputPreAnnotation href "" "picsellia_cv_engine.core.services.context.config.InputPreAnnotation"
            

Attributes:

Name	Type	Description
dataset_version	DatasetVersion | None
model_version	ModelVersion | None

dataset_version = None class-attribute instance-attribute

model_version = None class-attribute instance-attribute

PreAnnotationConfig

Bases: BaseConfig

              flowchart TD
              picsellia_cv_engine.core.services.context.config.PreAnnotationConfig[PreAnnotationConfig]
              picsellia_cv_engine.core.services.context.config.BaseConfig[BaseConfig]
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

                              picsellia_cv_engine.core.services.context.config.BaseConfig --> picsellia_cv_engine.core.services.context.config.PreAnnotationConfig
                                picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin --> picsellia_cv_engine.core.services.context.config.BaseConfig
                



              click picsellia_cv_engine.core.services.context.config.PreAnnotationConfig href "" "picsellia_cv_engine.core.services.context.config.PreAnnotationConfig"
              click picsellia_cv_engine.core.services.context.config.BaseConfig href "" "picsellia_cv_engine.core.services.context.config.BaseConfig"
              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Attributes:

Name	Type	Description
job	JobPreAnn
input	InputPreAnnotation
override_outputs	bool
auth	Auth
run	Run
parameters	dict[str, Any]
inputs	dict[str, Any]
target_id	str | None

job instance-attribute

input instance-attribute

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

auth instance-attribute

run = Run() class-attribute instance-attribute

parameters = Field(default_factory=dict) class-attribute instance-attribute

inputs = Field(default_factory=dict) class-attribute instance-attribute

target_id = None class-attribute instance-attribute

AutoTagRunParams

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.AutoTagRunParams[AutoTagRunParams]

              

              click picsellia_cv_engine.core.services.context.config.AutoTagRunParams href "" "picsellia_cv_engine.core.services.context.config.AutoTagRunParams"
            

Attributes:

Name	Type	Description
offset	int
limit	int

offset = 0 class-attribute instance-attribute

limit = 100 class-attribute instance-attribute

InputDataAutoTagging

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.InputDataAutoTagging[InputDataAutoTagging]

              

              click picsellia_cv_engine.core.services.context.config.InputDataAutoTagging href "" "picsellia_cv_engine.core.services.context.config.InputDataAutoTagging"
            

Attributes:

Name	Type	Description
datalake	Datalake
model_version	ModelVersion | None

datalake instance-attribute

model_version = None class-attribute instance-attribute

OutputDataAutoTagging

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.OutputDataAutoTagging[OutputDataAutoTagging]

              

              click picsellia_cv_engine.core.services.context.config.OutputDataAutoTagging href "" "picsellia_cv_engine.core.services.context.config.OutputDataAutoTagging"
            

Attributes:

Name	Type	Description
datalake	Datalake

datalake instance-attribute

DataAutoTaggingConfig

Bases: BaseConfig

              flowchart TD
              picsellia_cv_engine.core.services.context.config.DataAutoTaggingConfig[DataAutoTaggingConfig]
              picsellia_cv_engine.core.services.context.config.BaseConfig[BaseConfig]
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

                              picsellia_cv_engine.core.services.context.config.BaseConfig --> picsellia_cv_engine.core.services.context.config.DataAutoTaggingConfig
                                picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin --> picsellia_cv_engine.core.services.context.config.BaseConfig
                



              click picsellia_cv_engine.core.services.context.config.DataAutoTaggingConfig href "" "picsellia_cv_engine.core.services.context.config.DataAutoTaggingConfig"
              click picsellia_cv_engine.core.services.context.config.BaseConfig href "" "picsellia_cv_engine.core.services.context.config.BaseConfig"
              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Attributes:

Name	Type	Description
job	JobAutoTag
input	InputDataAutoTagging
output	OutputDataAutoTagging
run_parameters	AutoTagRunParams
override_outputs	bool
auth	Auth
run	Run
parameters	dict[str, Any]
inputs	dict[str, Any]
target_id	str | None

job instance-attribute

input instance-attribute

output instance-attribute

run_parameters instance-attribute

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

auth instance-attribute

run = Run() class-attribute instance-attribute

parameters = Field(default_factory=dict) class-attribute instance-attribute

inputs = Field(default_factory=dict) class-attribute instance-attribute

target_id = None class-attribute instance-attribute

InputModelProcess

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.InputModelProcess[InputModelProcess]

              

              click picsellia_cv_engine.core.services.context.config.InputModelProcess href "" "picsellia_cv_engine.core.services.context.config.InputModelProcess"
            

Attributes:

Name	Type	Description
model_version	ModelVersion

model_version instance-attribute

ModelProcessConfig

Bases: BaseConfig

              flowchart TD
              picsellia_cv_engine.core.services.context.config.ModelProcessConfig[ModelProcessConfig]
              picsellia_cv_engine.core.services.context.config.BaseConfig[BaseConfig]
              picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin[OverrideOutputsMixin]

                              picsellia_cv_engine.core.services.context.config.BaseConfig --> picsellia_cv_engine.core.services.context.config.ModelProcessConfig
                                picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin --> picsellia_cv_engine.core.services.context.config.BaseConfig
                



              click picsellia_cv_engine.core.services.context.config.ModelProcessConfig href "" "picsellia_cv_engine.core.services.context.config.ModelProcessConfig"
              click picsellia_cv_engine.core.services.context.config.BaseConfig href "" "picsellia_cv_engine.core.services.context.config.BaseConfig"
              click picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin href "" "picsellia_cv_engine.core.services.context.config.OverrideOutputsMixin"
            

Attributes:

Name	Type	Description
job	JobModelProcess
input	InputModelProcess
override_outputs	bool
auth	Auth
run	Run
parameters	dict[str, Any]
inputs	dict[str, Any]
target_id	str | None

job instance-attribute

input instance-attribute

override_outputs = Field(default=False, description='If true, existing target outputs (e.g., experiment bindings, dataset versions, target datalakes) will be overwritten or recreated without confirmation prompts where applicable.') class-attribute instance-attribute

auth instance-attribute

run = Run() class-attribute instance-attribute

parameters = Field(default_factory=dict) class-attribute instance-attribute

inputs = Field(default_factory=dict) class-attribute instance-attribute

target_id = None class-attribute instance-attribute

InputTraining

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.InputTraining[InputTraining]

              

              click picsellia_cv_engine.core.services.context.config.InputTraining href "" "picsellia_cv_engine.core.services.context.config.InputTraining"
            

Attributes:

Name	Type	Description
train_dataset_version	DatasetVersion | None
test_dataset_version	DatasetVersion | None
validation_dataset_version	DatasetVersion | None
model_version	ModelVersion | None

train_dataset_version = None class-attribute instance-attribute

test_dataset_version = None class-attribute instance-attribute

validation_dataset_version = None class-attribute instance-attribute

model_version = None class-attribute instance-attribute

OutputTraining

Bases: BaseModel

              flowchart TD
              picsellia_cv_engine.core.services.context.config.OutputTraining[OutputTraining]

              

              click picsellia_cv_engine.core.services.context.config.OutputTraining href "" "picsellia_cv_engine.core.services.context.config.OutputTraining"
            

Attributes:

Name	Type	Description
experiment	Experiment

experiment instance-attribute