class ExperimentGroupQueryManager(BaseQueryManager):
NAME = 'experiment_group'
FIELDS_PROXY = {
'status': 'status__status',
'concurrency': 'hptuning__concurrency',
'type': 'group_type',
}
PARSERS_BY_FIELD = {
# Id
'id': parse_value_operation,
# Dates
'created_at': parse_datetime_operation,
'updated_at': parse_datetime_operation,
'started_at': parse_datetime_operation,
'finished_at': parse_datetime_operation,
# Name
'name': parse_search_operation,
# Description
'description': parse_search_operation,
# User
'user': parse_value_operation,
# Status
'status': parse_value_operation,
# Project
'project': parse_value_operation,
# Type
'type': parse_value_operation,
# Tags
'tags': parse_value_operation,
# hptuning
'search_algorithm': parse_value_operation,
'concurrency': parse_scalar_operation,
}
CONDITIONS_BY_FIELD = {
# Id
'id': ValueCondition,
# Dates
'created_at': DateTimeCondition,
'updated_at': DateTimeCondition,
'started_at': DateTimeCondition,
'finished_at': DateTimeCondition,
# Name
'name': SearchCondition,
# Description
'description': SearchCondition,
# User
'user': ValueCondition,
# Status
'status': ValueCondition,
# Project
'project': ValueCondition,
# Type
'type': ValueCondition,
# Tags
'tags': ArrayCondition,
# hptuning
'search_algorithm': CallbackCondition(_search_algorithm_condition),
'concurrency': ComparisonCondition,
}
class ExperimentQueryManager(BaseQueryManager):
NAME = 'experiment'
FIELDS_PROXY = {
'metric': 'last_metric',
'status': 'status__status',
'group': 'experiment_group',
'build': 'build_job',
'commit': 'code_reference__commit',
}
PARSERS_BY_FIELD = {
# Id
'id': parse_value_operation,
# Dates
'created_at': parse_datetime_operation,
'updated_at': parse_datetime_operation,
'started_at': parse_datetime_operation,
'finished_at': parse_datetime_operation,
# Name
'name': parse_value_operation,
# User
'user': parse_value_operation,
# Status
'status': parse_value_operation,
# Project
'project': parse_value_operation,
# Groups
'group': parse_value_operation,
# Builds
'build': parse_value_operation,
# Commit
'commit': parse_value_operation,
# Declarations
'declarations': parse_value_operation,
# Tags
'tags': parse_value_operation,
# Metrics
'metric': parse_scalar_operation,
# Idependent
'independent': parse_value_operation,
}
CONDITIONS_BY_FIELD = {
# Id
'id': ValueCondition,
# Dates
'created_at': DateTimeCondition,
'updated_at': DateTimeCondition,
'started_at': DateTimeCondition,
'finished_at': DateTimeCondition,
# Name
'name': ValueCondition,
# User
'user': ValueCondition,
# Status
'status': ValueCondition,
# Project
'project': ValueCondition,
# Groups
'group': ValueCondition,
# Builds
'build': ValueCondition,
# Commit
'commit': ValueCondition,
# Declarations
'declarations': ValueCondition,
# Tags
'tags': ArrayCondition,
# Metrics
'metric': ComparisonCondition,
# Independent
'independent': CallbackCondition(_indepenent_condition),
}
