Class swarmauri_standard.evaluator_results.EvalResult.EvalResult
swarmauri_standard.evaluator_results.EvalResult.EvalResult
EvalResult(score, metadata, program)
Bases: EvalResultBase
Concrete implementation of EvalResultBase.
This class holds a program reference, scalar score, and metadata. It provides a fully implemented evaluation result object.
Attributes
type : Literal["EvalResult"] Type identifier for this component _score : float The numerical evaluation score _metadata : Dict[str, Any] Dictionary containing metadata about the evaluation _program : IProgram The program that was evaluated _metadata_schema : ClassVar[Dict[str, Any]] Schema for validating metadata structure
Initialize a new evaluation result with score, metadata, and program.
Parameters
score : float The numerical evaluation score metadata : Dict[str, Any] Dictionary containing metadata about the evaluation program : IProgram The program that was evaluated
Raises
TypeError If score is not a float or if metadata keys are not strings ValueError If program is None
Source code in swarmauri_standard/evaluator_results/EvalResult.py
44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 |
|
type
class-attribute
instance-attribute
type = 'EvalResult'
model_config
class-attribute
instance-attribute
model_config = ConfigDict(
extra="allow", arbitrary_types_allowed=True
)
id
class-attribute
instance-attribute
id = Field(default_factory=generate_id)
members
class-attribute
instance-attribute
members = None
owners
class-attribute
instance-attribute
owners = None
host
class-attribute
instance-attribute
host = None
default_logger
class-attribute
default_logger = None
logger
class-attribute
instance-attribute
logger = None
name
class-attribute
instance-attribute
name = None
version
class-attribute
instance-attribute
version = '0.1.0'
score
property
score
Get the evaluation score.
Returns
float The numerical score of the evaluation.
metadata
property
metadata
Get additional metadata about the evaluation.
Returns
Dict[str, Any] Dictionary containing metadata about the evaluation.
program
property
program
Get the program associated with this evaluation result.
Returns
IProgram The program that was evaluated.
update_metadata
update_metadata(new_metadata)
Update the evaluation result metadata with new values.
Parameters
new_metadata : Dict[str, Any] New metadata to add or update
Raises
TypeError If new metadata keys are not strings
Source code in swarmauri_standard/evaluator_results/EvalResult.py
117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 |
|
compare_to
compare_to(other)
Compare this evaluation result to another based on score.
Parameters
other : EvalResult Another evaluation result to compare with
Returns
int 1 if this result is better, -1 if other is better, 0 if equal
Raises
TypeError If other is not an EvalResult
Source code in swarmauri_standard/evaluator_results/EvalResult.py
140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 |
|
register_model
classmethod
register_model()
Decorator to register a base model in the unified registry.
RETURNS | DESCRIPTION |
---|---|
Callable
|
A decorator function that registers the model class.
TYPE:
|
Source code in swarmauri_base/DynamicBase.py
562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 |
|
register_type
classmethod
register_type(resource_type=None, type_name=None)
Decorator to register a subtype under one or more base models in the unified registry.
PARAMETER | DESCRIPTION |
---|---|
resource_type
|
The base model(s) under which to register the subtype. If None, all direct base classes (except DynamicBase) are used.
TYPE:
|
type_name
|
An optional custom type name for the subtype.
TYPE:
|
RETURNS | DESCRIPTION |
---|---|
Callable
|
A decorator function that registers the subtype.
TYPE:
|
Source code in swarmauri_base/DynamicBase.py
587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 |
|
model_validate_toml
classmethod
model_validate_toml(toml_data)
Validate a model from a TOML string.
Source code in swarmauri_base/TomlMixin.py
12 13 14 15 16 17 18 19 20 21 22 23 24 |
|
model_dump_toml
model_dump_toml(
fields_to_exclude=None, api_key_placeholder=None
)
Return a TOML representation of the model.
Source code in swarmauri_base/TomlMixin.py
26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 |
|
model_validate_yaml
classmethod
model_validate_yaml(yaml_data)
Validate a model from a YAML string.
Source code in swarmauri_base/YamlMixin.py
11 12 13 14 15 16 17 18 19 20 21 22 23 |
|
model_dump_yaml
model_dump_yaml(
fields_to_exclude=None, api_key_placeholder=None
)
Return a YAML representation of the model.
Source code in swarmauri_base/YamlMixin.py
25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 |
|
model_post_init
model_post_init(logger=None)
Assign a logger instance after model initialization.
Source code in swarmauri_base/LoggerMixin.py
23 24 25 26 27 28 |
|