File size: 1,768 Bytes
9c84f9d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
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
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
from typing import Any

from solar_eval.models.base import CustomBaseModel
from solar_eval.models.enums import EvaluatorType, PipelineType


class EvaluatorCategory(CustomBaseModel):
    name: str
    weight: float


class EvaluatorConfig(CustomBaseModel):
    type: EvaluatorType
    categories: list[EvaluatorCategory] | None = None
    rules: list[str] | None = None
    metrics: list[str] | None = None
    components: list[dict[str, Any]] | None = None


class PipelineStepConfig(CustomBaseModel):
    name: str
    type: str  # "llm" or "rule"
    model: str | None = None
    prompt_key: str | None = None
    config: dict[str, Any] | None = None


class PipelineConfig(CustomBaseModel):
    text_split_size: int | None = None
    steps: list[PipelineStepConfig] | None = None


class TaskConfig(CustomBaseModel):
    name: str
    dataset_path: str
    input_fields: list[str]
    golden_field: str | None = None
    golden_fields: dict[str, str] | None = None
    pipeline: PipelineType
    pipeline_config: PipelineConfig | None = None
    evaluator: EvaluatorConfig


class DatasetConfig(CustomBaseModel):
    source: str = "huggingface"
    repo: str


class ProjectConfig(CustomBaseModel):
    name: str
    display_name: str
    description: str = ""
    dataset: DatasetConfig
    tasks: list[TaskConfig]


class ProjectCreate(CustomBaseModel):
    name: str
    display_name: str
    description: str = ""
    config: dict  # Raw YAML-parsed config


class ProjectResponse(CustomBaseModel):
    id: str
    name: str
    display_name: str
    description: str
    config: dict
    created_at: str


class ProjectListResponse(CustomBaseModel):
    id: str
    name: str
    display_name: str
    description: str
    task_count: int
    created_at: str