Spaces:
Build error
Build error
File size: 3,614 Bytes
1796f63 2c49234 1796f63 |
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 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 |
import os
from literalai import AsyncLiteralClient
from typing_extensions import TypedDict
from typing import Any, Generic, List, Literal, Optional, TypeVar, Union
Field = TypeVar("Field")
Operators = TypeVar("Operators")
Value = TypeVar("Value")
BOOLEAN_OPERATORS = Literal["is", "nis"]
STRING_OPERATORS = Literal["eq", "neq", "ilike", "nilike"]
NUMBER_OPERATORS = Literal["eq", "neq", "gt", "gte", "lt", "lte"]
STRING_LIST_OPERATORS = Literal["in", "nin"]
DATETIME_OPERATORS = Literal["gte", "lte", "gt", "lt"]
OPERATORS = Union[
BOOLEAN_OPERATORS,
STRING_OPERATORS,
NUMBER_OPERATORS,
STRING_LIST_OPERATORS,
DATETIME_OPERATORS,
]
class Filter(Generic[Field], TypedDict, total=False):
field: Field
operator: OPERATORS
value: Any
path: Optional[str]
class OrderBy(Generic[Field], TypedDict):
column: Field
direction: Literal["ASC", "DESC"]
threads_filterable_fields = Literal[
"id",
"createdAt",
"name",
"stepType",
"stepName",
"stepOutput",
"metadata",
"tokenCount",
"tags",
"participantId",
"participantIdentifiers",
"scoreValue",
"duration",
]
threads_orderable_fields = Literal["createdAt", "tokenCount"]
threads_filters = List[Filter[threads_filterable_fields]]
threads_order_by = OrderBy[threads_orderable_fields]
steps_filterable_fields = Literal[
"id",
"name",
"input",
"output",
"participantIdentifier",
"startTime",
"endTime",
"metadata",
"parentId",
"threadId",
"error",
"tags",
]
steps_orderable_fields = Literal["createdAt"]
steps_filters = List[Filter[steps_filterable_fields]]
steps_order_by = OrderBy[steps_orderable_fields]
users_filterable_fields = Literal[
"id",
"createdAt",
"identifier",
"lastEngaged",
"threadCount",
"tokenCount",
"metadata",
]
users_filters = List[Filter[users_filterable_fields]]
scores_filterable_fields = Literal[
"id",
"createdAt",
"participant",
"name",
"tags",
"value",
"type",
"comment",
]
scores_orderable_fields = Literal["createdAt"]
scores_filters = List[Filter[scores_filterable_fields]]
scores_order_by = OrderBy[scores_orderable_fields]
generation_filterable_fields = Literal[
"id",
"createdAt",
"model",
"duration",
"promptLineage",
"promptVersion",
"tags",
"score",
"participant",
"tokenCount",
"error",
]
generation_orderable_fields = Literal[
"createdAt",
"tokenCount",
"model",
"provider",
"participant",
"duration",
]
generations_filters = List[Filter[generation_filterable_fields]]
generations_order_by = OrderBy[generation_orderable_fields]
literal_client = AsyncLiteralClient(api_key=os.getenv("LITERAL_API_KEY_LOGGING"))
# For consistency, use dictionary for user_info
def convert_to_dict(user_info):
# if already a dictionary, return as is
if isinstance(user_info, dict):
return user_info
if hasattr(user_info, "__dict__"):
user_info = user_info.__dict__
return user_info
async def get_user_details(user_email_id):
user_info = await literal_client.api.get_or_create_user(identifier=user_email_id)
return user_info
async def update_user_info(user_info):
# if object type, convert to dictionary
user_info = convert_to_dict(user_info)
await literal_client.api.update_user(
id=user_info["id"],
identifier=user_info["identifier"],
metadata=user_info["metadata"],
)
async def get_thread_step_info(thread_id):
step = await literal_client.api.get_step(thread_id)
return step
|