Bases: StaticCollection
A class used to store information about a datum for either a 'GroundTruth' or a 'Prediction'.
Attributes:
Name |
Type |
Description |
uid |
String
|
|
text |
(String, optional)
|
The text of the datum, if the datum is a piece of text, otherwise None.
|
metadata |
Dictionary
|
A dictionary of metadata that describes the datum.
|
Examples:
>>> Datum(uid="uid1")
>>> Datum(uid="uid1", metadata={})
>>> Datum(uid="uid1", metadata={"foo": "bar", "pi": 3.14})
>>> Datum(uid="uid2", text="Did Lincoln win the election of 1860?", metadata={"query_created_by": "Alice"})
Source code in valor/schemas/symbolic/collections.py
| class Datum(StaticCollection):
"""
A class used to store information about a datum for either a 'GroundTruth' or a 'Prediction'.
Attributes
----------
uid : String
The UID of the datum.
text : String, optional
The text of the datum, if the datum is a piece of text, otherwise None.
metadata : Dictionary
A dictionary of metadata that describes the datum.
Examples
--------
>>> Datum(uid="uid1")
>>> Datum(uid="uid1", metadata={})
>>> Datum(uid="uid1", metadata={"foo": "bar", "pi": 3.14})
>>> Datum(uid="uid2", text="Did Lincoln win the election of 1860?", metadata={"query_created_by": "Alice"})
"""
uid: String = String.symbolic(owner="datum", name="uid")
text: String = String.symbolic(owner="datum", name="text")
metadata: Dictionary = Dictionary.symbolic(owner="datum", name="metadata")
def __init__(
self,
*,
uid: str,
text: Optional[str] = None,
metadata: Optional[dict] = None,
):
"""
Constructs a datum.
Parameters
----------
uid : str
The UID of the datum.
text : str, optional
The text of the datum, if the datum is a piece of text, otherwise None.
metadata : dict, optional
A dictionary of metadata that describes the datum.
"""
super().__init__(
uid=uid, text=text, metadata=metadata if metadata else dict()
)
@staticmethod
def formatting() -> Dict[str, Any]:
"""Attribute format mapping."""
return {
"text": String.nullable,
}
|
Functions
valor.Datum.__init__(*, uid, text=None, metadata=None)
Constructs a datum.
Parameters:
Name |
Type |
Description |
Default |
uid
|
str
|
|
required
|
text
|
str
|
The text of the datum, if the datum is a piece of text, otherwise None.
|
None
|
metadata
|
dict
|
A dictionary of metadata that describes the datum.
|
None
|
Source code in valor/schemas/symbolic/collections.py
| def __init__(
self,
*,
uid: str,
text: Optional[str] = None,
metadata: Optional[dict] = None,
):
"""
Constructs a datum.
Parameters
----------
uid : str
The UID of the datum.
text : str, optional
The text of the datum, if the datum is a piece of text, otherwise None.
metadata : dict, optional
A dictionary of metadata that describes the datum.
"""
super().__init__(
uid=uid, text=text, metadata=metadata if metadata else dict()
)
|
Attribute format mapping.
Source code in valor/schemas/symbolic/collections.py
| @staticmethod
def formatting() -> Dict[str, Any]:
"""Attribute format mapping."""
return {
"text": String.nullable,
}
|