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Class SavedDataset

sdk/python/feast/saved_dataset.py:78–240  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

76
77
78class SavedDataset:
79 name: str
80 features: List[str]
81 join_keys: List[str]
82 full_feature_names: bool
83 storage: SavedDatasetStorage
84 tags: Dict[str, str]
85 feature_service_name: Optional[str] = None
86
87 created_timestamp: Optional[datetime] = None
88 last_updated_timestamp: Optional[datetime] = None
89
90 min_event_timestamp: Optional[datetime] = None
91 max_event_timestamp: Optional[datetime] = None
92
93 _retrieval_job: Optional["RetrievalJob"] = None
94
95 def __init__(
96 self,
97 name: str,
98 features: List[str],
99 join_keys: List[str],
100 storage: SavedDatasetStorage,
101 full_feature_names: bool = False,
102 tags: Optional[Dict[str, str]] = None,
103 feature_service_name: Optional[str] = None,
104 ):
105 self.name = name
106 self.features = features
107 self.join_keys = join_keys
108 self.storage = storage
109 self.full_feature_names = full_feature_names
110 self.tags = tags or {}
111 self.feature_service_name = feature_service_name
112
113 self._retrieval_job = None
114
115 def __repr__(self):
116 items = (f"{k} = {v}" for k, v in self.__dict__.items())
117 return f"<{self.__class__.__name__}({', '.join(items)})>"
118
119 def __str__(self):
120 return str(MessageToJson(self.to_proto()))
121
122 def __hash__(self):
123 return hash((self.name))
124
125 def __eq__(self, other):
126 if not isinstance(other, SavedDataset):
127 raise TypeError(
128 "Comparisons should only involve SavedDataset class objects."
129 )
130
131 if (
132 self.name != other.name
133 or sorted(self.features) != sorted(other.features)
134 or sorted(self.join_keys) != sorted(other.join_keys)
135 or self.storage != other.storage

Callers 5

create_saved_datasetMethod · 0.90
search_test_appFunction · 0.90
fastapi_test_appFunction · 0.90
from_protoMethod · 0.85

Calls

no outgoing calls

Tested by 3

search_test_appFunction · 0.72
fastapi_test_appFunction · 0.72