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Fixed Issue #83 #91

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Fixed Issue #83 #91

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1e49992
Depricated formatting in logai/dataloader/data_model.py done
thynash Jun 17, 2025
9ae1fe0
Field set to default
thynash Jun 18, 2025
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20 changes: 9 additions & 11 deletions logai/dataloader/data_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,21 +33,19 @@ class LogRecordObject:
whether each line is anomalous or not).
:param _index: The indices of the log data.
"""

timestamp: pd.DataFrame = pd.DataFrame()
attributes: pd.DataFrame = pd.DataFrame()
resource: pd.DataFrame = pd.DataFrame()
trace_id: pd.DataFrame = pd.DataFrame()
span_id: pd.DataFrame = pd.DataFrame()
severity_text: pd.DataFrame = pd.DataFrame()
severity_number: pd.DataFrame = pd.DataFrame()
body: pd.DataFrame = pd.DataFrame()
labels: pd.DataFrame = pd.DataFrame()
timestamp: pd.DataFrame = field(default_factory=pd.DataFrame)
attributes: pd.DataFrame = field(default_factory=pd.DataFrame)
resource: pd.DataFrame = field(default_factory=pd.DataFrame)
trace_id: pd.DataFrame = field(default_factory=pd.DataFrame)
span_id: pd.DataFrame = field(default_factory=pd.DataFrame)
severity_text: pd.DataFrame = field(default_factory=pd.DataFrame)
severity_number: pd.DataFrame = field(default_factory=pd.DataFrame)
body: pd.DataFrame = field(default_factory=pd.DataFrame)
labels: pd.DataFrame = field(default_factory=pd.DataFrame)
_index: np.array = field(init=False)

def __post_init__(self):
self._index = pd.DataFrame(self.body.index.values)

for field in self.__dataclass_fields__:
field_content = getattr(self, field)
if not field_content.empty:
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