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rename _predict_sql to _apply_ml_tvf
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bigframes/ml/core.py

+6-6
Original file line numberDiff line numberDiff line change
@@ -50,7 +50,7 @@ def __init__(self, session: bigframes.Session, model: bigquery.Model):
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self.model_name
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)
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53-
def _predict_sql(
53+
def _apply_ml_tvf(
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self,
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input_data: bpd.DataFrame,
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apply_sql_tvf: Callable[[str], str],
@@ -114,13 +114,13 @@ def model(self) -> bigquery.Model:
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return self._model
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def predict(self, input_data: bpd.DataFrame) -> bpd.DataFrame:
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return self._predict_sql(
117+
return self._apply_ml_tvf(
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input_data,
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self._model_manipulation_sql_generator.ml_predict,
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)
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def transform(self, input_data: bpd.DataFrame) -> bpd.DataFrame:
123-
return self._predict_sql(
123+
return self._apply_ml_tvf(
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input_data,
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self._model_manipulation_sql_generator.ml_transform,
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)
@@ -130,7 +130,7 @@ def generate_text(
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input_data: bpd.DataFrame,
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options: Mapping[str, int | float],
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) -> bpd.DataFrame:
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return self._predict_sql(
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return self._apply_ml_tvf(
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input_data,
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lambda source_sql: self._model_manipulation_sql_generator.ml_generate_text(
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source_sql=source_sql,
@@ -143,7 +143,7 @@ def generate_embedding(
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input_data: bpd.DataFrame,
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options: Mapping[str, int | float],
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) -> bpd.DataFrame:
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return self._predict_sql(
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return self._apply_ml_tvf(
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input_data,
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lambda source_sql: self._model_manipulation_sql_generator.ml_generate_embedding(
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source_sql=source_sql,
@@ -156,7 +156,7 @@ def detect_anomalies(
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) -> bpd.DataFrame:
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assert self._model.model_type in ("PCA", "KMEANS", "ARIMA_PLUS")
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159-
return self._predict_sql(
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return self._apply_ml_tvf(
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input_data,
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lambda source_sql: self._model_manipulation_sql_generator.ml_detect_anomalies(
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source_sql=source_sql,

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