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Adding upstream version 18.11.6.

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Signed-off-by: Daniel Baumann <daniel@debian.org>
This commit is contained in:
Daniel Baumann 2025-02-13 21:05:51 +01:00
parent 47f2114347
commit e833f2baa5
Signed by: daniel
GPG key ID: FBB4F0E80A80222F
51 changed files with 33974 additions and 32766 deletions
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57
tests/dialects/test_bigquery.py
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@ -804,6 +804,63 @@ WHERE
},
)
def test_models(self):
self.validate_identity(
"SELECT * FROM ML.PREDICT(MODEL mydataset.mymodel, (SELECT label, column1, column2 FROM mydataset.mytable))"
)
self.validate_identity(
"SELECT label, predicted_label1, predicted_label AS predicted_label2 FROM ML.PREDICT(MODEL mydataset.mymodel2, (SELECT * EXCEPT (predicted_label), predicted_label AS predicted_label1 FROM ML.PREDICT(MODEL mydataset.mymodel1, TABLE mydataset.mytable)))"
)
self.validate_identity(
"SELECT * FROM ML.PREDICT(MODEL mydataset.mymodel, (SELECT custom_label, column1, column2 FROM mydataset.mytable), STRUCT(0.55 AS threshold))"
)
self.validate_identity(
"SELECT * FROM ML.PREDICT(MODEL `my_project`.my_dataset.my_model, (SELECT * FROM input_data))"
)
self.validate_identity(
"SELECT * FROM ML.PREDICT(MODEL my_dataset.vision_model, (SELECT uri, ML.RESIZE_IMAGE(ML.DECODE_IMAGE(data), 480, 480, FALSE) AS input FROM my_dataset.object_table))"
)
self.validate_identity(
"SELECT * FROM ML.PREDICT(MODEL my_dataset.vision_model, (SELECT uri, ML.CONVERT_COLOR_SPACE(ML.RESIZE_IMAGE(ML.DECODE_IMAGE(data), 224, 280, TRUE), 'YIQ') AS input FROM my_dataset.object_table WHERE content_type = 'image/jpeg'))"
)
self.validate_identity(
"CREATE OR REPLACE MODEL foo OPTIONS (model_type='linear_reg') AS SELECT bla FROM foo WHERE cond"
)
self.validate_identity(
"""CREATE OR REPLACE MODEL m
TRANSFORM(
ML.FEATURE_CROSS(STRUCT(f1, f2)) AS cross_f,
ML.QUANTILE_BUCKETIZE(f3) OVER () AS buckets,
label_col
)
OPTIONS (
model_type='linear_reg',
input_label_cols=['label_col']
) AS
SELECT
*
FROM t""",
pretty=True,
)
self.validate_identity(
"""CREATE MODEL project_id.mydataset.mymodel
INPUT(
f1 INT64,
f2 FLOAT64,
f3 STRING,
f4 ARRAY<INT64>
)
OUTPUT(
out1 INT64,
out2 INT64
)
REMOTE WITH CONNECTION myproject.us.test_connection
OPTIONS (
ENDPOINT='https://us-central1-aiplatform.googleapis.com/v1/projects/myproject/locations/us-central1/endpoints/1234'
)""",
pretty=True,
)
def test_merge(self):
self.validate_all(
"""