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1 change: 1 addition & 0 deletions CHANGES.md
Original file line number Diff line number Diff line change
Expand Up @@ -63,6 +63,7 @@

## Bugfixes

* (Python/YAML) Fixed SQL-backed Combine generating invalid syntax for Calcite expressions and SQL shorthand aggregations ([#41288](https://github.com/apache/beam/issues/41288)).
* (Java) Improved the error message when decoding with a ProtoCoder for the raw `com.google.protobuf.Message` type (for example inferred from a generic `T extends Message`): it now explains how to fix it instead of surfacing a `NoSuchMethodException` ([#19713](https://github.com/apache/beam/issues/19713)).
* Fixed X (Java/Python) ([#X](https://github.com/apache/beam/issues/X)).

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26 changes: 19 additions & 7 deletions sdks/python/apache_beam/yaml/yaml_combine.py
Original file line number Diff line number Diff line change
Expand Up @@ -62,15 +62,22 @@ def normalize_combine(spec):
type: fn_type
"""
from apache_beam.yaml.yaml_transform import SafeLineLoader
if spec['type'] == 'Combine':
if spec['type'] == 'Combine' or spec['type'].startswith('Combine-'):
config = spec.get('config')
if isinstance(config.get('group_by'), str):
config['group_by'] = [config['group_by']]

is_sql = (
config.get('language') in ('sql', 'calcite') or
spec['type'] in ('Combine-sql', 'Combine-calcite'))

def normalize_agg(dest, agg):
if isinstance(agg, str):
agg = {'fn': agg}
if 'value' not in agg and config.get('language') != 'sql':
fn_str = (
agg.get('fn') if isinstance(agg.get('fn'), str) else agg.get(
'fn', {}).get('type', ''))
if 'value' not in agg and not (is_sql and '(' in fn_str):
agg['value'] = dest
if isinstance(agg['fn'], str):
agg['fn'] = {'type': agg['fn']}
Expand Down Expand Up @@ -189,13 +196,18 @@ def _SqlCombineTransform(
raise ValueError(f'Unknown grouping columns: {list(unknown_keys)}')

def combine_col(dest, fn_spec):
fn_type = fn_spec['fn']['type']
if 'value' in fn_spec or 'config' in fn_spec['fn']:
expr = '%s(%s)' % (
fn_spec['fn']['type'],
', '.join([fn_spec['value']] +
list(fn_spec['fn'].get('config', {}).values())))
if '(' in fn_type:
expr = fn_type
else:
args = [fn_spec.get('value', dest)
] + [str(v) for v in fn_spec['fn'].get('config', {}).values()]
expr = '%s(%s)' % (fn_type, ', '.join(args))
elif '(' not in fn_type:
expr = f'{fn_type}({dest})'
else:
expr = fn_spec['fn']['type']
expr = fn_type
return f'{expr} as {dest}'

return pcoll | sql_transform_constructor(
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78 changes: 78 additions & 0 deletions sdks/python/apache_beam/yaml/yaml_combine_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,8 @@
import apache_beam as beam
from apache_beam.testing.util import assert_that
from apache_beam.testing.util import equal_to
from apache_beam.yaml.yaml_combine import _SqlCombineTransform
from apache_beam.yaml.yaml_combine import normalize_combine
from apache_beam.yaml.yaml_transform import YamlTransform

DATA = [
Expand Down Expand Up @@ -186,6 +188,82 @@ def test_config(self):
beam.Row(b=2, biggest=[104]),
]))

def test_sql_combine_calcite_expression(self):
queries = []
pcoll = beam.Pipeline() | beam.Create(DATA)
spec = {
'type': 'Combine',
'config': {
'language': 'calcite',
'group_by': ['a'],
'combine': {
'total_c': 'sum(c)', 'num_records': 'count(*)'
}
}
}
normalized = normalize_combine(spec)
_ = pcoll | _SqlCombineTransform(
lambda q: queries.append(q) or beam.Map(lambda x: x),
**normalized['config'])
self.assertEqual(
queries[-1],
'SELECT a, sum(c) as total_c, count(*) as num_records '
'FROM PCOLLECTION GROUP BY a')

def test_sql_combine_sql_shorthand(self):
queries = []
pcoll = beam.Pipeline() | beam.Create(DATA)
spec = {
'type': 'Combine',
'config': {
'language': 'sql', 'group_by': ['a'], 'combine': {
'c': 'sum'
}
}
}
normalized = normalize_combine(spec)
_ = pcoll | _SqlCombineTransform(
lambda q: queries.append(q) or beam.Map(lambda x: x),
**normalized['config'])
self.assertEqual(
queries[-1], 'SELECT a, sum(c) as c FROM PCOLLECTION GROUP BY a')

def test_sql_combine_calcite_shorthand(self):
queries = []
pcoll = beam.Pipeline() | beam.Create(DATA)
spec = {
'type': 'Combine',
'config': {
'language': 'calcite', 'group_by': ['a'], 'combine': {
'c': 'sum'
}
}
}
normalized = normalize_combine(spec)
_ = pcoll | _SqlCombineTransform(
lambda q: queries.append(q) or beam.Map(lambda x: x),
**normalized['config'])
self.assertEqual(
queries[-1], 'SELECT a, sum(c) as c FROM PCOLLECTION GROUP BY a')

def test_sql_combine_type_with_language_suffix(self):
queries = []
pcoll = beam.Pipeline() | beam.Create(DATA)
spec = {
'type': 'Combine-calcite',
'config': {
'group_by': ['a'], 'combine': {
'total_c': 'sum(c)'
}
}
}
normalized = normalize_combine(spec)
_ = pcoll | _SqlCombineTransform(
lambda q: queries.append(q) or beam.Map(lambda x: x),
**normalized['config'])
self.assertEqual(
queries[-1], 'SELECT a, sum(c) as total_c FROM PCOLLECTION GROUP BY a')


if __name__ == '__main__':
logging.getLogger().setLevel(logging.INFO)
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