paimon-python/pypaimon/tests/test_format_mosaic_table.py

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"""Integration tests for the Mosaic file format across table types."""

import os
import shutil
import tempfile
import unittest

import pyarrow as pa

from pypaimon import CatalogFactory, Schema


class MosaicFormatAppendOnlyTest(unittest.TestCase):
    """Test Mosaic format with append-only (non-primary-key) tables."""

    @classmethod
    def setUpClass(cls):
        cls.tempdir = tempfile.mkdtemp()
        cls.warehouse = os.path.join(cls.tempdir, 'warehouse')
        cls.catalog = CatalogFactory.create({'warehouse': cls.warehouse})
        cls.catalog.create_database('default', True)

        cls.pa_schema = pa.schema([
            ('user_id', pa.int32()),
            ('item_id', pa.int64()),
            ('behavior', pa.string()),
            ('dt', pa.string()),
        ])

    @classmethod
    def tearDownClass(cls):
        shutil.rmtree(cls.tempdir, ignore_errors=True)

    def _write_and_read(self, table, data):
        write_builder = table.new_batch_write_builder()
        table_write = write_builder.new_write()
        table_commit = write_builder.new_commit()
        table_write.write_arrow(data)
        table_commit.commit(table_write.prepare_commit())
        table_write.close()
        table_commit.close()

        read_builder = table.new_read_builder()
        splits = read_builder.new_scan().plan().splits()
        return read_builder.new_read().to_arrow(splits)

    def test_append_only_no_partition(self):
        schema = Schema.from_pyarrow_schema(
            self.pa_schema, options={'file.format': 'mosaic'})
        self.catalog.create_table('default.ao_mosaic_no_part', schema, False)
        table = self.catalog.get_table('default.ao_mosaic_no_part')

        data = pa.Table.from_pydict({
            'user_id': [1, 2, 3],
            'item_id': [1001, 1002, 1003],
            'behavior': ['buy', 'click', 'view'],
            'dt': ['2024-01-01', '2024-01-01', '2024-01-02'],
        }, schema=self.pa_schema)

        result = self._write_and_read(table, data)
        self.assertEqual(result.num_rows, 3)
        self.assertEqual(sorted(result.column('user_id').to_pylist()), [1, 2, 3])

    def test_append_only_with_partition(self):
        schema = Schema.from_pyarrow_schema(
            self.pa_schema, partition_keys=['dt'],
            options={'file.format': 'mosaic'})
        self.catalog.create_table('default.ao_mosaic_partitioned', schema, False)
        table = self.catalog.get_table('default.ao_mosaic_partitioned')

        data = pa.Table.from_pydict({
            'user_id': [1, 2, 3, 4],
            'item_id': [1001, 1002, 1003, 1004],
            'behavior': ['buy', 'click', 'view', 'buy'],
            'dt': ['p1', 'p1', 'p2', 'p2'],
        }, schema=self.pa_schema)

        result = self._write_and_read(table, data)
        self.assertEqual(result.num_rows, 4)

    def test_append_only_multiple_commits(self):
        schema = Schema.from_pyarrow_schema(
            self.pa_schema, options={'file.format': 'mosaic'})
        self.catalog.create_table('default.ao_mosaic_multi', schema, False)
        table = self.catalog.get_table('default.ao_mosaic_multi')

        write_builder = table.new_batch_write_builder()

        for i in range(3):
            table_write = write_builder.new_write()
            table_commit = write_builder.new_commit()
            data = pa.Table.from_pydict({
                'user_id': [i * 10 + 1, i * 10 + 2],
                'item_id': [int(i * 100 + 1), int(i * 100 + 2)],
                'behavior': ['buy', 'click'],
                'dt': ['2024-01-01', '2024-01-01'],
            }, schema=self.pa_schema)
            table_write.write_arrow(data)
            table_commit.commit(table_write.prepare_commit())
            table_write.close()
            table_commit.close()

        table = self.catalog.get_table('default.ao_mosaic_multi')
        read_builder = table.new_read_builder()
        splits = read_builder.new_scan().plan().splits()
        result = read_builder.new_read().to_arrow(splits)
        self.assertEqual(result.num_rows, 6)


class MosaicFormatPrimaryKeyTest(unittest.TestCase):
    """Test Mosaic format with primary-key tables."""

    @classmethod
    def setUpClass(cls):
        cls.tempdir = tempfile.mkdtemp()
        cls.warehouse = os.path.join(cls.tempdir, 'warehouse')
        cls.catalog = CatalogFactory.create({'warehouse': cls.warehouse})
        cls.catalog.create_database('default', True)

        cls.pa_schema = pa.schema([
            ('pk', pa.int32()),
            ('value', pa.string()),
            ('amount', pa.float64()),
        ])

    @classmethod
    def tearDownClass(cls):
        shutil.rmtree(cls.tempdir, ignore_errors=True)

    def test_primary_key_deduplicate(self):
        schema = Schema.from_pyarrow_schema(
            self.pa_schema, primary_keys=['pk'],
            options={'file.format': 'mosaic'})
        self.catalog.create_table('default.pk_mosaic_dedup', schema, False)
        table = self.catalog.get_table('default.pk_mosaic_dedup')

        write_builder = table.new_batch_write_builder()

        # First write
        table_write = write_builder.new_write()
        table_commit = write_builder.new_commit()
        data1 = pa.Table.from_pydict({
            'pk': [1, 2, 3],
            'value': ['a', 'b', 'c'],
            'amount': [1.0, 2.0, 3.0],
        }, schema=self.pa_schema)
        table_write.write_arrow(data1)
        table_commit.commit(table_write.prepare_commit())
        table_write.close()
        table_commit.close()

        # Second write (update pk=2)
        table_write = write_builder.new_write()
        table_commit = write_builder.new_commit()
        data2 = pa.Table.from_pydict({
            'pk': [2],
            'value': ['updated'],
            'amount': [22.0],
        }, schema=self.pa_schema)
        table_write.write_arrow(data2)
        table_commit.commit(table_write.prepare_commit())
        table_write.close()
        table_commit.close()

        table = self.catalog.get_table('default.pk_mosaic_dedup')
        read_builder = table.new_read_builder()
        splits = read_builder.new_scan().plan().splits()
        result = read_builder.new_read().to_arrow(splits)

        self.assertEqual(result.num_rows, 3)
        result_sorted = result.sort_by('pk')
        self.assertEqual(result_sorted.column('value').to_pylist(), ['a', 'updated', 'c'])


if __name__ == '__main__':
    unittest.main()