Wei Xie

41 papers A 1Journal 35Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Yongliang Yang, Guilong Liu, Wei Xie, Weidong Zhang, Qing Li, Choon Ki Ahn
2025 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Xiwen Ma, Zhihuan Hu, Kairong Duan, Xiaolin Ai, Wei Xie, JingSong Yang, Wei-Dong Zhang
2025 J jnl
IEEE Trans Autom. Sci. Eng.
Xiwen Ma, Maolong Lv, Kairong Duan, Wei Xie, JingSong Yang, Wei-Dong Zhang
2025 J jnl
IEEE Trans. Fuzzy Syst.
Xiwen Ma, Wei Xie, Botao Dong, JingSong Yang, Hongtian Chen, Weidong Zhang
2025 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Bin Du, Wei Xie, Yang Li, Qisong Yang, Weidong Zhang, Rudy R. Negenborn, Yusong Pang, Hongtian Chen
2024 J jnl
IEEE Trans. Intell. Transp. Syst.
Bin Du, Wei Xie, Weidong Zhang, Hongtian Chen
2024 J jnl
Neurocomputing
Enbing Su, Zhihuan Hu, Wei Xie, Li Li, Weidong Zhang
2024 J jnl
Autom.
Yi Shi, Bowen Yi, Wei Xie, Weidong Zhang
2024 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Yi Shi, Wei Xie, Guoqing Zhang, Weidong Zhang, Carlos Silvestre
2024 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Xiang Zhang, Wei Xie, Rui Gao, Weidong Zhang
2024 J jnl
IEEE Trans. Cogn. Dev. Syst.
Xiwen Ma, Yibo Zhang, Wei Xie, JingSong Yang, Weidong Zhang
2024 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Yi Shi, Wei Xie, Weixing Chen, Lantao Xing, Weidong Zhang
2024 J jnl
IEEE Trans. Cybern.
Longyang Huang, Botao Dong, Wei Xie, Weidong Zhang
2024 J jnl
IEEE Trans. Intell. Transp. Syst.
Yanhu Wang, Gan Yu, Wei Xie, Wei-Dong Zhang, Carlos Silvestre
2024 J jnl
IEEE Trans. Instrum. Meas.
Yi Shi, Wei Xie, Weidong Zhang
2024 conf
ASCC
Guilong Liu, Hongda Wu, Yongliang Yang, Wei Xie, Weidong Zhang
2023 conf
ICARM
Xinze Liu, Zhihuan Hu, Zhijian Sun, Jinhui Lu, Wei Xie, Weidong Zhang
2023 J jnl
IEEE Trans. Intell. Veh.
Yanhu Wang, Gan Yu, Wei Xie, Weidong Zhang, Carlos Silvestre
2023 J jnl
IEEE Trans. Veh. Technol.
Yi Shi, Wei Xie, Guoqing Zhang, Hongli Dong, Wei-Dong Zhang
2023 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Peng Cheng, Shuping He, Wei Xie, Weidong Zhang
2023 J jnl
Int. J. Syst. Sci.
Xuan-Zhi Zhu, David Cabecinhas, Wei Xie, Pedro Casau, Carlos Silvestre, Pedro Batista, Paulo Oliveira
2023 J jnl
IEEE Trans. Control. Netw. Syst.
Peng Cheng, Chengming Zhang, Wei Xie, Weidong Zhang, Shuping He
2023 J jnl
IEEE Trans. Intell. Transp. Syst.
Yi Shi, Wei Xie, Minglei Xiong, Weidong Zhang
2023 J jnl
IEEE Trans. Intell. Veh.
Joel Reis, Wei Xie, David Cabecinhas, Carlos Silvestre
2023 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Wentao Wu, Yibo Zhang, Weidong Zhang, Wei Xie
2023 conf
ICARM
Rongji Yin, Yi Shi, Wei Xie, Jinhui Lu, Yu Wen, Weixing Chen, Weidong Zhang
2023 J jnl
IEEE Trans. Intell. Veh.
Botao Dong, Yunfei Lu, Wei Xie, Longyang Huang, Weixing Chen, Yongliang Yang, Weidong Zhang
2023 J jnl
IEEE Trans. Netw. Sci. Eng.
Yanhu Wang, Gan Yu, Wei Xie, Weidong Zhang, Carlos Silvestre
2023 J jnl
IEEE Robotics Autom. Lett.
Bin Lin, Wei Xie, Yi Shi, Bin Du, Chenming Zhang, Weidong Zhang
2023 J jnl
Inf. Sci.
Zhenhua Li, Gang Cao, Wei Xie, Rui Gao, Weidong Zhang
2023 J jnl
IEEE Robotics Autom. Lett.
Yanhu Wang, Gan Yu, Wei Xie, Weidong Zhang, Carlos Silvestre
2022 J jnl
IEEE Trans. Ind. Electron.
Wei Xie, David Cabecinhas, Rita Cunha, Carlos Silvestre
2022 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Wei Xie, David Cabecinhas, Rita Cunha, Carlos Silvestre
2022 A conf
IROS
Bin Du, Bin Lin, Wei Xie, Weidong Zhang, Rudy R. Negenborn, Yusong Pang
2022 conf
ICARM
Wei Xie, Weidong Zhang, Rongchen Zhao, Jin Zhao, Pak-Kin Wong, Carlos Silvestre
2022 conf
ICARM
Bin Du, Gang Liu, Wei Xie, Weidong Zhang
2022 J jnl
IEEE Control. Syst. Lett.
Wei Xie, Weidong Zhang, Carlos Silvestre
2021 J jnl
IEEE Control. Syst. Lett.
Wei Xie, Gan Yu, David Cabecinhas, Rita Cunha, Carlos Silvestre
2021 J jnl
Sensors
Rongchen Zhao, Wei Xie, Jin Zhao, Pak-Kin Wong, Carlos Silvestre
2019 J jnl
IEEE Trans. Control. Syst. Technol.
Wei Xie, David Cabecinhas, Rita Cunha, Carlos Silvestre
2019 J jnl
IEEE Access
Rongchen Zhao, Wei Xie, Pak-Kin Wong, David Cabecinhas, Carlos Silvestre
tests/unit/test_database_exporters.py
← Index tests/unit/test_database_exporters.py python
"""
Unit tests for database exporters.
"""
import pytest
import json
from dataclasses import dataclass, asdict
from datetime import datetime, timezone
from unittest.mock import Mock, patch, MagicMock

pytestmark = [pytest.mark.unit, pytest.mark.exporters]


# ============================================================================
# Sample Dataclass for Testing
# ============================================================================

@dataclass
class SampleData:
    """Sample dataclass for export testing."""
    sha256: str = "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
    name: str = "test_sample"
    value: int = 42
    _id: str = "test_id"


# ============================================================================
# PrintExporter Tests
# ============================================================================

class TestPrintExporter:
    """Tests for PrintExporter class."""

    def test_initialization(self, mock_logger):
        """Test PrintExporter initialization."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")

        assert exporter.index_prefix == "test_index"
        assert exporter.log is mock_logger

    def test_export_dataclass(self, mock_logger, capsys):
        """Test exporting a dataclass."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")
        sample = SampleData()

        result = exporter.export(sample)

        assert result is True
        captured = capsys.readouterr()
        assert "test_sample" in captured.out

    def test_export_list_of_dataclasses(self, mock_logger, capsys):
        """Test exporting a list of dataclasses."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")
        samples = [SampleData(name="sample1"), SampleData(name="sample2")]

        result = exporter.export(samples)

        assert result is True
        captured = capsys.readouterr()
        assert "sample1" in captured.out
        assert "sample2" in captured.out

    def test_export_dict(self, mock_logger, capsys):
        """Test exporting a dictionary."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")
        data = {"key": "value", "number": 42}

        result = exporter.export(data)

        assert result is True
        captured = capsys.readouterr()
        assert "key" in captured.out
        assert "value" in captured.out

    def test_export_none(self, mock_logger):
        """Test exporting None."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")

        result = exporter.export(None)

        assert result is True

    def test_export_empty_list(self, mock_logger):
        """Test exporting empty list."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")

        result = exporter.export([])

        assert result is True


# ============================================================================
# ElasticsearchExporter Tests
# ============================================================================

class TestElasticsearchExporter:
    """Tests for ElasticsearchExporter class."""

    def test_initialization(self, mock_logger):
        """Test ElasticsearchExporter initialization."""
        with patch('redb.settings.get_elasticsearch_client') as mock_client:
            mock_client.return_value = Mock()
            from redb.extractors.database_exporters import ElasticsearchExporter

            exporter = ElasticsearchExporter(mock_logger, "test_index")

            assert exporter.index_prefix == "test_index"
            assert exporter.log is mock_logger
            assert exporter.client is not None

    def test_export_dataclass(self, mock_logger):
        """Test exporting a dataclass to Elasticsearch."""
        with patch('redb.settings.get_elasticsearch_client') as mock_get_client:
            mock_client = Mock()
            mock_get_client.return_value = mock_client

            from redb.extractors.database_exporters import ElasticsearchExporter

            exporter = ElasticsearchExporter(mock_logger, "test_index")
            sample = SampleData()

            result = exporter.export(
                sample,
                index="test_index",
                tag="test_tag",
                hashes={"sha256": sample.sha256}
            )

            assert result is True
            mock_client.index.assert_called()

    def test_export_list(self, mock_logger):
        """Test exporting a list to Elasticsearch."""
        with patch('redb.settings.get_elasticsearch_client') as mock_get_client:
            mock_client = Mock()
            mock_get_client.return_value = mock_client

            from redb.extractors.database_exporters import ElasticsearchExporter

            exporter = ElasticsearchExporter(mock_logger, "test_index")
            samples = [SampleData(name="sample1"), SampleData(name="sample2")]

            result = exporter.export(
                samples,
                index="test_index",
                tag="test_tag",
                hashes={"sha256": "test_hash"}
            )

            assert result is True
            # Should be called twice (once per sample)
            assert mock_client.index.call_count == 2

    def test_export_failure(self, mock_logger):
        """Test handling export failure."""
        with patch('redb.settings.get_elasticsearch_client') as mock_get_client:
            mock_client = Mock()
            mock_client.index.side_effect = Exception("Connection failed")
            mock_get_client.return_value = mock_client

            from redb.extractors.database_exporters import ElasticsearchExporter

            exporter = ElasticsearchExporter(mock_logger, "test_index")
            sample = SampleData()

            result = exporter.export(
                sample,
                index="test_index",
                tag="test_tag",
                hashes={"sha256": sample.sha256}
            )

            assert result is False
            mock_logger.error.assert_called()

    def test_export_with_custom_id(self, mock_logger):
        """Test exporting with custom _id field."""
        with patch('redb.settings.get_elasticsearch_client') as mock_get_client:
            mock_client = Mock()
            mock_get_client.return_value = mock_client

            from redb.extractors.database_exporters import ElasticsearchExporter

            exporter = ElasticsearchExporter(mock_logger, "test_index")
            sample = SampleData(_id="custom_id")

            result = exporter.export(
                sample,
                index="test_index",
                tag="test_tag",
                hashes={"sha256": sample.sha256}
            )

            assert result is True


# ============================================================================
# ClickHouseExporter Tests
# ============================================================================

class TestClickHouseExporter:
    """Tests for ClickHouseExporter class."""

    def test_initialization(self, mock_logger):
        """Test ClickHouseExporter initialization."""
        from redb.extractors.database_exporters import ClickHouseExporter

        mock_client = Mock()
        exporter = ClickHouseExporter(mock_logger, "test_index", client=mock_client)

        assert exporter.index_prefix == "test_index"
        assert exporter.log is mock_logger
        assert exporter.client is mock_client

    def test_export_tuple_data(self, mock_logger):
        """Test exporting tuple data to ClickHouse."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.return_value = True
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            data = [["hash123", "sample.exe", 1024]]
            column_names = ["sha256", "name", "size"]
            column_type_names = ["String", "String", "UInt64"]

            result = exporter.export(
                (data, column_names, column_type_names),
                table="test_table"
            )

            assert result is True

    def test_export_multi_table(self, mock_logger):
        """Test exporting multi-table data to ClickHouse."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.return_value = True
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            data = {
                'multi_table': True,
                'table1': {
                    'table': 'test_table1',
                    'data': [["hash123", "sample.exe"]],
                    'column_names': ["sha256", "name"],
                    'column_type_names': ["String", "String"]
                }
            }

            result = exporter.export(data)

            assert result is True

    def test_export_failure(self, mock_logger):
        """Test handling export failure."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.side_effect = Exception("Connection failed")
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            data = [["hash123", "sample.exe", 1024]]
            column_names = ["sha256", "name", "size"]
            column_type_names = ["String", "String", "UInt64"]

            result = exporter.export(
                (data, column_names, column_type_names),
                table="test_table"
            )

            assert result is False

    def test_export_missing_table(self, mock_logger):
        """Test export without table name raises error."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            data = [["hash123", "sample.exe", 1024]]
            column_names = ["sha256", "name", "size"]
            column_type_names = ["String", "String", "UInt64"]

            result = exporter.export(
                (data, column_names, column_type_names)
                # Missing table parameter
            )

            assert result is False

    def test_get_client(self, mock_logger):
        """Test get_client method."""
        from redb.extractors.database_exporters import ClickHouseExporter

        mock_client = Mock()
        exporter = ClickHouseExporter(mock_logger, "test_index", client=mock_client)

        result = exporter.get_client()

        assert result is mock_client

    def test_get_client_creates_new(self, mock_logger):
        """Test get_client creates new client if none exists."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_new_client = Mock()
            mock_create.return_value = mock_new_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            result = exporter.get_client()

            assert result is mock_new_client


# ============================================================================
# DatabaseExporter Abstract Base Class Tests
# ============================================================================

class TestDatabaseExporter:
    """Tests for DatabaseExporter abstract base class."""

    def test_cannot_instantiate_abstract(self):
        """Test that DatabaseExporter cannot be instantiated directly."""
        from redb.extractors.database_exporters import DatabaseExporter

        with pytest.raises(TypeError):
            DatabaseExporter()

    def test_subclass_must_implement_export(self):
        """Test that subclasses must implement export method."""
        from redb.extractors.database_exporters import DatabaseExporter

        # Define incomplete subclass
        class IncompleteExporter(DatabaseExporter):
            pass

        with pytest.raises(TypeError):
            IncompleteExporter()


# ============================================================================
# Null/Edge Case Tests
# ============================================================================

class TestExporterEdgeCases:
    """Tests for edge cases in exporters."""

    def test_print_exporter_with_complex_nested_data(self, mock_logger, capsys):
        """Test PrintExporter with complex nested data."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")
        data = {
            "level1": {
                "level2": {
                    "level3": [1, 2, 3]
                }
            },
            "array": [{"a": 1}, {"b": 2}]
        }

        result = exporter.export(data)

        assert result is True
        captured = capsys.readouterr()
        assert "level1" in captured.out

    def test_clickhouse_null_handling(self, mock_logger):
        """Test ClickHouse exporter handles null values."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.return_value = True
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            # Multi-table data with null values
            data = {
                'multi_table': True,
                'table1': {
                    'table': 'test_table',
                    'data': [[None, "sample.exe", None]],
                    'column_names': ["sha256", "name", "size"],
                    'column_type_names': ["Nullable(String)", "String", "Nullable(UInt64)"]
                }
            }

            result = exporter.export(data)

            # Should handle nulls appropriately
            assert result is True

    def test_clickhouse_array_handling(self, mock_logger):
        """Test ClickHouse exporter handles array types."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.return_value = True
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            data = {
                'multi_table': True,
                'table1': {
                    'table': 'test_table',
                    'data': [["hash", ["tag1", "tag2"]]],
                    'column_names': ["sha256", "tags"],
                    'column_type_names': ["String", "Array(String)"]
                }
            }

            result = exporter.export(data)

            assert result is True


# ============================================================================
# Type Conversion Tests
# ============================================================================

class TestExporterTypeConversions:
    """Tests for type conversions in exporters."""

    def test_clickhouse_datetime_handling(self, mock_logger):
        """Test ClickHouse exporter handles datetime values."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_client.insert.return_value = True
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            now = datetime.now(timezone.utc)
            data = {
                'multi_table': True,
                'table1': {
                    'table': 'test_table',
                    'data': [["hash", now]],
                    'column_names': ["sha256", "timestamp"],
                    'column_type_names': ["String", "DateTime64(3, 'UTC')"]
                }
            }

            result = exporter.export(data)

            assert result is True

    def test_print_exporter_datetime_serialization(self, mock_logger, capsys):
        """Test PrintExporter handles datetime serialization."""
        from redb.extractors.database_exporters import PrintExporter

        exporter = PrintExporter(mock_logger, "test_index")
        now = datetime.now(timezone.utc)
        data = {"timestamp": now, "name": "test"}

        result = exporter.export(data)

        assert result is True
        captured = capsys.readouterr()
        assert "timestamp" in captured.out


# ============================================================================
# Connection Context Manager Tests
# ============================================================================

class TestClickHouseConnectionManager:
    """Tests for ClickHouse connection context manager."""

    def test_clickhouse_connection_context(self, mock_logger):
        """Test clickhouse_connection context manager."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            with exporter.clickhouse_connection() as client:
                assert client is mock_client

            # Client should be closed after context exits
            mock_client.close.assert_called()

    def test_clickhouse_connection_close_on_error(self, mock_logger):
        """Test client is closed even if operation fails."""
        with patch('redb.settings.create_clickhouse_client') as mock_create:
            mock_client = Mock()
            mock_create.return_value = mock_client

            from redb.extractors.database_exporters import ClickHouseExporter

            exporter = ClickHouseExporter(mock_logger, "test_index")

            try:
                with exporter.clickhouse_connection() as client:
                    raise ValueError("Test error")
            except ValueError:
                pass

            # Client should still be closed
            mock_client.close.assert_called()