Merge pull request #404 from Limmen/export

add test_export_util w/ mypy checked

Author: Limmen

simulation-system/libs/csle-common/tests/test_export_util.py

@@ -0,0 +1,216 @@
+from unittest.mock import patch, MagicMock
+from csle_common.util.export_util import ExportUtil
+import os
+import tempfile
+import json
+
+
+class TestExportUtilSuite:
+    """
+    Test suite for Export Util
+    """
+
+    def test_zipdir(self) -> None:
+        """
+        Test the method that creates a zip file of a given directory
+
+        :return: None
+        """
+        with tempfile.TemporaryDirectory() as tmpdir:
+            file_path = os.path.join(tmpdir, "test.txt")
+            with open(file_path, "w") as f:
+                f.write("text")
+            zip_path = os.path.join(tmpdir, "test.zip")
+            ExportUtil.zipdir(tmpdir, zip_path)
+            assert os.path.exists(zip_path)
+
+    def test_get_dir_size_gb(self) -> None:
+        """
+        Test the method that calculates the zie of a file directory in gb
+
+        :return: None
+        """
+        with tempfile.TemporaryDirectory() as tmpdir:
+            sub_dir = os.path.join(tmpdir, "subdir")
+            os.makedirs(sub_dir)
+            file_sizes = [150000000, 250000000, 350000000]
+            total_size = sum(file_sizes)
+            file_paths = [
+                os.path.join(tmpdir, "file1.txt"),
+                os.path.join(tmpdir, "file2.txt"),
+                os.path.join(tmpdir, "file3.txt"),
+            ]
+            for file_path, size in zip(file_paths, file_sizes):
+                with open(file_path, "wb") as f:
+                    f.write(b"\0" * size)
+            size_gb = ExportUtil.get_dir_size_gb(tmpdir)
+            expected_size_gb = round(float(total_size) / 1000000000, 2)
+            assert size_gb == expected_size_gb, f"Expected {expected_size_gb} GB but got {size_gb} GB"
+
+    @patch("csle_common.metastore.metastore_facade.MetastoreFacade.list_emulation_traces_ids")
+    @patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_emulation_trace")
+    @patch("csle_common.util.export_util.ExportUtil.zipdir")
+    def test_export_emulation_traces_to_disk_json(
+        self, mock_zipdir, mock_get_emulation_trace, mock_list_emulation_traces_ids
+    ) -> None:
+        """
+        Test the method that exports emulation traces from the metastore to disk
+
+        :param mock_zipdir: mock_zipdir
+        :param mock_get_emulation_trace: mock_get_emulation_trace
+        :param mock_list_emulation_traces_ids: mock_list_emulation_traces_ids
+
+        :return: None
+        """
+        mock_list_emulation_traces_ids.return_value = [(1,), (2,)]
+        mock_trace = MagicMock()
+        mock_trace.to_dict.return_value = {"trace_data": "example_data"}
+        mock_trace.num_attributes_per_time_step.return_value = 5
+        mock_trace.schema.return_value.to_dict.return_value = {"schema_data": "example_schema"}
+        mock_get_emulation_trace.return_value = mock_trace
+        with tempfile.TemporaryDirectory() as temp_dir:
+            zip_file_output = os.path.join(temp_dir, "output.zip")
+            ExportUtil.export_emulation_traces_to_disk_json(
+                num_traces_per_file=1,
+                output_dir=temp_dir,
+                zip_file_output=zip_file_output,
+                max_num_traces=2,
+                added_by="test_user",
+                offset=0,
+                file_start_id=1,
+            )
+            assert os.path.exists(os.path.join(temp_dir, "1.json"))
+
+    @patch("csle_common.util.export_util.ExportUtil.get_dir_size_gb")
+    @patch("os.listdir")
+    @patch("os.path.getsize")
+    @patch("io.open")
+    def test_extract_emulation_traces_dataset_metadata(
+        self, mock_open, mock_getsize, mock_listdir, mock_get_dir_size_gb
+    ) -> None:
+        """
+        Test the method that extracts metadata of a traces dataset stored on disk
+
+        :param mock_open: mock_open
+        :param mock_getsize: mock_getsize
+        :param mock_listdir: mock_listdir
+        :param mock_get_dir_size_gb: mock_get_dir_size_gb
+
+        :return: None
+        """
+        mock_metadata = {
+            "schema": {"schema_data": "example_schema"},
+            "num_traces": 5,
+            "num_traces_per_file": 2,
+            "num_attributes_per_time_step": 3,
+            "file_format": "json",
+            "added_by": "test_user",
+            "columns": "example_columns",
+        }
+        mock_open.return_value.__enter__.return_value.read.return_value = json.dumps(mock_metadata)
+        mock_listdir.return_value = ["1.json", "2.json", "metadata.json"]
+        mock_getsize.return_value = 500000000
+        mock_get_dir_size_gb.return_value = 1.5
+        dir_path = "/dir"
+        zip_file_path = "/dir/zipfile.zip"
+        result = ExportUtil.extract_emulation_traces_dataset_metadata(dir_path=dir_path, zip_file_path=zip_file_path)
+        assert result
+
+    @patch("csle_common.metastore.metastore_facade.MetastoreFacade.list_emulation_traces_ids")
+    @patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_emulation_trace")
+    @patch("csle_common.util.export_util.ExportUtil.zipdir")
+    def test_export_emulation_traces_to_disk_csv(
+        self, mock_zipdir, mock_get_emulation_trace, mock_list_emulation_traces_ids
+    ) -> None:
+        """
+        Test the method that exports emulation traces from the metastore to disk
+
+        :param mock_zipdir: mock_zipdir
+        :param mock_get_emulation_trace: mock_get_emulation_trace
+        :param mock_list_emulation_traces_ids: mock_list_emulation_traces_id
+
+        :return: None
+        """
+        mock_list_emulation_traces_ids.return_value = [(1,), (2,)]
+        mock_trace = MagicMock()
+        mock_trace.to_csv_record.return_value = (["value1", "value2"], ["col1", "col2"])
+        mock_trace.num_attributes_per_time_step.return_value = 5
+        mock_get_emulation_trace.return_value = mock_trace
+        with tempfile.TemporaryDirectory() as temp_dir:
+            zip_file_output = os.path.join(temp_dir, "output.zip")
+            ExportUtil.export_emulation_traces_to_disk_csv(
+                num_traces_per_file=1,
+                output_dir=temp_dir,
+                zip_file_output=zip_file_output,
+                max_num_traces=2,
+                max_time_steps=10,
+                max_nodes=5,
+                max_ports=3,
+                max_vulns=2,
+                null_value=-1,
+                added_by="test_user",
+            )
+            assert os.path.exists(os.path.join(temp_dir, "1.csv"))
+
+    @patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_emulation_statistic")
+    @patch("csle_common.util.export_util.ExportUtil.zipdir")
+    def test_export_emulation_statistic_to_disk_json(self, mock_zipdir, mock_get_emulation_statistic) -> None:
+        """
+        Test the method that exports emulation statistics from the metastore to disk
+
+        :param mock_zipdir: mock_zipdir
+        :param mock_get_emulation_statistic: mock_get_emulation_statistic
+
+        :return: None
+        """
+        mock_statistic = MagicMock()
+        mock_statistic.num_measurements = 100
+        mock_statistic.num_metrics = 10
+        mock_statistic.metrics = ["metric1", "metric2"]
+        mock_statistic.conditions = ["condition1", "condition2"]
+        mock_statistic.num_conditions = 2
+        mock_statistic.to_dict.return_value = {"key": "value"}
+        mock_get_emulation_statistic.return_value = mock_statistic
+        with tempfile.TemporaryDirectory() as temp_dir:
+            zip_file_output = os.path.join(temp_dir, "output.zip")
+            ExportUtil.export_emulation_statistics_to_disk_json(
+                output_dir=temp_dir, zip_file_output=zip_file_output, statistics_id=1, added_by="test_user"
+            )
+            assert os.path.exists(os.path.join(temp_dir, "statistics.json"))
+
+    @patch("csle_common.util.export_util.ExportUtil.get_dir_size_gb")
+    @patch("os.listdir")
+    @patch("os.path.getsize")
+    @patch("io.open")
+    def test_extract_emulation_statistics_dataset_metadata(
+        self, mock_open, mock_getsize, mock_listdir, mock_get_dir_size_gb
+    ) -> None:
+        """
+        Test the method that extracts metadata of a traces dataset stored on disk
+
+        :param mock_open: mock_open
+        :param mock_getsize: mock_getsize
+        :param mock_listdir: mock_listdir
+        :param mock_get_dir_size_gb: mock_get_dir_size_gb
+
+        :return: None
+        """
+        mock_metadata = {
+            "file_format": "json",
+            "added_by": "test_user",
+            "num_measurements": 100,
+            "num_metrics": 10,
+            "metrics": "metric1,metric2",
+            "conditions": "condition1,condition2",
+            "num_conditions": 2,
+        }
+        mock_open.return_value.__enter__.return_value.read.return_value = json.dumps(mock_metadata)
+        mock_listdir.return_value = ["statistics.json", "metadata.json"]
+        mock_getsize.return_value = 500000000
+        mock_get_dir_size_gb.return_value = 1.5
+        dir_path = "/dir"
+        zip_file_path = "/dir/zipfile.zip"
+        result = ExportUtil.extract_emulation_statistics_dataset_metadata(
+            dir_path=dir_path, zip_file_path=zip_file_path
+        )
+        assert result