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SanityTests.cs
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SanityTests.cs
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using ParquetViewer.Engine.Exceptions;
using RichardSzalay.MockHttp;
using System.Globalization;
using System.Text.RegularExpressions;
namespace ParquetViewer.Tests
{
public class SanityTests
{
[Fact]
public async Task DECIMALS_AND_BOOLS_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/DECIMALS_AND_BOOLS_TEST1.parquet", default);
Assert.Equal(30, parquetEngine.RecordCount);
Assert.Equal(337, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal((UInt16)156, dataTable.Rows[0][0]);
Assert.Equal(60.7376101, dataTable.Rows[1][10]);
Assert.False((bool)dataTable.Rows[19][332]);
Assert.True((bool)dataTable.Rows[20][336]);
Assert.Equal(DBNull.Value, dataTable.Rows[21][334]);
}
[Fact]
public async Task DATETIME_TEST1_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/DATETIME_TEST1.parquet", default);
Assert.Equal(10, parquetEngine.RecordCount);
Assert.Equal(3, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal("36/2015-16", dataTable.Rows[0][0]);
Assert.Equal(new DateTime(2015, 07, 14, 0, 0, 0), dataTable.Rows[1][2]);
Assert.Equal(new DateTime(2015, 07, 19, 18, 30, 0), dataTable.Rows[9][1]);
}
[Fact]
public async Task DATETIME_TEST2_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/DATETIME_TEST2.parquet", default);
Assert.Equal(1, parquetEngine.RecordCount);
Assert.Equal(11, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal((long)1, dataTable.Rows[0][0]);
Assert.Equal(new DateTime(1985, 12, 31, 0, 0, 0), dataTable.Rows[0][1]);
Assert.Equal(new DateTime(1, 1, 2, 0, 0, 0), dataTable.Rows[0][2]);
Assert.Equal(new DateTime(9999, 12, 31, 0, 0, 0), dataTable.Rows[0][3]);
Assert.Equal(new DateTime(9999, 12, 31, 0, 0, 0), dataTable.Rows[0][4]);
Assert.Equal(new DateTime(1, 1, 1, 0, 0, 0), dataTable.Rows[0][5]);
Assert.Equal(new DateTime(1985, 4, 13, 13, 5, 0), dataTable.Rows[0][6]);
Assert.Equal(new DateTime(1, 1, 2, 0, 0, 0), dataTable.Rows[0][7]);
Assert.Equal(new DateTime(9999, 12, 31, 23, 59, 59), dataTable.Rows[0][8]);
Assert.Equal(new DateTime(3155378975999999990), dataTable.Rows[0][9]);
Assert.Equal(new DateTime(1, 1, 1, 0, 0, 0), dataTable.Rows[0][10]);
}
[Fact]
public async Task RANDOM_TEST_FILE1_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/RANDOM_TEST_FILE1.parquet", default);
Assert.Equal(5, parquetEngine.RecordCount);
Assert.Equal(42, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal((long)798921, dataTable.Rows[0][0]);
Assert.Equal("BW15", dataTable.Rows[1][2]);
Assert.Equal((long)7155937, dataTable.Rows[2][3]);
Assert.Equal(DBNull.Value, dataTable.Rows[3][14]);
Assert.Equal((double)22208120523, dataTable.Rows[4][25]);
Assert.Equal("2022-08-10", dataTable.Rows[2][31]);
Assert.Equal("DLIx12_SHIPCONF_BW15_20220812020138531.DWL", dataTable.Rows[1][41]);
}
[Fact]
public async Task SAME_COLUMN_NAME_DIFFERENT_CASING_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/SAME_COLUMN_NAME_DIFFERENT_CASING1.parquet", default);
Assert.Equal(14610, parquetEngine.RecordCount);
Assert.Equal(12, parquetEngine.Fields.Count);
var ex = await Assert.ThrowsAsync<NotSupportedException>(() => parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default));
Assert.Equal("Duplicate column 'TransPlan_NORMAL_v2' detected. Column names are case insensitive and must be unique.", ex.Message);
}
[Fact]
public async Task MULTIPLE_SCHEMAS_DETECTED_TEST()
{
var ex = await Assert.ThrowsAsync<MultipleSchemasFoundException>(() => ParquetEngine.OpenFileOrFolderAsync("Data", default));
Assert.Equal("Multiple schemas found in directory.", ex.Message);
}
[Fact]
public async Task PARTITIONED_PARQUET_FILE_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/PARTITIONED_PARQUET_FILE_TEST1", default);
Assert.Equal(2000, parquetEngine.RecordCount);
Assert.Equal(9, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal("SHAPEFILE_JSON", dataTable.Rows[0][0]);
Assert.Equal("5022121000", dataTable.Rows[200][2]);
Assert.Equal((double)450, dataTable.Rows[500][3]);
Assert.Equal("B000CTP5G2P2", dataTable.Rows[1999][8]);
Assert.Equal("USA", dataTable.Rows[500][1]);
dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 200, 1, default);
Assert.Equal("5022121000", dataTable.Rows[0][2]);
dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 500, 1, default);
Assert.Equal((double)450, dataTable.Rows[0][3]);
dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 1999, 1, default);
Assert.Equal("B000CTP5G2P2", dataTable.Rows[0][8]);
}
[Fact]
public async Task COLUMN_ENDING_IN_PERIOD_TEST1()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/COLUMN_ENDING_IN_PERIOD_TEST1.parquet", default);
Assert.Equal(1, parquetEngine.RecordCount);
Assert.Equal(11, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal(202252, dataTable.Rows[0][0]);
Assert.Equal(false, dataTable.Rows[0]["Output as FP"]);
Assert.Equal((byte)0, dataTable.Rows[0]["Preorder FP equi."]);
}
[Fact]
public async Task LIST_TYPE_TEST()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/LIST_TYPE_TEST1.parquet", default);
Assert.Equal(3, parquetEngine.RecordCount);
Assert.Equal(2, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.IsType<ListValue>(dataTable.Rows[0][0]);
Assert.Equal("[1,2,3]", ((ListValue)dataTable.Rows[0][0]).ToString());
Assert.IsType<ListValue>(dataTable.Rows[0][1]);
Assert.Equal("[abc,efg,hij]", ((ListValue)dataTable.Rows[0][1]).ToString());
Assert.IsType<ListValue>(dataTable.Rows[1][0]);
Assert.Equal("[,1]", ((ListValue)dataTable.Rows[1][0]).ToString());
Assert.IsType<ListValue>(dataTable.Rows[2][1]);
Assert.Equal(4, ((ListValue)dataTable.Rows[2][1]).Data?.Count);
Assert.Equal("efg", ((ListValue)dataTable.Rows[2][1]).Data![0]);
Assert.Equal(DBNull.Value, ((ListValue)dataTable.Rows[2][1]).Data![1]);
Assert.Equal("xyz", ((ListValue)dataTable.Rows[2][1]).Data![3]);
}
[Fact]
public async Task MAP_TYPE_TEST1()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/MAP_TYPE_TEST1.parquet", default);
Assert.Equal(2, parquetEngine.RecordCount);
Assert.Equal(2, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, 2, default);
Assert.IsType<MapValue>(dataTable.Rows[0][0]);
Assert.Equal("(id,something)", ((MapValue)dataTable.Rows[0][0]).ToString());
Assert.IsType<MapValue>(dataTable.Rows[0][0]);
Assert.Equal("id", ((MapValue)dataTable.Rows[0][0]).Key);
Assert.Equal("something", ((MapValue)dataTable.Rows[0][0]).Value);
Assert.IsType<MapValue>(dataTable.Rows[1][0]);
Assert.Equal("value2", ((MapValue)dataTable.Rows[1][0]).Key);
Assert.Equal("else", ((MapValue)dataTable.Rows[1][0]).Value);
}
[Fact]
public async Task AMPLITUDE_EVENT_TEST()
{
const string dummyApiKeyBase64 = "ZHVtbXk=";
var testEvent = new TestAmplitudeEvent(dummyApiKeyBase64)
{
IgnoredProperty = "xxx",
RegularProperty = "yyy"
};
var isSelfContainedExecutable = false;
#if RELEASE_SELFCONTAINED
isSelfContainedExecutable = true;
#endif
string expectedRequestJson = @$"
{{
""api_key"": ""dummy"",
""events"": [{{
""device_id"": ""{AppSettings.AnalyticsDeviceId}"",
""event_type"": ""{TestAmplitudeEvent.EVENT_TYPE}"",
""user_properties"": {{
""rememberLastRowCount"": {AppSettings.RememberLastRowCount.ToString().ToLower()},
""lastRowCount"": {AppSettings.LastRowCount},
""alwaysSelectAllFields"": {AppSettings.AlwaysSelectAllFields.ToString().ToLower()},
""autoSizeColumnsMode"": ""{AppSettings.AutoSizeColumnsMode}"",
""dateTimeDisplayFormat"": ""{AppSettings.DateTimeDisplayFormat}"",
""systemMemory"": {(int)(GC.GetGCMemoryInfo().TotalAvailableMemoryBytes / 1048576.0 /*magic number*/)},
""processorCount"": {Environment.ProcessorCount},
""selfContainedExecutable"": {(isSelfContainedExecutable ? "true" : "false")}
}},
""event_properties"": {{
""regularProperty"": ""yyy""
}},
""session_id"": {testEvent.SessionId},
""language"": ""{CultureInfo.CurrentUICulture.Name}"",
""os_name"": ""{Environment.OSVersion.Platform}"",
""os_version"": ""{Environment.OSVersion.VersionString}"",
""app_version"": ""{AboutBox.AssemblyVersion}""
}}]
}}";
//mock the http request
var mockHttpHandler = new MockHttpMessageHandler();
_ = mockHttpHandler.Expect(HttpMethod.Post, "*").Respond(async (request) =>
{
//Verify the request we're sending is what we expect it to be
string requestJsonBody = await (request.Content?.ReadAsStringAsync() ?? Task.FromResult(string.Empty));
var a = Regex.Replace(requestJsonBody, "\\s", string.Empty);
var b = Regex.Replace(expectedRequestJson, "\\s", string.Empty);
if (Regex.Replace(requestJsonBody, "\\s", string.Empty)
.Equals(Regex.Replace(expectedRequestJson, "\\s", string.Empty)))
return new HttpResponseMessage(System.Net.HttpStatusCode.OK);
else
return new HttpResponseMessage(System.Net.HttpStatusCode.BadRequest);
});
testEvent.SwapHttpClientHandler(mockHttpHandler);
bool wasSuccess = await testEvent.Record();
Assert.True(wasSuccess, "The event json we would have sent to Amplitude didn't match the expected value");
}
[Fact]
public async Task NULLABLE_GUID_TEST1()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/NULLABLE_GUID_TEST1.parquet", default);
Assert.Equal(1, parquetEngine.RecordCount);
Assert.Equal(33, parquetEngine.Fields.Count);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal(false, dataTable.Rows[0][22]);
Assert.Equal(new Guid("0cf9cbfd-d320-45d7-b29f-9c2de1baa979"), dataTable.Rows[0][1]);
Assert.Equal(new DateTime(2019, 1, 1), dataTable.Rows[0][4]);
}
[Fact]
public async Task MALFORMED_DATETIME_TEST1()
{
using var parquetEngine = await ParquetEngine.OpenFileOrFolderAsync("Data/MALFORMED_DATETIME_TEST1.parquet", default);
var dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
Assert.Equal(typeof(DateTime), dataTable.Rows[0]["ds"]?.GetType());
//Check if the malformed datetime still needs to be fixed
parquetEngine.FixMalformedDateTime = false;
dataTable = await parquetEngine.ReadRowsAsync(parquetEngine.Fields, 0, int.MaxValue, default);
if (dataTable.Rows[0]["ds"]?.GetType() == typeof(DateTime))
{
Assert.Fail("Looks like the Malformed DateTime Fix is no longer needed! Remove that part of the code.");
}
Assert.Equal(typeof(long), dataTable.Rows[0]["ds"]?.GetType()); //If it's not a datetime, then it should be a long.
}
}
}