public async Task TestDateColumn()
{
using var testScope = fixture.PrepareExplorationTestScope(Cassette.GenerateVcrFilename(this));
await testScope.RunAndCheckMetrics(
"gda_banking",
"loans",
"birthdate",
metrics => Assert.True(metrics.Any()));
}
public async Task TestDatetimeColumn()
{
using var testScope = fixture.PrepareExplorationTestScope(Cassette.GenerateVcrFilename(this));
await testScope.RunAndCheckMetrics(
"gda_taxi",
"rides",
"pickup_datetime",
metrics => Assert.True(metrics.Any()));
}
public async Task TestBooleanColumn()
{
using var testScope = fixture.PrepareExplorationTestScope(Cassette.GenerateVcrFilename(this));
await testScope.RunAndCheckMetrics(
"GiveMeSomeCredit",
"loans",
"SeriousDlqin2yrs",
metrics => Assert.True(metrics.Any()));
}
public async void TestLastName()
{
using var scope = testFixture.SimpleComponentTestScope(
"gda_banking",
"cards",
"lastname",
Cassette.GenerateVcrFilename(this));
await scope.ResultTest <EmailCheckComponent, bool>(Assert.False);
await scope.ResultTest <TextGeneratorComponent, IEnumerable <string> >(result =>
Assert.True(result.All(v => v.Length >= 3)));
}
public async Task <TestScope> CreateTestScope(
string dataSource,
string table,
IEnumerable <string> columns,
object caller,
[CallerMemberName] string callerMemberName = "")
{
var vcrFileName = Cassette.GenerateVcrFilename(caller, callerMemberName);
var columnInfo = await GetColumnInfo(dataSource, table, columns).Collect();
var samplesToPublish = Config.Get <ExplorerOptions>().DefaultSamplesToPublish;
return(new TestScope(Container, ApiUri, dataSource, table, columns, columnInfo, vcrFileName, samplesToPublish));
}
public async Task TestMultiColumn()
{
using var testScope = fixture.PrepareExplorationTestScope(Cassette.GenerateVcrFilename(this));
await testScope.RunAndCheckMetrics(
"gda_banking",
"loans",
new[] { "firstname", "duration" },
metrics =>
{
Assert.True(metrics["firstname"].Any());
Assert.True(metrics["duration"].Any());
Assert.True(metrics.Count == 2);
});
}
public async void TestCardsEmail()
{
using var scope = testFixture.SimpleComponentTestScope(
"gda_banking",
"cards",
"email",
Cassette.GenerateVcrFilename(this));
await scope.ResultTest <EmailCheckComponent, bool>(Assert.True);
await scope.ResultTest <TextGeneratorComponent, IEnumerable <string> >(result =>
{
Assert.True(result.All(v => v.Length >= 3));
Assert.True(result.All(v => v.Count(c => c == '@') == 1));
Assert.True(result.All(v => v.Contains('.', StringComparison.InvariantCulture)));
Assert.True(result.All(v => !v.Contains("..", StringComparison.InvariantCulture)));
});
}
public static string GenerateVcrFilename(object caller, [CallerMemberName] string name = "") => Cassette.GenerateVcrFilename(caller, name);