public void Initialize()
{
this.authenticatedApi = AuthenticatedApi.Merge(Api.Default, "dummy", "dummyToken");
this.preparer = new RemoteSourcePreparer(this.authenticatedApi);
this.settings = new AnalysisSettings();
this.audioRecording = AudioRecordingFactory.Create();
this.audioRecording.DurationSeconds = 240.113;
}
public void SupportsNonSplittingMode()
{
this.preparer = new RemoteSourcePreparer(this.authenticatedApi, false);
var segment = new RemoteSegment(this.audioRecording);
Assert.ThrowsException <SegmentSplitException>(
() =>
{
this.preparer.CalculateSegments(new[] { segment }, this.settings).ToArray();
});
// try again, but with a segment that is small enough
segment = new RemoteSegment(
this.audioRecording,
0.0.To(this.settings.AnalysisMaxSegmentDuration.Value.TotalSeconds));
var analysisSegments = this.preparer.CalculateSegments(new[] { segment }, this.settings).ToArray();
var expected = new[]
public static async Task <int> ExecuteAsync(Arguments arguments)
{
Log.Info("Event statistics analysis begin");
// validate arguments
var input = arguments.Source;
var config = arguments.Config.ToFileInfo();
if (!input.Exists)
{
throw new FileNotFoundException("Cannot find source file", input.FullName);
}
// try an automatically find the config file
if (config == null)
{
throw new FileNotFoundException("No config file argument provided");
}
else if (!config.Exists)
{
Log.Warn($"Config file {config.FullName} not found... attempting to resolve config file");
// we use the original input string - Using FileInfo fullname always produces an
// absolute path relative to pwd... we don't want to prematurely make assumptions:
// e.g. We require a missing absolute path to fail... that wouldn't work with .Name
// e.g. We require a relative path to try and resolve, using .FullName would fail the first absolute
// check inside ResolveConfigFile
config = ConfigFile.Resolve(arguments.Config, Directory.GetCurrentDirectory().ToDirectoryInfo());
}
// if a temp dir is not given, use output dir as temp dir
if (arguments.TempDir == null)
{
Log.Warn("No temporary directory provided, using backup directory");
}
// Remote: create an instance of our API helpers
IApi api = arguments.WorkbenchApi.IsNullOrEmpty() ? Api.Default : Api.Parse(arguments.WorkbenchApi);
// log some helpful messages
Log.Info("Events file: " + input);
Log.Info("Configuration file: " + config);
Log.Info("Output folder: " + arguments.Output);
Log.Info("Temp File Directory: " + arguments.TempDir);
Log.Info("Api: " + api);
// Remote: Test we can log in to the workbench
var auth = new AuthenticationService(api);
Task <IAuthenticatedApi> task;
if (arguments.AuthenticationToken.IsNotWhitespace())
{
Log.Debug("Using token for authentication");
task = auth.CheckLogin(arguments.AuthenticationToken);
}
else
{
var username = LoggedConsole.Prompt("Enter your username or email for the acoustic workbench:");
var password = LoggedConsole.Prompt("Enter your password for the acoustic workbench:", forPassword: true);
task = auth.Login(username, password);
//task = auth.Login("*****@*****.**", "tsettest");
}
LoggedConsole.WriteWaitingLine(task, "Logging into workbench...");
var authenticatedApi = await task.TimeoutAfter(Service.ClientTimeout).ConfigureAwait(false);
Log.Info("Login success" + authenticatedApi);
// read events/annotation file
Log.Info("Now reading input data");
// Read events from provided CSV file.
// Also tag them with an order index to allow sorting in the same order as they were provided to us.
var events = Csv
.ReadFromCsv <ImportedEvent>(input, throwOnMissingField: false)
.Select(
(x, i) =>
{
x.Order = i;
return(x);
})
.ToArray();
if (events.Length == 0)
{
Log.Warn("No events imported - source file empty. Exiting");
return(ExceptionLookup.NoData);
}
Log.Info($"Events read, {events.Length} read.");
// need to validate the events
var invalidEvents = events.Where(e => !e.IsValid()).ToArray();
if (invalidEvents.Length > 0)
{
throw new InvalidOperationException(
"Invalid event detected."
+ $" {invalidEvents.Length} events are not valid. The first invalid event is {invalidEvents[0]}");
}
// next gather meta data for all events
// and transform list of events into list of segments
// NOTE: to save on I/O sometimes if events share the same audio block, then multiple events will be
// bundled into the same analysis segment.
var resolver = new EventMetadataResolver(
authenticatedApi,
PaddingFunction,
arguments.Parallel ? 25 : 1);
var metadataTask = resolver.GetRemoteMetadata(events);
// wait for 1 second per event - this should be an order of magnitude greater than what is needed
ISegment <AudioRecording>[] segments = await metadataTask.TimeoutAfter(events.Length);
Log.Info($"Metadata collected, preparing to start analysis");
// finally time to start preparing jobs
ISourcePreparer preparer = new RemoteSourcePreparer(authenticatedApi, allowSegmentcutting: false);
AnalysisCoordinator coordinator = new AnalysisCoordinator(
preparer,
SaveBehavior.Never,
uniqueDirectoryPerSegment: false,
isParallel: arguments.Parallel);
// instantiate the Analysis
EventStatisticsAnalysis analysis = new EventStatisticsAnalysis();
// derserialize the config file
var configuration = analysis.ParseConfig(config);
AnalysisSettings settings = analysis.DefaultSettings;
settings.AnalysisOutputDirectory = arguments.Output;
settings.AnalysisTempDirectory = arguments.TempDir;
settings.Configuration = configuration;
var results = coordinator.Run(segments, analysis, settings);
var allEvents = results.SelectMany(es => es.Events).ToArray();
var eventsWithErrors = allEvents.Count(x => ((EventStatistics)x).Error);
if (eventsWithErrors > 0)
{
Log.Warn($"Errors occurred when calculating statistics for {eventsWithErrors} events.");
}
Log.Trace("Sorting event statistics results");
Array.Sort(allEvents);
Log.Info("Executing summary");
// TODO: implement if needed
analysis.SummariseResults(settings, null, allEvents, null, null, results);
Log.Debug("Summary complete");
var instanceOutputDirectory =
AnalysisCoordinator.GetNamedDirectory(settings.AnalysisOutputDirectory, analysis);
var resultName = FilenameHelpers.AnalysisResultPath(
instanceOutputDirectory,
input,
analysis.Identifier,
"csv");
// NOTE: we are only saving event files
Log.Info($"Writing results to {resultName}");
analysis.WriteEventsFile(resultName.ToFileInfo(), allEvents.AsEnumerable());
Log.Debug("Writing events completed");
var summaryStats = new
{
numberEvents = allEvents.Length,
durationEvents = allEvents.Sum(x => ((EventStatistics)x).EventDurationSeconds),
numberRecordings = allEvents.Select(x => ((EventStatistics)x).AudioRecordingId).Distinct().Count(),
durationAudioProcessed = results.Sum(x => x.SegmentAudioDuration.TotalSeconds),
remoteAudioDownloaded = (preparer as RemoteSourcePreparer)?.TotalBytesRecieved,
};
Log.Info("Summary statistics:\n" + Json.SerializeToString(summaryStats));
Log.Success("Event statistics analysis complete!");
return(ExceptionLookup.Ok);
}