void Run(string[] args)
{
// Read the command line
if (args.Length < 1)
{
WriteLine("Invalid args");
WriteLine(formatString);
return;
}
ReadCommandLine(args);
string csvOutFilename = GetArg("o", false);
if (csvOutFilename.Length == 0)
{
WriteLine("Missing -o arg");
WriteLine(formatString);
return;
}
// Set the title
string title = GetArg("title", false);
if (title.Length == 0)
{
title = MakeShortFilename(csvOutFilename).ToLower().Replace(".csv", "");
}
char c = title[0];
c = char.ToUpper(c);
title = c + title.Substring(1);
string filterOutlierStat = GetArg("filterOutlierStat", false);
float filterOutlierThreshold = GetFloatArg("filterOutlierThreshold", 1000.0f);
// Whether or not we want stats to be averaged rather than appended
bool bAverage = GetBoolArg("avg");
string csvDir = GetArg("csvDir");
string csvFilenamesStr = GetArg("csvs", false);
if (csvDir == null && csvFilenamesStr == null)
{
WriteLine("-csvs or -csvdir is required");
WriteLine(formatString);
return;
}
string searchPattern = GetArg("searchPattern", null);
if (csvFilenamesStr.Contains("*"))
{
// If passed a wildcard to -csvs, this is equivalent to -csvdir . -searchpattern <csvs>
if (csvDir != null && csvDir != "")
{
throw new Exception("Can't use -csvs with -csvdir");
}
csvDir = ".";
searchPattern = csvFilenamesStr;
}
// Read CSV filenames from a directory or list
string[] csvFilenames;
if (csvDir.Length > 0)
{
if (searchPattern == null)
{
searchPattern = "*.csv";
}
DirectoryInfo di = new DirectoryInfo(csvDir);
bool bRecurse = GetBoolArg("recurse");
var files = di.GetFiles(searchPattern, bRecurse ? SearchOption.AllDirectories : SearchOption.TopDirectoryOnly);
csvFilenames = new string[files.Length];
int i = 0;
foreach (FileInfo csvFile in files)
{
csvFilenames[i] = csvFile.FullName;
i++;
}
}
else
{
if (csvFilenamesStr.Length == 0)
{
System.Console.Write(formatString);
return;
}
csvFilenames = csvFilenamesStr.Split(';');
}
Console.WriteLine("Collating " + csvFilenames.Length + " csvs:");
foreach (string csvFilename in csvFilenames)
{
Console.WriteLine(" " + csvFilename);
}
Console.WriteLine("");
CsvStats combinedCsvStats = new CsvStats();
string metadataFilterString = GetArg("metadataFilter", null);
List <int> frameCsvCounts = new List <int>();
List <string> allCsvFilenames = new List <string>();
int csvIndex = 0;
foreach (string csvFilename in csvFilenames)
{
CsvStats srcCsvStats = CsvStats.ReadCSVFile(csvFilename, null);
// Check for outliers
bool skip = false;
if (filterOutlierStat != null)
{
StatSamples outlierStat = srcCsvStats.GetStat(filterOutlierStat);
if (outlierStat != null)
{
foreach (float sample in outlierStat.samples)
{
if (sample > filterOutlierThreshold)
{
WriteLine("CSV " + csvFilename + " ignored due to bad " + filterOutlierStat + " value: " + sample);
skip = true;
break;
}
}
}
}
if (metadataFilterString != null)
{
if (srcCsvStats.metaData == null || !CsvStats.DoesMetadataMatchFilter(srcCsvStats.metaData, metadataFilterString))
{
WriteLine("Skipping CSV " + csvFilename + " due to metadata filter");
skip = true;
}
}
if (skip)
{
continue;
}
// Add the CSV filename as the first event if we're not averaging
if (!bAverage)
{
CsvEvent firstEvent = new CsvEvent();
firstEvent.Frame = 0;
firstEvent.Name = "CSV:" + MakeShortFilename(csvFilename).Replace(' ', '_').Replace(',', '_').Replace('\n', '_');
srcCsvStats.Events.Insert(0, firstEvent);
}
// Combine the stats
if (csvIndex == 0)
{
combinedCsvStats = srcCsvStats;
}
else
{
CsvMetadata metadataA = combinedCsvStats.metaData;
CsvMetadata metadataB = srcCsvStats.metaData;
// If there is metadata, it should match
if (metadataA != null || metadataB != null)
{
metadataA.CombineAndValidate(metadataB);
}
combinedCsvStats.Combine(srcCsvStats, bAverage, false);
}
// If we're computing the average, update the counts for each frame
if (bAverage)
{
// Resize frameCsvCounts if necessary
for (int i = frameCsvCounts.Count; i < combinedCsvStats.SampleCount; i++)
{
frameCsvCounts.Add(0);
}
for (int i = 0; i < srcCsvStats.SampleCount; i++)
{
frameCsvCounts[i] += 1;
}
}
allCsvFilenames.Add(Path.GetFileName(csvFilename));
csvIndex++;
WriteLine("Csvs Processed: " + csvIndex + " / " + csvFilenames.Length);
}
if (bAverage)
{
// Divide all samples by the total number of CSVs
foreach (StatSamples stat in combinedCsvStats.Stats.Values)
{
for (int i = 0; i < stat.samples.Count; i++)
{
stat.samples[i] /= (float)(frameCsvCounts[i]);
}
}
// Add a stat for the csv count
string csvCountStatName = "csvCount";
if (!combinedCsvStats.Stats.ContainsKey(csvCountStatName))
{
StatSamples csvCountStat = new StatSamples(csvCountStatName);
foreach (int count in frameCsvCounts)
{
csvCountStat.samples.Add((int)count);
}
combinedCsvStats.Stats.Add(csvCountStatName, csvCountStat);
}
if (combinedCsvStats.metaData != null)
{
// Add some metadata
combinedCsvStats.metaData.Values.Add("Averaged", allCsvFilenames.Count.ToString());
combinedCsvStats.metaData.Values.Add("SourceFiles", string.Join(";", allCsvFilenames));
}
}
combinedCsvStats.ComputeAveragesAndTotal();
// Write the csv stats to a CSV
combinedCsvStats.WriteToCSV(csvOutFilename);
}
void Run(string[] args)
{
// Read the command line
if (args.Length < 1)
{
WriteLine("Invalid args");
WriteLine(formatString);
return;
}
ReadCommandLine(args);
string csvFilename = GetArg("csv", true);
if (csvFilename.Length == 0)
{
System.Console.Write(formatString);
return;
}
string splitStat = GetArg("splitStat").ToLower(); // We write a CSV out for every value of this that we encounter
if (splitStat.Length == 0)
{
System.Console.Write(formatString);
return;
}
string csvOutFilename = GetArg("o", false);
if (csvOutFilename.Length == 0)
{
int dotIndex = csvFilename.LastIndexOf('.');
csvOutFilename = csvFilename.Substring(0, dotIndex);
}
int delay = GetIntArg("delay", 0); // We delay by this many frames
bool bVirtualEvents = GetBoolArg("virtualEvents");
// Read the CSV
CsvStats csvStats = CsvStats.ReadCSVFile(csvFilename, null);
List <CsvStats> csvStatsOutList = new List <CsvStats>();
List <float> uniqueValues = new List <float>();
Dictionary <float, int> switchValueToCsvIndex = new Dictionary <float, int>();
StatSamples [] statSamples = csvStats.Stats.Values.ToArray();
StatSamples switchStatSamples = csvStats.GetStat(splitStat);
if (switchStatSamples == null)
{
System.Console.WriteLine("Split stat '" + switchStatSamples + "' not found");
return;
}
StatSamples[] sourceStats = csvStats.Stats.Values.ToArray();
List <int> SourceFrameToDestFrameIndex = new List <int>();
List <int> SourceFrameToDestCsvIndex = new List <int>();
for (int i = delay; i < switchStatSamples.samples.Count; i++)
{
float switchValue = switchStatSamples.samples[i - delay];
// Find the CSV stats for this value, or create it if it doesn't exist
CsvStats destStats;
if (!switchValueToCsvIndex.ContainsKey(switchValue))
{
destStats = new CsvStats();
// Create a new CsvStats as a copy of csvStats but with no samples
destStats.metaData = csvStats.metaData;
foreach (StatSamples stat in sourceStats)
{
StatSamples newStat = new StatSamples(stat, false);
destStats.AddStat(newStat);
}
switchValueToCsvIndex.Add(switchValue, csvStatsOutList.Count);
csvStatsOutList.Add(destStats);
uniqueValues.Add(switchValue);
}
else
{
destStats = csvStatsOutList[switchValueToCsvIndex[switchValue]];
}
// Add the samples to the current destination
int index = 0;
foreach (StatSamples destStat in destStats.Stats.Values.ToArray())
{
if (i < sourceStats[index].samples.Count)
{
destStat.samples.Add(sourceStats[index].samples[i]);
}
index++;
}
int DestCsvIndex = switchValueToCsvIndex[switchValue];
int DestFrameIndex = destStats.SampleCount - 1;
SourceFrameToDestFrameIndex.Add(DestFrameIndex);
SourceFrameToDestCsvIndex.Add(DestCsvIndex);
}
for (int i = 0; i < csvStats.Events.Count; i++)
{
CsvEvent ev = csvStats.Events[i];
int eventFrame = ev.Frame - delay;
if (eventFrame > 0)
{
int destCsvIndex = SourceFrameToDestCsvIndex[eventFrame];
CsvStats destStats = csvStatsOutList[destCsvIndex];
CsvEvent newEvent = new CsvEvent(ev.Name, SourceFrameToDestFrameIndex[ev.Frame]);
destStats.Events.Add(ev);
if (bVirtualEvents)
{
// Write the event to the other CSVs with [VIRTUAL]
for (int j = 0; j < csvStatsOutList.Count; j++)
{
if (j != destCsvIndex)
{
CsvEvent newEvent2 = new CsvEvent(ev.Name + " [VIRTUAL]", newEvent.Frame);
destStats.Events.Add(newEvent2);
}
}
}
}
}
for (int i = 0; i < csvStatsOutList.Count; i++)
{
// Write the csv stats to a CSV
csvStatsOutList[i].WriteToCSV(csvOutFilename + "_" + splitStat + "_" + uniqueValues[i] + ".csv");
}
}
void Run(string[] args)
{
// Read the command line
if (args.Length < 1)
{
WriteLine("Invalid args");
WriteLine(formatString);
return;
}
ReadCommandLine(args);
string csvOutFilename = GetArg("o", false);
if (csvOutFilename.Length == 0)
{
WriteLine("Missing -o arg");
WriteLine(formatString);
return;
}
// Set the title
string title = GetArg("title", false);
if (title.Length == 0)
{
title = MakeShortFilename(csvOutFilename).ToLower().Replace(".csv", "");
}
char c = title[0];
c = char.ToUpper(c);
title = c + title.Substring(1);
string filterOutlierStat = GetArg("filterOutlierStat", false);
float filterOutlierThreshold = GetFloatArg("filterOutlierThreshold", 1000.0f);
// Whether or not we want stats to be averaged rather than appended
bool bAverage = GetBoolArg("avg");
// Read CSV filenames from a directory or list
string[] csvFilenames;
string csvDir = GetArg("csvDir");
if (csvDir.Length > 0)
{
DirectoryInfo di = new DirectoryInfo(csvDir);
var files = di.GetFiles("*.csv", SearchOption.AllDirectories);
csvFilenames = new string[files.Length];
int i = 0;
foreach (FileInfo csvFile in files)
{
csvFilenames[i] = csvFile.FullName;
i++;
}
}
else
{
string csvFilenamesStr = GetArg("csvs", true);
if (csvFilenamesStr.Length == 0)
{
System.Console.Write(formatString);
return;
}
csvFilenames = csvFilenamesStr.Split(';');
}
CsvStats combinedCsvStats = new CsvStats();
// List of stats to be averaged
//CsvStats[] statsToAvg = new CsvStats[csvFilenames.Length];
// Read all the CSVs into one big CSVStats class
List <int> frameCsvCounts = new List <int>();
List <string> allCsvFilenames = new List <string>();
int csvIndex = 0;
foreach (string csvFilename in csvFilenames)
{
CsvStats srcCsvStats = CsvStats.ReadCSVFile(csvFilename, null);
// Check for outliers
bool skip = false;
if (filterOutlierStat != null)
{
StatSamples outlierStat = srcCsvStats.GetStat(filterOutlierStat);
if (outlierStat != null)
{
foreach (float sample in outlierStat.samples)
{
if (sample > filterOutlierThreshold)
{
WriteLine("CSV " + csvFilename + " ignored due to bad " + filterOutlierStat + " value: " + sample);
skip = true;
break;
}
}
}
}
if (skip)
{
continue;
}
// Add the CSV filename as the first event if we're not averaging
if (!bAverage)
{
CsvEvent firstEvent = new CsvEvent();
firstEvent.Frame = 0;
firstEvent.Name = "CSV:" + MakeShortFilename(csvFilename).Replace(' ', '_').Replace(',', '_').Replace('\n', '_');
srcCsvStats.Events.Insert(0, firstEvent);
}
// Combine the stats
if (csvIndex == 0)
{
combinedCsvStats = srcCsvStats;
}
else
{
CsvMetadata metadataA = combinedCsvStats.metaData;
CsvMetadata metadataB = srcCsvStats.metaData;
// If there is metadata, it should match
if (metadataA != null || metadataB != null)
{
metadataA.CombineAndValidate(metadataB);
}
combinedCsvStats.Combine(srcCsvStats, bAverage, false);
if (bAverage)
{
// Resize the framecount array to match
for (int i = frameCsvCounts.Count; i < combinedCsvStats.SampleCount; i++)
{
frameCsvCounts.Add(0);
}
for (int i = 0; i < srcCsvStats.SampleCount; i++)
{
frameCsvCounts[i] += 1;
}
}
}
allCsvFilenames.Add(Path.GetFileName(csvFilename));
WriteLine("Csvs Processed: " + csvIndex + " / " + csvFilenames.Length);
csvIndex++;
}
if (bAverage)
{
// Divide all samples by the total number of CSVs
foreach (StatSamples stat in combinedCsvStats.Stats.Values)
{
for (int i = 0; i < stat.samples.Count; i++)
{
stat.samples[i] /= (float)(frameCsvCounts[i]);
}
}
// Add a stat for the csv count
string csvCountStatName = "csvCount";
if (!combinedCsvStats.Stats.ContainsKey(csvCountStatName))
{
StatSamples csvCountStat = new StatSamples(csvCountStatName);
foreach (int count in frameCsvCounts)
{
csvCountStat.samples.Add((int)count);
}
combinedCsvStats.Stats.Add(csvCountStatName, csvCountStat);
}
if (combinedCsvStats.metaData != null)
{
// Add some metadata
combinedCsvStats.metaData.Values.Add("Averaged", allCsvFilenames.Count.ToString());
combinedCsvStats.metaData.Values.Add("SourceFiles", string.Join(";", allCsvFilenames));
}
}
combinedCsvStats.ComputeAveragesAndTotal();
// Write the csv stats to a CSV
combinedCsvStats.WriteToCSV(csvOutFilename);
}