static void Main(string[] args)
{
// Here we setup the environment.
// We step back from the project location until we reach the project's base folder and establish folder locations from there.
// Getting the root path of the project.
string rootPath = Path.GetDirectoryName(Assembly.GetEntryAssembly().Location);
while (rootPath.Contains("TwitchBackend"))
{
rootPath = Directory.GetParent(rootPath).FullName;
}
string testPath = rootPath + "\\TestData\\";
rootPath += "\\";
ConfigurationManager.AppSettings["RootPath"] = rootPath;
// Configuring Path locations.
string scriptsPath = rootPath + "Scripts\\";
string broadcastsPath = rootPath + "Broadcasts\\";
string analyzedMatchesPath = rootPath + "AnalyzedBroadcasts\\";
string tensorflowDataPath = rootPath + "TensorflowData\\";
string highlightVideosPath = rootPath + "HighlightVideos\\";
string twitchVodsPath = rootPath + "TwitchVods\\";
ConfigurationManager.AppSettings["ScriptsPath"] = scriptsPath;
ConfigurationManager.AppSettings["BroadcastsPath"] = broadcastsPath;
ConfigurationManager.AppSettings["TwitchVodsPath"] = twitchVodsPath;
ConfigurationManager.AppSettings["AnalyzedMatchesPath"] = analyzedMatchesPath;
ConfigurationManager.AppSettings["TensorflowDataPath"] = tensorflowDataPath;
ConfigurationManager.AppSettings["HighlightVideosPath"] = highlightVideosPath;
ConfigurationManager.AppSettings["FilterTemplatePath"] = scriptsPath + "broadcastFilterTemplate.png";
ConfigurationManager.AppSettings["TestPath"] = testPath;
// Initialise existing broadcast data from previous sessions.
FilteredMatchesManager.LoadFromJson();
// Check for new videos to process.
var files = Directory.GetFiles(twitchVodsPath);
List <string> videosToProcess = new List <string>();
// Filter out non video files.
foreach (var file in files)
{
if (file.EndsWith(".mp4"))
{
videosToProcess.Add(file);
}
}
// Process videos, stripping out non-gameplay elements.
var filteredMatches = new BroadcastFilter().FilterBroadcasts(videosToProcess);
Console.WriteLine("");
Console.WriteLine("Populating chat-logs for filtered matches");
Console.WriteLine("");
// Load in filtered chat-log info into each filtered match.
foreach (var filteredMatch in filteredMatches)
{
if (!filteredMatch.IsPopulated)
{
filteredMatch.PopulateMatchChatLogs();
}
}
// Save the newly discovered filtered match info to our manager.
FilteredMatchesManager.AddFilteredMatches(filteredMatches);
var matchAnalyzer = new MatchAnalyzer();
var matchCollection = new List <List <MatchMetricGroup> >();
Console.WriteLine("");
Console.WriteLine("Analyzing matches.");
Console.WriteLine("");
// Go through each filtered match and analyze it for selected gameplay metrics (kills, ultimate usage, ect.).
foreach (var filteredMatch in FilteredMatchesManager.FilteredMatches)
{
matchCollection.Add(matchAnalyzer.AnalyzeMatches(filteredMatch));
}
// Save the newly discovered analysis to our manager.
foreach (var collection in matchCollection)
{
AnalyzedMatchesManager.AddAnalyzedMatches(collection);
}
Console.WriteLine("");
Console.WriteLine("Match analysis complete.");
Console.WriteLine("");
// Ensuring a Json file is generated and in sync with the local files generated via analysis.
AnalyzedMatchesManager.LoadFromFiles();
AnalyzedMatchesManager.SaveToJson();
Console.WriteLine("");
Console.WriteLine("Loading analyzed match info into Deep Learning Predictor.");
Console.WriteLine("");
var deepLearner = new NeuralNetController();
var highlightGenerator = new HighlightMaker();
// Finally we generate a highlight for each discovered match we find.
foreach (var match in AnalyzedMatchesManager.AnalyzedMatches)
{
if (!match.Match.IsInstantReplay)
{
var highlightInfo = deepLearner.GetHighlightPeriod(match);
var highlightVideoPath = highlightGenerator.CreateHighlight(highlightInfo, match.Match);
Console.WriteLine($"Highlight video created at: {highlightVideoPath} for match: {match.Match.GetFileName(false)}");
}
}
// Here all UnFiltered Broadcasts are Filtered, then all Analyzed Matches are Analyzed, then all untrained instant-replays are trained and all unpredicted matches are predicted.
// All Analyzed matches then have their corresponding highlight video rendered, available to the user to view.
Console.WriteLine($"Processing complete: Go to {highlightVideosPath} to see highlight videos.");
Console.WriteLine("Press any key to exit.");
Console.ReadKey();
}
