static void Main(string[] args)
{
try
{
Usage();
if (args.Length == 0)
{
Console.Write("> ");
args = Console.ReadLine().Split(' ');
}
var learning = new DollsLib.Learning.Learning();
switch (args[0])
{
case "fetch":
DollsLib.Learning.TweetFetch.FetchFromTwitter(args[1]);
break;
case "update":
learning.UpdateWorkAndEditData();
break;
case "bag":
learning.BagOfWords();
break;
case "dl":
learning.DeepLearning();
break;
case "eval":
learning.Eval(int.Parse(args[1]));
break;
default:
Console.WriteLine("Invalid command");
break;
}
}
catch (Exception e)
{
Console.WriteLine(e);
}
}
private void CheckMasterTimeline(string taskName)
{
const int SearchCount = 200;
long masterId = TwitterManager.MasterTokens.Account.VerifyCredentials().Id ?? 0;
var timeline = TwitterManager.MasterTokens.Statuses.HomeTimeline(count: SearchCount);
// 判定器を使う
if (dlNetwork != null)
{
var ln = new DollsLib.Learning.Learning();
var workDataList = ln.CreateWorkDataList(timeline);
var result = ln.Execute(dlNetwork, workDataList);
for (int i = 0; i < result.Count; i++)
{
var status = timeline[i];
// Black List filter
if (Array.IndexOf(BlackList, status.User.ScreenName) < 0)
{
continue;
}
if (result[i] > DollsLib.Learning.LearningCommon.Threshold)
{
Log.Trace.TraceEvent(TraceEventType.Information, 0,
"[{0}] Find by dl net {1:F3}: @{2} - {3}",
taskName, result[i], status.User.ScreenName, status.Text);
try
{
TwitterManager.Favorite(workDataList[i].Id);
TwitterManager.Update(
string.Format("@{0} ブラック #DollsLearning #試験中", status.User.ScreenName),
status.Id);
}
catch (TwitterException e)
{
Log.Trace.TraceEvent(TraceEventType.Error, 0, e.Message);
}
}
}
}
// ヒューリスティクスを使う
foreach (var status in timeline)
{
if (IsBlack(status, masterId))
{
Log.Trace.TraceEvent(TraceEventType.Information, 0,
"[{0}] Find black: @{1} - {2}", taskName, status.User.ScreenName, status.Text);
try
{
TwitterManager.Favorite(status.Id);
TwitterManager.Update(
string.Format("@{0} ブラック", status.User.ScreenName),
status.Id);
}
catch (TwitterException e)
{
Log.Trace.TraceEvent(TraceEventType.Error, 0, e.Message);
}
}
else if (IsWhite(status, masterId))
{
Log.Trace.TraceEvent(TraceEventType.Information, 0,
"[{0}] Find white: @{1} - {2}", taskName, status.User.ScreenName, status.Text);
try
{
TwitterManager.Favorite(status.Id);
TwitterManager.Update(
string.Format("@{0} ホワイト！", status.User.ScreenName),
status.Id);
}
catch (TwitterException e)
{
Log.Trace.TraceEvent(TraceEventType.Error, 0, e.Message);
}
}
}
}
