我有一个Stock
类可以从一个文件(大约 100 MB)中加载大量股票数据历史记录。我有一个Pair
类,它接受两个Stock
对象并计算两者之间的一些统计关系,然后将结果写入文件。
在我的主要方法中,我有一个循环遍历一对股票(大约 500 个)的列表。它创建 2 个库存对象,然后从这两个对象中创建一个 pair 对象。此时,配对计算被写入文件,我完成了对象。我需要释放内存,以便继续下一个计算。
除了将 3 个对象设置为 null 之外,我还在循环末尾添加了以下两行:
GC.Collect(GC.MaxGeneration);
GC.WaitForPendingFinalizers();
跨过这两行似乎只是从每次循环迭代分配的 200-300 MB 中释放了 50 MB(从任务管理器中查看)。
该程序在给我一个系统内存不足异常之前做了大约八到十对。内存使用量稳步增加,直到它在大约 1.5 GB 时崩溃。(这是一台运行 Win7 Ultimate 的 8 GB 机器)
我对垃圾收集没有太多经验。难道我做错了什么?
这是我的代码,因为你问了:(注意:程序有两种模式,1> 添加模式,将新配对添加到系统中。2> 常规模式,根据filesystemwatcher
事件实时更新配对文件。股票数据由外部应用程序更新称为 QCollector。)
这是MainForm
在添加模式下运行的段:
foreach (string line in PairList)
{
string[] tokens = line.Split(',');
stockA = new Stock(QCollectorPath, tokens[0].ToUpper());
stockB = new Stock(QCollectorPath, tokens[1].ToUpper());
double ratio = double.Parse(tokens[2]);
Pair p = new Pair(QCollectorPath, stockA, stockB, ratio);
// at this point the pair is written to file (constructor handles this)
// commenting out the following lines of code since they don't fix the problem
// stockA = null;
// stockB = null;
// p = null;
// refraining from forced collection since that's not the problem
// GC.Collect(GC.MaxGeneration);
// GC.WaitForPendingFinalizers();
// so far this is the only way i can fix the problem by setting the pair classes
// references to StockA and StockB to null
p.Kill();
}
我正在根据请求添加更多代码:Stock
并且Pair
是 的子类TimeSeries
,具有通用功能
public abstract class TimeSeries {
protected List<string> data;
// following create class must be implemented by subclasses (stock, pair, etc...)
// as each class is created differently, although their data formatting is identical
protected void List<string> Create();
// . . .
public void LoadFromFile()
{
data = new List<string>();
List<StreamReader> srs = GetAllFiles();
foreach (StreamReader sr in srs)
{
List<string> temp = new List<string>();
temp = TurnFileIntoListString(sr);
data = new List<string>(temp.Concat(data));
sr.Close()
}
}
// uses directory naming scheme (according to data month/year) to find files of a symbol
protected List<StreamReader> GetAllFiles()...
public static List<string> TurnFileIntoListString(StreamReader sr)
{
List<string> list = new List<string>();
string line;
while ((line = sr.ReadLine()) != null)
list.Add(line);
return list;
}
// this is the only mean to access a TimeSeries object's data
// this is to prevent deadlocks by time consuming methods such as pair's Create
public string[] GetListCopy()
{
lock (data)
{
string[] listCopy = new string[data.count];
data.CopyTo(listCopy);
return listCopy();
}
}
}
public class Stock : TimeSeries
{
public Stock(string dataFilePath, string symbol, FileSystemWatcher fsw = null)
{
DataFilePath = dataFilePath;
Name = symbol.ToUpper();
LoadFromFile();
// to update stock data when external app updates the files
if (fsw != null) fsw.Changed += FileSystemEventHandler(fsw_Changed);
}
protected void List<string> Create()
{
// stock files created by external application
}
// . . .
}
public class Pair : TimeSeries {
public Pair(string dataFilePath, Stock stockA, Stock stockB, double ratio)
{
// assign parameters to local members
// ...
if (FileExists())
LoadFromFile();
else
Create();
}
protected override List<string> Create()
{
// since stock can get updated by fileSystemWatcher's event handler
// a copy is obtained from the stock object's data
string[] listA = StockA.GetListCopy();
string[] listB = StockB.GetListCopy();
List<string> listP = new List<string>();
int i, j;
i = GetFirstValidBar(listA);
j = GetFirstValidBar(listB);
DateTime dtA, dtB;
dtA = GetDateTime(listA[i]);
dtB = GetDateTime(listB[j]);
// this hidden segment adjusts i and j until they are starting at same datetime
// since stocks can have different amount of data
while (i < listA.Count() && j < listB.Count)
{
double priceA = GetPrice(listA[i]);
double priceB = GetPrice(listB[j]);
double priceP = priceA * ratio - priceB;
listP.Add(String.Format("{0},{1:0.00},{2:0.00},{3:0.00}"
, dtA
, priceP
, priceA
, priceB
);
if (i < j)
i++;
else if (j < i)
j++;
else
{
i++;
j++;
}
}
}
public void Kill()
{
data = null;
stockA = null;
stockB = null;
}
}