public void Update(string Description, int symbol)
{
if (enabled)
{
if (log_file != "")
{
LogToFile(Description);
}
string ClassName = "";
string MethodName = "";
ParseDescription(
ref Description,
ref ClassName,
ref MethodName);
UsageNode n = null;
int ID;
int pos = EventDescription.IndexOf(Description);
if (pos > -1)
{
ID = EventID[pos];
n = (UsageNode)GetNode(ID);
symbol = EventSymbol[pos];
}
else
{
ID = EventID.Count;
EventDescription.Add(Description);
EventID.Add(ID);
EventSymbol.Add(symbol);
n = new UsageNode(Description, ID, symbol, ClassName, MethodName);
Add(n);
}
// increment hit score for this node
n.Hits++;
if (n.Hits > 5000)
{
RenumberHits();
}
// link nodes together
if (prev_node != null)
{
LinkByID(n.ID, prev_node.ID);
// set the duration between events
UsageLink lnk = (UsageLink)prev_node.GetLink(n.ID);
if (lnk != null)
{
TimeSpan time_elapsed = DateTime.Now.Subtract(prev_node_time);
lnk.SetDuration(time_elapsed.TotalMilliseconds);
}
}
prev_node = n;
prev_node_time = DateTime.Now;
}
}
/// <summary>
/// predicts how many seconds are likely to elapse before the next event takes place
/// </summary>
/// <returns>number of seconds before the next event</returns>
public float PredictNextEventArrivalSec()
{
float next_event_arrival_sec = 0;
if (prev_node != null)
{
ulong max_hits = 0;
int winner = -1;
for (int i = 0; i < prev_node.Links.Count; i++)
{
UsageLink lnk = (UsageLink)prev_node.Links[i];
UsageNode n = (UsageNode)lnk.From;
if (n.Hits > max_hits)
{
max_hits = n.Hits;
winner = i;
}
}
if (winner > -1)
{
UsageLink lnk = (UsageLink)prev_node.Links[winner];
double av_duration_mS = lnk.GetAverageDuration();
TimeSpan diff = DateTime.Now.Subtract(prev_node_time);
next_event_arrival_sec = (float)(diff.TotalMilliseconds - av_duration_mS) / 1000.0f;
if (next_event_arrival_sec < 0)
{
next_event_arrival_sec = 0;
}
}
}
return(next_event_arrival_sec);
}
public static UsageNode Load(BinaryReader br)
{
// read the node data
int ID = br.ReadInt32();
string Description = br.ReadString();
ulong Hits = br.ReadUInt64();
int Symbol = br.ReadByte();
string ClassName = br.ReadString();
string MethodName = br.ReadString();
UsageNode n = new UsageNode(Description, ID, Symbol, ClassName, MethodName);
n.Hits = Hits;
// read the link IDs
n.temp_link_IDs = new List <int>();
n.temp_duration = new List <List <double> >();
int no_of_links = br.ReadInt32();
for (int i = 0; i < no_of_links; i++)
{
n.temp_link_IDs.Add(br.ReadInt32());
List <double> duration = new List <double>();
int no_of_duration_values = br.ReadInt32();
for (int j = 0; j < no_of_duration_values; j++)
{
duration.Add(br.ReadDouble());
}
n.temp_duration.Add(duration);
}
return(n);
}
/// <summary>
/// renumbers hit scores to prevent overflows
/// </summary>
protected void RenumberHits()
{
for (int i = 0; i < Nodes.Count; i++)
{
UsageNode n = (UsageNode)Nodes[i];
n.Hits /= 2;
}
}
/// <summary>
/// returns a list of the next likely events
/// </summary>
/// <param name="Description">description of each event</param>
/// <param name="Probability">probability of each event</param>
/// <param name="TimeToEventSec">number of seconds before each event is likely to occur</param>
public void PredictNextEvents(
ref List <string> Description,
ref List <float> Probability,
ref List <float> TimeToEventSec)
{
if (Description == null)
{
Description = new List <string>();
}
if (Probability == null)
{
Probability = new List <float>();
}
if (TimeToEventSec == null)
{
TimeToEventSec = new List <float>();
}
Description.Clear();
Probability.Clear();
TimeToEventSec.Clear();
if (prev_node != null)
{
ulong total_hits = 0;
for (int i = 0; i < prev_node.Links.Count; i++)
{
UsageLink lnk = (UsageLink)prev_node.Links[i];
UsageNode n = (UsageNode)lnk.From;
total_hits += n.Hits;
}
for (int i = 0; i < prev_node.Links.Count; i++)
{
UsageLink lnk = (UsageLink)prev_node.Links[i];
UsageNode n = (UsageNode)lnk.From;
Description.Add(n.Name);
Probability.Add((float)((double)n.Hits / (double)total_hits));
double av_duration_mS = lnk.GetAverageDuration();
TimeSpan diff = DateTime.Now.Subtract(prev_node_time);
float diff_sec = (float)(diff.TotalMilliseconds - av_duration_mS) / 1000.0f;
if (diff_sec < 0)
{
diff_sec = 0;
}
TimeToEventSec.Add(diff_sec);
}
}
}
public static UsageGraph Load(string filename)
{
UsageGraph graph = new UsageGraph();
if (File.Exists(filename))
{
FileStream fs = File.Open(filename, FileMode.Open);
BinaryReader br = new BinaryReader(fs);
// read event types
int no_of_events = br.ReadInt32();
for (int i = 0; i < no_of_events; i++)
{
graph.EventID.Add(br.ReadInt32());
graph.EventDescription.Add(br.ReadString());
graph.EventSymbol.Add(br.ReadInt32());
}
// load nodes
int no_of_nodes = br.ReadInt32();
for (int i = 0; i < no_of_nodes; i++)
{
graph.Add(UsageNode.Load(br));
}
br.Close();
fs.Close();
// link nodes together
for (int i = 0; i < graph.Nodes.Count; i++)
{
UsageNode n = (UsageNode)graph.Nodes[i];
if (n.temp_link_IDs != null)
{
for (int j = 0; j < n.temp_link_IDs.Count; j++)
{
graph.LinkByID(n.temp_link_IDs[j], n.ID);
UsageLink lnk = (UsageLink)(n.Links[n.Links.Count - 1]);
lnk.Load(n.temp_duration[j]);
}
}
}
}
return(graph);
}
/// <summary>
/// predicts the even most likely to happen next
/// </summary>
/// <returns></returns>
public string PredictNextEvent()
{
string next_event_description = "";
if (prev_node != null)
{
ulong max_hits = 0;
for (int i = 0; i < prev_node.Links.Count; i++)
{
UsageLink lnk = (UsageLink)prev_node.Links[i];
UsageNode n = (UsageNode)lnk.From;
if (n.Hits > max_hits)
{
max_hits = n.Hits;
next_event_description = n.Name;
}
}
}
return(next_event_description);
}
/// <summary>
/// returns a graph containing events separated by a time less than the given interval
/// </summary>
/// <param name="maximum_temoral_separation_sec">maximum time between events</param>
/// <returns>graph object</returns>
public UsageGraph GetCommonSequences(float maximum_temoral_separation_sec)
{
double maximum_temoral_separation_mS = maximum_temoral_separation_sec * 1000;
UsageGraph graph = new UsageGraph();
for (int i = 0; i < Nodes.Count; i++)
{
UsageNode n = (UsageNode)Nodes[i];
for (int j = 0; j < n.Links.Count; j++)
{
UsageLink lnk = (UsageLink)n.Links[j];
double duration_mS = lnk.GetAverageDuration();
if (duration_mS < maximum_temoral_separation_mS)
{
graph.Update(n.Name);
graph.Update(lnk.From.Name);
graph.Reset();
}
}
}
return(graph);
}
public void Update(string Description, int symbol)
{
if (enabled)
{
if (log_file != "") LogToFile(Description);
string ClassName = "";
string MethodName = "";
ParseDescription(
ref Description,
ref ClassName,
ref MethodName);
UsageNode n = null;
int ID;
int pos = EventDescription.IndexOf(Description);
if (pos > -1)
{
ID = EventID[pos];
n = (UsageNode)GetNode(ID);
symbol = EventSymbol[pos];
}
else
{
ID = EventID.Count;
EventDescription.Add(Description);
EventID.Add(ID);
EventSymbol.Add(symbol);
n = new UsageNode(Description, ID, symbol, ClassName, MethodName);
Add(n);
}
// increment hit score for this node
n.Hits++;
if (n.Hits > 5000)
RenumberHits();
// link nodes together
if (prev_node != null)
{
LinkByID(n.ID, prev_node.ID);
// set the duration between events
UsageLink lnk = (UsageLink)prev_node.GetLink(n.ID);
if (lnk != null)
{
TimeSpan time_elapsed = DateTime.Now.Subtract(prev_node_time);
lnk.SetDuration(time_elapsed.TotalMilliseconds);
}
}
prev_node = n;
prev_node_time = DateTime.Now;
}
}
public void Reset()
{
prev_node = null;
}
public static UsageNode Load(BinaryReader br)
{
// read the node data
int ID = br.ReadInt32();
string Description = br.ReadString();
ulong Hits = br.ReadUInt64();
int Symbol = br.ReadByte();
string ClassName = br.ReadString();
string MethodName = br.ReadString();
UsageNode n = new UsageNode(Description, ID, Symbol, ClassName, MethodName);
n.Hits = Hits;
// read the link IDs
n.temp_link_IDs = new List<int>();
n.temp_duration = new List<List<double>>();
int no_of_links = br.ReadInt32();
for (int i = 0; i < no_of_links; i++)
{
n.temp_link_IDs.Add(br.ReadInt32());
List<double> duration = new List<double>();
int no_of_duration_values = br.ReadInt32();
for (int j = 0; j < no_of_duration_values; j++)
duration.Add(br.ReadDouble());
n.temp_duration.Add(duration);
}
return (n);
}
/// <summary>
/// export the graph in dot format
/// </summary>
/// <param name="filename">filename to save as</param>
/// <param name="invert">inverts the direction of links</param>
/// <param name="show_weight">show durations between events in seconds</param>
public override void ExportAsDot(
string filename,
bool invert,
bool show_weight)
{
StreamWriter oWrite = null;
bool allowWrite = true;
int max_edge_weight = 10;
try
{
oWrite = File.CreateText(filename);
}
catch
{
allowWrite = false;
}
if (allowWrite)
{
ulong total_hits = 0;
for (int i = 0; i < Nodes.Count; i++)
{
UsageNode n = (UsageNode)Nodes[i];
total_hits += n.Hits;
}
// compute durations, and find the longest duration
double max_duration_mS = 0;
List <double> durations = new List <double>();
for (int i = 0; i < Nodes.Count; i++)
{
for (int j = 0; j < Nodes[i].Links.Count; j++)
{
UsageLink lnk = (UsageLink)Nodes[i].Links[j];
double duration_mS = lnk.GetAverageDuration();
durations.Add(duration_mS);
if (duration_mS > max_duration_mS)
{
max_duration_mS = duration_mS;
}
}
}
int ctr = 0;
string str;
string duration_str = "";
oWrite.WriteLine("digraph G {");
for (int i = 0; i < Nodes.Count; i++)
{
UsageNode node = (UsageNode)Nodes[i];
if (node.Symbol != SYMBOL_ELLIPSE)
{
str = " " + ReplaceSpaces(node.Name);
str += GetHitsSuffix(node.Hits, total_hits);
str += " [shape=";
int symbol = (int)(node.Symbol);
switch (symbol)
{
case SYMBOL_SQUARE:
{
str += "square";
break;
}
}
str += "];";
oWrite.WriteLine(str);
}
for (int j = 0; j < Nodes[i].Links.Count; j++, ctr++)
{
UsageLink lnk = (UsageLink)Nodes[i].Links[j];
UsageNode from_node = (UsageNode)(lnk.From);
UsageNode to_node = (UsageNode)Nodes[i];
if (invert)
{
to_node = (UsageNode)(Nodes[i].Links[j].From);
from_node = (UsageNode)Nodes[i];
}
double duration_mS = 0;
if (show_weight)
{
if (ctr < durations.Count)
{
duration_mS = durations[ctr];
double duration_sec = duration_mS / 1000.0;
if (show_milliseconds)
{
duration_str = ((int)duration_mS).ToString();
}
else
{
duration_str = ((int)(duration_sec * 10) / 10.0f).ToString();
}
}
}
str = " " +
ReplaceSpaces(from_node.Name) + GetHitsSuffix(from_node.Hits, total_hits) +
" -> " +
ReplaceSpaces(to_node.Name) + GetHitsSuffix(to_node.Hits, total_hits);
if (show_weight)
{
if (duration_str != "0") // don't bother showing zero values
{
str += " [label=" + '"' + duration_str + '"';
str += ",weight=" + ((int)(duration_mS * max_edge_weight / max_duration_mS)).ToString() + "]";
}
}
str += ";";
oWrite.WriteLine(str);
}
}
oWrite.WriteLine("}");
oWrite.Close();
}
}
public void Reset()
{
prev_node = null;
}