Files
MycLib/Src/Myc.Trade.DataPoint.pas
T
Michael Schimmel 7f6672db24 TSeries
2025-06-11 13:33:46 +02:00

169 lines
4.8 KiB
ObjectPascal

unit Myc.Trade.DataPoint;
interface
uses
System.SysUtils;
type
// A specific data record structure for Ask and Bid prices.
// Contains Ask and Bid prices as Single-precision floating-point numbers.
TAskBidItem = packed record
Ask: Single;
Bid: Single;
constructor Create(AAsk, ABid: Single);
end;
// Represents a single data point in a time series.
// Combines a timestamp with generic data.
TDataPoint<T> = record
Time: TDateTime;
Data: T;
constructor Create(ATime: TDateTime; const AData: T);
end;
// A time-ordered array whose most recently added element has index 0.
// This managed record stores a series of TDataPoint<T> elements.
TDataSeries<T: record> = record
const
ChunkSize = 1024;
type
TChunk = TArray<TDataPoint<T>>;
private
FChunks: TArray<TChunk>;
FCount: Int64;
function GetCount: Int64;
function GetItems(Idx: Int64): TDataPoint<T>;
public
// Adds a new data point to the series.
// Asserts that the new data point's time is not older than the current newest item.
procedure Add(const Data: TDataPoint<T>);
// Searches for a data point by its timestamp.
// Returns the logical index of the matching item.
// If no exact match, returns the index of the item immediately preceding the timestamp.
// Returns -1 if the timestamp is before the oldest item in the series.
function IndexOf(TimeStamp: TDateTime): Int64;
// Initializes the TDataSeries record.
class operator Initialize(out Dest: TDataSeries<T>);
class operator Finalize(var Dest: TDataSeries<T>);
// The total number of data points in the series.
property Count: Int64 read GetCount;
// Accesses data points by their logical index.
// Index 0 is the newest element, Index (Count - 1) is the oldest.
property Items[Idx: Int64]: TDataPoint<T> read GetItems; default;
end;
implementation
uses
Winapi.Windows;
{ TDataPoint }
constructor TDataPoint<T>.Create(ATime: TDateTime; const AData: T);
begin
Time := ATime;
Data := AData;
end;
{ TDataSeries<T> }
procedure TDataSeries<T>.Add(const Data: TDataPoint<T>);
begin
// Assert that the new data point's time is NOT OLDER than the current newest item.
// This means data must be added in chronologically ascending order (or equal timestamp).
Assert((Length(FChunks) = 0) or (Data.Time >= GetItems(0).Time), 'Time stamp older than last item');
var ci := FCount div ChunkSize;
var di := FCount mod ChunkSize;
if di = 0 then
begin
Assert(ci = Length(FChunks));
Assert(di = 0);
SetLength(FChunks, ci + 1);
SetLength(FChunks[ci], ChunkSize);
end;
FChunks[ci][di] := Data;
inc(FCount);
end;
function TDataSeries<T>.GetCount: Int64;
begin
Result := FCount;
end;
function TDataSeries<T>.GetItems(Idx: Int64): TDataPoint<T>;
begin
Assert((Idx >= 0) and (Idx < FCount));
Idx := FCount - Idx - 1;
Result := FChunks[Idx div ChunkSize][Idx mod ChunkSize];
end;
function TDataSeries<T>.IndexOf(TimeStamp: TDateTime): Int64;
var
low, high, mid: Int64;
dataPointTime: TDateTime;
debugStr: string;
begin
Result := -1;
if FCount = 0 then
Exit;
low := 0;
high := FCount - 1;
// Start der Debug-Ausgabe
OutputDebugString(PChar(Format('--- IndexOf Search for %.15f ---', [TimeStamp])));
while (low <= high) do
begin
mid := low + (high - low) div 2;
dataPointTime := GetItems(mid).Time;
// Ausgabe der Werte in jeder Iteration
debugStr := Format('low: %d, high: %d, mid: %d, dataPointTime: %.15f',
[low, high, mid, dataPointTime]);
OutputDebugString(PChar(debugStr));
if (dataPointTime = TimeStamp) then
begin
OutputDebugString(' -> Match found!');
Result := mid;
Exit;
end
else if (dataPointTime < TimeStamp) then
begin
OutputDebugString(' -> dataPointTime < TimeStamp');
Result := mid;
high := mid - 1;
end
else // dataPointTime > TimeStamp
begin
OutputDebugString(' -> dataPointTime > TimeStamp');
low := mid + 1;
end;
end;
OutputDebugString(PChar('--- Search Finished ---'));
end;
class operator TDataSeries<T>.Finalize(var Dest: TDataSeries<T>);
begin
Dest.FChunks := nil;
Dest.FCount := 0;
end;
class operator TDataSeries<T>.Initialize(out Dest: TDataSeries<T>);
begin
Dest.FCount := 0;
end;
constructor TAskBidItem.Create(AAsk, ABid: Single);
begin
Ask := AAsk;
Bid := ABid;
end;
end.