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CacheManager.pas
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744 lines (640 loc) · 17.4 KB
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unit CacheManager;
interface
uses
System.Rtti,
System.JSON,
System.TypInfo,
System.SysUtils,
System.SyncObjs,
System.IOUtils,
System.Diagnostics,
System.Generics.Defaults,
System.Generics.Collections;
type
ECacheException = class(Exception);
TCacheStatistics = class
strict private type
PValueNodeStat = ^TValueNodeStat;
TValueNodeStat = record
Miss, Hit: Integer;
end;
strict private
class var Lock: TCriticalSection;
class var HitCountMap: TDictionary<String, TValueNodeStat>;
class procedure ModifyStat(const Key: String; Proc: TProc<PValueNodeStat>);
public
class constructor Initialize();
class destructor Unitialize();
class procedure Hit(const Key: String);
class procedure Miss(const Key: String);
class procedure Dump();
end;
//
// Record used to store the cache key-value
// information.
//
PValueNode = ^TValueNode;
TValueNode = record
strict private
FValue: TValue;
FStopwatch: TStopwatch;
FExpiresInMillis: Int64;
FKey: String;
private
Next: PValueNode;
Previous: PValueNode;
strict private
function GetElapsedMillis(): Int64;
procedure CheckSupportedTypeInfo(const TypeInfo: PTypeInfo);
public
function AsValue<V>(): V;
procedure Initialize(const Key: String;
const Value: TValue;
const ExpiresInMillis: Int64);
public
property ExpiresInMillis: Int64 read FExpiresInMillis;
property ElapsedMillis: Int64 read GetElapsedMillis;
property Key: String read FKey;
end;
//
// Enumeration helper types.
// Note: Values returned during enumeration hold raw pointers to internal
// nodes. They are valid only while the enumerator is alive (read lock held).
// Do not store TCacheValue instances beyond the enumeration scope.
//
TCacheValue = record
strict private
FValueNode: PValueNode;
function GetValueNodePointer(): PValueNode;
public
function AsValue<V>(): V;
class function From(const ValueNode: PValueNode): TCacheValue; static;
end;
TCachePair = record
strict private
FKey: String;
FValue: TCacheValue;
public
property Key: String read FKey;
property Value: TCacheValue read FValue;
public
class function WithPair(const Pair: TPair<String, PValueNode>): TCachePair; static;
end;
//
// TCacheTable implements a LRU cache mechanism using TDoublyLinkedList
// along with TDictionary to make O(1) operations while mainting the
// capacity correct.
//
TCacheTable = class(TEnumerable<TCachePair>)
strict private type
//
// This class uses a lightweight critical section to serialize
// pointer mutations. All structural changes (Add, Remove, Clear)
// must also be called under the external FRWSync write lock.
// MoveToFront can be safely called under a read lock since it
// only mutates list pointers (not the dictionary).
//
TDoublyLinkedList = class
strict private
FLock: TCriticalSection;
FHead, FTail: PValueNode;
private
procedure Clear();
procedure MoveToFront(const ValueNode: PValueNode);
procedure AddToFront(const ValueNode: PValueNode);
procedure RemoveNode(const ValueNode: PValueNode);
function TryGetEldestNode(out ValueNode: PValueNode): Boolean;
public
constructor Create();
destructor Destroy(); override;
end;
private type
TCachePairEnumerator = class sealed(TEnumerator<TCachePair>)
private
FOwner: TCacheTable;
FEnumerator: TEnumerator<TPair<String, PValueNode>>;
function GetCurrent(): TCachePair;
protected
function DoGetCurrent(): TCachePair; override;
function DoMoveNext(): Boolean; override;
public
constructor Create(Owner: TCacheTable);
destructor Destroy(); override;
public
property Current: TCachePair read GetCurrent;
function MoveNext: Boolean;
end;
private
FRWSync: IReadWriteSync;
FDefaultExpiresInMillis: Int64;
FCacheDictionary: TDictionary<String, PValueNode>;
FCacheLinkedList: TDoublyLinkedList;
FCapacity: Integer;
private
//
// Unsafe here means it interacts with internal structures
// without locking.
//
procedure HandleUnsafePut(const ValueNode: PValueNode);
procedure HandleUnsafeRemove(var ValueNode: PValueNode);
protected
function GetCount(): Integer;
function DoGetEnumerator(): TEnumerator<TCachePair>; override;
public
procedure EvictAll();
procedure Evict(const Key: String);
procedure Put<V>(const Key: String; const Value: V); overload;
procedure Put<V>(const Key: String; const ExpiresInMillis: Int64; const Value: V); overload;
function GetOrMiss<V>(const Key: String; out Value: V): Boolean;
public
constructor Create(const Capacity: Integer;
const DefaultExpiresInMillis: Int64 = -1);
destructor Destroy(); override;
public
property Count: Integer read GetCount;
end;
TCacheManager = class sealed
strict private
class var GlobalCacheTable: TCacheTable;
public
class procedure EvictAll();
class procedure Evict(const Key: String);
class procedure Put<V>(const Key: String; const Value: V); overload;
class procedure Put<V>(const Key: String; const ExpiresInMillis: Int64; const Value: V); overload;
class function GetOrMiss<V>(const Key: String; out Value: V): Boolean; overload;
public
class constructor Initialize();
class destructor Uninitialize();
end;
implementation
{$Region 'TCacheTable' }
constructor TCacheTable.Create(
const Capacity: Integer;
const DefaultExpiresInMillis: Int64 = -1);
begin
if Capacity < 1 then
raise ECacheException.Create('Capacity must be greater than or equal to 1.');
FCapacity := Capacity;
FDefaultExpiresInMillis := DefaultExpiresInMillis;
FRWSync := TMultiReadExclusiveWriteSynchronizer.Create();
FCacheLinkedList := TDoublyLinkedList.Create();
FCacheDictionary := TDictionary<String, PValueNode>.Create(FCapacity + 1);
end;
procedure TCacheTable.Put<V>(
const Key: String;
const Value: V);
begin
Put(Key, -1, Value);
end;
procedure TCacheTable.Put<V>(
const Key: String;
const ExpiresInMillis: Int64;
const Value: V);
var
lValueNode: PValueNode;
lExpiresInMillis: Int64;
lValue: TValue;
begin
lValueNode := nil;
lExpiresInMillis := FDefaultExpiresInMillis;
if ExpiresInMillis <> -1 then
lExpiresInMillis := ExpiresInMillis;
lValue := TValue.From<V>(Value);
FRWSync.BeginWrite();
try
//
// If i'm replacing the value, the previous node should
// be destroyed appropriately.
//
if FCacheDictionary.TryGetValue(Key, lValueNode) then
HandleUnsafeRemove(lValueNode);
New(lValueNode);
lValueNode.Initialize(Key, lValue, lExpiresInMillis);
HandleUnsafePut(lValueNode);
if FCacheDictionary.Count > FCapacity then
begin
if FCacheLinkedList.TryGetEldestNode(lValueNode) then
HandleUnsafeRemove(lValueNode);
end;
finally
FRWSync.EndWrite();
end;
end;
function TCacheTable.GetOrMiss<V>(
const Key: String;
out Value: V): Boolean;
var
lValueNode: PValueNode;
begin
Result := False;
FRWSync.BeginRead();
try
if not FCacheDictionary.TryGetValue(Key, lValueNode) then
begin
TCacheStatistics.Miss(Key);
Value := Default(V);
Exit;
end;
if (lValueNode.ExpiresInMillis = -1) or
(lValueNode.ElapsedMillis < lValueNode.ExpiresInMillis) then
begin
TCacheStatistics.Hit(Key);
FCacheLinkedList.MoveToFront(lValueNode);
Value := lValueNode.AsValue<V>();
Result := True;
Exit;
end;
TCacheStatistics.Miss(Key);
finally
FRWSync.EndRead();
end;
FRWSync.BeginWrite();
try
if FCacheDictionary.TryGetValue(Key, lValueNode) then
begin
if (lValueNode.ExpiresInMillis <> -1) and
(lValueNode.ElapsedMillis >= lValueNode.ExpiresInMillis) then
begin
HandleUnsafeRemove(lValueNode);
end;
end;
finally
FRWSync.EndWrite();
end;
end;
procedure TCacheTable.Evict(const Key: String);
var
lValueNode: PValueNode;
begin
FRWSync.BeginWrite();
try
if FCacheDictionary.TryGetValue(Key, lValueNode) then
HandleUnsafeRemove(lValueNode);
finally
FRWSync.EndWrite();
end;
end;
procedure TCacheTable.EvictAll();
begin
FRWSync.BeginWrite();
try
FCacheDictionary.Clear();
// TDoublyLinkedList clear the PValueNode from
// memory.
FCacheLinkedList.Clear();
finally
FRWSync.EndWrite();
end;
end;
function TCacheTable.GetCount(): Integer;
begin
FRWSync.BeginRead();
try
Result := FCacheDictionary.Count;
finally
FRWSync.EndRead();
end;
end;
function TCacheTable.DoGetEnumerator(): TEnumerator<TCachePair>;
begin
Result := TCachePairEnumerator.Create(Self);
end;
procedure TCacheTable.HandleUnsafePut(const ValueNode: PValueNode);
begin
FCacheDictionary.Add(ValueNode.Key, ValueNode);
FCacheLinkedList.AddToFront(ValueNode);
end;
procedure TCacheTable.HandleUnsafeRemove(var ValueNode: PValueNode);
begin
FCacheDictionary.Remove(ValueNode.Key);
FCacheLinkedList.RemoveNode(ValueNode);
Dispose(ValueNode);
ValueNode := nil;
end;
destructor TCacheTable.Destroy();
begin
EvictAll();
FCacheDictionary.Free();
FCacheLinkedList.Free();
FRWSync := nil;
inherited;
end;
{$EndRegion 'TCacheTable' }
{$Region 'TValueNode' }
procedure TValueNode.Initialize(
const Key: String;
const Value: TValue;
const ExpiresInMillis: Int64);
begin
FKey := Key;
FValue := Value;
FExpiresInMillis := ExpiresInMillis;
if FExpiresInMillis <> -1 then
FStopwatch := TStopwatch.StartNew();
Next := nil;
Previous := nil;
end;
function TValueNode.AsValue<V>(): V;
var
lValue: TValue;
lVTypeInfo: PTypeInfo;
begin
Result := Default(V);
lVTypeInfo := TypeInfo(V);
CheckSupportedTypeInfo(lVTypeInfo);
lValue := FValue;
if (FValue.IsEmpty) or (lVTypeInfo = nil) then
Exit;
if lVTypeInfo <> FValue.TypeInfo then
lValue := FValue.Cast<V>(True);
Result := lValue.AsType<V>();
end;
function TValueNode.GetElapsedMillis(): Int64;
begin
Result := FStopwatch.ElapsedMilliseconds;
end;
procedure TValueNode.CheckSupportedTypeInfo(
const TypeInfo: PTypeInfo);
begin
if TypeInfo.Kind in [tkClass, tkInterface, tkClassRef, tkMRecord] then
raise ECacheException.CreateFmt('Unsupported cache value : %s.', [String(TypeInfo.Name)]);
end;
{$EndRegion 'TValueNode' }
{$Region 'TCacheManager' }
class constructor TCacheManager.Initialize();
const
DEF_CAPACITY = 128;
DEF_EXPIRES_IN = 1000 * 60 * 5;
begin
GlobalCacheTable := TCacheTable.Create(DEF_CAPACITY, DEF_EXPIRES_IN);
end;
class procedure TCacheManager.EvictAll();
begin
GlobalCacheTable.EvictAll();
end;
class procedure TCacheManager.Evict(
const Key: String);
begin
GlobalCacheTable.Evict(Key);
end;
class function TCacheManager.GetOrMiss<V>(
const Key: String;
out Value: V): Boolean;
begin
Result := GlobalCacheTable.GetOrMiss<V>(Key, Value);
end;
class procedure TCacheManager.Put<V>(
const Key: String;
const ExpiresInMillis: Int64;
const Value: V);
begin
GlobalCacheTable.Put<V>(Key, ExpiresInMillis, Value);
end;
class procedure TCacheManager.Put<V>(
const Key: String;
const Value: V);
begin
GlobalCacheTable.Put<V>(Key, Value);
end;
class destructor TCacheManager.Uninitialize();
begin
FreeAndNil(GlobalCacheTable);
end;
{$EndRegion 'TCacheManager' }
{$Region 'TCacheTable.TDoublyLinkedList' }
constructor TCacheTable.TDoublyLinkedList.Create();
begin
FLock := TCriticalSection.Create();
FHead := nil;
FTail := nil;
end;
procedure TCacheTable.TDoublyLinkedList.AddToFront(
const ValueNode: PValueNode);
begin
FLock.Enter();
try
ValueNode.Previous := nil;
ValueNode.Next := FHead;
if Assigned(FHead) then
FHead.Previous := ValueNode;
FHead := ValueNode;
if not Assigned(FTail) then
FTail := ValueNode;
finally
FLock.Leave();
end;
end;
procedure TCacheTable.TDoublyLinkedList.RemoveNode(
const ValueNode: PValueNode);
begin
FLock.Enter();
try
if Assigned(ValueNode.Previous) then
ValueNode.Previous.Next := ValueNode.Next
else
FHead := ValueNode.Next;
if Assigned(ValueNode.Next) then
ValueNode.Next.Previous := ValueNode.Previous
else
FTail := ValueNode.Previous;
finally
FLock.Leave();
end;
end;
procedure TCacheTable.TDoublyLinkedList.MoveToFront(
const ValueNode: PValueNode);
begin
FLock.Enter();
try
if ValueNode = FHead then
Exit;
// Remove from current position
if Assigned(ValueNode.Previous) then
ValueNode.Previous.Next := ValueNode.Next
else
FHead := ValueNode.Next;
if Assigned(ValueNode.Next) then
ValueNode.Next.Previous := ValueNode.Previous
else
FTail := ValueNode.Previous;
// Add to front
ValueNode.Previous := nil;
ValueNode.Next := FHead;
if Assigned(FHead) then
FHead.Previous := ValueNode;
FHead := ValueNode;
if not Assigned(FTail) then
FTail := ValueNode;
finally
FLock.Leave();
end;
end;
function TCacheTable.TDoublyLinkedList.TryGetEldestNode(
out ValueNode: PValueNode): Boolean;
begin
FLock.Enter();
try
if not Assigned(FTail) then
begin
Result := False;
ValueNode := nil;
Exit;
end;
ValueNode := FTail;
Result := True;
finally
FLock.Leave();
end;
end;
procedure TCacheTable.TDoublyLinkedList.Clear();
var
lNext: PValueNode;
lCurrNode: PValueNode;
begin
FLock.Enter();
try
lCurrNode := FHead;
while Assigned(lCurrNode) do
begin
lNext := lCurrNode^.Next;
Dispose(lCurrNode);
lCurrNode := lNext;
end;
FHead := nil;
FTail := nil;
finally
FLock.Leave();
end;
end;
destructor TCacheTable.TDoublyLinkedList.Destroy();
begin
Clear();
FreeAndNil(FLock);
inherited;
end;
{$EndRegion 'TCacheTable.TDoublyLinkedList'}
{$Region 'TCacheTable.TCachePairEnumerator' }
constructor TCacheTable.TCachePairEnumerator.Create(Owner: TCacheTable);
begin
FOwner := Owner;
FOwner.FRWSync.BeginRead();
FEnumerator := FOwner.FCacheDictionary.GetEnumerator();
end;
function TCacheTable.TCachePairEnumerator.DoGetCurrent(): TCachePair;
begin
Result := GetCurrent();
end;
function TCacheTable.TCachePairEnumerator.DoMoveNext(): Boolean;
begin
Result := MoveNext();
end;
function TCacheTable.TCachePairEnumerator.GetCurrent(): TCachePair;
begin
Result := TCachePair.WithPair(FEnumerator.Current);
end;
function TCacheTable.TCachePairEnumerator.MoveNext(): Boolean;
begin
Result := FEnumerator.MoveNext();
end;
destructor TCacheTable.TCachePairEnumerator.Destroy();
begin
FEnumerator.Free();
FOwner.FRWSync.EndRead();
inherited;
end;
{$EndRegion 'TCacheTable.TCachePairEnumerator' }
{$Region 'TCachePair' }
class function TCachePair.WithPair(
const Pair: TPair<String, PValueNode>): TCachePair;
begin
Result.FKey := Pair.Key;
Result.FValue := TCacheValue.From(Pair.Value);
end;
{$EndRegion 'TCachePair' }
{$Region 'TCacheValue' }
class function TCacheValue.From(
const ValueNode: PValueNode): TCacheValue;
begin
Result.FValueNode := ValueNode;
end;
function TCacheValue.AsValue<V>: V;
begin
Result := GetValueNodePointer().AsValue<V>();
end;
function TCacheValue.GetValueNodePointer(): PValueNode;
begin
Result := FValueNode;
end;
{$EndRegion 'TCacheValue' }
{$Region 'TCacheStatistics'}
class constructor TCacheStatistics.Initialize();
begin
Lock := TCriticalSection.Create();
HitCountMap := TDictionary<String, TValueNodeStat>.Create();
end;
class procedure TCacheStatistics.Miss(const Key: String);
begin
writeln('miss');
ModifyStat(Key, procedure (Stat: PValueNodeStat) begin
Inc(Stat^.Miss);
end);
end;
class procedure TCacheStatistics.Hit(const Key: String);
begin
writeln('hit');
ModifyStat(Key, procedure (Stat: PValueNodeStat) begin
Inc(Stat^.Hit);
end);
end;
class procedure TCacheStatistics.ModifyStat(
const Key: String;
Proc: TProc<PValueNodeStat>);
{$IFDEF ENABLE_CACHE_STATISTICS}
var
lValueNodeStat: TValueNodeStat;
begin
if not Assigned(HitCountMap) then
Exit;
lValueNodeStat.Miss := 0;
lValueNodeStat.Hit := 0;
Lock.Acquire();
try
HitCountMap.TryGetValue(Key, lValueNodeStat);
Proc(@lValueNodeStat);
HitCountMap.AddOrSetValue(Key, lValueNodeStat);
finally
Lock.Release();
end;
end;
{$ELSE}
begin end;
{$ENDIF}
class procedure TCacheStatistics.Dump();
var
lCacheDumpPath: String;
lJSONObject: TJSONObject;
begin
if not Assigned(HitCountMap) then
Exit;
lCacheDumpPath := ExtractFilePath(ParamStr(0));
lCacheDumpPath := IncludeTrailingPathDelimiter(lCacheDumpPath);
lCacheDumpPath := lCacheDumpPath + 'cache_dump_' + FormatDateTime('dd_nnss', Now()) + '.json';
lJSONObject := TJSONObject.Create();
try
for var CacheEntry in HitCountMap do
begin
lJSONObject.AddPair(CacheEntry.Key + '_Hit', CacheEntry.Value.Hit.ToString());
lJSONObject.AddPair(CacheEntry.Key + '_Miss', CacheEntry.Value.Miss.ToString());
end;
TFile.WriteAllText(lCacheDumpPath, lJSONObject.ToJSON());
finally
lJSONObject.Free();
end;
end;
class destructor TCacheStatistics.Unitialize();
begin
FreeAndNil(HitCountMap);
FreeAndNil(Lock);
end;
{$EndRegion 'TCacheStatistics'}
end.