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{
fpGUI - Free Pascal GUI Toolkit
Copyright (C) 2006 - 2014 See the file AUTHORS.txt, included in this
distribution, for details of the copyright.
See the file COPYING.modifiedLGPL, included in this distribution,
for details about redistributing fpGUI.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
Description:
Uses a Finite State Machine to parse CSV files.
Graeme Geldenhuys <graemeg@gmail.com>
This unit shows how one could use the State Design Pattern to implement a
FSM (Finite State Machine) to create a CSV Parser. It handles invalid
CSV as well and will raise an appropriate exception. In the State pattern,
each of the states becomes a subclass of the base class. Each subclass must
implement the abstract method which will handle the input character and
decide on the next state.
}
unit fpg_CSVParser;
{$mode objfpc}{$H+}
interface
uses
Classes;
type
{ forward declarations }
TCSVParser = class;
TParserStateClass = class of TCSVParserState;
{ Abstract State object }
TCSVParserState = class(TObject)
private
FParser: TCSVParser;
procedure ChangeState(NewState: TParserStateClass);
procedure AddCharToCurrField(Ch: char);
procedure AddCurrFieldToList;
public
constructor Create(AParser: TCSVParser);
{ Must be implemented in the concrete classes to handle the input character
and decide on the next state. }
procedure ProcessChar(Ch: AnsiChar; Pos: integer); virtual; abstract;
end;
{ A concrete state object - used when starting a new field }
TCSVParserFieldStartState = class(TCSVParserState)
public
procedure ProcessChar(Ch: AnsiChar; Pos: integer); override;
end;
{ A concrete state object - used while scanning a field }
TCSVParserScanFieldState = class(TCSVParserState)
public
procedure ProcessChar(Ch: AnsiChar; Pos: integer); override;
end;
{ A concrete state object - used while scanning double quoted fields }
TCSVParserScanQuotedState = class(TCSVParserState)
public
procedure ProcessChar(Ch: AnsiChar; Pos: integer); override;
end;
{ A concrete state object - used when found the ending double quote }
TCSVParserEndQuotedState = class(TCSVParserState)
public
procedure ProcessChar(Ch: AnsiChar; Pos: integer); override;
end;
{ A concrete state object - some error occured / invalid CSV structure }
TCSVParserGotErrorState = class(TCSVParserState)
public
procedure ProcessChar(Ch: AnsiChar; Pos: integer); override;
end;
{ The actual state machine - CSV parser }
TCSVParser = class(TObject)
private
FCurrentLine: string;
FState: TCSVParserState;
{ Cache state objects for greater performance. This comes in handy when
parsing a large CSV file. For smaller files you might want to create them
on the fly. }
FFieldStartState: TCSVParserFieldStartState;
FScanFieldState: TCSVParserScanFieldState;
FScanQuotedState: TCSVParserScanQuotedState;
FEndQuotedState: TCSVParserEndQuotedState;
FGotErrorState: TCSVParserGotErrorState;
{ Fields used during parsing }
FCurrField: string;
FFieldList: TStrings;
function GetState: TParserStateClass;
procedure SetState(const Value: TParserStateClass);
protected
procedure AddCharToCurrField(Ch: char);
procedure AddCurrFieldToList;
{ An example of Self Encapsulating Field refactoring }
property State: TParserStateClass read GetState write SetState;
public
constructor Create;
destructor Destroy; override;
{ prodecure to call, to start the parsing process }
procedure ExtractFields(const S: string; const pFieldList: TStrings);
property CurrentLine: string read FCurrentLine;
end;
// global singleton function
function gCSVParser: TCSVParser;
implementation
uses
SysUtils;
var
uCSVParser: TCSVParser;
// Lazy mans singleton
function gCSVParser: TCSVParser;
begin
if uCSVParser = nil then
uCSVParser := TCSVParser.Create;
Result := uCSVParser;
end;
{ TCSVParser }
constructor TCSVParser.Create;
begin
inherited Create;
FCurrentLine := '';
FFieldStartState := TCSVParserFieldStartState.Create(Self);
FScanFieldState := TCSVParserScanFieldState.Create(Self);
FScanQuotedState := TCSVParserScanQuotedState.Create(Self);
FEndQuotedState := TCSVParserEndQuotedState.Create(Self);
FGotErrorState := TCSVParserGotErrorState.Create(Self);
end;
destructor TCSVParser.Destroy;
begin
FFieldStartState.Free;
FScanFieldState.Free;
FScanQuotedState.Free;
FEndQuotedState.Free;
FGotErrorState.Free;
inherited;
end;
function TCSVParser.GetState: TParserStateClass;
begin
Result := TParserStateClass(FState.ClassType);
end;
procedure TCSVParser.SetState(const Value: TParserStateClass);
begin
if Value = TCSVParserFieldStartState then
FState := FFieldStartState
else if Value = TCSVParserScanFieldState then
FState := FScanFieldState
else if Value = TCSVParserScanQuotedState then
FState := FScanQuotedState
else if Value = TCSVParserEndQuotedState then
FState := FEndQuotedState
else if Value = TCSVParserGotErrorState then
FState := FGotErrorState;
end;
procedure TCSVParser.ExtractFields(const S: string; const pFieldList: TStrings);
var
i: integer;
Ch: AnsiChar;
begin
FCurrentLine := S;
FFieldList := pFieldList;
Assert(Assigned(FFieldList), 'FieldList not assigned');
{ Initialize by clearing the string list, and starting in FieldStart state }
FFieldList.Clear;
State := TCSVParserFieldStartState;
FCurrField := '';
{ Read through all the characters in the string }
for i := 1 to Length(s) do
begin
{ Get the next character }
Ch := s[i];
FState.ProcessChar(Ch, i);
end;
{ If we are in the ScanQuoted or GotError state at the end of the string,
there was a problem with a closing quote. You can add the second if test
for an extra failsafe! }
if (State = TCSVParserScanQuotedState) then
// or (State = TCSVParserGotErrorState) then
raise Exception.Create('Missing closing quote');
{ If the current field is not empty, add it to the list }
if (FCurrField <> '') then
AddCurrFieldToList;
end;
procedure TCSVParser.AddCharToCurrField(Ch: char);
begin
FCurrField := FCurrField + Ch;
end;
procedure TCSVParser.AddCurrFieldToList;
begin
FFieldList.Add(FCurrField);
// Clear the field in preparation for collecting the next one
FCurrField := '';
end;
{ TCSVParserState }
constructor TCSVParserState.Create(AParser: TCSVParser);
begin
inherited Create;
FParser := AParser;
end;
procedure TCSVParserState.ChangeState(NewState: TParserStateClass);
begin
FParser.State := NewState;
end;
procedure TCSVParserState.AddCharToCurrField(Ch: char);
begin
FParser.AddCharToCurrField(Ch);
end;
procedure TCSVParserState.AddCurrFieldToList;
begin
FParser.AddCurrFieldToList;
end;
{ TCSVParserFieldStartState }
procedure TCSVParserFieldStartState.ProcessChar(Ch: AnsiChar; Pos: integer);
begin
case Ch of
'"': ChangeState(TCSVParserScanQuotedState);
',': AddCurrFieldToList;
else
AddCharToCurrField(Ch);
ChangeState(TCSVParserScanFieldState);
end;
end;
{ TCSVParserScanFieldState }
procedure TCSVParserScanFieldState.ProcessChar(Ch: AnsiChar; Pos: integer);
begin
if (Ch = ',') then
begin
AddCurrFieldToList;
ChangeState(TCSVParserFieldStartState);
end
else
AddCharToCurrField(Ch);
end;
{ TCSVParserScanQuotedState }
procedure TCSVParserScanQuotedState.ProcessChar(Ch: AnsiChar; Pos: integer);
begin
if (Ch = '"') then
ChangeState(TCSVParserEndQuotedState)
else
AddCharToCurrField(Ch);
end;
{ TCSVParserEndQuotedState }
procedure TCSVParserEndQuotedState.ProcessChar(Ch: AnsiChar; Pos: integer);
begin
if (Ch = ',') then
begin
AddCurrFieldToList;
ChangeState(TCSVParserFieldStartState);
end
else
ChangeState(TCSVParserGotErrorState);
end;
{ TCSVParserGotErrorState }
procedure TCSVParserGotErrorState.ProcessChar(Ch: AnsiChar; Pos: integer);
begin
raise Exception.Create(Format('Error in line at position %d: ' + #10 +
'<%s>', [Pos, FParser.CurrentLine]));
end;
initialization
uCSVParser := nil;
finalization
if uCSVParser <> nil then
uCSVParser.Free;
end.
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