python - 適切な Ruby/Python パーサー ジェネレーターを見つけるのを手伝ってください

Question

私が最初に使用したパーサー ジェネレーターは Parse::RecDescent で、これに使用できるガイド/チュートリアルは素晴らしかったですが、最も便利な機能はデバッグ ツール、特にトレース機能 ( $RD_TRACE を 1 に設定することでアクティブ化されます) でした。 ）。ルールのデバッグに役立つパーサー ジェネレーターを探しています。

問題は、Python または Ruby で記述され、冗長モード/トレース モードまたは非常に役立つデバッグ テクニックを備えている必要があるということです。

そのようなパーサージェネレーターを知っている人はいますか?

EDIT：デバッグと言ったとき、PythonやRubyのデバッグについて言及していませんでした。私はパーサー ジェネレーターのデバッグについて言及していました。すべてのステップで何を行っているかを確認し、読み取っているすべての文字を確認し、一致させようとしているルールを確認しました。ポイントを理解していただければ幸いです。

報奨金の編集: 報奨金を獲得するには、パーサー ジェネレーター フレームワークを表示し、そのデバッグ機能の一部を説明してください。繰り返しますが、私は pdb には興味がありませんが、パーサーのデバッグ フレームワークには興味があります。また、梢について言及しないでください。私はそれに興味がありません。

Answer 1

Python は非常にデバッグしやすい言語です。import pdb pdb.settrace() を実行するだけです。

ただし、これらのパーサー ジェネレーターには優れたデバッグ機能が備わっていると思われます。

http://www.antlr.org/

http://www.dabeaz.com/ply/

http://pyparsing.wikispaces.com/

報奨金に応じて

これが PLY デバッグの動作です。

ソースコード

tokens = (
    'NAME','NUMBER',
    )

literals = ['=','+','-','*','/', '(',')']

# Tokens

t_NAME    = r'[a-zA-Z_][a-zA-Z0-9_]*'

def t_NUMBER(t):
    r'\d+'
    t.value = int(t.value)
    return t

t_ignore = " \t"

def t_newline(t):
    r'\n+'
    t.lexer.lineno += t.value.count("\n")

def t_error(t):
    print("Illegal character '%s'" % t.value[0])
    t.lexer.skip(1)

# Build the lexer
import ply.lex as lex
lex.lex(debug=1)

# Parsing rules

precedence = (
    ('left','+','-'),
    ('left','*','/'),
    ('right','UMINUS'),
    )

# dictionary of names
names = { }

def p_statement_assign(p):
    'statement : NAME "=" expression'
    names[p[1]] = p[3]

def p_statement_expr(p):
    'statement : expression'
    print(p[1])

def p_expression_binop(p):
    '''expression : expression '+' expression
                  | expression '-' expression
                  | expression '*' expression
                  | expression '/' expression'''
    if p[2] == '+'  : p[0] = p[1] + p[3]
    elif p[2] == '-': p[0] = p[1] - p[3]
    elif p[2] == '*': p[0] = p[1] * p[3]
    elif p[2] == '/': p[0] = p[1] / p[3]

def p_expression_uminus(p):
    "expression : '-' expression %prec UMINUS"
    p[0] = -p[2]

def p_expression_group(p):
    "expression : '(' expression ')'"
    p[0] = p[2]

def p_expression_number(p):
    "expression : NUMBER"
    p[0] = p[1]

def p_expression_name(p):
    "expression : NAME"
    try:
        p[0] = names[p[1]]
    except LookupError:
        print("Undefined name '%s'" % p[1])
        p[0] = 0

def p_error(p):
    if p:
        print("Syntax error at '%s'" % p.value)
    else:
        print("Syntax error at EOF")

import ply.yacc as yacc
yacc.yacc()

import logging
logging.basicConfig(
    level=logging.INFO,
    filename="parselog.txt"
)

while 1:
    try:
        s = raw_input('calc > ')
    except EOFError:
        break
    if not s: continue
    yacc.parse(s, debug=1)

出力

lex: tokens   = ('NAME', 'NUMBER')
lex: literals = ['=', '+', '-', '*', '/', '(', ')']
lex: states   = {'INITIAL': 'inclusive'}
lex: Adding rule t_NUMBER -> '\d+' (state 'INITIAL')
lex: Adding rule t_newline -> '\n+' (state 'INITIAL')
lex: Adding rule t_NAME -> '[a-zA-Z_][a-zA-Z0-9_]*' (state 'INITIAL')
lex: ==== MASTER REGEXS FOLLOW ====
lex: state 'INITIAL' : regex[0] = '(?P<t_NUMBER>\d+)|(?P<t_newline>\n+)|(?P<t_NAME>[a-zA-Z
_][a-zA-Z0-9_]*)'
calc > 2+3
PLY: PARSE DEBUG START

State  : 0
Stack  : . LexToken(NUMBER,2,1,0)
Action : Shift and goto state 3

State  : 3
Stack  : NUMBER . LexToken(+,'+',1,1)
Action : Reduce rule [expression -> NUMBER] with [2] and goto state 9
Result : <int @ 0x1a1896c> (2)

State  : 6
Stack  : expression . LexToken(+,'+',1,1)
Action : Shift and goto state 12

State  : 12
Stack  : expression + . LexToken(NUMBER,3,1,2)
Action : Shift and goto state 3

State  : 3
Stack  : expression + NUMBER . $end
Action : Reduce rule [expression -> NUMBER] with [3] and goto state 9
Result : <int @ 0x1a18960> (3)

State  : 18
Stack  : expression + expression . $end
Action : Reduce rule [expression -> expression + expression] with [2,'+',3] and goto state
 3
Result : <int @ 0x1a18948> (5)

State  : 6
Stack  : expression . $end
Action : Reduce rule [statement -> expression] with [5] and goto state 2
5
Result : <NoneType @ 0x1e1ccef4> (None)

State  : 4
Stack  : statement . $end
Done   : Returning <NoneType @ 0x1e1ccef4> (None)
PLY: PARSE DEBUG END
calc >

parser.out で生成された解析テーブル

Created by PLY version 3.2 (http://www.dabeaz.com/ply)

Grammar

Rule 0     S' -> statement
Rule 1     statement -> NAME = expression
Rule 2     statement -> expression
Rule 3     expression -> expression + expression
Rule 4     expression -> expression - expression
Rule 5     expression -> expression * expression
Rule 6     expression -> expression / expression
Rule 7     expression -> - expression
Rule 8     expression -> ( expression )
Rule 9     expression -> NUMBER
Rule 10    expression -> NAME

Terminals, with rules where they appear

(                    : 8
)                    : 8
*                    : 5
+                    : 3
-                    : 4 7
/                    : 6
=                    : 1
NAME                 : 1 10
NUMBER               : 9
error                : 

Nonterminals, with rules where they appear

expression           : 1 2 3 3 4 4 5 5 6 6 7 8
statement            : 0

Parsing method: LALR

state 0

    (0) S' -> . statement
    (1) statement -> . NAME = expression
    (2) statement -> . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    NAME            shift and go to state 1
    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3

    expression                     shift and go to state 6
    statement                      shift and go to state 4

state 1

    (1) statement -> NAME . = expression
    (10) expression -> NAME .

    =               shift and go to state 7
    +               reduce using rule 10 (expression -> NAME .)
    -               reduce using rule 10 (expression -> NAME .)
    *               reduce using rule 10 (expression -> NAME .)
    /               reduce using rule 10 (expression -> NAME .)
    $end            reduce using rule 10 (expression -> NAME .)


state 2

    (7) expression -> - . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 9

state 3

    (9) expression -> NUMBER .

    +               reduce using rule 9 (expression -> NUMBER .)
    -               reduce using rule 9 (expression -> NUMBER .)
    *               reduce using rule 9 (expression -> NUMBER .)
    /               reduce using rule 9 (expression -> NUMBER .)
    $end            reduce using rule 9 (expression -> NUMBER .)
    )               reduce using rule 9 (expression -> NUMBER .)


state 4

    (0) S' -> statement .



state 5

    (8) expression -> ( . expression )
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 10

state 6

    (2) statement -> expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    $end            reduce using rule 2 (statement -> expression .)
    +               shift and go to state 12
    -               shift and go to state 11
    *               shift and go to state 13
    /               shift and go to state 14


state 7

    (1) statement -> NAME = . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 15

state 8

    (10) expression -> NAME .

    +               reduce using rule 10 (expression -> NAME .)
    -               reduce using rule 10 (expression -> NAME .)
    *               reduce using rule 10 (expression -> NAME .)
    /               reduce using rule 10 (expression -> NAME .)
    $end            reduce using rule 10 (expression -> NAME .)
    )               reduce using rule 10 (expression -> NAME .)


state 9

    (7) expression -> - expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    +               reduce using rule 7 (expression -> - expression .)
    -               reduce using rule 7 (expression -> - expression .)
    *               reduce using rule 7 (expression -> - expression .)
    /               reduce using rule 7 (expression -> - expression .)
    $end            reduce using rule 7 (expression -> - expression .)
    )               reduce using rule 7 (expression -> - expression .)

  ! +               [ shift and go to state 12 ]
  ! -               [ shift and go to state 11 ]
  ! *               [ shift and go to state 13 ]
  ! /               [ shift and go to state 14 ]


state 10

    (8) expression -> ( expression . )
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    )               shift and go to state 16
    +               shift and go to state 12
    -               shift and go to state 11
    *               shift and go to state 13
    /               shift and go to state 14


state 11

    (4) expression -> expression - . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 17

state 12

    (3) expression -> expression + . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 18

state 13

    (5) expression -> expression * . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 19

state 14

    (6) expression -> expression / . expression
    (3) expression -> . expression + expression
    (4) expression -> . expression - expression
    (5) expression -> . expression * expression
    (6) expression -> . expression / expression
    (7) expression -> . - expression
    (8) expression -> . ( expression )
    (9) expression -> . NUMBER
    (10) expression -> . NAME

    -               shift and go to state 2
    (               shift and go to state 5
    NUMBER          shift and go to state 3
    NAME            shift and go to state 8

    expression                     shift and go to state 20

state 15

    (1) statement -> NAME = expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    $end            reduce using rule 1 (statement -> NAME = expression .)
    +               shift and go to state 12
    -               shift and go to state 11
    *               shift and go to state 13
    /               shift and go to state 14


state 16

    (8) expression -> ( expression ) .

    +               reduce using rule 8 (expression -> ( expression ) .)
    -               reduce using rule 8 (expression -> ( expression ) .)
    *               reduce using rule 8 (expression -> ( expression ) .)
    /               reduce using rule 8 (expression -> ( expression ) .)
    $end            reduce using rule 8 (expression -> ( expression ) .)
    )               reduce using rule 8 (expression -> ( expression ) .)


state 17

    (4) expression -> expression - expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    +               reduce using rule 4 (expression -> expression - expression .)
    -               reduce using rule 4 (expression -> expression - expression .)
    $end            reduce using rule 4 (expression -> expression - expression .)
    )               reduce using rule 4 (expression -> expression - expression .)
    *               shift and go to state 13
    /               shift and go to state 14

  ! *               [ reduce using rule 4 (expression -> expression - expression .) ]
  ! /               [ reduce using rule 4 (expression -> expression - expression .) ]
  ! +               [ shift and go to state 12 ]
  ! -               [ shift and go to state 11 ]


state 18

    (3) expression -> expression + expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    +               reduce using rule 3 (expression -> expression + expression .)
    -               reduce using rule 3 (expression -> expression + expression .)
    $end            reduce using rule 3 (expression -> expression + expression .)
    )               reduce using rule 3 (expression -> expression + expression .)
    *               shift and go to state 13
    /               shift and go to state 14

  ! *               [ reduce using rule 3 (expression -> expression + expression .) ]
  ! /               [ reduce using rule 3 (expression -> expression + expression .) ]
  ! +               [ shift and go to state 12 ]
  ! -               [ shift and go to state 11 ]


state 19

    (5) expression -> expression * expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    +               reduce using rule 5 (expression -> expression * expression .)
    -               reduce using rule 5 (expression -> expression * expression .)
    *               reduce using rule 5 (expression -> expression * expression .)
    /               reduce using rule 5 (expression -> expression * expression .)
    $end            reduce using rule 5 (expression -> expression * expression .)
    )               reduce using rule 5 (expression -> expression * expression .)

  ! +               [ shift and go to state 12 ]
  ! -               [ shift and go to state 11 ]
  ! *               [ shift and go to state 13 ]
  ! /               [ shift and go to state 14 ]


state 20

    (6) expression -> expression / expression .
    (3) expression -> expression . + expression
    (4) expression -> expression . - expression
    (5) expression -> expression . * expression
    (6) expression -> expression . / expression

    +               reduce using rule 6 (expression -> expression / expression .)
    -               reduce using rule 6 (expression -> expression / expression .)
    *               reduce using rule 6 (expression -> expression / expression .)
    /               reduce using rule 6 (expression -> expression / expression .)
    $end            reduce using rule 6 (expression -> expression / expression .)
    )               reduce using rule 6 (expression -> expression / expression .)

  ! +               [ shift and go to state 12 ]
  ! -               [ shift and go to state 11 ]
  ! *               [ shift and go to state 13 ]
  ! /               [ shift and go to state 14 ]

Answer 2

デバッグ機能については何も知りませんが、PyParsing については良いことを聞いています。

http://pyparsing.wikispaces.com/

Answer 3

報奨金がすでに請求されていることは知っていますが、これは pyparsing で記述された同等のパーサーです (さらに、0 個以上のコンマ区切りの引数を使用した関数呼び出しのサポート):

from pyparsing import *

LPAR, RPAR = map(Suppress,"()")
EQ = Literal("=")
name = Word(alphas, alphanums+"_").setName("name")
number = Word(nums).setName("number")

expr = Forward()
operand = Optional('-') + (Group(name + LPAR + 
                                  Group(Optional(delimitedList(expr))) +
                                  RPAR) |
                           name | 
                           number | 
                           Group(LPAR + expr + RPAR))
binop = oneOf("+ - * / **")
expr << (Group(operand + OneOrMore(binop + operand)) | operand)

assignment = name + EQ + expr
statement = assignment | expr

このテスト コードは、基本的なペースでパーサーを実行します。

tests = """\
    sin(pi/2)
    y = mx+b
    E = mc ** 2
    F = m*a
    x = x0 + v*t +a*t*t/2
    1 - sqrt(sin(t)**2 + cos(t)**2)""".splitlines()

for t in tests:
    print t.strip()
    print statement.parseString(t).asList()
    print

次の出力が得られます。

sin(pi/2)
[['sin', [['pi', '/', '2']]]]

y = mx+b
['y', '=', ['mx', '+', 'b']]

E = mc ** 2
['E', '=', ['mc', '**', '2']]

F = m*a
['F', '=', ['m', '*', 'a']]

x = x0 + v*t +a*t*t/2
['x', '=', ['x0', '+', 'v', '*', 't', '+', 'a', '*', 't', '*', 't', '/', '2']]

1 - sqrt(sin(t)**2 + cos(t)**2)
[['1', '-', ['sqrt', [[['sin', ['t']], '**', '2', '+', ['cos', ['t']], '**', '2']]]]]

デバッグのために、次のコードを追加します。

# enable debugging for name and number expressions
name.setDebug()
number.setDebug()

次に、最初のテストを再解析します (入力文字列と単純な列ルーラーを表示します)。

t = tests[0]
print ("1234567890"*10)[:len(t)]
print t
statement.parseString(t)
print

この出力を与える：

1234567890123
    sin(pi/2)
Match name at loc 4(1,5)
Matched name -> ['sin']
Match name at loc 4(1,5)
Matched name -> ['sin']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match number at loc 11(1,12)
Matched number -> ['2']
Match name at loc 4(1,5)
Matched name -> ['sin']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match number at loc 11(1,12)
Matched number -> ['2']

Pyparsing は、一種の解析時のメモ化である packrat 解析もサポートしています (packrat の詳細については、こちらを参照してください)。これは同じ解析シーケンスですが、packrat が有効になっています。

same parse, but with packrat parsing enabled
1234567890123
    sin(pi/2)
Match name at loc 4(1,5)
Matched name -> ['sin']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 8(1,9)
Matched name -> ['pi']
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match name at loc 11(1,12)
Exception raised:Expected name (at char 11), (line:1, col:12)
Match number at loc 11(1,12)
Matched number -> ['2']

これは興味深い演習であり、他のパーサー ライブラリのデバッグ機能を確認するのに役立ちました。

Answer 4

上記の ANTLR には、(非常に洗練された強力な) トップダウン パーサーであるため、人間が判読可能で理解しやすいコードを生成するという利点があります。そのため、通常のデバッガーを使用してステップ実行し、実際に何をしているかを確認できます。

それが私の選択したパーサージェネレーターである理由です。

PLY のようなボトムアップ パーサー ジェネレーターには、より大きな文法の場合、デバッグ出力が実際に何を意味し、なぜ解析テーブルがそのようなものであるかを理解することがほとんど不可能であるという欠点があります。

Answer 5

Python wikiには、Pythonで記述された言語パーサーのリストがあります。