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1"""Input transformer machinery to support IPython special syntax. 

2 

3This includes the machinery to recognise and transform ``%magic`` commands, 

4``!system`` commands, ``help?`` querying, prompt stripping, and so forth. 

5 

6Added: IPython 7.0. Replaces inputsplitter and inputtransformer which were 

7deprecated in 7.0 and removed in 9.0 

8""" 

9 

10# Copyright (c) IPython Development Team. 

11# Distributed under the terms of the Modified BSD License. 

12 

13import ast 

14from codeop import CommandCompiler, Compile 

15import re 

16import sys 

17import tokenize 

18from typing import Any 

19import warnings 

20from textwrap import dedent 

21 

22from IPython.utils import tokenutil 

23 

24_indent_re = re.compile(r"^[ \t]+") 

25 

26 

27def leading_empty_lines(lines): 

28 """Remove leading empty lines 

29 

30 If the leading lines are empty or contain only whitespace, they will be 

31 removed. 

32 """ 

33 if not lines: 

34 return lines 

35 for i, line in enumerate(lines): 

36 if line and not line.isspace(): 

37 return lines[i:] 

38 return lines 

39 

40 

41def leading_indent(lines): 

42 """Remove leading indentation. 

43 

44 Removes the minimum common leading indentation from all lines. 

45 """ 

46 if not lines: 

47 return lines 

48 return dedent("".join(lines)).splitlines(keepends=True) 

49 

50 

51class PromptStripper: 

52 """Remove matching input prompts from a block of input. 

53 

54 Parameters 

55 ---------- 

56 prompt_re : regular expression 

57 A regular expression matching any input prompt (including continuation, 

58 e.g. ``...``) 

59 initial_re : regular expression, optional 

60 A regular expression matching only the initial prompt, but not continuation. 

61 If no initial expression is given, prompt_re will be used everywhere. 

62 Used mainly for plain Python prompts (``>>>``), where the continuation prompt 

63 ``...`` is a valid Python expression in Python 3, so shouldn't be stripped. 

64 

65 Notes 

66 ----- 

67 

68 If initial_re and prompt_re differ, 

69 only initial_re will be tested against the first line. 

70 If any prompt is found on the first two lines, 

71 prompts will be stripped from the rest of the block. 

72 """ 

73 

74 def __init__(self, prompt_re, initial_re=None, *, doctest=False): 

75 self.prompt_re = prompt_re 

76 self.initial_re = initial_re or prompt_re 

77 self.doctest = doctest 

78 if doctest: 

79 # Doctest/xdoctest prompts may be indented (e.g. " >>>"). 

80 # We only treat "..." as a continuation prompt when the same pasted 

81 # block contains at least one ">>>" line, to avoid ambiguity with the 

82 # Python Ellipsis literal. 

83 self._doctest_initial_re = re.compile(r"^\s*>>>") 

84 self._doctest_ps1_re = re.compile(r"^\s*>>>[ \t]?") 

85 self._doctest_ps2_re = re.compile(r"^\s*\.\.\.[ \t]?") 

86 

87 # Very small state machine to detect triple-quoted strings in the 

88 # *same* input block (e.g. user typed """ then pasted doctest). 

89 # We preserve literal >>> / ... inside triple-quoted strings. 

90 self._triple_quote_re = re.compile(r"(?<!\\)(\"\"\"|''')") 

91 

92 def _triple_quote_mask(self, lines: list[str]) -> list[bool]: 

93 """ 

94 Return a boolean mask: True if the corresponding line is considered 

95 inside a triple-quoted string literal. 

96 

97 This is intentionally heuristic (fast + good enough for paste handling). 

98 """ 

99 mask: list[bool] = [] 

100 in_triple: str | None = None # either ''' or """ 

101 preserve_prompt = False 

102 seen_prompt = False 

103 string_prefix_re = re.compile(r"(?i)^[rubf]*$") 

104 

105 for line in lines: 

106 mask.append(in_triple is not None and preserve_prompt) 

107 # Toggle state for each occurrence of """ or ''' in the line. 

108 for m in self._triple_quote_re.finditer(line): 

109 q = m.group(1) 

110 if in_triple is None: 

111 in_triple = q 

112 before_quote = line[: m.start()] 

113 stripped = self._doctest_ps1_re.sub("", before_quote, count=1) 

114 stripped = self._doctest_ps2_re.sub("", stripped, count=1) 

115 had_prompt = stripped != before_quote 

116 prompted_code = had_prompt and seen_prompt 

117 preserve_prompt = bool( 

118 not prompted_code and string_prefix_re.match(stripped.strip()) 

119 ) 

120 mask[-1] = preserve_prompt 

121 elif in_triple == q: 

122 in_triple = None 

123 preserve_prompt = False 

124 # else: ignore mismatched triple quote while inside 

125 seen_prompt = seen_prompt or bool(self._doctest_initial_re.match(line)) 

126 return mask 

127 

128 def _strip(self, lines): 

129 return [self.prompt_re.sub("", l, count=1) for l in lines] 

130 

131 def __call__(self, lines): 

132 if not lines: 

133 return lines 

134 

135 if self.doctest: 

136 triple_mask = self._triple_quote_mask(lines) 

137 

138 # Detect doctest prompts only outside triple-quoted strings. 

139 has_doctest_outside = any( 

140 (not in_triple) and self._doctest_initial_re.match(l) 

141 for l, in_triple in zip(lines, triple_mask) 

142 ) 

143 if not has_doctest_outside: 

144 return lines 

145 

146 out_lines: list[str] = [] 

147 stripped_mask: list[bool] = [] 

148 

149 for l, in_triple in zip(lines, triple_mask): 

150 if in_triple: 

151 out_lines.append(l) 

152 stripped_mask.append(False) 

153 continue 

154 

155 if self._doctest_ps1_re.match(l): 

156 new_l = self._doctest_ps1_re.sub("", l, count=1) 

157 elif self._doctest_ps2_re.match(l): 

158 new_l = self._doctest_ps2_re.sub("", l, count=1) 

159 else: 

160 new_l = l 

161 out_lines.append(new_l) 

162 stripped_mask.append(new_l != l) 

163 

164 # Dedent only the non-triple-quoted segments where stripping occurred. 

165 dedented: list[str] = [] 

166 i = 0 

167 while i < len(out_lines): 

168 j = i 

169 in_triple = triple_mask[i] 

170 while j < len(out_lines) and triple_mask[j] == in_triple: 

171 j += 1 

172 

173 segment = out_lines[i:j] 

174 seg_stripped = any(stripped_mask[i:j]) 

175 

176 if (not in_triple) and seg_stripped: 

177 dedented.extend(dedent("".join(segment)).splitlines(keepends=True)) 

178 else: 

179 dedented.extend(segment) 

180 

181 i = j 

182 

183 return dedented 

184 

185 if self.initial_re.match(lines[0]) or ( 

186 len(lines) > 1 and self.prompt_re.match(lines[1]) 

187 ): 

188 return self._strip(lines) 

189 return lines 

190 

191 

192classic_prompt = PromptStripper( 

193 prompt_re=re.compile(r"^(>>>|\.\.\.)( |$)"), 

194 initial_re=re.compile(r"^>>>( |$)"), 

195 doctest=True, 

196) 

197 

198ipython_prompt = PromptStripper( 

199 re.compile( 

200 r""" 

201 ^( # Match from the beginning of a line, either: 

202 

203 # 1. First-line prompt: 

204 ((\[nav\]|\[ins\])?\ )? # Vi editing mode prompt, if it's there 

205 In\ # The 'In' of the prompt, with a space 

206 \[\d+\]: # Command index, as displayed in the prompt 

207 \ # With a mandatory trailing space 

208 

209 | # ... or ... 

210 

211 # 2. The three dots of the multiline prompt 

212 \s* # All leading whitespace characters 

213 \.{3,}: # The three (or more) dots 

214 \ ? # With an optional trailing space 

215 

216 ) 

217 """, 

218 re.VERBOSE, 

219 ) 

220) 

221 

222 

223def cell_magic(lines): 

224 if not lines or not lines[0].startswith("%%"): 

225 return lines 

226 if re.match(r"%%\w+\?", lines[0]): 

227 # This case will be handled by help_end 

228 return lines 

229 magic_name, _, first_line = lines[0][2:].rstrip().partition(" ") 

230 body = "".join(lines[1:]) 

231 return [ 

232 "get_ipython().run_cell_magic(%r, %r, %r)\n" % (magic_name, first_line, body) 

233 ] 

234 

235 

236def _find_assign_op(token_line) -> int | None: 

237 """Get the index of the first assignment in the line ('=' not inside brackets) 

238 

239 Note: We don't try to support multiple special assignment (a = b = %foo) 

240 """ 

241 paren_level = 0 

242 for i, ti in enumerate(token_line): 

243 s = ti.string 

244 if s == "=" and paren_level == 0: 

245 return i 

246 if s in {"(", "[", "{"}: 

247 paren_level += 1 

248 elif s in {")", "]", "}"}: 

249 if paren_level > 0: 

250 paren_level -= 1 

251 return None 

252 

253 

254def find_end_of_continued_line(lines, start_line: int): 

255 """Find the last line of a line explicitly extended using backslashes. 

256 

257 Uses 0-indexed line numbers. 

258 """ 

259 end_line = start_line 

260 while lines[end_line].endswith("\\\n"): 

261 end_line += 1 

262 if end_line >= len(lines): 

263 break 

264 return end_line 

265 

266 

267def assemble_continued_line(lines, start: tuple[int, int], end_line: int): 

268 r"""Assemble a single line from multiple continued line pieces 

269 

270 Continued lines are lines ending in ``\``, and the line following the last 

271 ``\`` in the block. 

272 

273 For example, this code continues over multiple lines:: 

274 

275 if (assign_ix is not None) \ 

276 and (len(line) >= assign_ix + 2) \ 

277 and (line[assign_ix+1].string == '%') \ 

278 and (line[assign_ix+2].type == tokenize.NAME): 

279 

280 This statement contains four continued line pieces. 

281 Assembling these pieces into a single line would give:: 

282 

283 if (assign_ix is not None) and (len(line) >= assign_ix + 2) and (line[... 

284 

285 This uses 0-indexed line numbers. *start* is (lineno, colno). 

286 

287 Used to allow ``%magic`` and ``!system`` commands to be continued over 

288 multiple lines. 

289 """ 

290 parts = [lines[start[0]][start[1] :]] + lines[start[0] + 1 : end_line + 1] 

291 return " ".join( 

292 [p.rstrip()[:-1] for p in parts[:-1]] # Strip backslash+newline 

293 + [parts[-1].rstrip()] 

294 ) # Strip newline from last line 

295 

296 

297class TokenTransformBase: 

298 """Base class for transformations which examine tokens. 

299 

300 Special syntax should not be transformed when it occurs inside strings or 

301 comments. This is hard to reliably avoid with regexes. The solution is to 

302 tokenise the code as Python, and recognise the special syntax in the tokens. 

303 

304 IPython's special syntax is not valid Python syntax, so tokenising may go 

305 wrong after the special syntax starts. These classes therefore find and 

306 transform *one* instance of special syntax at a time into regular Python 

307 syntax. After each transformation, tokens are regenerated to find the next 

308 piece of special syntax. 

309 

310 Subclasses need to implement one class method (find) 

311 and one regular method (transform). 

312 

313 The priority attribute can select which transformation to apply if multiple 

314 transformers match in the same place. Lower numbers have higher priority. 

315 This allows "%magic?" to be turned into a help call rather than a magic call. 

316 """ 

317 

318 # Lower numbers -> higher priority (for matches in the same location) 

319 priority = 10 

320 

321 def sortby(self): 

322 return self.start_line, self.start_col, self.priority 

323 

324 def __init__(self, start): 

325 self.start_line = start[0] - 1 # Shift from 1-index to 0-index 

326 self.start_col = start[1] 

327 

328 @classmethod 

329 def find(cls, tokens_by_line): 

330 """Find one instance of special syntax in the provided tokens. 

331 

332 Tokens are grouped into logical lines for convenience, 

333 so it is easy to e.g. look at the first token of each line. 

334 *tokens_by_line* is a list of lists of tokenize.TokenInfo objects. 

335 

336 This should return an instance of its class, pointing to the start 

337 position it has found, or None if it found no match. 

338 """ 

339 raise NotImplementedError 

340 

341 def transform(self, lines: list[str]): 

342 """Transform one instance of special syntax found by ``find()`` 

343 

344 Takes a list of strings representing physical lines, 

345 returns a similar list of transformed lines. 

346 """ 

347 raise NotImplementedError 

348 

349 

350class MagicAssign(TokenTransformBase): 

351 """Transformer for assignments from magics (a = %foo)""" 

352 

353 @classmethod 

354 def find(cls, tokens_by_line): 

355 """Find the first magic assignment (a = %foo) in the cell.""" 

356 for line in tokens_by_line: 

357 assign_ix = _find_assign_op(line) 

358 if ( 

359 (assign_ix is not None) 

360 and (len(line) >= assign_ix + 2) 

361 and (line[assign_ix + 1].string == "%") 

362 and (line[assign_ix + 2].type == tokenize.NAME) 

363 ): 

364 return cls(line[assign_ix + 1].start) 

365 

366 def transform(self, lines: list[str]): 

367 """Transform a magic assignment found by the ``find()`` classmethod.""" 

368 start_line, start_col = self.start_line, self.start_col 

369 lhs = lines[start_line][:start_col] 

370 end_line = find_end_of_continued_line(lines, start_line) 

371 rhs = assemble_continued_line(lines, (start_line, start_col), end_line) 

372 assert rhs.startswith("%"), rhs 

373 magic_name, _, args = rhs[1:].partition(" ") 

374 

375 lines_before = lines[:start_line] 

376 call = f"get_ipython().run_line_magic({magic_name!r}, {args!r})" 

377 new_line = lhs + call + "\n" 

378 lines_after = lines[end_line + 1 :] 

379 

380 return lines_before + [new_line] + lines_after 

381 

382 

383class SystemAssign(TokenTransformBase): 

384 """Transformer for assignments from system commands (a = !foo)""" 

385 

386 @classmethod 

387 def find_pre_312(cls, tokens_by_line): 

388 for line in tokens_by_line: 

389 assign_ix = _find_assign_op(line) 

390 if ( 

391 (assign_ix is not None) 

392 and not line[assign_ix].line.strip().startswith("=") 

393 and (len(line) >= assign_ix + 2) 

394 and (line[assign_ix + 1].type == tokenize.ERRORTOKEN) 

395 ): 

396 ix = assign_ix + 1 

397 

398 while ix < len(line) and line[ix].type == tokenize.ERRORTOKEN: 

399 if line[ix].string == "!": 

400 return cls(line[ix].start) 

401 elif not line[ix].string.isspace(): 

402 break 

403 ix += 1 

404 

405 @classmethod 

406 def find_post_312(cls, tokens_by_line): 

407 for line in tokens_by_line: 

408 assign_ix = _find_assign_op(line) 

409 if ( 

410 (assign_ix is not None) 

411 and not line[assign_ix].line.strip().startswith("=") 

412 and (len(line) >= assign_ix + 2) 

413 and (line[assign_ix + 1].type == tokenize.OP) 

414 and (line[assign_ix + 1].string == "!") 

415 ): 

416 return cls(line[assign_ix + 1].start) 

417 

418 @classmethod 

419 def find(cls, tokens_by_line): 

420 """Find the first system assignment (a = !foo) in the cell.""" 

421 if sys.version_info < (3, 12): 

422 return cls.find_pre_312(tokens_by_line) 

423 return cls.find_post_312(tokens_by_line) 

424 

425 def transform(self, lines: list[str]): 

426 """Transform a system assignment found by the ``find()`` classmethod.""" 

427 start_line, start_col = self.start_line, self.start_col 

428 

429 lhs = lines[start_line][:start_col] 

430 end_line = find_end_of_continued_line(lines, start_line) 

431 rhs = assemble_continued_line(lines, (start_line, start_col), end_line) 

432 assert rhs.startswith("!"), rhs 

433 cmd = rhs[1:] 

434 

435 lines_before = lines[:start_line] 

436 call = f"get_ipython().getoutput({cmd!r})" 

437 new_line = lhs + call + "\n" 

438 lines_after = lines[end_line + 1 :] 

439 

440 return lines_before + [new_line] + lines_after 

441 

442 

443# The escape sequences that define the syntax transformations IPython will 

444# apply to user input. These can NOT be just changed here: many regular 

445# expressions and other parts of the code may use their hardcoded values, and 

446# for all intents and purposes they constitute the 'IPython syntax', so they 

447# should be considered fixed. 

448 

449ESC_SHELL = "!" # Send line to underlying system shell 

450ESC_SH_CAP = "!!" # Send line to system shell and capture output 

451ESC_HELP = "?" # Find information about object 

452ESC_HELP2 = "??" # Find extra-detailed information about object 

453ESC_MAGIC = "%" # Call magic function 

454ESC_MAGIC2 = "%%" # Call cell-magic function 

455ESC_QUOTE = "," # Split args on whitespace, quote each as string and call 

456ESC_QUOTE2 = ";" # Quote all args as a single string, call 

457ESC_PAREN = "/" # Call first argument with rest of line as arguments 

458 

459ESCAPE_SINGLES = {"!", "?", "%", ",", ";", "/"} 

460ESCAPE_DOUBLES = {"!!", "??"} # %% (cell magic) is handled separately 

461 

462 

463def _make_help_call(target, esc): 

464 """Prepares a pinfo(2)/psearch call from a target name and the escape 

465 (i.e. ? or ??)""" 

466 method = "pinfo2" if esc == "??" else "psearch" if "*" in target else "pinfo" 

467 arg = " ".join([method, target]) 

468 # Prepare arguments for get_ipython().run_line_magic(magic_name, magic_args) 

469 t_magic_name, _, t_magic_arg_s = arg.partition(" ") 

470 t_magic_name = t_magic_name.lstrip(ESC_MAGIC) 

471 return "get_ipython().run_line_magic({!r}, {!r})".format( 

472 t_magic_name, t_magic_arg_s 

473 ) 

474 

475 

476def _tr_help(content): 

477 """Translate lines escaped with: ? 

478 

479 A naked help line should fire the intro help screen (shell.show_usage()) 

480 """ 

481 if not content: 

482 return "get_ipython().show_usage()" 

483 

484 return _make_help_call(content, "?") 

485 

486 

487def _tr_help2(content): 

488 """Translate lines escaped with: ?? 

489 

490 A naked help line should fire the intro help screen (shell.show_usage()) 

491 """ 

492 if not content: 

493 return "get_ipython().show_usage()" 

494 

495 return _make_help_call(content, "??") 

496 

497 

498def _tr_magic(content): 

499 "Translate lines escaped with a percent sign: %" 

500 name, _, args = content.partition(" ") 

501 return "get_ipython().run_line_magic({!r}, {!r})".format(name, args) 

502 

503 

504def _tr_quote(content): 

505 "Translate lines escaped with a comma: ," 

506 name, _, args = content.partition(" ") 

507 return '{}("{}")'.format(name, '", "'.join(args.split())) 

508 

509 

510def _tr_quote2(content): 

511 "Translate lines escaped with a semicolon: ;" 

512 name, _, args = content.partition(" ") 

513 return '{}("{}")'.format(name, args) 

514 

515 

516def _tr_paren(content): 

517 "Translate lines escaped with a slash: /" 

518 name, _, args = content.partition(" ") 

519 if name == "": 

520 raise SyntaxError(f'"{ESC_SHELL}" must be followed by a callable name') 

521 

522 return "{}({})".format(name, ", ".join(args.split())) 

523 

524 

525tr = { 

526 ESC_SHELL: "get_ipython().system({!r})".format, 

527 ESC_SH_CAP: "get_ipython().getoutput({!r})".format, 

528 ESC_HELP: _tr_help, 

529 ESC_HELP2: _tr_help2, 

530 ESC_MAGIC: _tr_magic, 

531 ESC_QUOTE: _tr_quote, 

532 ESC_QUOTE2: _tr_quote2, 

533 ESC_PAREN: _tr_paren, 

534} 

535 

536 

537class EscapedCommand(TokenTransformBase): 

538 """Transformer for escaped commands like %foo, !foo, or /foo""" 

539 

540 @classmethod 

541 def find(cls, tokens_by_line): 

542 """Find the first escaped command (%foo, !foo, etc.) in the cell.""" 

543 for line in tokens_by_line: 

544 if not line: 

545 continue 

546 ix = 0 

547 ll = len(line) 

548 while ll > ix and line[ix].type in {tokenize.INDENT, tokenize.DEDENT}: 

549 ix += 1 

550 if ix >= ll: 

551 continue 

552 if line[ix].string in ESCAPE_SINGLES: 

553 return cls(line[ix].start) 

554 

555 def transform(self, lines): 

556 """Transform an escaped line found by the ``find()`` classmethod.""" 

557 start_line, start_col = self.start_line, self.start_col 

558 

559 indent = lines[start_line][:start_col] 

560 end_line = find_end_of_continued_line(lines, start_line) 

561 line = assemble_continued_line(lines, (start_line, start_col), end_line) 

562 

563 if len(line) > 1 and line[:2] in ESCAPE_DOUBLES: 

564 escape, content = line[:2], line[2:] 

565 else: 

566 escape, content = line[:1], line[1:] 

567 

568 if escape in tr: 

569 call = tr[escape](content) 

570 else: 

571 call = "" 

572 

573 lines_before = lines[:start_line] 

574 new_line = indent + call + "\n" 

575 lines_after = lines[end_line + 1 :] 

576 

577 return lines_before + [new_line] + lines_after 

578 

579 

580_help_end_re = re.compile( 

581 r"""(%{0,2} 

582 (?!\d)[\w*]+ # Variable name 

583 (\.(?!\d)[\w*]+|\[-?[0-9]+\])* # .etc.etc or [0], we only support literal integers. 

584 ) 

585 (\?\??)$ # ? or ?? 

586 """, 

587 re.VERBOSE, 

588) 

589 

590 

591class HelpEnd(TokenTransformBase): 

592 """Transformer for help syntax: obj? and obj??""" 

593 

594 # This needs to be higher priority (lower number) than EscapedCommand so 

595 # that inspecting magics (%foo?) works. 

596 priority = 5 

597 

598 def __init__(self, start, q_locn): 

599 super().__init__(start) 

600 self.q_line = q_locn[0] - 1 # Shift from 1-indexed to 0-indexed 

601 self.q_col = q_locn[1] 

602 

603 @classmethod 

604 def find(cls, tokens_by_line): 

605 """Find the first help command (foo?) in the cell.""" 

606 for line in tokens_by_line: 

607 # Last token is NEWLINE; look at last but one 

608 if len(line) > 2 and line[-2].string == "?": 

609 # Find the first token that's not INDENT/DEDENT 

610 ix = 0 

611 while line[ix].type in {tokenize.INDENT, tokenize.DEDENT}: 

612 ix += 1 

613 return cls(line[ix].start, line[-2].start) 

614 

615 def transform(self, lines): 

616 """Transform a help command found by the ``find()`` classmethod.""" 

617 

618 piece = "".join(lines[self.start_line : self.q_line + 1]) 

619 indent, content = piece[: self.start_col], piece[self.start_col :] 

620 lines_before = lines[: self.start_line] 

621 lines_after = lines[self.q_line + 1 :] 

622 

623 m = _help_end_re.search(content) 

624 if not m: 

625 raise SyntaxError(content) 

626 assert m is not None, content 

627 target = m.group(1) 

628 esc = m.group(3) 

629 

630 call = _make_help_call(target, esc) 

631 new_line = indent + call + "\n" 

632 

633 return lines_before + [new_line] + lines_after 

634 

635 

636def make_tokens_by_line(lines: list[str]): 

637 """Tokenize a series of lines and group tokens by line. 

638 

639 The tokens for a multiline Python string or expression are grouped as one 

640 line. All lines except the last lines should keep their line ending ('\\n', 

641 '\\r\\n') for this to properly work. Use `.splitlines(keeplineending=True)` 

642 for example when passing block of text to this function. 

643 

644 """ 

645 # NL tokens are used inside multiline expressions, but also after blank 

646 # lines or comments. This is intentional - see https://bugs.python.org/issue17061 

647 # We want to group the former case together but split the latter, so we 

648 # track parentheses level, similar to the internals of tokenize. 

649 

650 # reexported from token on 3.7+ 

651 NEWLINE, NL = tokenize.NEWLINE, tokenize.NL # type: ignore 

652 tokens_by_line: list[list[Any]] = [[]] 

653 if len(lines) > 1 and not lines[0].endswith(("\n", "\r", "\r\n", "\x0b", "\x0c")): 

654 warnings.warn( 

655 "`make_tokens_by_line` received a list of lines which do not have lineending markers ('\\n', '\\r', '\\r\\n', '\\x0b', '\\x0c'), behavior will be unspecified", 

656 stacklevel=2, 

657 ) 

658 parenlev = 0 

659 try: 

660 for token in tokenutil.generate_tokens_catch_errors( 

661 iter(lines).__next__, extra_errors_to_catch=["expected EOF"] 

662 ): 

663 tokens_by_line[-1].append(token) 

664 if (token.type == NEWLINE) or ((token.type == NL) and (parenlev <= 0)): 

665 tokens_by_line.append([]) 

666 elif token.string in {"(", "[", "{"}: 

667 parenlev += 1 

668 elif token.string in {")", "]", "}"}: 

669 if parenlev > 0: 

670 parenlev -= 1 

671 except tokenize.TokenError: 

672 # Input ended in a multiline string or expression. That's OK for us. 

673 pass 

674 

675 if not tokens_by_line[-1]: 

676 tokens_by_line.pop() 

677 

678 return tokens_by_line 

679 

680 

681def has_sunken_brackets(tokens: list[tokenize.TokenInfo]): 

682 """Check if the depth of brackets in the list of tokens drops below 0""" 

683 parenlev = 0 

684 for token in tokens: 

685 if token.string in {"(", "[", "{"}: 

686 parenlev += 1 

687 elif token.string in {")", "]", "}"}: 

688 parenlev -= 1 

689 if parenlev < 0: 

690 return True 

691 return False 

692 

693 

694# Arbitrary limit to prevent getting stuck in infinite loops 

695TRANSFORM_LOOP_LIMIT = 500 

696 

697 

698class TransformerManager: 

699 """Applies various transformations to a cell or code block. 

700 

701 The key methods for external use are ``transform_cell()`` 

702 and ``check_complete()``. 

703 """ 

704 

705 def __init__(self): 

706 self.cleanup_transforms = [ 

707 leading_empty_lines, 

708 leading_indent, 

709 classic_prompt, 

710 ipython_prompt, 

711 ] 

712 self.line_transforms = [ 

713 cell_magic, 

714 ] 

715 self.token_transformers = [ 

716 MagicAssign, 

717 SystemAssign, 

718 EscapedCommand, 

719 HelpEnd, 

720 ] 

721 

722 def do_one_token_transform(self, lines): 

723 """Find and run the transform earliest in the code. 

724 

725 Returns (changed, lines). 

726 

727 This method is called repeatedly until changed is False, indicating 

728 that all available transformations are complete. 

729 

730 The tokens following IPython special syntax might not be valid, so 

731 the transformed code is retokenised every time to identify the next 

732 piece of special syntax. Hopefully long code cells are mostly valid 

733 Python, not using lots of IPython special syntax, so this shouldn't be 

734 a performance issue. 

735 """ 

736 tokens_by_line = make_tokens_by_line(lines) 

737 candidates = [] 

738 for transformer_cls in self.token_transformers: 

739 transformer = transformer_cls.find(tokens_by_line) 

740 if transformer: 

741 candidates.append(transformer) 

742 

743 if not candidates: 

744 # Nothing to transform 

745 return False, lines 

746 ordered_transformers = sorted(candidates, key=TokenTransformBase.sortby) 

747 for transformer in ordered_transformers: 

748 try: 

749 return True, transformer.transform(lines) 

750 except SyntaxError: 

751 pass 

752 return False, lines 

753 

754 def do_token_transforms(self, lines): 

755 for _ in range(TRANSFORM_LOOP_LIMIT): 

756 changed, lines = self.do_one_token_transform(lines) 

757 if not changed: 

758 return lines 

759 

760 raise RuntimeError( 

761 "Input transformation still changing after " 

762 "%d iterations. Aborting." % TRANSFORM_LOOP_LIMIT 

763 ) 

764 

765 def transform_cell(self, cell: str) -> str: 

766 """Transforms a cell of input code""" 

767 if not cell.endswith("\n"): 

768 cell += "\n" # Ensure the cell has a trailing newline 

769 lines = cell.splitlines(keepends=True) 

770 for transform in self.cleanup_transforms + self.line_transforms: 

771 lines = transform(lines) 

772 

773 lines = self.do_token_transforms(lines) 

774 return "".join(lines) 

775 

776 def check_complete(self, cell: str): 

777 """Return whether a block of code is ready to execute, or should be continued 

778 

779 Parameters 

780 ---------- 

781 cell : string 

782 Python input code, which can be multiline. 

783 

784 Returns 

785 ------- 

786 status : str 

787 One of 'complete', 'incomplete', or 'invalid' if source is not a 

788 prefix of valid code. 

789 indent_spaces : int or None 

790 The number of spaces by which to indent the next line of code. If 

791 status is not 'incomplete', this is None. 

792 """ 

793 # Remember if the lines ends in a new line. 

794 ends_with_newline = False 

795 for character in reversed(cell): 

796 if character == "\n": 

797 ends_with_newline = True 

798 break 

799 elif character.strip(): 

800 break 

801 else: 

802 continue 

803 

804 if not ends_with_newline: 

805 # Append an newline for consistent tokenization 

806 # See https://bugs.python.org/issue33899 

807 cell += "\n" 

808 

809 lines = cell.splitlines(keepends=True) 

810 

811 if not lines: 

812 return "complete", None 

813 

814 for line in reversed(lines): 

815 if not line.strip(): 

816 continue 

817 elif line.strip("\n").endswith("\\"): 

818 return "incomplete", find_last_indent(lines) 

819 else: 

820 break 

821 

822 try: 

823 for transform in self.cleanup_transforms: 

824 if not getattr(transform, "has_side_effects", False): 

825 lines = transform(lines) 

826 except SyntaxError: 

827 return "invalid", None 

828 

829 if lines[0].startswith("%%"): 

830 # Special case for cell magics - completion marked by blank line 

831 if lines[-1].strip(): 

832 return "incomplete", find_last_indent(lines) 

833 else: 

834 return "complete", None 

835 

836 try: 

837 for transform in self.line_transforms: 

838 if not getattr(transform, "has_side_effects", False): 

839 lines = transform(lines) 

840 lines = self.do_token_transforms(lines) 

841 except SyntaxError: 

842 return "invalid", None 

843 

844 tokens_by_line = make_tokens_by_line(lines) 

845 

846 # Bail if we got one line and there are more closing parentheses than 

847 # the opening ones 

848 if ( 

849 len(lines) == 1 

850 and tokens_by_line 

851 and has_sunken_brackets(tokens_by_line[0]) 

852 ): 

853 return "invalid", None 

854 

855 if not tokens_by_line: 

856 return "incomplete", find_last_indent(lines) 

857 

858 if ( 

859 tokens_by_line[-1][-1].type != tokenize.ENDMARKER 

860 and tokens_by_line[-1][-1].type != tokenize.ERRORTOKEN 

861 ): 

862 # We're in a multiline string or expression 

863 return "incomplete", find_last_indent(lines) 

864 

865 newline_types = {tokenize.NEWLINE, tokenize.COMMENT, tokenize.ENDMARKER} # type: ignore 

866 

867 # Pop the last line which only contains DEDENTs and ENDMARKER 

868 last_token_line = None 

869 if {t.type for t in tokens_by_line[-1]} in [ 

870 {tokenize.DEDENT, tokenize.ENDMARKER}, 

871 {tokenize.ENDMARKER}, 

872 ] and len(tokens_by_line) > 1: 

873 last_token_line = tokens_by_line.pop() 

874 

875 while tokens_by_line[-1] and tokens_by_line[-1][-1].type in newline_types: 

876 tokens_by_line[-1].pop() 

877 

878 if not tokens_by_line[-1]: 

879 return "incomplete", find_last_indent(lines) 

880 

881 if tokens_by_line[-1][-1].string == ":": 

882 # The last line starts a block (e.g. 'if foo:') 

883 ix = 0 

884 while tokens_by_line[-1][ix].type in {tokenize.INDENT, tokenize.DEDENT}: 

885 ix += 1 

886 

887 indent = tokens_by_line[-1][ix].start[1] 

888 return "incomplete", indent + 4 

889 

890 if tokens_by_line[-1][0].line.endswith("\\"): 

891 return "incomplete", None 

892 

893 # At this point, our checks think the code is complete (or invalid). 

894 # We'll use codeop.compile_command to check this with the real parser 

895 try: 

896 with warnings.catch_warnings(): 

897 warnings.simplefilter("error", SyntaxWarning) 

898 res = compile_command("".join(lines), symbol="exec") 

899 except ( 

900 SyntaxError, 

901 OverflowError, 

902 ValueError, 

903 TypeError, 

904 MemoryError, 

905 SyntaxWarning, 

906 ): 

907 return "invalid", None 

908 else: 

909 if res is None: 

910 return "incomplete", find_last_indent(lines) 

911 

912 if last_token_line and last_token_line[0].type == tokenize.DEDENT: 

913 if ends_with_newline: 

914 return "complete", None 

915 return "incomplete", find_last_indent(lines) 

916 

917 # If there's a blank line at the end, assume we're ready to execute 

918 if not lines[-1].strip(): 

919 return "complete", None 

920 

921 return "complete", None 

922 

923 

924def find_last_indent(lines): 

925 m = _indent_re.match(lines[-1]) 

926 if not m: 

927 return 0 

928 return len(m.group(0).replace("\t", " " * 4)) 

929 

930 

931class MaybeAsyncCompile(Compile): 

932 def __init__(self, extra_flags=0): 

933 super().__init__() 

934 self.flags |= extra_flags 

935 

936 

937class MaybeAsyncCommandCompiler(CommandCompiler): 

938 def __init__(self, extra_flags=0): 

939 self.compiler = MaybeAsyncCompile(extra_flags=extra_flags) 

940 

941 

942_extra_flags = ast.PyCF_ALLOW_TOP_LEVEL_AWAIT 

943 

944compile_command = MaybeAsyncCommandCompiler(extra_flags=_extra_flags)