""" :func:`~pandas.eval` source string parsing functions """ from __future__ import annotations from io import StringIO from keyword import iskeyword import token import tokenize from typing import TYPE_CHECKING if TYPE_CHECKING: from collections.abc import ( Hashable, Iterator, ) # A token value Python's tokenizer probably will never use. BACKTICK_QUOTED_STRING = 100 def create_valid_python_identifier(name: str) -> str: """ Create valid Python identifiers from any string. Check if name contains any special characters. If it contains any special characters, the special characters will be replaced by a special string and a prefix is added. Raises ------ SyntaxError If the returned name is not a Python valid identifier, raise an exception. This can happen if there is a hashtag in the name, as the tokenizer will than terminate and not find the backtick. But also for characters that fall out of the range of (U+0001..U+007F). """ if name.isidentifier() and not iskeyword(name): return name # Create a dict with the special characters and their replacement string. # EXACT_TOKEN_TYPES contains these special characters # token.tok_name contains a readable description of the replacement string. special_characters_replacements = { char: f"_{token.tok_name[tokval]}_" for char, tokval in (tokenize.EXACT_TOKEN_TYPES.items()) } special_characters_replacements.update( { " ": "_", "?": "_QUESTIONMARK_", "!": "_EXCLAMATIONMARK_", "$": "_DOLLARSIGN_", "€": "_EUROSIGN_", "°": "_DEGREESIGN_", # Including quotes works, but there are exceptions. "'": "_SINGLEQUOTE_", '"': "_DOUBLEQUOTE_", # Currently not possible. Terminates parser and won't find backtick. # "#": "_HASH_", } ) name = "".join([special_characters_replacements.get(char, char) for char in name]) name = f"BACKTICK_QUOTED_STRING_{name}" if not name.isidentifier(): raise SyntaxError(f"Could not convert '{name}' to a valid Python identifier.") return name def clean_backtick_quoted_toks(tok: tuple[int, str]) -> tuple[int, str]: """ Clean up a column name if surrounded by backticks. Backtick quoted string are indicated by a certain tokval value. If a string is a backtick quoted token it will processed by :func:`_create_valid_python_identifier` so that the parser can find this string when the query is executed. In this case the tok will get the NAME tokval. Parameters ---------- tok : tuple of int, str ints correspond to the all caps constants in the tokenize module Returns ------- tok : Tuple[int, str] Either the input or token or the replacement values """ toknum, tokval = tok if toknum == BACKTICK_QUOTED_STRING: return tokenize.NAME, create_valid_python_identifier(tokval) return toknum, tokval def clean_column_name(name: Hashable) -> Hashable: """ Function to emulate the cleaning of a backtick quoted name. The purpose for this function is to see what happens to the name of identifier if it goes to the process of being parsed a Python code inside a backtick quoted string and than being cleaned (removed of any special characters). Parameters ---------- name : hashable Name to be cleaned. Returns ------- name : hashable Returns the name after tokenizing and cleaning. Notes ----- For some cases, a name cannot be converted to a valid Python identifier. In that case :func:`tokenize_string` raises a SyntaxError. In that case, we just return the name unmodified. If this name was used in the query string (this makes the query call impossible) an error will be raised by :func:`tokenize_backtick_quoted_string` instead, which is not caught and propagates to the user level. """ try: tokenized = tokenize_string(f"`{name}`") tokval = next(tokenized)[1] return create_valid_python_identifier(tokval) except SyntaxError: return name def tokenize_backtick_quoted_string( token_generator: Iterator[tokenize.TokenInfo], source: str, string_start: int ) -> tuple[int, str]: """ Creates a token from a backtick quoted string. Moves the token_generator forwards till right after the next backtick. Parameters ---------- token_generator : Iterator[tokenize.TokenInfo] The generator that yields the tokens of the source string (Tuple[int, str]). The generator is at the first token after the backtick (`) source : str The Python source code string. string_start : int This is the start of backtick quoted string inside the source string. Returns ------- tok: Tuple[int, str] The token that represents the backtick quoted string. The integer is equal to BACKTICK_QUOTED_STRING (100). """ for _, tokval, start, _, _ in token_generator: if tokval == "`": string_end = start[1] break return BACKTICK_QUOTED_STRING, source[string_start:string_end] def tokenize_string(source: str) -> Iterator[tuple[int, str]]: """ Tokenize a Python source code string. Parameters ---------- source : str The Python source code string. Returns ------- tok_generator : Iterator[Tuple[int, str]] An iterator yielding all tokens with only toknum and tokval (Tuple[ing, str]). """ line_reader = StringIO(source).readline token_generator = tokenize.generate_tokens(line_reader) # Loop over all tokens till a backtick (`) is found. # Then, take all tokens till the next backtick to form a backtick quoted string for toknum, tokval, start, _, _ in token_generator: if tokval == "`": try: yield tokenize_backtick_quoted_string( token_generator, source, string_start=start[1] + 1 ) except Exception as err: raise SyntaxError(f"Failed to parse backticks in '{source}'.") from err else: yield toknum, tokval