Quick reference for regexp syntax ================================================= This checklist summarizes the most commonly used/hard to remember parts of the regexp engine available in most parts of calibre. .. contents:: Contents :depth: 2 :local: Character classes ------------------ Character classes are useful to represent different groups of characters, succinctly. Examples: +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | **Representation** | **Class** | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[a-z]`` | Lowercase letters. Does not include characters with accent mark and ligatures | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[a-z0-9]`` | Lowercase letters from a to z or numbers from 0 to 9 | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[A-Za-z-]`` | Uppercase or lowercase letters, or a dash. To include the dash in a class, you must put it at the beginning or at the end so as not to confuse it with the hyphen that specifies a range of characters | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[^0-9]`` | Any character except a digit. The caret (^) placed at the beginning of the class excludes the characters of the class (complemented class) | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[[a-z]--[aeiouy]]`` | The lowercase consonants. A class can be included in a class. The characters ``--`` exclude what follows them | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | ``[\w--[\d_]]`` | All letters (including foreign accented characters). Abbreviated classes can be used inside a class | | | | +-----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Example:: <[^<>]+> to select an HTML tag Shorthand character classes --------------------------- +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | **Representation** | **Class** | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\d`` | A digit (same as ``[0-9]``) | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\D`` | Any non-numeric character (same as ``[^0-9]``) | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\w`` | An alphanumeric character (``[a-zA-Z0-9]``) including characters with accent mark and ligatures | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\W`` | Any “non-word” character | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\s`` | Space, non-breaking space, tab, return line | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``\S`` | Any “non-whitespace” character | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ | ``.`` | Any character except newline. Use the “dot all” checkbox or the ``(?s)`` regexp modifier to include the newline character. | | | | +---------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ The quantifiers --------------- +----------------+---------------------------------------------------------------------------+ | **Quantifier** | **Number of occurrences of the expression preceding the quantifier** | | | | +----------------+---------------------------------------------------------------------------+ | ``?`` | 0 or 1 occurrence of the expression. Same as ``{0,1}`` | | | | +----------------+---------------------------------------------------------------------------+ | ``+`` | 1 or more occurrences of the expression. Same as ``{1,}`` | | | | +----------------+---------------------------------------------------------------------------+ | ``*`` | 0, 1 or more occurrences of the expression. Same as ``{0,}`` | | | | +----------------+---------------------------------------------------------------------------+ | ``{n}`` | Exactly n occurrences of the expression | | | | +----------------+---------------------------------------------------------------------------+ | ``{min,max}`` | Number of occurrences between the minimum and maximum values included | | | | +----------------+---------------------------------------------------------------------------+ | ``{min,}`` | Number of occurrences between the minimum value included and the infinite | | | | +----------------+---------------------------------------------------------------------------+ | ``{,max}`` | Number of occurrences between 0 and the maximum value included | | | | +----------------+---------------------------------------------------------------------------+ Greed ----- By default, with quantifiers, the regular expression engine is greedy: it extends the selection as much as possible. This often causes surprises, at first. ``?`` follows a quantifier to make it lazy. Avoid putting two in the same expression, the result can be unpredictable. Beware of nesting quantifiers, for example, the pattern ``(a*)*``, as it exponentially increases processing time. Alternation ----------- The ``|`` character in a regular expression is a logical ``OR``. It means that either the preceding or the following expression can match. Exclusion --------- Method 1 ``pattern_to_exclude(*SKIP)(*FAIL)|pattern_to_select`` Example: ``"Blabla"(*SKIP)(*FAIL)|Blabla`` selects Blabla, in the strings Blabla or "Blabla or Blabla", but not in "Blabla". Method 2 ``pattern_to_exclude\K|(pattern_to_select)`` ``"Blabla"\K|(Blabla)`` selects Blabla, in the strings Blabla or "Blabla or Blabla", but not in "Blabla". Anchors ------- An anchor is a way to match a logical location in a string, rather than a character. The most useful anchors for text processing are: ``\b`` Designates a word boundary, i.e. a transition from space to non-space character. For example, you can use ``\bsurd`` to match ``the surd`` but not ``absurd``. ``^`` Matches the start of a line (in multi-line mode, which is the default) ``$`` Matches the end of a line (in multi-line mode, which is the default) ``\K`` Resets the start position of the selection to its position in the pattern. Some regexp engines (but not calibre) do not allow lookbehind of variable length, especially with quantifiers. When you can use ``\K`` with these engines, it also allows you to get rid of this limit by writing the equivalent of a positive lookbehind of variable length. Groups ------ ``(expression)`` Capturing group, which stores the selection and can be recalled later in the *search* or *replace* patterns with ``\n``, where ``n`` is the sequence number of the capturing group (starting at 1 in reading order) ``(?:expression)`` Group that does not capture the selection ``(?>expression)`` Atomic Group: As soon as the expression is satisfied, the regexp engine passes, and if the rest of the pattern fails, it will not backtrack to try other combinations with the expression. Atomic groups do not capture. ``(?|expression)`` Branch reset group: the branches of the alternations included in the expression share the same group numbers ``(?expression)`` Group named “name”. The selection can be recalled later in the *search* pattern by ``(?P=name)`` and in the *replace* by ``\g``. Two different groups can use the same name. Lookarounds ----------- +----------------+---------------------------------------------------------+ | **Lookaround** | **Meaning** | | | | +----------------+---------------------------------------------------------+ | ``?=`` | Positive lookahead (to be placed after the selection) | | | | +----------------+---------------------------------------------------------+ | ``?!`` | Negative lookahead (to be placed after the selection) | | | | +----------------+---------------------------------------------------------+ | ``?<=`` | Positive lookbehind (to be placed before the selection) | | | | +----------------+---------------------------------------------------------+ | ``?{}]*[>}])`` Placed at the end of the pattern prevents to select within a tag or a style embedded in the file. Whenever possible, it is always better to "anchor" the lookarounds, to reduce the number of steps necessary to obtain the result. Recursion --------- +--------------------+-----------------------------------------------------------------------------+ | **Representation** | **Meaning** | | | | +--------------------+-----------------------------------------------------------------------------+ | ``(?R)`` | Recursion of the entire pattern | | | | +--------------------+-----------------------------------------------------------------------------+ | ``(?1)`` | Recursion of the only pattern of the numbered capturing group, here group 1 | | | | +--------------------+-----------------------------------------------------------------------------+ Recursion is calling oneself. This is useful for balanced queries, such as quoted strings, which can contain embedded quoted strings. Thus, if during the processing of a string between double quotation marks, we encounter the beginning of a new string between double quotation marks, well we know how to do, and we call ourselves. Then we have a pattern like:: start-pattern(?>atomic sub-pattern|(?R))*end-pattern To select a string between double quotation marks without stopping on an embedded string:: “((?>[^“”]+|(?R))*[^“”]+)” This template can also be used to modify pairs of tags that can be embedded, such as ``
`` tags. Special characters ------------------ +--------------------+-------------------+ | **Representation** | **Character** | | | | +--------------------+-------------------+ | ``\t`` | tabulation | | | | +--------------------+-------------------+ | ``\n`` | line break | | | | +--------------------+-------------------+ | ``\x20`` | (breakable) space | | | | +--------------------+-------------------+ | ``\xa0`` | no-break space | | | | +--------------------+-------------------+ Meta-characters --------------- Meta-characters are those that have a special meaning for the regexp engine. Of these, twelve must be preceded by an escape character, the backslash (``\``), to lose their special meaning and become a regular character again:: ^ . [ ] $ ( ) * + ? | \ Seven other meta-characters do not need to be preceded by a backslash (but can be without any other consequence):: { } ! < > = : Special characters lose their status if they are used inside a class (between brackets ``[]``). The closing bracket and the dash have a special status in a class. Outside the class, the dash is a simple literal, the closing bracket remains a meta-character. The slash (/) and the number sign (or hash character) (#) are not meta-characters, they don’t need to be escaped. In some tools, like regex101.com with the Python engine, double quotes have the special status of separator, and must be escaped, or the options changed. This is not the case in the editor of calibre. Modes ----- ``(?s)`` Causes the dot (``.``) to match newline characters as well ``(?m)`` Makes the ``^`` and ``$`` anchors match the start and end of lines instead of the start and end of the entire string.