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reflection.py
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# dialects/mysql/reflection.py # Copyright (C) 2005-2024 the SQLAlchemy authors and contributors # <see AUTHORS file> # # This module is part of SQLAlchemy and is released under # the MIT License: https://www.opensource.org/licenses/mit-license.php # mypy: ignore-errors import re from .enumerated import ENUM from .enumerated import SET from .types import DATETIME from .types import TIME from .types import TIMESTAMP from ... import log from ... import types as sqltypes from ... import util class ReflectedState: """Stores raw information about a SHOW CREATE TABLE statement.""" def __init__(self): self.columns = [] self.table_options = {} self.table_name = None self.keys = [] self.fk_constraints = [] self.ck_constraints = [] @log.class_logger class MySQLTableDefinitionParser: """Parses the results of a SHOW CREATE TABLE statement.""" def __init__(self, dialect, preparer): self.dialect = dialect self.preparer = preparer self._prep_regexes() def parse(self, show_create, charset): state = ReflectedState() state.charset = charset for line in re.split(r"\r?\n", show_create): if line.startswith(" " + self.preparer.initial_quote): self._parse_column(line, state) # a regular table options line elif line.startswith(") "): self._parse_table_options(line, state) # an ANSI-mode table options line elif line == ")": pass elif line.startswith("CREATE "): self._parse_table_name(line, state) elif "PARTITION" in line: self._parse_partition_options(line, state) # Not present in real reflection, but may be if # loading from a file. elif not line: pass else: type_, spec = self._parse_constraints(line) if type_ is None: util.warn("Unknown schema content: %r" % line) elif type_ == "key": state.keys.append(spec) elif type_ == "fk_constraint": state.fk_constraints.append(spec) elif type_ == "ck_constraint": state.ck_constraints.append(spec) else: pass return state def _check_view(self, sql: str) -> bool: return bool(self._re_is_view.match(sql)) def _parse_constraints(self, line): """Parse a KEY or CONSTRAINT line. :param line: A line of SHOW CREATE TABLE output """ # KEY m = self._re_key.match(line) if m: spec = m.groupdict() # convert columns into name, length pairs # NOTE: we may want to consider SHOW INDEX as the # format of indexes in MySQL becomes more complex spec["columns"] = self._parse_keyexprs(spec["columns"]) if spec["version_sql"]: m2 = self._re_key_version_sql.match(spec["version_sql"]) if m2 and m2.groupdict()["parser"]: spec["parser"] = m2.groupdict()["parser"] if spec["parser"]: spec["parser"] = self.preparer.unformat_identifiers( spec["parser"] )[0] return "key", spec # FOREIGN KEY CONSTRAINT m = self._re_fk_constraint.match(line) if m: spec = m.groupdict() spec["table"] = self.preparer.unformat_identifiers(spec["table"]) spec["local"] = [c[0] for c in self._parse_keyexprs(spec["local"])] spec["foreign"] = [ c[0] for c in self._parse_keyexprs(spec["foreign"]) ] return "fk_constraint", spec # CHECK constraint m = self._re_ck_constraint.match(line) if m: spec = m.groupdict() return "ck_constraint", spec # PARTITION and SUBPARTITION m = self._re_partition.match(line) if m: # Punt! return "partition", line # No match. return (None, line) def _parse_table_name(self, line, state): """Extract the table name. :param line: The first line of SHOW CREATE TABLE """ regex, cleanup = self._pr_name m = regex.match(line) if m: state.table_name = cleanup(m.group("name")) def _parse_table_options(self, line, state): """Build a dictionary of all reflected table-level options. :param line: The final line of SHOW CREATE TABLE output. """ options = {} if line and line != ")": rest_of_line = line for regex, cleanup in self._pr_options: m = regex.search(rest_of_line) if not m: continue directive, value = m.group("directive"), m.group("val") if cleanup: value = cleanup(value) options[directive.lower()] = value rest_of_line = regex.sub("", rest_of_line) for nope in ("auto_increment", "data directory", "index directory"): options.pop(nope, None) for opt, val in options.items(): state.table_options["%s_%s" % (self.dialect.name, opt)] = val def _parse_partition_options(self, line, state): options = {} new_line = line[:] while new_line.startswith("(") or new_line.startswith(" "): new_line = new_line[1:] for regex, cleanup in self._pr_options: m = regex.search(new_line) if not m or "PARTITION" not in regex.pattern: continue directive = m.group("directive") directive = directive.lower() is_subpartition = directive == "subpartition" if directive == "partition" or is_subpartition: new_line = new_line.replace(") */", "") new_line = new_line.replace(",", "") if is_subpartition and new_line.endswith(")"): new_line = new_line[:-1] if self.dialect.name == "mariadb" and new_line.endswith(")"): if ( "MAXVALUE" in new_line or "MINVALUE" in new_line or "ENGINE" in new_line ): # final line of MariaDB partition endswith ")" new_line = new_line[:-1] defs = "%s_%s_definitions" % (self.dialect.name, directive) options[defs] = new_line else: directive = directive.replace(" ", "_") value = m.group("val") if cleanup: value = cleanup(value) options[directive] = value break for opt, val in options.items(): part_def = "%s_partition_definitions" % (self.dialect.name) subpart_def = "%s_subpartition_definitions" % (self.dialect.name) if opt == part_def or opt == subpart_def: # builds a string of definitions if opt not in state.table_options: state.table_options[opt] = val else: state.table_options[opt] = "%s, %s" % ( state.table_options[opt], val, ) else: state.table_options["%s_%s" % (self.dialect.name, opt)] = val def _parse_column(self, line, state): """Extract column details. Falls back to a 'minimal support' variant if full parse fails. :param line: Any column-bearing line from SHOW CREATE TABLE """ spec = None m = self._re_column.match(line) if m: spec = m.groupdict() spec["full"] = True else: m = self._re_column_loose.match(line) if m: spec = m.groupdict() spec["full"] = False if not spec: util.warn("Unknown column definition %r" % line) return if not spec["full"]: util.warn("Incomplete reflection of column definition %r" % line) name, type_, args = spec["name"], spec["coltype"], spec["arg"] try: col_type = self.dialect.ischema_names[type_] except KeyError: util.warn( "Did not recognize type '%s' of column '%s'" % (type_, name) ) col_type = sqltypes.NullType # Column type positional arguments eg. varchar(32) if args is None or args == "": type_args = [] elif args[0] == "'" and args[-1] == "'": type_args = self._re_csv_str.findall(args) else: type_args = [int(v) for v in self._re_csv_int.findall(args)] # Column type keyword options type_kw = {} if issubclass(col_type, (DATETIME, TIME, TIMESTAMP)): if type_args: type_kw["fsp"] = type_args.pop(0) for kw in ("unsigned", "zerofill"): if spec.get(kw, False): type_kw[kw] = True for kw in ("charset", "collate"): if spec.get(kw, False): type_kw[kw] = spec[kw] if issubclass(col_type, (ENUM, SET)): type_args = _strip_values(type_args) if issubclass(col_type, SET) and "" in type_args: type_kw["retrieve_as_bitwise"] = True type_instance = col_type(*type_args, **type_kw) col_kw = {} # NOT NULL col_kw["nullable"] = True # this can be "NULL" in the case of TIMESTAMP if spec.get("notnull", False) == "NOT NULL": col_kw["nullable"] = False # For generated columns, the nullability is marked in a different place if spec.get("notnull_generated", False) == "NOT NULL": col_kw["nullable"] = False # AUTO_INCREMENT if spec.get("autoincr", False): col_kw["autoincrement"] = True elif issubclass(col_type, sqltypes.Integer): col_kw["autoincrement"] = False # DEFAULT default = spec.get("default", None) if default == "NULL": # eliminates the need to deal with this later. default = None comment = spec.get("comment", None) if comment is not None: comment = cleanup_text(comment) sqltext = spec.get("generated") if sqltext is not None: computed = dict(sqltext=sqltext) persisted = spec.get("persistence") if persisted is not None: computed["persisted"] = persisted == "STORED" col_kw["computed"] = computed col_d = dict( name=name, type=type_instance, default=default, comment=comment ) col_d.update(col_kw) state.columns.append(col_d) def _describe_to_create(self, table_name, columns): """Re-format DESCRIBE output as a SHOW CREATE TABLE string. DESCRIBE is a much simpler reflection and is sufficient for reflecting views for runtime use. This method formats DDL for columns only- keys are omitted. :param columns: A sequence of DESCRIBE or SHOW COLUMNS 6-tuples. SHOW FULL COLUMNS FROM rows must be rearranged for use with this function. """ buffer = [] for row in columns: (name, col_type, nullable, default, extra) = ( row[i] for i in (0, 1, 2, 4, 5) ) line = [" "] line.append(self.preparer.quote_identifier(name)) line.append(col_type) if not nullable: line.append("NOT NULL") if default: if "auto_increment" in default: pass elif col_type.startswith("timestamp") and default.startswith( "C" ): line.append("DEFAULT") line.append(default) elif default == "NULL": line.append("DEFAULT") line.append(default) else: line.append("DEFAULT") line.append("'%s'" % default.replace("'", "''")) if extra: line.append(extra) buffer.append(" ".join(line)) return "".join( [ ( "CREATE TABLE %s (\n" % self.preparer.quote_identifier(table_name) ), ",\n".join(buffer), "\n) ", ] ) def _parse_keyexprs(self, identifiers): """Unpack '"col"(2),"col" ASC'-ish strings into components.""" return [ (colname, int(length) if length else None, modifiers) for colname, length, modifiers in self._re_keyexprs.findall( identifiers ) ] def _prep_regexes(self): """Pre-compile regular expressions.""" self._re_columns = [] self._pr_options = [] _final = self.preparer.final_quote quotes = dict( zip( ("iq", "fq", "esc_fq"), [ re.escape(s) for s in ( self.preparer.initial_quote, _final, self.preparer._escape_identifier(_final), ) ], ) ) self._pr_name = _pr_compile( r"^CREATE (?:\w+ +)?TABLE +" r"%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s +\($" % quotes, self.preparer._unescape_identifier, ) self._re_is_view = _re_compile(r"^CREATE(?! TABLE)(\s.*)?\sVIEW") # `col`,`col2`(32),`col3`(15) DESC # self._re_keyexprs = _re_compile( r"(?:" r"(?:%(iq)s((?:%(esc_fq)s|[^%(fq)s])+)%(fq)s)" r"(?:\((\d+)\))?(?: +(ASC|DESC))?(?=\,|$))+" % quotes ) # 'foo' or 'foo','bar' or 'fo,o','ba''a''r' self._re_csv_str = _re_compile(r"\x27(?:\x27\x27|[^\x27])*\x27") # 123 or 123,456 self._re_csv_int = _re_compile(r"\d+") # `colname` <type> [type opts] # (NOT NULL | NULL) # DEFAULT ('value' | CURRENT_TIMESTAMP...) # COMMENT 'comment' # COLUMN_FORMAT (FIXED|DYNAMIC|DEFAULT) # STORAGE (DISK|MEMORY) self._re_column = _re_compile( r" " r"%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s +" r"(?P<coltype>\w+)" r"(?:\((?P<arg>(?:\d+|\d+,\d+|" r"(?:'(?:''|[^'])*',?)+))\))?" r"(?: +(?P<unsigned>UNSIGNED))?" r"(?: +(?P<zerofill>ZEROFILL))?" r"(?: +CHARACTER SET +(?P<charset>[\w_]+))?" r"(?: +COLLATE +(?P<collate>[\w_]+))?" r"(?: +(?P<notnull>(?:NOT )?NULL))?" r"(?: +DEFAULT +(?P<default>" r"(?:NULL|'(?:''|[^'])*'|[\-\w\.\(\)]+" r"(?: +ON UPDATE [\-\w\.\(\)]+)?)" r"))?" r"(?: +(?:GENERATED ALWAYS)? ?AS +(?P<generated>\(" r".*\))? ?(?P<persistence>VIRTUAL|STORED)?" r"(?: +(?P<notnull_generated>(?:NOT )?NULL))?" r")?" r"(?: +(?P<autoincr>AUTO_INCREMENT))?" r"(?: +COMMENT +'(?P<comment>(?:''|[^'])*)')?" r"(?: +COLUMN_FORMAT +(?P<colfmt>\w+))?" r"(?: +STORAGE +(?P<storage>\w+))?" r"(?: +(?P<extra>.*))?" r",?$" % quotes ) # Fallback, try to parse as little as possible self._re_column_loose = _re_compile( r" " r"%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s +" r"(?P<coltype>\w+)" r"(?:\((?P<arg>(?:\d+|\d+,\d+|\x27(?:\x27\x27|[^\x27])+\x27))\))?" r".*?(?P<notnull>(?:NOT )NULL)?" % quotes ) # (PRIMARY|UNIQUE|FULLTEXT|SPATIAL) INDEX `name` (USING (BTREE|HASH))? # (`col` (ASC|DESC)?, `col` (ASC|DESC)?) # KEY_BLOCK_SIZE size | WITH PARSER name /*!50100 WITH PARSER name */ self._re_key = _re_compile( r" " r"(?:(?P<type>\S+) )?KEY" r"(?: +%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s)?" r"(?: +USING +(?P<using_pre>\S+))?" r" +\((?P<columns>.+?)\)" r"(?: +USING +(?P<using_post>\S+))?" r"(?: +KEY_BLOCK_SIZE *[ =]? *(?P<keyblock>\S+))?" r"(?: +WITH PARSER +(?P<parser>\S+))?" r"(?: +COMMENT +(?P<comment>(\x27\x27|\x27([^\x27])*?\x27)+))?" r"(?: +/\*(?P<version_sql>.+)\*/ *)?" r",?$" % quotes ) # https://forums.mysql.com/read.php?20,567102,567111#msg-567111 # It means if the MySQL version >= \d+, execute what's in the comment self._re_key_version_sql = _re_compile( r"\!\d+ " r"(?: *WITH PARSER +(?P<parser>\S+) *)?" ) # CONSTRAINT `name` FOREIGN KEY (`local_col`) # REFERENCES `remote` (`remote_col`) # MATCH FULL | MATCH PARTIAL | MATCH SIMPLE # ON DELETE CASCADE ON UPDATE RESTRICT # # unique constraints come back as KEYs kw = quotes.copy() kw["on"] = "RESTRICT|CASCADE|SET NULL|NO ACTION|SET DEFAULT" self._re_fk_constraint = _re_compile( r" " r"CONSTRAINT +" r"%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s +" r"FOREIGN KEY +" r"\((?P<local>[^\)]+?)\) REFERENCES +" r"(?P<table>%(iq)s[^%(fq)s]+%(fq)s" r"(?:\.%(iq)s[^%(fq)s]+%(fq)s)?) +" r"\((?P<foreign>(?:%(iq)s[^%(fq)s]+%(fq)s(?: *, *)?)+)\)" r"(?: +(?P<match>MATCH \w+))?" r"(?: +ON DELETE (?P<ondelete>%(on)s))?" r"(?: +ON UPDATE (?P<onupdate>%(on)s))?" % kw ) # CONSTRAINT `CONSTRAINT_1` CHECK (`x` > 5)' # testing on MariaDB 10.2 shows that the CHECK constraint # is returned on a line by itself, so to match without worrying # about parenthesis in the expression we go to the end of the line self._re_ck_constraint = _re_compile( r" " r"CONSTRAINT +" r"%(iq)s(?P<name>(?:%(esc_fq)s|[^%(fq)s])+)%(fq)s +" r"CHECK +" r"\((?P<sqltext>.+)\),?" % kw ) # PARTITION # # punt! self._re_partition = _re_compile(r"(?:.*)(?:SUB)?PARTITION(?:.*)") # Table-level options (COLLATE, ENGINE, etc.) # Do the string options first, since they have quoted # strings we need to get rid of. for option in _options_of_type_string: self._add_option_string(option) for option in ( "ENGINE", "TYPE", "AUTO_INCREMENT", "AVG_ROW_LENGTH", "CHARACTER SET", "DEFAULT CHARSET", "CHECKSUM", "COLLATE", "DELAY_KEY_WRITE", "INSERT_METHOD", "MAX_ROWS", "MIN_ROWS", "PACK_KEYS", "ROW_FORMAT", "KEY_BLOCK_SIZE", "STATS_SAMPLE_PAGES", ): self._add_option_word(option) for option in ( "PARTITION BY", "SUBPARTITION BY", "PARTITIONS", "SUBPARTITIONS", "PARTITION", "SUBPARTITION", ): self._add_partition_option_word(option) self._add_option_regex("UNION", r"\([^\)]+\)") self._add_option_regex("TABLESPACE", r".*? STORAGE DISK") self._add_option_regex( "RAID_TYPE", r"\w+\s+RAID_CHUNKS\s*\=\s*\w+RAID_CHUNKSIZE\s*=\s*\w+", ) _optional_equals = r"(?:\s*(?:=\s*)|\s+)" def _add_option_string(self, directive): regex = r"(?P<directive>%s)%s" r"'(?P<val>(?:[^']|'')*?)'(?!')" % ( re.escape(directive), self._optional_equals, ) self._pr_options.append(_pr_compile(regex, cleanup_text)) def _add_option_word(self, directive): regex = r"(?P<directive>%s)%s" r"(?P<val>\w+)" % ( re.escape(directive), self._optional_equals, ) self._pr_options.append(_pr_compile(regex)) def _add_partition_option_word(self, directive): if directive == "PARTITION BY" or directive == "SUBPARTITION BY": regex = r"(?<!\S)(?P<directive>%s)%s" r"(?P<val>\w+.*)" % ( re.escape(directive), self._optional_equals, ) elif directive == "SUBPARTITIONS" or directive == "PARTITIONS": regex = r"(?<!\S)(?P<directive>%s)%s" r"(?P<val>\d+)" % ( re.escape(directive), self._optional_equals, ) else: regex = r"(?<!\S)(?P<directive>%s)(?!\S)" % (re.escape(directive),) self._pr_options.append(_pr_compile(regex)) def _add_option_regex(self, directive, regex): regex = r"(?P<directive>%s)%s" r"(?P<val>%s)" % ( re.escape(directive), self._optional_equals, regex, ) self._pr_options.append(_pr_compile(regex)) _options_of_type_string = ( "COMMENT", "DATA DIRECTORY", "INDEX DIRECTORY", "PASSWORD", "CONNECTION", ) def _pr_compile(regex, cleanup=None): """Prepare a 2-tuple of compiled regex and callable.""" return (_re_compile(regex), cleanup) def _re_compile(regex): """Compile a string to regex, I and UNICODE.""" return re.compile(regex, re.I | re.UNICODE) def _strip_values(values): "Strip reflected values quotes" strip_values = [] for a in values: if a[0:1] == '"' or a[0:1] == "'": # strip enclosing quotes and unquote interior a = a[1:-1].replace(a[0] * 2, a[0]) strip_values.append(a) return strip_values def cleanup_text(raw_text: str) -> str: if "\\" in raw_text: raw_text = re.sub( _control_char_regexp, lambda s: _control_char_map[s[0]], raw_text ) return raw_text.replace("''", "'") _control_char_map = { "\\\\": "\\", "\\0": "\0", "\\a": "\a", "\\b": "\b", "\\t": "\t", "\\n": "\n", "\\v": "\v", "\\f": "\f", "\\r": "\r", # '\\e':'\e', } _control_char_regexp = re.compile( "|".join(re.escape(k) for k in _control_char_map) )