pgsql/pgAdmin 4/web/pgadmin/utils/csv.py

"""
PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2
--------------------------------------------

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"""

############################################################################
# Changes:
# Added new parameter in dialect 'replace_nulls_with' to compare it against
# the value to be quoted or not.
# Handle the null value if value is None or equal to
# 'replace_nulls_with' then it represents the null value, so no need to
# quote it.
############################################################################

__all__ = ["QUOTE_MINIMAL", "QUOTE_ALL", "QUOTE_NONNUMERIC", "QUOTE_NONE",
           "Error", "Dialect", "__doc__", "Excel", "ExcelTab",
           "field_size_limit", "Reader", "Writer", "register_dialect",
           "get_dialect", "list_dialects", "unregister_dialect",
           "__version__", "DictReader", "DictWriter"]

import re
import numbers
from io import StringIO
from csv import (
    QUOTE_MINIMAL, QUOTE_ALL, QUOTE_NONNUMERIC, QUOTE_NONE,
    __version__, __doc__, Error, field_size_limit,
)


class QuoteStrategy():
    quoting = None

    def __init__(self, dialect):
        if self.quoting is not None:
            assert dialect.quoting == self.quoting
        self.dialect = dialect
        self.setup()

        escape_pattern_quoted = r'({quotechar})'.format(
            quotechar=re.escape(self.dialect.quotechar or '"'))
        escape_pattern_unquoted = r'([{specialchars}])'.format(
            specialchars=re.escape(self.specialchars))

        self.escape_re_quoted = re.compile(escape_pattern_quoted)
        self.escape_re_unquoted = re.compile(escape_pattern_unquoted)

    def setup(self):
        """Optional method for strategy-wide optimizations."""

    def quoted(self, field=None, raw_field=None, only=None):
        """Determine whether this field should be quoted."""
        raise NotImplementedError(
            'quoted must be implemented by a subclass')

    @property
    def specialchars(self):
        """The special characters that need to be escaped."""
        raise NotImplementedError(
            'specialchars must be implemented by a subclass')

    def escape_re(self, quoted=None):
        if quoted:
            return self.escape_re_quoted
        return self.escape_re_unquoted

    def escapechar(self, quoted=None):
        if quoted and self.dialect.doublequote:
            return self.dialect.quotechar
        return self.dialect.escapechar

    def prepare(self, raw_field, only=None):
        field = str(raw_field if raw_field is not None else '')
        quoted = self.quoted(field=field, raw_field=raw_field, only=only)

        escape_re = self.escape_re(quoted=quoted)
        escapechar = self.escapechar(quoted=quoted)

        if escape_re.search(field):
            escapechar = '\\\\' if escapechar == '\\' else escapechar
            if escapechar:
                escape_replace = \
                    r'{escapechar}\1'.format(escapechar=escapechar)
                field = escape_re.sub(escape_replace, field)

        if quoted:
            field = '{quotechar}{field}{quotechar}'.format(
                quotechar=self.dialect.quotechar, field=field)

        return field


class QuoteMinimalStrategy(QuoteStrategy):
    quoting = QUOTE_MINIMAL

    def setup(self):
        self.quoted_re = re.compile(r'[{specialchars}]'.format(
            specialchars=re.escape(self.specialchars)))

    @property
    def specialchars(self):
        return (
            self.dialect.lineterminator +
            self.dialect.quotechar +
            self.dialect.delimiter +
            (self.dialect.escapechar or '')
        )

    def quoted(self, field, only, **kwargs):
        if field == self.dialect.quotechar and not self.dialect.doublequote:
            # If the only character in the field is the quotechar, and
            # doublequote is false, then just escape without outer quotes.
            return False
        return field == '' and only or bool(self.quoted_re.search(field))


class QuoteAllStrategy(QuoteStrategy):
    quoting = QUOTE_ALL

    @property
    def specialchars(self):
        return self.dialect.quotechar

    def quoted(self, raw_field, **kwargs):
        # Handle the null value if raw_field is None or equal to
        # replace_nulls_with then it represents the null value, so no need to
        # quote it.
        if raw_field is None or raw_field == self.dialect.replace_nulls_with:
            return False
        return True


class QuoteNonnumericStrategy(QuoteStrategy):
    quoting = QUOTE_NONNUMERIC

    @property
    def specialchars(self):
        return (
            self.dialect.lineterminator +
            self.dialect.quotechar +
            self.dialect.delimiter +
            (self.dialect.escapechar or '')
        )

    def quoted(self, raw_field, **kwargs):
        # Handle the null value if raw_field is None or equal to
        # replace_nulls_with then it represents the null value, so no need to
        # quote it.
        if raw_field is None or raw_field == self.dialect.replace_nulls_with:
            return False
        return not isinstance(raw_field, numbers.Number)


class QuoteNoneStrategy(QuoteStrategy):
    quoting = QUOTE_NONE

    @property
    def specialchars(self):
        return (
            self.dialect.lineterminator +
            (self.dialect.quotechar or '') +
            self.dialect.delimiter +
            (self.dialect.escapechar or '')
        )

    def quoted(self, field, only, **kwargs):
        if field == '' and only:
            raise Error('single empty field record must be quoted')
        return False


class Writer():
    def __init__(self, fileobj, dialect='excel', **fmtparams):
        if fileobj is None:
            raise TypeError('fileobj must be file-like, not None')

        self.fileobj = fileobj

        if isinstance(dialect, str):
            dialect = get_dialect(dialect)

        try:
            self.dialect = Dialect.combine(dialect, fmtparams)
        except Error as e:
            raise TypeError(*e.args)

        strategies = {
            QUOTE_MINIMAL: QuoteMinimalStrategy,
            QUOTE_ALL: QuoteAllStrategy,
            QUOTE_NONNUMERIC: QuoteNonnumericStrategy,
            QUOTE_NONE: QuoteNoneStrategy,
        }
        self.strategy = strategies[self.dialect.quoting](self.dialect)

    def writerow(self, row):
        if row is None:
            raise Error('row must be an iterable')

        row = list(row)
        only = len(row) == 1
        row = [self.strategy.prepare(field, only=only) for field in row]

        line = self.dialect.delimiter.join(row) + self.dialect.lineterminator
        return self.fileobj.write(line)

    def writerows(self, rows):
        for row in rows:
            self.writerow(row)


START_RECORD = 0
START_FIELD = 1
ESCAPED_CHAR = 2
IN_FIELD = 3
IN_QUOTED_FIELD = 4
ESCAPE_IN_QUOTED_FIELD = 5
QUOTE_IN_QUOTED_FIELD = 6
EAT_CRNL = 7
AFTER_ESCAPED_CRNL = 8


class Reader():
    def __init__(self, fileobj, dialect='excel', **fmtparams):
        self.input_iter = iter(fileobj)

        if isinstance(dialect, str):
            dialect = get_dialect(dialect)

        try:
            self.dialect = Dialect.combine(dialect, fmtparams)
        except Error as e:
            raise TypeError(*e.args)

        self.fields = None
        self.field = None
        self.line_num = 0

    def parse_reset(self):
        self.fields = []
        self.field = []
        self.state = START_RECORD
        self.numeric_field = False

    def parse_save_field(self):
        field = ''.join(self.field)
        self.field = []
        if self.numeric_field:
            field = float(field)
            self.numeric_field = False
        self.fields.append(field)

    def parse_add_char(self, c):
        if len(self.field) >= field_size_limit():
            raise Error('field size limit exceeded')
        self.field.append(c)

    def parse_process_char(self, c):
        switch = {
            START_RECORD: self._parse_start_record,
            START_FIELD: self._parse_start_field,
            ESCAPED_CHAR: self._parse_escaped_char,
            AFTER_ESCAPED_CRNL: self._parse_after_escaped_crnl,
            IN_FIELD: self._parse_in_field,
            IN_QUOTED_FIELD: self._parse_in_quoted_field,
            ESCAPE_IN_QUOTED_FIELD: self._parse_escape_in_quoted_field,
            QUOTE_IN_QUOTED_FIELD: self._parse_quote_in_quoted_field,
            EAT_CRNL: self._parse_eat_crnl,
        }
        return switch[self.state](c)

    def _parse_start_record(self, c):
        if c == '\0':
            return
        elif c == '\n' or c == '\r':
            self.state = EAT_CRNL
            return

        self.state = START_FIELD
        return self._parse_start_field(c)

    def _parse_start_field(self, c):
        if c == '\n' or c == '\r' or c == '\0':
            self.parse_save_field()
            self.state = START_RECORD if c == '\0' else EAT_CRNL
        elif (c == self.dialect.quotechar and
              self.dialect.quoting != QUOTE_NONE):
            self.state = IN_QUOTED_FIELD
        elif c == self.dialect.escapechar:
            self.state = ESCAPED_CHAR
        elif c == ' ' and self.dialect.skipinitialspace:
            pass  # Ignore space at start of field
        elif c == self.dialect.delimiter:
            # Save empty field
            self.parse_save_field()
        else:
            # Begin new unquoted field
            if self.dialect.quoting == QUOTE_NONNUMERIC:
                self.numeric_field = True
            self.parse_add_char(c)
            self.state = IN_FIELD

    def _parse_escaped_char(self, c):
        if c == '\n' or c == '\r':
            self.parse_add_char(c)
            self.state = AFTER_ESCAPED_CRNL
            return
        if c == '\0':
            c = '\n'
        self.parse_add_char(c)
        self.state = IN_FIELD

    def _parse_after_escaped_crnl(self, c):
        if c == '\0':
            return
        return self._parse_in_field(c)

    def _parse_in_field(self, c):
        # In unquoted field
        if c == '\n' or c == '\r' or c == '\0':
            # End of line - return [fields]
            self.parse_save_field()
            self.state = START_RECORD if c == '\0' else EAT_CRNL
        elif c == self.dialect.escapechar:
            self.state = ESCAPED_CHAR
        elif c == self.dialect.delimiter:
            self.parse_save_field()
            self.state = START_FIELD
        else:
            # Normal character - save in field
            self.parse_add_char(c)

    def _parse_in_quoted_field(self, c):
        if c != '\0' and c == self.dialect.escapechar:
            self.state = ESCAPE_IN_QUOTED_FIELD
        elif c != '\0' and (c == self.dialect.quotechar and
                            self.dialect.quoting != QUOTE_NONE):
            if self.dialect.doublequote:
                self.state = QUOTE_IN_QUOTED_FIELD
            else:
                self.state = IN_FIELD
        elif c != '\0':
            self.parse_add_char(c)

    def _parse_escape_in_quoted_field(self, c):
        if c == '\0':
            c = '\n'

        self.parse_add_char(c)
        self.state = IN_QUOTED_FIELD

    def _parse_quote_in_quoted_field(self, c):
        if (self.dialect.quoting != QUOTE_NONE and
                c == self.dialect.quotechar):
            # save "" as "
            self.parse_add_char(c)
            self.state = IN_QUOTED_FIELD
        elif c == self.dialect.delimiter:
            self.parse_save_field()
            self.state = START_FIELD
        elif c == '\n' or c == '\r' or c == '\0':
            # End of line = return [fields]
            self.parse_save_field()
            self.state = START_RECORD if c == '\0' else EAT_CRNL
        elif not self.dialect.strict:
            self.parse_add_char(c)
            self.state = IN_FIELD
        else:
            # illegal
            raise Error("{delimiter}' expected after '{quotechar}".format(
                delimiter=self.dialect.delimiter,
                quotechar=self.dialect.quotechar,
            ))

    def _parse_eat_crnl(self, c):
        if c != '\n' and c != '\r' and c == '\0':
            self.state = START_RECORD
        elif c != '\n' and c != '\r':
            raise Error('new-line character seen in unquoted field - do you '
                        'need to open the file in universal-newline mode?')

    def __iter__(self):
        return self

    def __next__(self):
        self.parse_reset()

        while True:
            try:
                lineobj = next(self.input_iter)
            except StopIteration:
                if len(self.field) != 0 or self.state == IN_QUOTED_FIELD:
                    if self.dialect.strict:
                        raise Error('unexpected end of data')
                    self.parse_save_field()
                if self.fields:
                    break
                raise

            if not isinstance(lineobj, str):
                typ = type(lineobj)
                typ_name = 'bytes' if typ == bytes else typ.__name__
                err_str = ('iterator should return strings, not {0}'
                           ' (did you open the file in text mode?)')
                raise Error(err_str.format(typ_name))

            self.line_num += 1
            for c in lineobj:
                if c == '\0':
                    raise Error('line contains NULL byte')
                self.parse_process_char(c)

            self.parse_process_char('\0')

            if self.state == START_RECORD:
                break

        fields = self.fields
        self.fields = None
        return fields

    next = __next__


_dialect_registry = {}


def register_dialect(name, dialect='excel', **fmtparams):
    if not isinstance(name, str):
        raise TypeError('"name" must be a string')

    dialect = Dialect.extend(dialect, fmtparams)

    try:
        Dialect.validate(dialect)
    except Exception:
        raise TypeError('dialect is invalid')

    assert name not in _dialect_registry
    _dialect_registry[name] = dialect


def unregister_dialect(name):
    try:
        _dialect_registry.pop(name)
    except KeyError:
        raise Error('"{name}" not a registered dialect'.format(name=name))


def get_dialect(name):
    try:
        return _dialect_registry[name]
    except KeyError:
        raise Error('Could not find dialect {0}'.format(name))


def list_dialects():
    return list(_dialect_registry)


class Dialect():
    """Describe a CSV dialect.
    This must be subclassed (see csv.excel).  Valid attributes are:
    delimiter, quotechar, escapechar, doublequote, skipinitialspace,
    lineterminator, quoting, strict.
    """
    _name = ""
    _valid = False
    # placeholders
    delimiter = None
    quotechar = None
    escapechar = None
    doublequote = None
    skipinitialspace = None
    lineterminator = None
    quoting = None
    strict = None

    def __init__(self):
        self.validate(self)
        if self.__class__ != Dialect:
            self._valid = True

    @classmethod
    def validate(cls, dialect):
        dialect = cls.extend(dialect)

        if not isinstance(dialect.quoting, int):
            raise Error('"quoting" must be an integer')

        if dialect.delimiter is None:
            raise Error('delimiter must be set')
        cls.validate_text(dialect, 'delimiter')

        if dialect.lineterminator is None:
            raise Error('lineterminator must be set')
        if not isinstance(dialect.lineterminator, str):
            raise Error('"lineterminator" must be a string')

        if dialect.quoting not in [
                QUOTE_NONE, QUOTE_MINIMAL, QUOTE_NONNUMERIC, QUOTE_ALL]:
            raise Error('Invalid quoting specified')

        if dialect.quoting != QUOTE_NONE:
            if dialect.quotechar is None and dialect.escapechar is None:
                raise Error('quotechar must be set if quoting enabled')
            if dialect.quotechar is not None:
                cls.validate_text(dialect, 'quotechar')

    @staticmethod
    def validate_text(dialect, attr):
        val = getattr(dialect, attr)
        if not isinstance(val, str):
            if isinstance(val, bytes):
                raise Error('"{0}" must be string, not bytes'.format(attr))
            raise Error('"{0}" must be string, not {1}'.format(
                attr, type(val).__name__))

        if len(val) != 1:
            raise Error('"{0}" must be a 1-character string'.format(attr))

    @staticmethod
    def defaults():
        return {
            'delimiter': ',',
            'doublequote': True,
            'escapechar': None,
            'lineterminator': '\r\n',
            'quotechar': '"',
            'quoting': QUOTE_MINIMAL,
            'skipinitialspace': False,
            'strict': False,
            'replace_nulls_with': None
        }

    @classmethod
    def extend(cls, dialect, fmtparams=None):
        if isinstance(dialect, str):
            dialect = get_dialect(dialect)

        if fmtparams is None:
            return dialect

        defaults = cls.defaults()

        if any(param not in defaults for param in fmtparams):
            raise TypeError('Invalid fmtparam')

        specified = dict(
            (attr, getattr(dialect, attr, None))
            for attr in cls.defaults()
        )

        specified.update(fmtparams)
        return type(str('ExtendedDialect'), (cls,), specified)

    @classmethod
    def combine(cls, dialect, fmtparams):
        """Create a new dialect with defaults and added parameters."""
        dialect = cls.extend(dialect, fmtparams)
        defaults = cls.defaults()
        specified = dict(
            (attr, getattr(dialect, attr, None))
            for attr in defaults
            if getattr(dialect, attr, None) is not None or
            attr in ['quotechar', 'delimiter', 'lineterminator', 'quoting']
        )

        defaults.update(specified)
        dialect = type(str('CombinedDialect'), (cls,), defaults)
        cls.validate(dialect)
        return dialect()

    def __delattr__(self, attr):
        if self._valid:
            raise AttributeError('dialect is immutable.')
        super().__delattr__(attr)

    def __setattr__(self, attr, value):
        if self._valid:
            raise AttributeError('dialect is immutable.')
        super().__setattr__(attr, value)


class Excel(Dialect):
    """Describe the usual properties of Excel-generated CSV files."""
    delimiter = ','
    quotechar = '"'
    doublequote = True
    skipinitialspace = False
    lineterminator = '\r\n'
    quoting = QUOTE_MINIMAL


register_dialect("excel", Excel)


class ExcelTab(Excel):
    """Describe the usual properties of Excel-generated TAB-delimited files."""
    delimiter = '\t'


register_dialect("excel-tab", ExcelTab)


class UnixDialect(Dialect):
    """Describe the usual properties of Unix-generated CSV files."""
    delimiter = ','
    quotechar = '"'
    doublequote = True
    skipinitialspace = False
    lineterminator = '\n'
    quoting = QUOTE_ALL


register_dialect("unix", UnixDialect)


class DictReader():
    def __init__(self, f, fieldnames=None, restkey=None, restval=None,
                 *args, **kwds):
        self._fieldnames = fieldnames   # list of keys for the dict
        self.restkey = restkey          # key to catch long rows
        self.restval = restval          # default value for short rows
        self.dialect = kwds.get('dialect', "excel")
        self.reader = Reader(f, self.dialect, *args, **kwds)
        self.line_num = 0

    def __iter__(self):
        return self

    @property
    def fieldnames(self):
        if self._fieldnames is None:
            try:
                self._fieldnames = next(self.reader)
            except StopIteration:
                pass
        self.line_num = self.reader.line_num
        return self._fieldnames

    @fieldnames.setter
    def fieldnames(self, value):
        self._fieldnames = value

    def __next__(self):
        if self.line_num == 0:
            # Used only for its side effect.
            self.fieldnames
        row = next(self.reader)
        self.line_num = self.reader.line_num

        # unlike the basic reader, we prefer not to return blanks,
        # because we will typically wind up with a dict full of None
        # values
        while row == []:
            row = next(self.reader)
        d = dict(zip(self.fieldnames, row))
        lf = len(self.fieldnames)
        lr = len(row)
        if lf < lr:
            d[self.restkey] = row[lf:]
        elif lf > lr:
            for key in self.fieldnames[lr:]:
                d[key] = self.restval
        return d

    next = __next__


class DictWriter():
    def __init__(self, f, fieldnames, *args, **kwds):
        self.fieldnames = fieldnames    # list of keys for the dict
        self.extrasaction = kwds.get('extrasaction', "raise")
        self.restval = kwds.get('restval', "")  # for writing short dicts
        if self.extrasaction.lower() not in ("raise", "ignore"):
            raise ValueError("extrasaction (%s) must be 'raise' or 'ignore'"
                             % self.extrasaction)
        dialect = kwds.get('dialect', "excel")
        self.writer = Writer(f, dialect, *args, **kwds)

    def writeheader(self):
        header = dict(zip(self.fieldnames, self.fieldnames))
        self.writerow(header)

    def _dict_to_list(self, rowdict):
        if self.extrasaction == "raise":
            wrong_fields = [k for k in rowdict if k not in self.fieldnames]
            if wrong_fields:
                raise ValueError("dict contains fields not in fieldnames: " +
                                 ", ".join([repr(x) for x in wrong_fields]))
        return (rowdict.get(key, self.restval) for key in self.fieldnames)

    def writerow(self, rowdict):
        return self.writer.writerow(self._dict_to_list(rowdict))

    def writerows(self, rowdicts):
        return self.writer.writerows(map(self._dict_to_list, rowdicts))