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# test_sql.py - tests for the psycopg2.sql module
# Copyright (C) 2020 The Psycopg Team
import re
import datetime as dt
import pytest
from psycopg import ProgrammingError, pq, sql
from psycopg.adapt import PyFormat
from psycopg.types import TypeInfo
from psycopg._encodings import py2pgenc
from psycopg.types.string import StrDumper
from .utils import eur
from .fix_crdb import crdb_encoding, crdb_scs_off
from .test_adapt import make_dumper
@pytest.mark.parametrize(
"obj, quoted",
[
("foo\\bar", " E'foo\\\\bar'"),
("hello", "'hello'"),
(42, "42"),
(True, "true"),
(None, "NULL"),
],
)
def test_quote(obj, quoted):
assert sql.quote(obj) == quoted
@pytest.mark.parametrize("scs", ["on", crdb_scs_off("off")])
def test_quote_roundtrip(conn, scs):
messages = []
conn.add_notice_handler(lambda msg: messages.append(msg.message_primary))
conn.execute(f"set standard_conforming_strings to {scs}")
for i in range(1, 256):
want = chr(i)
quoted = sql.quote(want)
got = conn.execute(f"select {quoted}::text").fetchone()[0]
assert want == got
# No "nonstandard use of \\ in a string literal" warning
assert not messages, f"error with {want!r}"
@pytest.mark.parametrize("dummy", [crdb_scs_off("off")])
def test_quote_stable_despite_deranged_libpq(conn, dummy):
# Verify the libpq behaviour of PQescapeString using the last setting seen.
# Check that we are not affected by it.
good_str = " E'\\\\'"
good_bytes = " E'\\\\000'::bytea"
conn.execute("set standard_conforming_strings to on")
assert pq.Escaping().escape_string(b"\\") == b"\\"
assert sql.quote("\\") == good_str
assert pq.Escaping().escape_bytea(b"\x00") == b"\\000"
assert sql.quote(b"\x00") == good_bytes
conn.execute("set standard_conforming_strings to off")
assert pq.Escaping().escape_string(b"\\") == b"\\\\"
assert sql.quote("\\") == good_str
assert pq.Escaping().escape_bytea(b"\x00") == b"\\\\000"
assert sql.quote(b"\x00") == good_bytes
# Verify that the good values are actually good
messages = []
conn.add_notice_handler(lambda msg: messages.append(msg.message_primary))
conn.execute("set escape_string_warning to on")
for scs in ("on", "off"):
conn.execute(f"set standard_conforming_strings to {scs}")
cur = conn.execute(f"select {good_str}, {good_bytes}::bytea")
assert cur.fetchone() == ("\\", b"\x00")
# No "nonstandard use of \\ in a string literal" warning
assert not messages
class TestSqlFormat:
def test_pos(self, conn):
s = sql.SQL("select {} from {}").format(
sql.Identifier("field"), sql.Identifier("table")
)
s1 = s.as_string(conn)
assert isinstance(s1, str)
assert s1 == 'select "field" from "table"'
def test_pos_spec(self, conn):
s = sql.SQL("select {0} from {1}").format(
sql.Identifier("field"), sql.Identifier("table")
)
s1 = s.as_string(conn)
assert isinstance(s1, str)
assert s1 == 'select "field" from "table"'
s = sql.SQL("select {1} from {0}").format(
sql.Identifier("table"), sql.Identifier("field")
)
s1 = s.as_string(conn)
assert isinstance(s1, str)
assert s1 == 'select "field" from "table"'
def test_dict(self, conn):
s = sql.SQL("select {f} from {t}").format(
f=sql.Identifier("field"), t=sql.Identifier("table")
)
s1 = s.as_string(conn)
assert isinstance(s1, str)
assert s1 == 'select "field" from "table"'
def test_compose_literal(self, conn):
s = sql.SQL("select {0};").format(sql.Literal(dt.date(2016, 12, 31)))
s1 = s.as_string(conn)
assert s1 == "select '2016-12-31'::date;"
def test_compose_empty(self, conn):
s = sql.SQL("select foo;").format()
s1 = s.as_string(conn)
assert s1 == "select foo;"
def test_percent_escape(self, conn):
s = sql.SQL("42 % {0}").format(sql.Literal(7))
s1 = s.as_string(conn)
assert s1 == "42 % 7"
def test_braces_escape(self, conn):
s = sql.SQL("{{{0}}}").format(sql.Literal(7))
assert s.as_string(conn) == "{7}"
s = sql.SQL("{{1,{0}}}").format(sql.Literal(7))
assert s.as_string(conn) == "{1,7}"
def test_compose_badnargs(self):
with pytest.raises(IndexError):
sql.SQL("select {0};").format()
def test_compose_badnargs_auto(self):
with pytest.raises(IndexError):
sql.SQL("select {};").format()
with pytest.raises(ValueError):
sql.SQL("select {} {1};").format(10, 20)
with pytest.raises(ValueError):
sql.SQL("select {0} {};").format(10, 20)
def test_compose_bad_args_type(self):
with pytest.raises(IndexError):
sql.SQL("select {0};").format(a=10)
with pytest.raises(KeyError):
sql.SQL("select {x};").format(10)
def test_no_modifiers(self):
with pytest.raises(ValueError):
sql.SQL("select {a!r};").format(a=10)
with pytest.raises(ValueError):
sql.SQL("select {a:<};").format(a=10)
def test_must_be_adaptable(self, conn):
class Foo:
pass
s = sql.SQL("select {0};").format(sql.Literal(Foo()))
with pytest.raises(ProgrammingError):
s.as_string(conn)
def test_auto_literal(self, conn):
s = sql.SQL("select {}, {}, {}").format("he'lo", 10, dt.date(2020, 1, 1))
assert s.as_string(conn) == "select 'he''lo', 10, '2020-01-01'::date"
def test_execute(self, conn):
cur = conn.cursor()
cur.execute(
"""
create table test_compose (
id serial primary key,
foo text, bar text, "ba'z" text)
"""
)
cur.execute(
sql.SQL("insert into {0} (id, {1}) values (%s, {2})").format(
sql.Identifier("test_compose"),
sql.SQL(", ").join(map(sql.Identifier, ["foo", "bar", "ba'z"])),
(sql.Placeholder() * 3).join(", "),
),
(10, "a", "b", "c"),
)
cur.execute("select * from test_compose")
assert cur.fetchall() == [(10, "a", "b", "c")]
def test_executemany(self, conn):
cur = conn.cursor()
cur.execute(
"""
create table test_compose (
id serial primary key,
foo text, bar text, "ba'z" text)
"""
)
cur.executemany(
sql.SQL("insert into {0} (id, {1}) values (%s, {2})").format(
sql.Identifier("test_compose"),
sql.SQL(", ").join(map(sql.Identifier, ["foo", "bar", "ba'z"])),
(sql.Placeholder() * 3).join(", "),
),
[(10, "a", "b", "c"), (20, "d", "e", "f")],
)
cur.execute("select * from test_compose")
assert cur.fetchall() == [(10, "a", "b", "c"), (20, "d", "e", "f")]
@pytest.mark.crdb_skip("copy")
def test_copy(self, conn):
cur = conn.cursor()
cur.execute(
"""
create table test_compose (
id serial primary key,
foo text, bar text, "ba'z" text)
"""
)
with cur.copy(
sql.SQL("copy {t} (id, foo, bar, {f}) from stdin").format(
t=sql.Identifier("test_compose"), f=sql.Identifier("ba'z")
),
) as copy:
copy.write_row((10, "a", "b", "c"))
copy.write_row((20, "d", "e", "f"))
with cur.copy(
sql.SQL("copy (select {f} from {t} order by id) to stdout").format(
t=sql.Identifier("test_compose"), f=sql.Identifier("ba'z")
)
) as copy:
assert list(copy) == [b"c\n", b"f\n"]
class TestIdentifier:
def test_class(self):
assert issubclass(sql.Identifier, sql.Composable)
def test_init(self):
assert isinstance(sql.Identifier("foo"), sql.Identifier)
assert isinstance(sql.Identifier("foo"), sql.Identifier)
assert isinstance(sql.Identifier("foo", "bar", "baz"), sql.Identifier)
with pytest.raises(TypeError):
sql.Identifier()
with pytest.raises(TypeError):
sql.Identifier(10) # type: ignore[arg-type]
with pytest.raises(TypeError):
sql.Identifier(dt.date(2016, 12, 31)) # type: ignore[arg-type]
def test_repr(self):
obj = sql.Identifier("fo'o")
assert repr(obj) == 'Identifier("fo\'o")'
assert repr(obj) == str(obj)
obj = sql.Identifier("fo'o", 'ba"r')
assert repr(obj) == "Identifier(\"fo'o\", 'ba\"r')"
assert repr(obj) == str(obj)
def test_eq(self):
assert sql.Identifier("foo") == sql.Identifier("foo")
assert sql.Identifier("foo", "bar") == sql.Identifier("foo", "bar")
assert sql.Identifier("foo") != sql.Identifier("bar")
assert sql.Identifier("foo") != "foo"
assert sql.Identifier("foo") != sql.SQL("foo")
_as_string_params = [
(("foo",), '"foo"'),
(("foo", "bar"), '"foo"."bar"'),
(("fo'o", 'ba"r'), '"fo\'o"."ba""r"'),
]
@pytest.mark.parametrize("args, want", _as_string_params)
def test_as_string(self, conn, args, want):
assert sql.Identifier(*args).as_string(conn) == want
@pytest.mark.parametrize("args, want", _as_string_params)
def test_as_string_no_conn(self, args, want):
assert sql.Identifier(*args).as_string(None) == want
assert sql.Identifier(*args).as_string() == want
_as_bytes_params = [
crdb_encoding(("foo",), '"foo"', "ascii"),
crdb_encoding(("foo", "bar"), '"foo"."bar"', "ascii"),
crdb_encoding(("fo'o", 'ba"r'), '"fo\'o"."ba""r"', "ascii"),
(("foo", eur), f'"foo"."{eur}"', "utf8"),
crdb_encoding(("foo", eur), f'"foo"."{eur}"', "latin9"),
]
@pytest.mark.parametrize("args, want, enc", _as_bytes_params)
def test_as_bytes(self, conn, args, want, enc):
want = want.encode(enc)
conn.execute(f"set client_encoding to {py2pgenc(enc).decode()}")
got = sql.Identifier(*args).as_bytes(conn)
assert isinstance(got, bytes)
assert got == want
@pytest.mark.parametrize("args, want, enc", _as_bytes_params)
def test_as_bytes_no_conn(self, conn, args, want, enc):
want = want.encode()
assert sql.Identifier(*args).as_bytes(None) == want
assert sql.Identifier(*args).as_bytes() == want
def test_join(self):
assert not hasattr(sql.Identifier("foo"), "join")
def test_escape_no_conn(self, conn):
conn.execute("set client_encoding to 'utf8'")
for c in range(1, 128):
s = chr(c)
want = sql.Identifier(s).as_bytes(conn)
assert want == sql.Identifier(s).as_bytes(None)
class TestLiteral:
def test_class(self):
assert issubclass(sql.Literal, sql.Composable)
def test_init(self):
assert isinstance(sql.Literal("foo"), sql.Literal)
assert isinstance(sql.Literal("foo"), sql.Literal)
assert isinstance(sql.Literal(b"foo"), sql.Literal)
assert isinstance(sql.Literal(42), sql.Literal)
assert isinstance(sql.Literal(dt.date(2016, 12, 31)), sql.Literal)
def test_repr(self):
assert repr(sql.Literal("foo")) == "Literal('foo')"
assert str(sql.Literal("foo")) == "Literal('foo')"
_params = [
(None, "NULL"),
("foo", "'foo'"),
(42, "42"),
(dt.date(2017, 1, 1), "'2017-01-01'::date"),
]
@pytest.mark.parametrize("obj, want", _params)
def test_as_string(self, conn, obj, want):
got = sql.Literal(obj).as_string(conn)
if isinstance(obj, str):
got = no_e(got)
assert got == want
@pytest.mark.parametrize("obj, want", _params)
def test_as_bytes(self, conn, obj, want):
got = sql.Literal(obj).as_bytes(conn)
assert isinstance(got, bytes)
if isinstance(obj, str):
got = no_e(got)
assert got == want.encode()
@pytest.mark.parametrize("obj, want", _params)
def test_as_string_no_conn(self, obj, want):
got = sql.Literal(obj).as_string()
if isinstance(obj, str):
got = no_e(got)
assert got == want
@pytest.mark.parametrize("obj, want", _params)
def test_as_bytes_no_conn(self, obj, want):
got = sql.Literal(obj).as_bytes()
if isinstance(obj, str):
got = no_e(got)
assert got == want.encode()
@pytest.mark.parametrize("encoding", ["utf8", crdb_encoding("latin9")])
def test_as_bytes_encoding(self, conn, encoding):
conn.execute(f"set client_encoding to {encoding}")
assert sql.Literal(eur).as_bytes(conn) == f"'{eur}'".encode(encoding)
def test_eq(self):
assert sql.Literal("foo") == sql.Literal("foo")
assert sql.Literal("foo") != sql.Literal("bar")
assert sql.Literal("foo") != "foo"
assert sql.Literal("foo") != sql.SQL("foo")
def test_must_be_adaptable(self, conn):
class Foo:
pass
with pytest.raises(ProgrammingError):
sql.Literal(Foo()).as_string(conn)
def test_array(self, conn):
assert (
sql.Literal([dt.date(2000, 1, 1)]).as_string(conn)
== "'{2000-01-01}'::date[]"
)
def test_short_name_builtin(self, conn):
assert sql.Literal(dt.time(0, 0)).as_string(conn) == "'00:00:00'::time"
assert (
sql.Literal(dt.datetime(2000, 1, 1)).as_string(conn)
== "'2000-01-01 00:00:00'::timestamp"
)
assert (
sql.Literal([dt.datetime(2000, 1, 1)]).as_string(conn)
== "'{\"2000-01-01 00:00:00\"}'::timestamp[]"
)
def test_text_literal(self, conn):
conn.adapters.register_dumper(str, StrDumper)
assert sql.Literal("foo").as_string(conn) == "'foo'"
@pytest.mark.crdb_skip("composite") # create type, actually
@pytest.mark.parametrize("name", ["a-b", f"{eur}", "order", "foo bar"])
def test_invalid_name(self, conn, name):
if conn.info.parameter_status("is_superuser") != "on":
pytest.skip("not a superuser")
conn.execute(
f"""
set client_encoding to utf8;
create type "{name}";
create function invin(cstring) returns "{name}"
language internal immutable strict as 'textin';
create function invout("{name}") returns cstring
language internal immutable strict as 'textout';
create type "{name}" (input=invin, output=invout, like=text);
"""
)
info = TypeInfo.fetch(conn, f'"{name}"')
class InvDumper(StrDumper):
oid = info.oid
def dump(self, obj):
rv = super().dump(obj)
return b"%s-inv" % rv
info.register(conn)
conn.adapters.register_dumper(str, InvDumper)
assert sql.Literal("hello").as_string(conn) == f"'hello-inv'::\"{name}\""
cur = conn.execute(sql.SQL("select {}").format("hello"))
assert cur.fetchone()[0] == "hello-inv"
assert (
sql.Literal(["hello"]).as_string(conn) == f"'{{hello-inv}}'::\"{name}\"[]"
)
cur = conn.execute(sql.SQL("select {}").format(["hello"]))
assert cur.fetchone()[0] == ["hello-inv"]
class TestSQL:
def test_class(self):
assert issubclass(sql.SQL, sql.Composable)
def test_init(self):
assert isinstance(sql.SQL("foo"), sql.SQL)
assert isinstance(sql.SQL("foo"), sql.SQL)
with pytest.raises(TypeError):
sql.SQL(10) # type: ignore[arg-type]
with pytest.raises(TypeError):
sql.SQL(dt.date(2016, 12, 31)) # type: ignore[arg-type]
def test_repr(self, conn):
assert repr(sql.SQL("foo")) == "SQL('foo')"
assert str(sql.SQL("foo")) == "SQL('foo')"
assert sql.SQL("foo").as_string(conn) == "foo"
def test_eq(self):
assert sql.SQL("foo") == sql.SQL("foo")
assert sql.SQL("foo") != sql.SQL("bar")
assert sql.SQL("foo") != "foo"
assert sql.SQL("foo") != sql.Literal("foo")
def test_sum(self, conn):
obj = sql.SQL("foo") + sql.SQL("bar")
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == "foobar"
def test_sum_inplace(self, conn):
obj = sql.SQL("f") + sql.SQL("oo")
obj += sql.SQL("bar")
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == "foobar"
def test_multiply(self, conn):
obj = sql.SQL("foo") * 3
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == "foofoofoo"
def test_join(self, conn):
obj = sql.SQL(", ").join(
[sql.Identifier("foo"), sql.SQL("bar"), sql.Literal(42)]
)
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == '"foo", bar, 42'
obj = sql.SQL(", ").join(
sql.Composed([sql.Identifier("foo"), sql.SQL("bar"), sql.Literal(42)])
)
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == '"foo", bar, 42'
obj = sql.SQL(", ").join(["foo", "bar", 42])
assert isinstance(obj, sql.Composed)
assert obj.as_string(conn) == """'foo', 'bar', 42"""
obj2 = sql.SQL(", ").join([])
assert obj2 == sql.Composed([])
def test_as_string(self, conn):
assert sql.SQL("foo").as_string(conn) == "foo"
assert sql.SQL("foo").as_string() == "foo"
@pytest.mark.parametrize("encoding", ["utf8", crdb_encoding("latin9")])
def test_as_bytes(self, conn, encoding):
if encoding:
conn.execute(f"set client_encoding to {encoding}")
got = sql.SQL(eur).as_bytes(conn)
assert isinstance(got, bytes)
assert got == eur.encode(encoding)
def test_no_conn(self):
assert sql.SQL(eur).as_string() == eur
assert sql.SQL(eur).as_bytes() == eur.encode()
class TestComposed:
def test_class(self):
assert issubclass(sql.Composed, sql.Composable)
def test_repr(self):
obj = sql.Composed([sql.Literal("foo"), sql.Identifier("b'ar")])
assert repr(obj) == """Composed([Literal('foo'), Identifier("b'ar")])"""
assert str(obj) == repr(obj)
def test_eq(self):
L = [sql.Literal("foo"), sql.Identifier("b'ar")]
l2 = [sql.Literal("foo"), sql.Literal("b'ar")]
assert sql.Composed(L) == sql.Composed(list(L))
assert sql.Composed(L) != L
assert sql.Composed(L) != sql.Composed(l2)
def test_join(self, conn):
obj = sql.Composed([sql.Literal("foo"), sql.Identifier("b'ar")])
obj = obj.join(", ")
assert isinstance(obj, sql.Composed)
assert no_e(obj.as_string(conn)) == "'foo', \"b'ar\""
def test_auto_literal(self, conn):
obj = sql.Composed(["fo'o", dt.date(2020, 1, 1)])
obj = obj.join(", ")
assert isinstance(obj, sql.Composed)
assert no_e(obj.as_string(conn)) == "'fo''o', '2020-01-01'::date"
def test_sum(self, conn):
obj = sql.Composed([sql.SQL("foo ")])
obj = obj + sql.Literal("bar")
assert isinstance(obj, sql.Composed)
assert no_e(obj.as_string(conn)) == "foo 'bar'"
def test_sum_inplace(self, conn):
obj = sql.Composed([sql.SQL("foo ")])
obj += sql.Literal("bar")
assert isinstance(obj, sql.Composed)
assert no_e(obj.as_string(conn)) == "foo 'bar'"
obj = sql.Composed([sql.SQL("foo ")])
obj += sql.Composed([sql.Literal("bar")])
assert isinstance(obj, sql.Composed)
assert no_e(obj.as_string(conn)) == "foo 'bar'"
def test_iter(self):
obj = sql.Composed([sql.SQL("foo"), sql.SQL("bar")])
it = iter(obj)
i = next(it)
assert i == sql.SQL("foo")
i = next(it)
assert i == sql.SQL("bar")
with pytest.raises(StopIteration):
next(it)
def test_as_string(self, conn):
obj = sql.Composed([sql.SQL("foo"), sql.SQL("bar")])
assert obj.as_string(conn) == "foobar"
assert obj.as_string() == "foobar"
def test_as_bytes(self, conn):
obj = sql.Composed([sql.SQL("foo"), sql.SQL("bar")])
assert obj.as_bytes(conn) == b"foobar"
assert obj.as_bytes() == b"foobar"
@pytest.mark.parametrize("encoding", ["utf8", crdb_encoding("latin9")])
def test_as_bytes_encoding(self, conn, encoding):
obj = sql.Composed([sql.SQL("foo"), sql.SQL(eur)])
conn.execute(f"set client_encoding to {encoding}")
assert obj.as_bytes(conn) == ("foo" + eur).encode(encoding)
class TestPlaceholder:
def test_class(self):
assert issubclass(sql.Placeholder, sql.Composable)
@pytest.mark.parametrize("format", PyFormat)
def test_repr_format(self, conn, format):
ph = sql.Placeholder(format=format)
add = f"format={format.name}" if format != PyFormat.AUTO else ""
assert str(ph) == repr(ph) == f"Placeholder({add})"
@pytest.mark.parametrize("format", PyFormat)
def test_repr_name_format(self, conn, format):
ph = sql.Placeholder("foo", format=format)
add = f", format={format.name}" if format != PyFormat.AUTO else ""
assert str(ph) == repr(ph) == f"Placeholder('foo'{add})"
def test_bad_name(self):
with pytest.raises(ValueError):
sql.Placeholder(")")
def test_eq(self):
assert sql.Placeholder("foo") == sql.Placeholder("foo")
assert sql.Placeholder("foo") != sql.Placeholder("bar")
assert sql.Placeholder("foo") != "foo"
assert sql.Placeholder() == sql.Placeholder()
assert sql.Placeholder("foo") != sql.Placeholder()
assert sql.Placeholder("foo") != sql.Literal("foo")
@pytest.mark.parametrize("format", PyFormat)
def test_as_string(self, conn, format):
ph = sql.Placeholder(format=format)
assert ph.as_string(conn) == f"%{format.value}"
assert ph.as_string() == f"%{format.value}"
ph = sql.Placeholder(name="foo", format=format)
assert ph.as_string(conn) == f"%(foo){format.value}"
assert ph.as_string() == f"%(foo){format.value}"
@pytest.mark.parametrize("format", PyFormat)
def test_as_bytes(self, conn, format):
ph = sql.Placeholder(format=format)
assert isinstance(ph.as_bytes(), bytes)
assert ph.as_bytes(conn) == f"%{format.value}".encode()
assert ph.as_bytes() == f"%{format.value}".encode()
ph = sql.Placeholder(name="foo", format=format)
assert ph.as_bytes(conn) == f"%(foo){format.value}".encode()
assert ph.as_bytes() == f"%(foo){format.value}".encode()
def test_as_string():
query = sql.as_string(sql.SQL("select {}").format("foo"))
assert query == no_e("select 'foo'")
def test_as_string_context(conn):
conn.adapters.register_dumper(str, make_dumper("1"))
query = sql.as_string(sql.SQL("select {}").format("foo"), context=conn)
assert query == no_e("select 'foo1'")
def test_as_string_literal():
got = sql.as_string("query")
assert got == no_e("'query'")
got = sql.as_string(dt.date(1970, 1, 1))
assert got == no_e("'1970-01-01'::date")
def test_as_bytes():
query = sql.as_bytes(sql.SQL("select {}").format("foo"))
assert isinstance(query, bytes)
assert query == no_e(b"select 'foo'")
def test_as_bytes_context(conn):
conn.adapters.register_dumper(str, make_dumper("1"))
query = sql.as_bytes(sql.SQL("select {}").format("foo"), context=conn)
assert isinstance(query, bytes)
assert query == no_e(b"select 'foo1'")
def test_as_bytes_literal():
got = sql.as_bytes("query")
assert isinstance(got, bytes)
assert got == no_e(b"'query'")
got = sql.as_bytes(dt.date(1970, 1, 1))
assert isinstance(got, bytes)
assert got == no_e(b"'1970-01-01'::date")
class TestValues:
def test_null(self, conn):
assert isinstance(sql.NULL, sql.SQL)
assert sql.NULL.as_string(conn) == "NULL"
def test_default(self, conn):
assert isinstance(sql.DEFAULT, sql.SQL)
assert sql.DEFAULT.as_string(conn) == "DEFAULT"
def no_e(s):
"""Drop an eventual E from E'' quotes"""
if isinstance(s, (memoryview, bytearray)):
s = bytes(s)
if isinstance(s, str):
return re.sub(r"\bE'", "'", s)
elif isinstance(s, bytes):
return re.sub(rb"\bE'", b"'", s)
else:
raise TypeError(f"not dealing with {type(s).__name__}: {s}")
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