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mysql.py
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from typing import Any, ClassVar, Dict, Type, Union
import attrs
from data_diff.abcs.database_types import (
Datetime,
Timestamp,
Float,
Decimal,
Integer,
Text,
TemporalType,
FractionalType,
ColType_UUID,
Boolean,
Date,
)
from data_diff.databases.base import (
ThreadedDatabase,
import_helper,
ConnectError,
BaseDialect,
ThreadLocalInterpreter,
)
from data_diff.databases.base import (
MD5_HEXDIGITS,
CHECKSUM_HEXDIGITS,
TIMESTAMP_PRECISION_POS,
CHECKSUM_OFFSET,
)
@import_helper("mysql")
def import_mysql():
import mysql.connector
return mysql.connector
@attrs.define(frozen=False)
class Dialect(BaseDialect):
name = "MySQL"
ROUNDS_ON_PREC_LOSS = True
SUPPORTS_PRIMARY_KEY: ClassVar[bool] = True
SUPPORTS_INDEXES = True
TYPE_CLASSES = {
# Dates
"datetime": Datetime,
"timestamp": Timestamp,
"date": Date,
# Numbers
"double": Float,
"float": Float,
"decimal": Decimal,
"int": Integer,
"bigint": Integer,
"mediumint": Integer,
"smallint": Integer,
"tinyint": Integer,
# Text
"varchar": Text,
"char": Text,
"varbinary": Text,
"binary": Text,
"text": Text,
"mediumtext": Text,
"longtext": Text,
"tinytext": Text,
# Boolean
"boolean": Boolean,
}
def quote(self, s: str) -> str:
return f"`{s}`"
def to_string(self, s: str) -> str:
return f"cast({s} as char)"
def is_distinct_from(self, a: str, b: str) -> str:
return f"not ({a} <=> {b})"
def random(self) -> str:
return "RAND()"
def type_repr(self, t) -> str:
try:
return {
str: "VARCHAR(1024)",
}[t]
except KeyError:
return super().type_repr(t)
def explain_as_text(self, query: str) -> str:
return f"EXPLAIN FORMAT=TREE {query}"
def optimizer_hints(self, s: str):
return f"/*+ {s} */ "
def set_timezone_to_utc(self) -> str:
return "SET @@session.time_zone='+00:00'"
def md5_as_int(self, s: str) -> str:
return f"conv(substring(md5({s}), {1+MD5_HEXDIGITS-CHECKSUM_HEXDIGITS}), 16, 10) - {CHECKSUM_OFFSET}"
def md5_as_hex(self, s: str) -> str:
return f"md5({s})"
def normalize_timestamp(self, value: str, coltype: TemporalType) -> str:
if coltype.rounds:
return self.to_string(f"cast( cast({value} as datetime({coltype.precision})) as datetime(6))")
s = self.to_string(f"cast({value} as datetime(6))")
return f"RPAD(RPAD({s}, {TIMESTAMP_PRECISION_POS+coltype.precision}, '.'), {TIMESTAMP_PRECISION_POS+6}, '0')"
def normalize_number(self, value: str, coltype: FractionalType) -> str:
return self.to_string(f"cast({value} as decimal(38, {coltype.precision}))")
def normalize_uuid(self, value: str, coltype: ColType_UUID) -> str:
return f"TRIM(CAST({value} AS char))"
@attrs.define(frozen=False, init=False, kw_only=True)
class MySQL(ThreadedDatabase):
DIALECT_CLASS: ClassVar[Type[BaseDialect]] = Dialect
SUPPORTS_ALPHANUMS = False
SUPPORTS_UNIQUE_CONSTAINT = True
CONNECT_URI_HELP = "mysql://<user>:<password>@<host>/<database>"
CONNECT_URI_PARAMS = ["database?"]
_args: Dict[str, Any]
def __init__(self, *, thread_count, **kw) -> None:
super().__init__(thread_count=thread_count)
self._args = kw
# In MySQL schema and database are synonymous
try:
self.default_schema = kw["database"]
except KeyError:
raise ValueError("MySQL URL must specify a database")
def create_connection(self):
mysql = import_mysql()
try:
return mysql.connect(charset="utf8", use_unicode=True, **self._args)
except mysql.Error as e:
if e.errno == mysql.errorcode.ER_ACCESS_DENIED_ERROR:
raise ConnectError("Bad user name or password") from e
elif e.errno == mysql.errorcode.ER_BAD_DB_ERROR:
raise ConnectError("Database does not exist") from e
raise ConnectError(*e.args) from e
def _query_in_worker(self, sql_code: Union[str, ThreadLocalInterpreter]):
"This method runs in a worker thread"
if self._init_error:
raise self._init_error
if not self.thread_local.conn.is_connected():
self.thread_local.conn.ping(reconnect=True, attempts=3, delay=5)
return self._query_conn(self.thread_local.conn, sql_code)