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dbapi.py
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
This module implements the Python DBAPI 2.0 as described in
https://www.python.org/dev/peps/pep-0249/ .
Fetch methods returns rows as a list of lists on purpose to let the caller
decide to convert then to a list of tuples.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from typing import Any, List, Optional # NOQA for mypy types
import datetime
from presto import constants
import presto.exceptions
import presto.client
import presto.logging
import presto.redirect
from presto.transaction import Transaction, IsolationLevel, NO_TRANSACTION
__all__ = ["connect", "Connection", "Cursor"]
apilevel = "2.0"
threadsafety = 2
logger = presto.logging.get_logger(__name__)
def connect(*args, **kwargs):
"""Constructor for creating a connection to the database.
See class :py:class:`Connection` for arguments.
:returns: a :py:class:`Connection` object.
"""
return Connection(*args, **kwargs)
class Connection(object):
"""Presto supports transactions and the ability to either commit or rollback
a sequence of SQL statements. A single query i.e. the execution of a SQL
statement, can also be cancelled. Transactions are not supported by this
client implementation yet.
"""
def __init__(
self,
host,
port=constants.DEFAULT_PORT,
user=None,
source=constants.DEFAULT_SOURCE,
catalog=constants.DEFAULT_CATALOG,
schema=constants.DEFAULT_SCHEMA,
session_properties=None,
http_headers=None,
http_scheme=constants.HTTP,
auth=constants.DEFAULT_AUTH,
redirect_handler=presto.redirect.GatewayRedirectHandler(),
max_attempts=constants.DEFAULT_MAX_ATTEMPTS,
request_timeout=constants.DEFAULT_REQUEST_TIMEOUT,
isolation_level=IsolationLevel.AUTOCOMMIT,
):
self.host = host
self.port = port
self.user = user
self.source = source
self.catalog = catalog
self.schema = schema
self.session_properties = session_properties
# mypy cannot follow module import
self._http_session = presto.client.PrestoRequest.http.Session()
self.http_headers = http_headers
self.http_scheme = http_scheme
self.auth = auth
self.redirect_handler = redirect_handler
self.max_attempts = max_attempts
self.request_timeout = request_timeout
self._isolation_level = isolation_level
self._request = None
self._transaction = None
@property
def isolation_level(self):
return self._isolation_level
@property
def transaction(self):
return self._transaction
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, traceback):
try:
self.commit()
except Exception:
self.rollback()
else:
self.close()
def close(self):
"""Presto does not have anything to close"""
# TODO cancel outstanding queries?
pass
def start_transaction(self):
self._transaction = Transaction(self._create_request())
self._transaction.begin()
return self._transaction
def commit(self):
if self.transaction is None:
return
self._transaction.commit()
self._transaction = None
def rollback(self):
if self.transaction is None:
raise RuntimeError("no transaction was started")
self._transaction.rollback()
self._transaction = None
def _create_request(self):
return presto.client.PrestoRequest(
self.host,
self.port,
self.user,
self.source,
self.catalog,
self.schema,
self.session_properties,
self._http_session,
self.http_headers,
NO_TRANSACTION,
self.http_scheme,
self.auth,
self.redirect_handler,
self.max_attempts,
self.request_timeout,
)
def cursor(self):
"""Return a new :py:class:`Cursor` object using the connection."""
if self.isolation_level != IsolationLevel.AUTOCOMMIT:
if self.transaction is None:
self.start_transaction()
request = self.transaction._request
else:
request = self._create_request()
return Cursor(self, request)
class Cursor(object):
"""Database cursor.
Cursors are not isolated, i.e., any changes done to the database by a
cursor are immediately visible by other cursors or connections.
"""
def __init__(self, connection, request):
if not isinstance(connection, Connection):
raise ValueError(
"connection must be a Connection object: {}".format(type(connection))
)
self._connection = connection
self._request = request
self.arraysize = 1
self._iterator = None
self._query = None
@property
def connection(self):
return self._connection
@property
def description(self):
if self._query.columns is None:
return None
# [ (name, type_code, display_size, internal_size, precision, scale, null_ok) ]
return [
(col["name"], col["type"], None, None, None, None, None)
for col in self._query.columns
]
@property
def rowcount(self):
"""Not supported.
Presto cannot reliablity determine the number of rows returned by an
operation. For example, the result of a SELECT query is streamed and
the number of rows is only knowns when all rows have been retrieved.
"""
return -1
@property
def stats(self):
if self._query is not None:
return self._query.stats
return None
@property
def warnings(self):
if self._query is not None:
return self._query.warnings
return None
def poll(self):
return self._query.poll()
def setinputsizes(self, sizes):
raise presto.exceptions.NotSupportedError
def setoutputsize(self, size, column):
raise presto.exceptions.NotSupportedError
def execute(self, operation, params=None):
self._query = presto.client.PrestoQuery(self._request, sql=operation).execute()
return self._query
def executemany(self, operation, seq_of_params):
raise presto.exceptions.NotSupportedError
def fetchone(self):
# type: () -> Optional[List[Any]]
"""
PEP-0249: Fetch the next row of a query result set, returning a single
sequence, or None when no more data is available.
An Error (or subclass) exception is raised if the previous call to
.execute*() did not produce any result set or no call was issued yet.
"""
result = self.fetchmany(1)
if len(result) != 1:
return None
return result[0]
def fetchmany(self, size=None):
# type: (Optional[int]) -> List[List[Any]]
"""
PEP-0249: Fetch the next set of rows of a query result, returning a
sequence of sequences (e.g. a list of tuples). An empty sequence is
returned when no more rows are available.
The number of rows to fetch per call is specified by the parameter. If
it is not given, the cursor's arraysize determines the number of rows
to be fetched. The method should try to fetch as many rows as indicated
by the size parameter. If this is not possible due to the specified
number of rows not being available, fewer rows may be returned.
An Error (or subclass) exception is raised if the previous call to
.execute*() did not produce any result set or no call was issued yet.
Note there are performance considerations involved with the size
parameter. For optimal performance, it is usually best to use the
.arraysize attribute. If the size parameter is used, then it is best
for it to retain the same value from one .fetchmany() call to the next.
"""
if size is None:
size = self.arraysize
result = []
iterator = iter(self._query)
for _ in range(size):
try:
result.append(next(iterator))
except StopIteration:
break
except prestodb.exceptions.HttpError as err:
raise prestodb.exceptions.OperationalError(str(err))
return result
def genall(self):
return self._query
def fetchall(self):
# type: () -> List[List[Any]]
return list(self.genall())
def cancel(self):
if self._query is None:
raise presto.exceptions.OperationalError(
"Cancel query failed; no running query"
)
self._query.cancel()
def close(self):
self._connection.close()
Date = datetime.date
Time = datetime.time
Timestamp = datetime.datetime
DateFromTicks = datetime.date.fromtimestamp
TimestampFromTicks = datetime.datetime.fromtimestamp
def TimeFromTicks(ticks):
return datetime.time(*datetime.localtime(ticks)[3:6])
def Binary(string):
return string.encode("utf-8")
class DBAPITypeObject:
def __init__(self, *values):
self.values = [v.lower() for v in values]
def __eq__(self, other):
return other.lower() in self.values
STRING = DBAPITypeObject("VARCHAR", "CHAR", "VARBINARY", "JSON", "IPADDRESS")
BINARY = DBAPITypeObject(
"ARRAY", "MAP", "ROW", "HyperLogLog", "P4HyperLogLog", "QDigest"
)
NUMBER = DBAPITypeObject(
"BOOLEAN", "TINYINT", "SMALLINT", "INTEGER", "BIGINT", "REAL", "DOUBLE", "DECIMAL"
)
DATETIME = DBAPITypeObject(
"DATE",
"TIME",
"TIME WITH TIME ZONE",
"TIMESTAMP",
"TIMESTAMP WITH TIME ZONE",
"INTERVAL YEAR TO MONTH",
"INTERVAL DAY TO SECOND",
)
ROWID = DBAPITypeObject() # nothing indicates row id in Presto