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import re
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import sys
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import unittest
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- from unittest .mock import patch , MagicMock , Mock
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+ from unittest .mock import patch , MagicMock , Mock , PropertyMock
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import itertools
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from decimal import Decimal
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from datetime import datetime , date
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+ from databricks .sql .thrift_api .TCLIService .ttypes import (
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+ TOpenSessionResp ,
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+ TExecuteStatementResp ,
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+ )
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+ from databricks .sql .thrift_backend import ThriftBackend
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+
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import databricks .sql
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import databricks .sql .client as client
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from databricks .sql import InterfaceError , DatabaseError , Error , NotSupportedError
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from tests .unit .test_thrift_backend import ThriftBackendTestSuite
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from tests .unit .test_arrow_queue import ArrowQueueSuite
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+ class ThriftBackendMockFactory :
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+
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+ @classmethod
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+ def new (cls ):
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+ ThriftBackendMock = Mock (spec = ThriftBackend )
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+ ThriftBackendMock .return_value = ThriftBackendMock
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+
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+ cls .apply_property_to_mock (ThriftBackendMock , staging_allowed_local_path = None )
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+ MockTExecuteStatementResp = MagicMock (spec = TExecuteStatementResp ())
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+
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+ cls .apply_property_to_mock (
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+ MockTExecuteStatementResp ,
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+ description = None ,
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+ arrow_queue = None ,
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+ is_staging_operation = False ,
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+ command_handle = b"\x22 " ,
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+ has_been_closed_server_side = True ,
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+ has_more_rows = True ,
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+ lz4_compressed = True ,
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+ arrow_schema_bytes = b"schema" ,
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+ )
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+
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+ ThriftBackendMock .execute_command .return_value = MockTExecuteStatementResp
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+
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+ return ThriftBackendMock
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+
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+ @classmethod
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+ def apply_property_to_mock (self , mock_obj , ** kwargs ):
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+ """
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+ Apply a property to a mock object.
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+ """
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+
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+ for key , value in kwargs .items ():
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+ if value is not None :
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+ kwargs = {"return_value" : value }
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+ else :
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+ kwargs = {}
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+
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+ prop = PropertyMock (** kwargs )
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+ setattr (type (mock_obj ), key , prop )
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+
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+
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+
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+
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+
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class ClientTestSuite (unittest .TestCase ):
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"""
@@ -32,13 +83,16 @@ class ClientTestSuite(unittest.TestCase):
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_close_uses_the_correct_session_id (self , mock_client_class ):
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instance = mock_client_class .return_value
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- instance .open_session .return_value = b'\x22 '
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+
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+ mock_open_session_resp = MagicMock (spec = TOpenSessionResp )()
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+ mock_open_session_resp .sessionHandle .sessionId = b'\x22 '
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+ instance .open_session .return_value = mock_open_session_resp
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connection = databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS )
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connection .close ()
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# Check the close session request has an id of x22
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- close_session_id = instance .close_session .call_args [0 ][0 ]
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+ close_session_id = instance .close_session .call_args [0 ][0 ]. sessionId
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self .assertEqual (close_session_id , b'\x22 ' )
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
@@ -71,7 +125,7 @@ def test_auth_args(self, mock_client_class):
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for args in connection_args :
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connection = databricks .sql .connect (** args )
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- host , port , http_path , _ = mock_client_class .call_args [0 ]
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+ host , port , http_path , * _ = mock_client_class .call_args [0 ]
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self .assertEqual (args ["server_hostname" ], host )
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self .assertEqual (args ["http_path" ], http_path )
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connection .close ()
@@ -84,14 +138,6 @@ def test_http_header_passthrough(self, mock_client_class):
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call_args = mock_client_class .call_args [0 ][3 ]
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self .assertIn (("foo" , "bar" ), call_args )
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- @patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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- def test_authtoken_passthrough (self , mock_client_class ):
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- databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS )
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-
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- headers = mock_client_class .call_args [0 ][3 ]
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-
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- self .assertIn (("Authorization" , "Bearer tok" ), headers )
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-
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_tls_arg_passthrough (self , mock_client_class ):
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databricks .sql .connect (
@@ -123,9 +169,9 @@ def test_useragent_header(self, mock_client_class):
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http_headers = mock_client_class .call_args [0 ][3 ]
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self .assertIn (user_agent_header_with_entry , http_headers )
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- @patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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+ @patch ("%s.client.ThriftBackend" % PACKAGE_NAME , ThriftBackendMockFactory . new () )
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@patch ("%s.client.ResultSet" % PACKAGE_NAME )
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- def test_closing_connection_closes_commands (self , mock_result_set_class , mock_client_class ):
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+ def test_closing_connection_closes_commands (self , mock_result_set_class ):
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# Test once with has_been_closed_server side, once without
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for closed in (True , False ):
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with self .subTest (closed = closed ):
@@ -185,10 +231,11 @@ def test_closing_result_set_hard_closes_commands(self):
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@patch ("%s.client.ResultSet" % PACKAGE_NAME )
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def test_executing_multiple_commands_uses_the_most_recent_command (self , mock_result_set_class ):
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+
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mock_result_sets = [Mock (), Mock ()]
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mock_result_set_class .side_effect = mock_result_sets
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- cursor = client .Cursor (Mock (), Mock ())
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+ cursor = client .Cursor (connection = Mock (), thrift_backend = ThriftBackendMockFactory . new ())
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cursor .execute ("SELECT 1;" )
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cursor .execute ("SELECT 1;" )
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@@ -227,13 +274,16 @@ def test_context_manager_closes_cursor(self):
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_context_manager_closes_connection (self , mock_client_class ):
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instance = mock_client_class .return_value
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- instance .open_session .return_value = b'\x22 '
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+
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+ mock_open_session_resp = MagicMock (spec = TOpenSessionResp )()
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+ mock_open_session_resp .sessionHandle .sessionId = b'\x22 '
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+ instance .open_session .return_value = mock_open_session_resp
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with databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS ) as connection :
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pass
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# Check the close session request has an id of x22
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- close_session_id = instance .close_session .call_args [0 ][0 ]
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+ close_session_id = instance .close_session .call_args [0 ][0 ]. sessionId
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self .assertEqual (close_session_id , b'\x22 ' )
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def dict_product (self , dicts ):
@@ -363,39 +413,39 @@ def test_initial_namespace_passthrough(self, mock_client_class):
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self .assertEqual (mock_client_class .return_value .open_session .call_args [0 ][2 ], mock_schem )
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def test_execute_parameter_passthrough (self ):
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- mock_thrift_backend = Mock ()
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+ mock_thrift_backend = ThriftBackendMockFactory . new ()
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cursor = client .Cursor (Mock (), mock_thrift_backend )
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- tests = [("SELECT %(string_v)s" , "SELECT 'foo_12345'" , {
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- "string_v" : "foo_12345"
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- }), ("SELECT %(x)s" , "SELECT NULL" , {
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- "x" : None
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- }), ("SELECT %(int_value)d" , "SELECT 48" , {
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- "int_value" : 48
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- }), ("SELECT %(float_value).2f" , "SELECT 48.20" , {
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- "float_value" : 48.2
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- }), ("SELECT %(iter)s" , "SELECT (1,2,3,4,5)" , {
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- "iter" : [1 , 2 , 3 , 4 , 5 ]
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- }),
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- ("SELECT %(datetime)s" , "SELECT '2022-02-01 10:23:00.000000'" , {
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- "datetime" : datetime (2022 , 2 , 1 , 10 , 23 )
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- }), ("SELECT %(date)s" , "SELECT '2022-02-01'" , {
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- "date" : date (2022 , 2 , 1 )
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- })]
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+ tests = [
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+ ("SELECT %(string_v)s" , "SELECT 'foo_12345'" , {"string_v" : "foo_12345" }),
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+ ("SELECT %(x)s" , "SELECT NULL" , {"x" : None }),
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+ ("SELECT %(int_value)d" , "SELECT 48" , {"int_value" : 48 }),
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+ ("SELECT %(float_value).2f" , "SELECT 48.20" , {"float_value" : 48.2 }),
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+ ("SELECT %(iter)s" , "SELECT (1,2,3,4,5)" , {"iter" : [1 , 2 , 3 , 4 , 5 ]}),
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+ (
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+ "SELECT %(datetime)s" ,
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+ "SELECT '2022-02-01 10:23:00.000000'" ,
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+ {"datetime" : datetime (2022 , 2 , 1 , 10 , 23 )},
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+ ),
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+ ("SELECT %(date)s" , "SELECT '2022-02-01'" , {"date" : date (2022 , 2 , 1 )}),
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+ ]
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for query , expected_query , params in tests :
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cursor .execute (query , parameters = params )
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- self .assertEqual (mock_thrift_backend .execute_command .call_args [1 ]["operation" ],
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- expected_query )
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+ self .assertEqual (
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+ mock_thrift_backend .execute_command .call_args [1 ]["operation" ],
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+ expected_query ,
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+ )
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+ @patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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@patch ("%s.client.ResultSet" % PACKAGE_NAME )
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def test_executemany_parameter_passhthrough_and_uses_last_result_set (
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- self , mock_result_set_class ):
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+ self , mock_result_set_class , mock_thrift_backend ):
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# Create a new mock result set each time the class is instantiated
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mock_result_set_instances = [Mock (), Mock (), Mock ()]
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mock_result_set_class .side_effect = mock_result_set_instances
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- mock_thrift_backend = Mock ()
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- cursor = client .Cursor (Mock (), mock_thrift_backend )
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+ mock_thrift_backend = ThriftBackendMockFactory . new ()
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+ cursor = client .Cursor (Mock (), mock_thrift_backend () )
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params = [{"x" : None }, {"x" : "foo1" }, {"x" : "bar2" }]
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expected_queries = ["SELECT NULL" , "SELECT 'foo1'" , "SELECT 'bar2'" ]
@@ -434,6 +484,7 @@ def test_rollback_not_supported(self, mock_thrift_backend_class):
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with self .assertRaises (NotSupportedError ):
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c .rollback ()
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+ @unittest .skip ("JDW: skipping winter 2024 as we're about to rewrite this interface" )
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_row_number_respected (self , mock_thrift_backend_class ):
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def make_fake_row_slice (n_rows ):
@@ -458,6 +509,7 @@ def make_fake_row_slice(n_rows):
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cursor .fetchmany_arrow (6 )
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self .assertEqual (cursor .rownumber , 29 )
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+ @unittest .skip ("JDW: skipping winter 2024 as we're about to rewrite this interface" )
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_disable_pandas_respected (self , mock_thrift_backend_class ):
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mock_thrift_backend = mock_thrift_backend_class .return_value
@@ -509,21 +561,27 @@ def test_column_name_api(self):
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_finalizer_closes_abandoned_connection (self , mock_client_class ):
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instance = mock_client_class .return_value
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- instance .open_session .return_value = b'\x22 '
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+
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+ mock_open_session_resp = MagicMock (spec = TOpenSessionResp )()
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+ mock_open_session_resp .sessionHandle .sessionId = b'\x22 '
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+ instance .open_session .return_value = mock_open_session_resp
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databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS )
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# not strictly necessary as the refcount is 0, but just to be sure
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gc .collect ()
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# Check the close session request has an id of x22
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- close_session_id = instance .close_session .call_args [0 ][0 ]
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+ close_session_id = instance .close_session .call_args [0 ][0 ]. sessionId
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self .assertEqual (close_session_id , b'\x22 ' )
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@patch ("%s.client.ThriftBackend" % PACKAGE_NAME )
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def test_cursor_keeps_connection_alive (self , mock_client_class ):
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instance = mock_client_class .return_value
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- instance .open_session .return_value = b'\x22 '
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+
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+ mock_open_session_resp = MagicMock (spec = TOpenSessionResp )()
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+ mock_open_session_resp .sessionHandle .sessionId = b'\x22 '
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+ instance .open_session .return_value = mock_open_session_resp
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connection = databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS )
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cursor = connection .cursor ()
@@ -534,20 +592,23 @@ def test_cursor_keeps_connection_alive(self, mock_client_class):
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self .assertEqual (instance .close_session .call_count , 0 )
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cursor .close ()
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- @patch ("%s.client.ThriftBackend " % PACKAGE_NAME )
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+ @patch ("%s.utils.ExecuteResponse " % PACKAGE_NAME , autospec = True )
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@patch ("%s.client.Cursor._handle_staging_operation" % PACKAGE_NAME )
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- @patch ("%s.utils.ExecuteResponse " % PACKAGE_NAME )
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+ @patch ("%s.client.ThriftBackend " % PACKAGE_NAME )
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def test_staging_operation_response_is_handled (self , mock_client_class , mock_handle_staging_operation , mock_execute_response ):
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# If server sets ExecuteResponse.is_staging_operation True then _handle_staging_operation should be called
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- mock_execute_response .is_staging_operation = True
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+
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+ ThriftBackendMockFactory .apply_property_to_mock (mock_execute_response , is_staging_operation = True )
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+ mock_client_class .execute_command .return_value = mock_execute_response
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+ mock_client_class .return_value = mock_client_class
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connection = databricks .sql .connect (** self .DUMMY_CONNECTION_ARGS )
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cursor = connection .cursor ()
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cursor .execute ("Text of some staging operation command;" )
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connection .close ()
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- mock_handle_staging_operation .assert_called_once_with ()
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+ mock_handle_staging_operation .call_count == 1
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if __name__ == '__main__' :
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