@@ -126,16 +126,16 @@ def check_model(self, model, database, mock_post):
126126 f'Finetune { model .project .name } .{ model_name } FROM d1 (select a from t1)'
127127 )
128128
129- model .retrain (query , options = { 'x' : 2 })
129+ model .retrain (query , options = {'x' : 2 })
130130 check_sql_call (
131131 mock_post ,
132132 f'RETRAIN { model .project .name } .{ model_name } FROM { query .database } ({ query .sql } ) USING x=2'
133133 )
134134
135- model .retrain ('select a from t1' , database = 'd1' )
135+ model .retrain ('select a from t1' , database = 'd1' , engine = 'openai' )
136136 check_sql_call (
137137 mock_post ,
138- f'RETRAIN { model .project .name } .{ model_name } FROM d1 (select a from t1)'
138+ f'RETRAIN { model .project .name } .{ model_name } FROM d1 (select a from t1) USING engine= \' openai \' '
139139 )
140140
141141 # describe
@@ -181,10 +181,15 @@ class Test(BaseFlow):
181181 @patch ('requests.Session.put' )
182182 @patch ('requests.Session.post' )
183183 def test_flow (self , mock_post , mock_put ):
184+ # check local
185+ server = mindsdb_sdk .connect ()
186+ str (server )
184187
188+ assert server .api .url == 'http://127.0.0.1:47334'
189+
190+ # check cloud login
185191 server = mindsdb_sdk .connect (login = 'a@b.com' )
186192
187- # check login
188193 call_args = mock_post .call_args
189194 assert call_args [0 ][0 ] == 'https://cloud.mindsdb.com/cloud/login'
190195 assert call_args [1 ]['json' ]['email' ] == 'a@b.com'
@@ -197,6 +202,7 @@ def test_flow(self, mock_post, mock_put):
197202 check_sql_call (mock_post , "select NAME from information_schema.databases where TYPE='data'" )
198203
199204 database = databases [0 ]
205+ str (database )
200206 assert database .name == 'db1'
201207 self .check_database (database )
202208
@@ -364,6 +370,7 @@ def check_project_models(self, project, database, mock_post):
364370 f'CREATE PREDICTOR m2 FROM example_db (select * from t1) PREDICT price ORDER BY date GROUP BY a, b WINDOW 10 HORIZON 2 USING module="LightGBM", `engine`="lightwood"'
365371 )
366372 assert model .name == 'm2'
373+ model .wait_complete ()
367374 self .check_model (model , database )
368375
369376 # create, using deferred query.
@@ -373,6 +380,7 @@ def check_project_models(self, project, database, mock_post):
373380 predict = 'price' ,
374381 query = query ,
375382 )
383+ str (query )
376384
377385 check_sql_call (
378386 mock_post ,
@@ -599,6 +607,7 @@ def test_flow(self, mock_post, mock_put):
599607 self .check_project (project , database )
600608
601609 project = con .projects .create ('proj1' )
610+ str (project )
602611 check_sql_call (
603612 mock_post , 'CREATE DATABASE proj1 WITH ENGINE = "mindsdb", PARAMETERS = {}' )
604613 self .check_project (project , database )
@@ -755,6 +764,7 @@ def check_project_models(self, project, database, mock_post):
755764
756765 models = project .models .list ()
757766 model = models [0 ] # Model object
767+ str (model )
758768
759769 assert model .name == 'm1'
760770 assert model .get_status () == 'complete'
@@ -784,7 +794,7 @@ def check_project_models(self, project, database, mock_post):
784794 'window' : 10 ,
785795 'horizon' : 2
786796 },
787- module = 'LightGBM' , # has to be in options
797+ module = 'LightGBM' , # has to be in options
788798 )
789799 check_sql_call (
790800 mock_post ,
@@ -904,6 +914,11 @@ def check_database(self, database, mock_post):
904914 table2 = database .tables .create ('t2' , query )
905915 check_sql_call (mock_post , f'create table { database .name } .t2 (select * from tbl1)' )
906916
917+ # create with replace
918+ database .tables .create ('t2' , query , replace = True )
919+ check_sql_call (mock_post , f'create or replace table { database .name } .t2 (select * from tbl1)' )
920+
921+
907922 assert table2 .name == 't2'
908923 self .check_table (table2 )
909924
@@ -962,7 +977,9 @@ def check_project_jobs(self, project, mock_post):
962977 assert job .name == 'job1'
963978 assert job .query_str == 'select 1'
964979
980+ dir (project .jobs )
965981 job = project .jobs .job1
982+ str (job )
966983 assert job .name == 'job1'
967984 assert job .query_str == 'select 1'
968985
@@ -972,6 +989,13 @@ def check_project_jobs(self, project, mock_post):
972989 f"select * from jobs where name = 'job1'"
973990 )
974991
992+ job .get_history ()
993+
994+ check_sql_call (
995+ mock_post ,
996+ f"select * from jobs_history where name = 'job1'"
997+ )
998+
975999 project .jobs .create (
9761000 name = 'job2' ,
9771001 query_str = 'retrain m1' ,
@@ -986,6 +1010,17 @@ def check_project_jobs(self, project, mock_post):
9861010 call_stack_num = - 2
9871011 )
9881012
1013+ project .jobs .create (
1014+ name = 'job2' ,
1015+ query_str = 'retrain m1'
1016+ )
1017+
1018+ check_sql_call (
1019+ mock_post ,
1020+ f"CREATE JOB job2 (retrain m1)" ,
1021+ call_stack_num = - 2
1022+ )
1023+
9891024 project .jobs .drop ('job2' )
9901025
9911026 check_sql_call (
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