Is there an elegant way to do an INSERT ... ON DUPLICATE KEY UPDATE
in SQLAlchemy? I mean something with a syntax similar to inserter.insert().execute(lis
It's depends upon you. If you want to replace then pass OR REPLACE
in prefixes
def bulk_insert(self,objects,table):
#table: Your table class and objects are list of dictionary [{col1:val1, col2:vale}]
for counter,row in enumerate(objects):
inserter = table.__table__.insert(prefixes=['OR IGNORE'], values=row)
try:
self.db.execute(inserter)
except Exception as E:
print E
if counter % 100 == 0:
self.db.commit()
self.db.commit()
Here commit interval can be changed to speed up or speed down
Got a simpler solution:
from sqlalchemy.ext.compiler import compiles
from sqlalchemy.sql.expression import Insert
@compiles(Insert)
def replace_string(insert, compiler, **kw):
s = compiler.visit_insert(insert, **kw)
s = s.replace("INSERT INTO", "REPLACE INTO")
return s
my_connection.execute(my_table.insert(replace_string=""), my_values)
I should mention that ever since the v1.2 release, the SQLAlchemy 'core' has a solution to the above with that's built in and can be seen under here (copied snippet below):
from sqlalchemy.dialects.mysql import insert
insert_stmt = insert(my_table).values(
id='some_existing_id',
data='inserted value')
on_duplicate_key_stmt = insert_stmt.on_duplicate_key_update(
data=insert_stmt.inserted.data,
status='U'
)
conn.execute(on_duplicate_key_stmt)