Hi I am using psycopg2 for postgres access.
I am trying to understand where "cursor" stores the returned rows. Does it store it in the database as a temporary table or is it on the clients end?
Does cursor (when you specify to fetch many rows) hit the database a query at a time or does it hit the database once ,get the first set of results then when you iterate over the returned values, it gets the next set (buffering).
I have read multiple articles on cursor but nothing really gives the inner working...
Thank you.
A dive into how cursors work in PostgreSQL.The query is first parsed into a query tree by the planner/optimizer. The executor will then process the query tree and return the results incrementally, as described here. Every time a FETCH command is issued, the executor will run the top node of the query tree once.
A Cursor can only be declared inside a transaction. The cursor does not calculate the data but only prepares the query so that your data can be created when FETCH is called. In the end, simply commit the transaction.
A cursor is very important in PostgreSQL, using a cursor in PostgreSQL, it is possible to encapsulate the query instead of executing a whole query at once; after encapsulating query, it is possible to read few rows from the result set, the main purpose of doing this is to avoid memory consumption of database server if ...
It is an object that is used to make the connection for executing SQL queries. It acts as middleware between SQLite database connection and SQL query. It is created after giving connection to SQLite database.
The dataset for a cursor is prepared by the server at the time of execution of the first FETCH. The client application receives only the results of subsequent FETCH statements.
If the server cannot use indexes to maintain a cursor, the temporary dataset is created. You can perform this simple test:
create table test(i int, v text);
insert into test
select i, i::text
from generate_series(1, 5000000) i;
Execute the statements in this script one by one:
begin;
declare cur cursor
for select * from test
order by random(); -- 17 ms
fetch next cur; -- 37294 ms (*)
fetch next cur; -- 0 ms
fetch prior cur; -- 0 ms
fetch absolute 1000000 cur; -- 181 ms
fetch relative 1000000 cur; -- 163 ms
fetch first cur; -- 0 ms
fetch last cur; -- 0 ms
rollback;
First FETCH (*) performs roughly around the same time as the creation of a similar temporary table:
create temp table temp_test as
select * from test
order by random(); -- 51684 ms
Some drivers may have their own implementation of cursor on client side. This should be explicitly described in the driver's documentation.
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