Can someone please give an example to understand this?
After executing a query, a MySQLCursorBuffered cursor fetches the entire result set from the server and buffers the rows. For queries executed using a buffered cursor, row-fetching methods such as fetchone() return rows from the set of buffered rows. For nonbuffered cursors, rows are not fetched from the server until a row-fetching method is called. In this case, you must be sure to fetch all rows of the result set before executing any other statements on the same connection, or an InternalError (Unread result found) exception will be raised.
Thanks
Cursor buffering is a way to obtain better throughput when fetching a large number of rows. It consists of having the lower layers of the database library fetch more than one row at a time from the database server. By default, rows are obtained one at a time from the database server.
(A buffered cursor fetches and buffers the rows of a result set after executing a query; see Section 10.6. 1, “cursor. MySQLCursorBuffered Class”.) This way, it is unnecessary to fetch the rows in a new variables. Instead, the cursor can be used as an iterator.
Advertisements. The MySQLCursor of mysql-connector-python (and similar libraries) is used to execute statements to communicate with the MySQL database. Using the methods of it you can execute SQL statements, fetch data from the result sets, call procedures.
class cursor. Allows Python code to execute PostgreSQL command in a database session. Cursors are created by the connection. cursor() method: they are bound to the connection for the entire lifetime and all the commands are executed in the context of the database session wrapped by the connection.
I can think of two ways these two types of Cursor
s are different.
The first way is that if you execute a query using a buffered cursor, you can get the number of rows returned by checking MySQLCursorBuffered.rowcount
. However, the rowcount
attribute of an unbuffered cursor returns -1
right after the execute
method is called. This, basically, means that the entire result set has not yet been fetched from the server. Furthermore, the rowcount
attribute of an unbuffered cursor increases as you fetch rows from it, while the rowcount
attribute of a buffered cursor remains the same, as you fetch rows from it.
The following snippet code tries to illustrate the points made above:
import mysql.connector
conn = mysql.connector.connect(database='db',
user='username',
password='pass',
host='localhost',
port=3306)
buffered_cursor = conn.cursor(buffered=True)
unbuffered_cursor = conn.cursor(buffered=False)
create_query = """
drop table if exists people;
create table if not exists people (
personid int(10) unsigned auto_increment,
firstname varchar(255),
lastname varchar(255),
primary key (personid)
);
insert into people (firstname, lastname)
values ('Jon', 'Bon Jovi'),
('David', 'Bryan'),
('Tico', 'Torres'),
('Phil', 'Xenidis'),
('Hugh', 'McDonald')
"""
# Create and populate a table
results = buffered_cursor.execute(create_query, multi=True)
conn.commit()
buffered_cursor.execute("select * from people")
print("Row count from a buffer cursor:", buffered_cursor.rowcount)
unbuffered_cursor.execute("select * from people")
print("Row count from an unbuffered cursor:", unbuffered_cursor.rowcount)
print()
print("Fetching rows from a buffered cursor: ")
while True:
try:
row = next(buffered_cursor)
print("Row:", row)
print("Row count:", buffered_cursor.rowcount)
except StopIteration:
break
print()
print("Fetching rows from an unbuffered cursor: ")
while True:
try:
row = next(unbuffered_cursor)
print("Row:", row)
print("Row count:", unbuffered_cursor.rowcount)
except StopIteration:
break
The above snippet should return something like the following:
Row count from a buffered reader: 5
Row count from an unbuffered reader: -1
Fetching rows from a buffered cursor:
Row: (1, 'Jon', 'Bon Jovi')
Row count: 5
Row: (2, 'David', 'Bryan')
Row count: 5
Row: (3, 'Tico', 'Torres')
Row count: 5
Row: (4, 'Phil', 'Xenidis')
Row count: 5
Row: (5, 'Hugh', 'McDonald')
Row: 5
Fetching rows from an unbuffered cursor:
Row: (1, 'Jon', 'Bon Jovi')
Row count: 1
Row: (2, 'David', 'Bryan')
Row count: 2
Row: (3, 'Tico', 'Torres')
Row count: 3
Row: (4, 'Phil', 'Xenidis')
Row count: 4
Row: (5, 'Hugh', 'McDonald')
Row count: 5
As you can see, the rowcount
attribute for the unbuffered cursor starts at -1
and increases as we loop through the result it generates. This is not the case with the buffered cursor.
The second way to tell the difference is by paying attention to which of the two (under the same connection) execute
s first. If you start with executing an unbuffered cursor whose rows have not been fully fetched and then try to execute a query with the buffered cursor, an InternalError
exception will be raised, and you will be asked to consume or ditch what is returned by the unbuffered cursor. Below is an illustration:
import mysql.connector
conn = mysql.connector.connect(database='db',
user='username',
password='pass',
host='localhost',
port=3306)
buffered_cursor = conn.cursor(buffered=True)
unbuffered_cursor = conn.cursor(buffered=False)
create_query = """
drop table if exists people;
create table if not exists people (
personid int(10) unsigned auto_increment,
firstname varchar(255),
lastname varchar(255),
primary key (personid)
);
insert into people (firstname, lastname)
values ('Jon', 'Bon Jovi'),
('David', 'Bryan'),
('Tico', 'Torres'),
('Phil', 'Xenidis'),
('Hugh', 'McDonald')
"""
# Create and populate a table
results = buffered_cursor.execute(create_query, multi=True)
conn.commit()
unbuffered_cursor.execute("select * from people")
unbuffered_cursor.fetchone()
buffered_cursor.execute("select * from people")
The snippet above will raise a InternalError
exception with a message indicating that there is some unread result. What it is basically saying is that the result returned by the unbuffered cursor needs to be fully consumed before you can execute another query with any cursor under the same connection. If you change unbuffered_cursor.fetchone()
with unbuffered_cursor.fetchall()
, the error will disappear.
There are other less obvious differences, such as memory consumption. Buffered cursor will likely consume more memory since they may fetch the result set from the server and buffer the rows.
I hope this proves useful.
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