Python: Mysqldb. How To Get Columns Name Without Executing Select * In A Big Table?
I want to get the column names of a table, but there a over million data in it. So I cannot use: cursor.execute('SELECT * FROM table_name') print cursor.description And in sqlite3
Solution 1:
You can use SHOW columns
:
cursor.execute("SHOW columnsFROM table_name")
print [column[0] for column in cursor.fetchall()]
FYI, this is essentially the same as using desc
:
cursor.execute("desc table_name")
print [column[0] for column in cursor.fetchall()]
Solution 2:
The correct way to do this would be to use "SHOW columns FROM table_name"
however, you could also simply add a LIMIT
to your existing query:
cursor.execute("SELECT * FROM table_name LIMIT 0")
print cursor.description
Solution 3:
Try
cursor.execute("SELECT * FROM table_name LIMIT 1")
or
cursor.execute("SELECT * FROM table_name WHERE 1=0")
Both prevent massive amounts of data being rattled. The second one is perhaps more elegant. I've just checked, and even this works:
>>>cursor.execute("SELECT LEFT(long_text,5) as short_text FROM table_name WHERE 1=0")
>>>print cursor.description
(('short_text', 253, 0, 5, 5, 31, 0),)
Solution 4:
cursor.execute("SELECT * FROM table_name LIMIT 0")
cursor.column_names
Use the following to find other information
[v for v indir(cursor) if v.find("_")]
Solution 5:
data = pd.read_sql("""SELECT * FROM INFORMATION_SCHEMA.COLUMNS WHERE TABLE_NAME='TABLE_NAME'""", conn)
print(data.COLUMN_NAME)
After creating the connection, using the information schema, we call pull the column names without extracting any observations.
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