Using CLOB and BLOB Data¶
Oracle Database uses LOB Objects to store large data such as text, images, videos and other multimedia formats. The maximum size of a LOB is limited to the size of the tablespace storing it.
There are four types of LOB (large object):
- BLOB - Binary Large Object, used for storing binary data. cx_Oracle uses the type
- CLOB - Character Large Object, used for string strings in the database character set format. cx_Oracle uses the type
- NCLOB - National Character Large Object, used for string strings in the national character set format. cx_Oracle uses the type
- BFILE - External Binary File, used for referencing a file stored on the host operating system outside of the database. cx_Oracle uses the type
LOBs can be streamed to, and from, Oracle Database.
LOBs up to 1 GB in length can be also be handled directly as strings or bytes in cx_Oracle. This makes LOBs easy to work with, and has significant performance benefits over streaming. However it requires the entire LOB data to be present in Python memory, which may not be possible.
See GitHub for LOB examples.
Simple Insertion of LOBs¶
Consider a table with CLOB and BLOB columns:
CREATE TABLE lob_tbl ( id NUMBER, c CLOB, b BLOB );
With cx_Oracle, LOB data can be inserted in the table by binding strings or bytes as needed:
with open('example.txt', 'r') as f: textdata = f.read() with open('image.png', 'rb') as f: imgdata = f.read() cursor.execute(""" insert into lob_tbl (id, c, b) values (:lobid, :clobdata, :blobdata)""", lobid=10, clobdata=textdata, blobdata=imgdata)
Note that with this approach, LOB data is limited to 1 GB in size.
Fetching LOBs as Strings and Bytes¶
CLOBs and BLOBs smaller than 1 GB can queried from the database directly as strings and bytes. This can be much faster than streaming.
def OutputTypeHandler(cursor, name, defaultType, size, precision, scale): if defaultType == cx_Oracle.DB_TYPE_CLOB: return cursor.var(cx_Oracle.DB_TYPE_LONG, arraysize=cursor.arraysize) if defaultType == cx_Oracle.DB_TYPE_BLOB: return cursor.var(cx_Oracle.DB_TYPE_LONG_RAW, arraysize=cursor.arraysize) idVal = 1 textData = "The quick brown fox jumps over the lazy dog" bytesData = b"Some binary data" cursor.execute("insert into lob_tbl (id, c, b) values (:1, :2, :3)", [idVal, textData, bytesData]) connection.outputtypehandler = OutputTypeHandler cursor.execute("select c, b from lob_tbl where id = :1", [idVal]) clobData, blobData = cursor.fetchone() print("CLOB length:", len(clobData)) print("CLOB data:", clobData) print("BLOB length:", len(blobData)) print("BLOB data:", blobData)
CLOB length: 43 CLOB data: The quick brown fox jumps over the lazy dog BLOB length: 16 BLOB data: b'Some binary data'
Streaming LOBs (Read)¶
idVal = 1 textData = "The quick brown fox jumps over the lazy dog" bytesData = b"Some binary data" cursor.execute("insert into lob_tbl (id, c, b) values (:1, :2, :3)", [idVal, textData, bytesData]) cursor.execute("select b, c from lob_tbl where id = :1", [idVal]) b, c = cursor.fetchone() print("CLOB length:", c.size()) print("CLOB data:", c.read()) print("BLOB length:", b.size()) print("BLOB data:", b.read())
This approach produces the same results as the previous example but it will perform more slowly because it requires more round-trips to Oracle Database and has higher overhead. It is needed, however, if the LOB data cannot be fetched as one block of data from the server.
To stream the BLOB column, the
LOB.read() method can be called
repeatedly until all of the data has been read, as shown below:
cursor.execute("select b from lob_tbl where id = :1", ) blob, = cursor.fetchone() offset = 1 numBytesInChunk = 65536 with open("image.png", "wb") as f: while True: data = blob.read(offset, numBytesInChunk) if data: f.write(data) if len(data) < numBytesInChunk: break offset += len(data)
Streaming LOBs (Write)¶
If a row containing a LOB is being inserted or updated, and the quantity of
data that is to be inserted or updated cannot fit in a single block of data,
the data can be streamed using the method
LOB.write() instead as shown
in the following code:
idVal = 9 lobVar = cursor.var(cx_Oracle.DB_TYPE_BLOB) cursor.execute(""" insert into lob_tbl (id, b) values (:1, empty_blob()) returning b into :2""", [idVal, lobVar]) blob, = lobVar.getvalue() offset = 1 numBytesInChunk = 65536 with open("image.png", "rb") as f: while True: data = f.read(numBytesInChunk) if data: blob.write(data, offset) if len(data) < numBytesInChunk: break offset += len(data) connection.commit()
All of the examples shown thus far have made use of permanent LOBs. These are LOBs that are stored in the database. Oracle also supports temporary LOBs that are not stored in the database but can be used to pass large quantities of data. These LOBs use space in the temporary tablespace until all variables referencing them go out of scope or the connection in which they are created is explicitly closed.
When calling PL/SQL procedures with data that exceeds 32,767 bytes in length,
cx_Oracle automatically creates a temporary LOB internally and passes that
value through to the procedure. If the data that is to be passed to the
procedure exceeds that which can fit in a single block of data, however, you
can use the method
Connection.createlob() to create a temporary LOB.
This LOB can then be read and written just like in the examples shown above for