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ReStructuredText
142 lines
6.9 KiB
ReStructuredText
Frequently Asked Questions
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==========================
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.. sectionauthor:: Daniele Varrazzo <daniele.varrazzo@gmail.com>
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Here are a few gotchas you may encounter using `psycopg2`. Feel free to
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suggest new entries!
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Problems with transactions handling
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-----------------------------------
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.. cssclass:: faq
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Why does `!psycopg2` leave database sessions "idle in transaction"?
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Psycopg normally starts a new transaction the first time a query is
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executed, e.g. calling `cursor.execute()`, even if the command is a
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:sql:`SELECT`. The transaction is not closed until an explicit
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`~connection.commit()` or `~connection.rollback()`.
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If you are writing a long-living program, you should probably ensure to
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call one of the transaction closing methods before leaving the connection
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unused for a long time (which may also be a few seconds, depending on the
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concurrency level in your database). Alternatively you can use a
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connection in :ref:`autocommit <autocommit>` mode to avoid a new
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transaction to be started at the first command.
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I receive the error *current transaction is aborted, commands ignored until end of transaction block* and can't do anything else!
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There was a problem *in the previous* command to the database, which
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resulted in an error. The database will not recover automatically from
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this condition: you must run a `~connection.rollback()` before sending
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new commands to the session (if this seems too harsh, remember that
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PostgreSQL supports nested transactions using the |SAVEPOINT|_ command).
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.. |SAVEPOINT| replace:: :sql:`SAVEPOINT`
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.. _SAVEPOINT: http://www.postgresql.org/docs/9.0/static/sql-savepoint.html
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Why do I get the error *current transaction is aborted, commands ignored until end of transaction block* when I use `!multiprocessing` (or any other forking system) and not when use `!threading`?
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Psycopg's connections can't be shared across processes (but are thread
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safe). If you are forking the Python process ensure to create a new
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connection in each forked child. See :ref:`thread-safety` for further
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informations.
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Problems with type conversions
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------------------------------
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.. cssclass:: faq
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Why does `!cursor.execute()` raise the exception *can't adapt*?
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Psycopg converts Python objects in a SQL string representation by looking
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at the object class. The exception is raised when you are trying to pass
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as query parameter an object for which there is no adapter registered for
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its class. See :ref:`adapting-new-types` for informations.
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I can't pass an integer or a float parameter to my query: it says *a number is required*, but *it is* a number!
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In your query string, you always have to use ``%s`` placeholders,
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event when passing a number. All Python objects are converted by Psycopg
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in their SQL representation, so they get passed to the query as strings.
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See :ref:`query-parameters`. ::
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>>> cur.execute("INSERT INTO numbers VALUES (%d)", (42,)) # WRONG
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>>> cur.execute("INSERT INTO numbers VALUES (%s)", (42,)) # correct
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I try to execute a query but it fails with the error *not all arguments converted during string formatting* (or *object does not support indexing*). Why?
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Psycopg always require positional arguments to be passed as a sequence, even
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when the query takes a single parameter. And remember that to make a
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single item tuple in Python you need a comma! See :ref:`query-parameters`.
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::
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>>> cur.execute("INSERT INTO foo VALUES (%s)", "bar") # WRONG
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>>> cur.execute("INSERT INTO foo VALUES (%s)", ("bar")) # WRONG
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>>> cur.execute("INSERT INTO foo VALUES (%s)", ("bar",)) # correct
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>>> cur.execute("INSERT INTO foo VALUES (%s)", ["bar"]) # correct
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My database is Unicode, but I receive all the strings as UTF-8 `str`. Can I receive `unicode` objects instead?
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The following magic formula will do the trick::
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psycopg2.extensions.register_type(psycopg2.extensions.UNICODE)
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psycopg2.extensions.register_type(psycopg2.extensions.UNICODEARRAY)
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See :ref:`unicode-handling` for the gory details.
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Psycopg converts :sql:`decimal`\/\ :sql:`numeric` database types into Python `!Decimal` objects. Can I have `!float` instead?
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You can register a customized adapter for PostgreSQL decimal type::
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DEC2FLOAT = psycopg2.extensions.new_type(
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psycopg2.extensions.DECIMAL.values,
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'DEC2FLOAT',
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lambda value, curs: float(value) if value is not None else None)
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psycopg2.extensions.register_type(DEC2FLOAT)
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See :ref:`type-casting-from-sql-to-python` to read the relevant
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documentation. If you find `!psycopg2.extensions.DECIMAL` not avalable, use
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`!psycopg2._psycopg.DECIMAL` instead.
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Best practices
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--------------
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.. cssclass:: faq
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When should I save and re-use a cursor as opposed to creating a new one as needed?
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Cursors are lightweight objects and creating lots of them should not pose
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any kind of problem. But note that cursors used to fetch result sets will
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cache the data and use memory in proportion to the result set size. Our
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suggestion is to almost always create a new cursor and dispose old ones as
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soon as the data is not required anymore (call `~cursor.close()` on
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them.) The only exception are tight loops where one usually use the same
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cursor for a whole bunch of :sql:`INSERT`\s or :sql:`UPDATE`\s.
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When should I save and re-use a connection as opposed to creating a new one as needed?
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Creating a connection can be slow (think of SSL over TCP) so the best
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practice is to create a single connection and keep it open as long as
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required. It is also good practice to rollback or commit frequently (even
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after a single :sql:`SELECT` statement) to make sure the backend is never
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left "idle in transaction". See also `psycopg2.pool` for lightweight
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connection pooling.
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What are the advantages or disadvantages of using named cursors?
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The only disadvantages is that they use up resources on the server and
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that there is a little overhead because a at least two queries (one to
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create the cursor and one to fetch the initial result set) are issued to
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the backend. The advantage is that data is fetched one chunk at a time:
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using small `~cursor.fetchmany()` values it is possible to use very
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little memory on the client and to skip or discard parts of the result set.
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Problems compiling Psycopg from source
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--------------------------------------
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.. cssclass:: faq
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I can't compile `!psycopg2`: the compiler says *error: Python.h: No such file or directory*. What am I missing?
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You need to install a Python development package: it is usually called
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``python-dev``.
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I can't compile `!psycopg2`: the compiler says *error: libpq-fe.h: No such file or directory*. What am I missing?
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You need to install the development version of the libpq: the package is
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usually called ``libpq-dev``.
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