Skip to main content

PostgreSQL Languages AST and statements prettifier

Project description

Author: Lele Gaifax
Contact: lele@metapensiero.it
License:GNU General Public License version 3 or later
Status: Build status Documentation status

This is a Python 3 module that exposes the parse tree of a PostgreSQL statement (extracted by the almost standard PG parser repackaged as a standalone static library by libpg_query) as set of interconnected nodes, usually called an abstract syntax tree.

I needed a better SQL reformatter than the one implemented by sqlparse, and was annoyed by a few glitches (subselects in particular) that ruins the otherwise excellent job it does, considering that it is a generic library that tries to swallow many different SQL dialects.

When I found psqlparse I decided to try implementing a PostgreSQL focused tool: at the beginning it’s been easier than I feared, but I quickly hit some shortcomings in that implementation, so I opted for writing my own solution restarting from scratch, with the following goals:

  • target only Python 3.4+
  • target PostgreSQL 10
  • use a more dynamic approach to represent the parse tree, with a twofold advantage:
    1. it is much less boring to code, because there’s no need to write one Python class for each PostgreSQL node tag
    2. the representation is version agnostic, it can be adapted to newer/older Elephants in a snap
  • allow exploration of parse tree in both directions, because I realized that some kinds of nodes require that knowledge to determine their textual representation
  • avoid introducing arbitrary renames of tags and attributes, so what you read in PostgreSQL documentation/sources[*] is available without the hassle of guessing how a symbol has been mapped
  • use a zero copy approach, keeping the original parse tree returned from the underlying libpg_query functions and have each node just borrow a reference to its own subtree
[*]

Currently what you can find in the following headers:

Introduction

At the lower level the module exposes two libpg_query functions, parse_sql() and parse_plpgsql(), that take respectively an SQL statement and a PLpgSQL statement and return a parse tree as a hierarchy of Python dictionaries, lists and scalar values. In some cases these scalars correspond to some C typedef enums, that are automatically extracted from the PostgreSQL headers mentioned above and are available as pglast.enums.

At a higher level that tree is represented by three Python classes, a Node that represents a single node, a List that wraps a sequence of nodes and a Scalar for plain values such a strings, integers, booleans or none.

Every node is identified by a tag, a string label that characterizes its content that is exposed as a set of attributes as well as with a dictionary-like interface (technically they implements both a __getattr__ method and a __getitem__ method). When asked for an attribute, the node returns an instance of the base classes, i.e. another Node, or a List or a Scalar, depending on the data type of that item. When the node does not contain the requested attribute it returns a singleton Missing marker instance.

A List wraps a plain Python list and may contains a sequence of Node instances, or in some cases other sub-lists, that can be accessed with the usual syntax, or iterated.

Finally, a Scalar carries a single value of some type, accessible through its value attribute.

On top of that, the module implements two serializations, one that transforms a Node into a raw textual representation and another that returns a prettified representation. The latter is exposed by the pgpp CLI tool, see below for an example.

Installation

As usual, the easiest way is with pip:

$ pip install pglast

Alternatively you can clone the repository:

$ git clone https://github.com/lelit/pglast.git --recursive

and install from there:

$ pip install ./pglast

Development

There is a set of makefiles implementing the most common operations, a make help will show a brief table of contents. A comprehensive test suite, based on pytest, covers 98% of the source lines.

Examples of usage

  • Parse an SQL statement and get its AST root node:

    >>> from pglast import Node, parse_sql
    >>> root = Node(parse_sql('SELECT foo FROM bar'))
    >>> print(root)
    None=[1*{RawStmt}]
    
  • Recursively traverse the parse tree:

    >>> for node in root.traverse():
    ...   print(node)
    ...
    None[0]={RawStmt}
    stmt={SelectStmt}
    fromClause[0]={RangeVar}
    inh=<True>
    location=<16>
    relname=<'bar'>
    relpersistence=<'p'>
    op=<0>
    targetList[0]={ResTarget}
    location=<7>
    val={ColumnRef}
    fields[0]={String}
    str=<'foo'>
    location=<7>
    

    As you can see, the representation of each value is mnemonic: {some_tag} means a Node with tag some_tag, [X*{some_tag}] is a List containing X nodes of that particular kind[†] and <value> is a Scalar.

  • Get a particular node:

    >>> from_clause = root[0].stmt.fromClause
    >>> print(from_clause)
    fromClause=[1*{RangeVar}]
    
  • Obtain some information about a node:

    >>> range_var = from_clause[0]
    >>> print(range_var.node_tag)
    RangeVar
    >>> print(range_var.attribute_names)
    dict_keys(['relname', 'inh', 'relpersistence', 'location'])
    >>> print(range_var.parent_node)
    stmt={SelectStmt}
    
  • Iterate over nodes:

    >>> for a in from_clause:
    ...     print(a)
    ...     for b in a:
    ...         print(b)
    ...
    fromClause[0]={RangeVar}
    inh=<True>
    location=<16>
    relname=<'bar'>
    relpersistence=<'p'>
    
  • Reformat a SQL statement[‡] from the command line:

    $ echo "select a,b,c from sometable" | pgpp
    SELECT a
         , b
         , c
    FROM sometable
    
    $ echo "select a,b,c from sometable" | pgpp -c
    SELECT a,
           b,
           c
    FROM sometable
    
    $ echo 'update "table" set value=123 where value is null' | pgpp
    UPDATE "table"
    SET value = 123
    WHERE value IS NULL
    
    $ echo "
    insert into t (id, description)
    values (1, 'this is short enough'),
           (2, 'this is too long, and will be splitted')" | pgpp -s 20
    INSERT INTO t (id, description)
    VALUES (1, 'this is short enough')
         , (2, 'this is too long, an'
               'd will be splitted')
    
  • Programmatically reformat a SQL statement:

    >>> from pglast import prettify
    >>> print(prettify('delete from sometable where value is null'))
    DELETE FROM sometable
    WHERE value IS NULL
    

Documentation

Latest documentation is hosted by Read the Docs at http://pglast.readthedocs.io/en/latest/

[†]This is an approximation, because in principle a list could contain different kinds of nodes, or even sub-lists in some cases: the List representation arbitrarily shows the tag of the first object.
[‡]Currently this covers most DML statements such as SELECTs, INSERTs, DELETEs and UPDATEs, fulfilling my needs, but I’d like to extend it to handle also DDL statements and, why not, PLpgSQL instructions too.

Changes

1.3 (2019-03-28)

  • Support CROSS JOIN and timezone modifiers on time and timestamp datatypes (PR #15), thanks to Ronan Dunklau
  • Many new printers and several enhancements (PR #14), thanks to Ronan Dunklau
  • Expose the package version as pglast.__version__ (issue #12)

1.2 (2019-02-13)

  • Implement new split() function (see PR #10)
  • Implement BooleanTest printer (issue #11)

1.1 (2018-07-20)

  • No visible changes, but now PyPI carries binary wheels for Python 3.7.

1.0 (2018-06-16)

Important

The name of the package has been changed from pg_query to pglast, to satisfy the request made by the author of libpg_query in issue #9.

This affects both the main repository on GitHub, that from now on is https://github.com/lelit/pglast, and the ReadTheDocs project that hosts the documentation, http://pglast.readthedocs.io/en/latest/.

I’m sorry for any inconvenience this may cause.

0.28 (2018-06-06)

  • Update libpg_query to 10-1.0.2
  • Support the ‘?’-style parameter placeholder variant allowed by libpg_query (details)

0.27 (2018-04-15)

  • Prettier JOINs representation, aligning them with the starting relation

0.26 (2018-04-03)

  • Fix cosmetic issue with ANY() and ALL()

0.25 (2018-03-31)

  • Fix issue in the safety belt check performed by pgpp (issue #4)

0.24 (2018-03-02)

  • Implement Null printer

0.23 (2017-12-28)

  • Implement some other DDL statements printers
  • New alternative style to print comma-separated-values lists, activated by a new --comma-at-eoln option on pgpp

0.22 (2017-12-03)

  • Implement TransactionStmt and almost all DROP xxx printers

0.21 (2017-11-22)

  • Implement NamedArgExpr printer
  • New alternative printers for a set of special functions, activated by a new --special-functions option on pgpp (issue #2)

0.20 (2017-11-21)

  • Handle special de-reference (A_Indirection) cases

0.19 (2017-11-16)

  • Fix serialization of column labels containing double quotes
  • Fix corner issues surfaced implementing some more DDL statement printers

0.18 (2017-11-14)

  • Fix endless loop due to sloppy conversion of command line option
  • Install the command line tool as pgpp

0.17 (2017-11-12)

  • Rename printers.sql to printers.dml (backward incompatibility)
  • List printer functions in the documentation, referencing the definition of related node type
  • Fix inconsistent spacing in JOIN condition inside a nested expression
  • Fix representation of unbound arrays
  • Fix representation of interval data type
  • Initial support for DDL statements
  • Fix representation of string literals containing single quotes

0.16 (2017-10-31)

  • Update libpg_query to 10-1.0.0

0.15 (2017-10-12)

  • Fix indentation of boolean expressions in SELECT’s targets (issue #3)

0.14 (2017-10-09)

  • Update to latest libpg_query’s 10-latest branch, targeting PostgreSQL 10.0 final

0.13 (2017-09-17)

  • Fix representation of subselects requiring surrounding parens

0.12 (2017-08-22)

  • New option --version on the command line tool
  • Better enums documentation
  • Release the GIL while calling libpg_query functions

0.11 (2017-08-11)

  • Nicer indentation for JOINs, making OUTER JOINs stand out
  • Minor tweaks to lists rendering, with less spurious whitespaces
  • New option --no-location on the command line tool

0.10 (2017-08-11)

  • Support Python 3.4 and Python 3.5 as well as Python 3.6

0.9 (2017-08-10)

  • Fix spacing before the $ character
  • Handle type modifiers
  • New option --plpgsql on the command line tool, just for fun

0.8 (2017-08-10)

  • Add enums subpackages to the documentation with references to their related headers
  • New compact_lists_margin option to produce a more compact representation when possible (see issue #1)

0.7 (2017-08-10)

  • Fix sdist including the Sphinx documentation

0.6 (2017-08-10)

  • New option --parse-tree on the command line tool to show just the parse tree
  • Sphinx documentation, available online

0.5 (2017-08-09)

  • Handle some more cases when a name must be double-quoted
  • Complete the serialization of the WindowDef node, handling its frame options

0.4 (2017-08-09)

  • Expose the actual PostgreSQL version the underlying libpg_query libray is built on thru a new get_postgresql_version() function
  • New option safety_belt for the prettify() function, to protect the innocents
  • Handle serialization of CoalesceExpr and MinMaxExpr

0.3 (2017-08-07)

  • Handle serialization of ParamRef nodes
  • Expose a prettify() helper function

0.2 (2017-08-07)

  • Test coverage at 99%
  • First attempt at automatic wheel upload to PyPI, let’s see…

0.1 (2017-08-07)

  • First release (“Hi daddy!”, as my soul would tag it)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for pglast, version 1.3
Filename, size File type Python version Upload date Hashes
Filename, size pglast-1.3-cp35-cp35m-manylinux1_i686.whl (1.0 MB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pglast-1.3-cp35-cp35m-manylinux1_x86_64.whl (1.1 MB) File type Wheel Python version cp35 Upload date Hashes View hashes
Filename, size pglast-1.3-cp36-cp36m-manylinux1_i686.whl (1.0 MB) File type Wheel Python version cp36 Upload date Hashes View hashes
Filename, size pglast-1.3-cp36-cp36m-manylinux1_x86_64.whl (1.1 MB) File type Wheel Python version cp36 Upload date Hashes View hashes
Filename, size pglast-1.3-cp37-cp37m-manylinux1_i686.whl (1.0 MB) File type Wheel Python version cp37 Upload date Hashes View hashes
Filename, size pglast-1.3-cp37-cp37m-manylinux1_x86_64.whl (1.1 MB) File type Wheel Python version cp37 Upload date Hashes View hashes
Filename, size pglast-1.3.tar.gz (1.5 MB) File type Source Python version None Upload date Hashes View hashes

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN SignalFx SignalFx Supporter DigiCert DigiCert EV certificate StatusPage StatusPage Status page