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129 lines
9.9 KiB
ReStructuredText
129 lines
9.9 KiB
ReStructuredText
.. _basic-query-for-python-code:
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Basic query for Python code
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===========================
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Learn to write and run a simple CodeQL query using Visual Studio Code with the CodeQL extension.
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.. include:: ../reusables/vs-code-basic-instructions/setup-to-run-queries.rst
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About the query
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---------------
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The query we're going to run performs a basic search of the code for ``if`` statements that are redundant, in the sense that they only include a ``pass`` statement. For example, code such as:
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.. code-block:: python
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if error: pass
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.. include:: ../reusables/vs-code-basic-instructions/find-database.rst
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Running a quick query
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---------------------
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.. include:: ../reusables/vs-code-basic-instructions/run-quick-query-1.rst
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#. In the quick query tab, delete ``select ""`` and paste the following query beneath the import statement ``import python``.
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.. code-block:: ql
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from If ifstmt, Stmt pass
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where pass = ifstmt.getStmt(0) and
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pass instanceof Pass
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select ifstmt, "This 'if' statement is redundant."
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.. include:: ../reusables/vs-code-basic-instructions/run-quick-query-2.rst
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.. image:: ../images/codeql-for-visual-studio-code/basic-python-query-results-1.png
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:align: center
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If any matching code is found, click a link in the ``ifstmt`` column to open the file and highlight the matching ``if`` statement.
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.. image:: ../images/codeql-for-visual-studio-code/basic-python-query-results-2.png
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:align: center
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.. include:: ../reusables/vs-code-basic-instructions/note-store-quick-query.rst
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About the query structure
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~~~~~~~~~~~~~~~~~~~~~~~~~
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After the initial ``import`` statement, this simple query comprises three parts that serve similar purposes to the FROM, WHERE, and SELECT parts of an SQL query.
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+---------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
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| Query part | Purpose | Details |
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+===============================================================+===================================================================================================================+========================================================================================================================+
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| ``import python`` | Imports the standard CodeQL libraries for Python. | Every query begins with one or more ``import`` statements. |
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+---------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
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| ``from If ifstmt, Stmt pass`` | Defines the variables for the query. | We use: |
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| | Declarations are of the form: | |
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| | ``<type> <variable name>`` | - an ``If`` variable for ``if`` statements |
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| | | - a ``Stmt`` variable for the statement |
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+---------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
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| ``where pass = ifstmt.getStmt(0) and pass instanceof Pass`` | Defines a condition on the variables. | ``pass = ifstmt.getStmt(0)``: ``pass`` is the first statement in the ``if`` statement. |
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| | | |
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| | | ``pass instanceof Pass``: ``pass`` must be a pass statement. |
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| | | |
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| | | In other words, the first statement contained in the ``if`` statement is a ``pass`` statement. |
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+---------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
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| ``select ifstmt, "This 'if' statement is redundant."`` | Defines what to report for each match. | Reports the resulting ``if`` statement with a string that explains the problem. |
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| | | |
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| | ``select`` statements for queries that are used to find instances of poor coding practice are always in the form: | |
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| | ``select <program element>, "<alert message>"`` | |
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+---------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
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Extend the query
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----------------
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Query writing is an inherently iterative process. You write a simple query and then, when you run it, you discover examples that you had not previously considered, or opportunities for improvement.
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Remove false positive results
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Browsing the results of our basic query shows that it could be improved. Among the results you are likely to find examples of ``if`` statements with an ``else`` branch, where a ``pass`` statement does serve a purpose. For example:
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.. code-block:: python
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if cond():
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pass
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else:
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do_something()
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In this case, identifying the ``if`` statement with the ``pass`` statement as redundant is a false positive. One solution to this is to modify the query to ignore ``pass`` statements if the ``if`` statement has an ``else`` branch.
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To exclude ``if`` statements that have an ``else`` branch:
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#. Extend the ``where`` clause to include the following extra condition:
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.. code-block:: ql
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and not exists(ifstmt.getOrelse())
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The ``where`` clause is now:
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.. code-block:: ql
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where pass = ifstmt.getStmt(0) and
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pass instanceof Pass and
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not exists(ifstmt.getOrelse())
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#. Re-run the query.
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There are now fewer results because ``if`` statements with an ``else`` branch are no longer included.
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Further reading
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---------------
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.. include:: ../reusables/python-further-reading.rst
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.. include:: ../reusables/codeql-ref-tools-further-reading.rst
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.. Article-specific substitutions for the reusables used in docs/codeql/reusables/vs-code-basic-instructions
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.. |language-text| replace:: Python
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.. |language-code| replace:: ``python``
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.. |example-url| replace:: https://github.com/saltstack/salt
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.. |image-quick-query| image:: ../images/codeql-for-visual-studio-code/quick-query-tab-python.png
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.. |result-col-1| replace:: The first column corresponds to the expression ``ifstmt`` and is linked to the location in the source code of the project where ``ifstmt`` occurs. |