semvec/pypi-packages huggingface dataset:
manipulator 0.0.2
Python data manipulation made braindead
License: MIT License

manipulator
=============

Python data manipulation made braindead.

Installation
------------

::

  pip install manipulator

Usage
-----

``manipulator`` mainly exposes three functions, ``get``, ``update``, and ``set``.
``get`` retrieves data, ``update`` transforms it based on its form, and ``set``
transforms it by simply resetting. Transformations can be applied in place or
on a copy. The default is in place, because copying is expensive. If you want a
copy of the data, set the keyword argument ``in_place`` to ``True``.

It uses a query "language" not unlike CSS, albeit much, much simpler. The only
two entities in this "language" are IDs—denoted by ``#``—and Classes—denoted by
``.``. IDs are unique, whereas Classes are collections of all leaf values that
conform.

A few motivating examples (a more exhaustive list can be found in the ``test`` directory):

.. code-block:: python

    import manipulator

    manipulator.get({"k": [1, [2], 3]}, "#k #1 #0")
    # => 2 (note how list indices are coerced into integers)

    manipulator.get([{"k": "v"}, {"k": "v2", "k2": "v3"}], ".k")
    # => ["v", "v2"]

    manipulator.get([{"k": "v"},
                     {"k": {
                        "a": [{"k": 10}, {"k": 11}]
                      }
                     }], ".k #1 #a .k")
    # => [10, 11]

    manipulator.set({"k": [1, [2], 3]}, "#k #1 #0", 3)
    # => {"k": [1, [3], 3]} (in place)

    manipulator.set({"k": [1, [2], 3]}, "#k #1 #0", 3, in_place=False)
    # => {"k": [1, [3], 3]} (will create a copy of the data)

    manipulator.set([{"k": "v"},
                     {
                       "k": {
                         "a": [{"k": 10}, {"k": 11}]
                        }
                     }], ".k #1 #a .k", 100)
    # => [{"k": "v"}, {"k": {"a": [{"k": 100}, {"k": 100}]}}]

    manipulator.update({"k": [1, [2], 3]}, "#k #1 #0", lambda x: x-1)
    # => {"k": [1, [1], 3]} (in place, use in_place=False to copy)

    manipulator.update([{"k": "v"},
                        {
                          "k": {
                            "a": [{"k": 10}, {"k": 11}]
                          }
                        }], ".k #1 #a .k", lambda x: x+1)
    # => [{"k": "v"}, {"k": {"a": [{"k": 11}, {"k": 12}]}}]


That is all.


Have fun!