Automatic import PEP

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  • Connelly Barnes

    #1

    Automatic import PEP


    Hi,

    I wrote the 'autoimp' module [1], which allows you to import lazy modules:

    from autoimp import * (Import lazy wrapper objects around all modules; "lazy
    modules" will turn into normal modules when an attribute
    is first accessed with getattr()).
    from autoimp import A, B (Import specific lazy module wrapper objects).

    The main point of autoimp is to make usage of the interactive Python prompt
    more productive by including "from autoimp import *" in the PYTHONSTARTUP file.
    Thus one can use:
    >>urllib2.urlop en('http://www.google.com' ).read()
    >>Image.open('t est.bmp')
    >>pylab.plot([1,2],[3,4])
    >>scipy.linalg. eig([[1,2],[3,4]])
    >>...
    One can thenceforward use the interactive prompt without using the "import"
    statement at all. In practice, I have found that there is little overhead in time
    and memory for the initial import of all lazy modules (assuming all of the Python
    module paths are on the local disk, and not on a network).

    I have also found "autoimp" useful in writing normal Python applications; one can
    use "from autoimp import *" at the top of a Python source file and thus have all
    Python modules available to that source file, which results in increased
    efficiency of writing the program with the downside that one has to think more
    carefully about global variables to avoid name conflict bugs.

    Now because this feature is useful, I thought of writing a PEP to add the
    "lazy import" functionality to the Python interpreter.

    Specifically:

    lazily import *
    lazily import A, B, C

    This would involve the introduction of a new keyword, such as "lazily".

    The PEP should include extensions to the builtin Python __import__ (__lazilyimport __ ?)
    and the imp and zipimport modules so that the new "lazy import" feature can be
    fully utilized by "dynamic" Python code.

    Closely related to the "autoimp" module is Philip Eby's Importing module [2]. The Importing
    module has the ability to lazily import a single module as well as a number of other features,
    so Philip may wish to be involved, and features from Importing may be used in the PEP if
    desired.

    Opinions?

    [1]. http://cheeseshop.python.org/pypi/autoimp/1.0.2
    [2]. http://peak.telecommunity.com/DevCenter/Importing


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  • Michel Claveau

    #2
    Re: Automatic import PEP

    Hi!
    >>I have also found "autoimp" useful in writing normal Python...
    +1

    --
    @-salutations

    Michel Claveau


    Comment

    • Andrea

      #3
      Re: Automatic import PEP

      Opinions?

      Great :)

      Comment

      • Sybren Stuvel

        #4
        Re: Automatic import PEP

        Connelly Barnes enlightened us with:
        I wrote the 'autoimp' module [1], which allows you to import lazy modules:
        >
        The main point of autoimp is to make usage of the interactive Python
        prompt more productive by including "from autoimp import *" in the
        PYTHONSTARTUP file.
        Sounds like a great idea.
        I have also found "autoimp" useful in writing normal Python
        applications; one can use "from autoimp import *" at the top of a
        Python source file and thus have all Python modules available to
        that source file
        That sounds like a source of new bugs to me. Besides that, you have no
        overview at all of which modules are used by the program. It also
        prevents automated checking of that using pylint and friends.

        Sybren
        --
        Sybren Stüvel
        Stüvel IT - http://www.stuvel.eu/

        Comment

        • Lawrence D'Oliveiro

          #5
          Re: Automatic import PEP

          In message <mailman.491.11 58981359.10491. python-list@python.org >, Connelly
          Barnes wrote:
          The main point of autoimp is to make usage of the interactive Python
          prompt more productive by including "from autoimp import *" in the
          PYTHONSTARTUP file.
          The main problem I have with your idea is that any kind of import statement
          with wildcards in it automatically starts my bogosity meter flashing
          its "RED ALERT" sign and clanging all its alarm bells.

          Comment

          • Robert Kern

            #6
            Re: Automatic import PEP

            Lawrence D'Oliveiro wrote:
            In message <mailman.491.11 58981359.10491. python-list@python.org >, Connelly
            Barnes wrote:
            >
            >The main point of autoimp is to make usage of the interactive Python
            >prompt more productive by including "from autoimp import *" in the
            >PYTHONSTARTU P file.
            >
            The main problem I have with your idea is that any kind of import statement
            with wildcards in it automatically starts my bogosity meter flashing
            its "RED ALERT" sign and clanging all its alarm bells.
            "from ... import *" was *designed* for interactive use, which is exactly what
            Connelly is suggesting. It's not a bad thing in that context.

            --
            Robert Kern

            "I have come to believe that the whole world is an enigma, a harmless enigma
            that is made terrible by our own mad attempt to interpret it as though it had
            an underlying truth."
            -- Umberto Eco

            Comment

            • Saizan

              #7
              Re: Automatic import PEP

              I think this is obviously great in interactive mode and would also be
              very good in the early stages of developing if you have several sources
              files. A little error prone maybe, and should be avoided in
              "production " code I suppose. (I would like to track each name exactly,
              on each installation of python that I may move to)
              BTW what would the benefit of the form "lazily import A, B"? If you
              name the modules why not import them directly? Maybe you are not sure
              you would need them, but I don't think that the overhead of importing
              them should matter..
              Anyhow, is it just for completion maybe?

              Comment

              • Robert Kern

                #8
                Re: Automatic import PEP

                Saizan wrote:
                BTW what would the benefit of the form "lazily import A, B"? If you
                name the modules why not import them directly? Maybe you are not sure
                you would need them, but I don't think that the overhead of importing
                them should matter..
                It's primarily useful for large packages. scipy used to have a mechanism of
                postponed imports because loading all of the extension modules in all of scipy's
                subpackages takes a fair bit of time. It especially hurts when you only wanted
                one. However, it is quite convenient to simply write "import scipy;
                scipy.linalg.ei g(matrix)".

                Nonetheless, we removed that feature and stopped importing all of the
                subpackages because the postponed import mechanism interfered with a number of
                other things (namely, getting docstrings through IPython's ? operator and making
                py2exe apps that use scipy). Having a third-party library do the same thing
                makes interactive use nice without burdening scipy with the problems.

                So, "lazily import A" would make sense if A was a large package where all of the
                goodies are buried in A.C.D and A.E, A.X, A.Z, etc. You *do* know that you need
                A, but you may not know what you need underneath it.

                --
                Robert Kern

                "I have come to believe that the whole world is an enigma, a harmless enigma
                that is made terrible by our own mad attempt to interpret it as though it had
                an underlying truth."
                -- Umberto Eco

                Comment

                • Lawrence D'Oliveiro

                  #9
                  Re: Automatic import PEP

                  In message <mailman.540.11 59128784.10491. python-list@python.org >, Robert
                  Kern wrote:
                  Lawrence D'Oliveiro wrote:
                  >In message <mailman.491.11 58981359.10491. python-list@python.org >,
                  >Connelly Barnes wrote:
                  >>
                  >>The main point of autoimp is to make usage of the interactive Python
                  >>prompt more productive by including "from autoimp import *" in the
                  >>PYTHONSTART UP file.
                  >>
                  >The main problem I have with your idea is that any kind of import
                  >statement with wildcards in it automatically starts my bogosity meter
                  >flashing its "RED ALERT" sign and clanging all its alarm bells.
                  >
                  "from ... import *" was *designed* for interactive use, which is exactly
                  what Connelly is suggesting. It's not a bad thing in that context.
                  But there is nothing in the language that constrains its use to that
                  context, is there?

                  Clang, clang...

                  Comment

                  • Robert Kern

                    #10
                    Re: Automatic import PEP

                    Lawrence D'Oliveiro wrote:
                    In message <mailman.540.11 59128784.10491. python-list@python.org >, Robert
                    Kern wrote:
                    >
                    >Lawrence D'Oliveiro wrote:
                    >>In message <mailman.491.11 58981359.10491. python-list@python.org >,
                    >>Connelly Barnes wrote:
                    >>>
                    >>>The main point of autoimp is to make usage of the interactive Python
                    >>>prompt more productive by including "from autoimp import *" in the
                    >>>PYTHONSTARTU P file.
                    >>The main problem I have with your idea is that any kind of import
                    >>statement with wildcards in it automatically starts my bogosity meter
                    >>flashing its "RED ALERT" sign and clanging all its alarm bells.
                    >"from ... import *" was *designed* for interactive use, which is exactly
                    >what Connelly is suggesting. It's not a bad thing in that context.
                    >
                    But there is nothing in the language that constrains its use to that
                    context, is there?
                    No. What's your point?

                    Connelly Barnes states that the main point of autoimp is to make usage of the
                    interactive prompt better by including "from autoimp import *" into a
                    PYTHONSTARTUP file. That file is only executed for interactive sessions. He's
                    not suggesting that people do "from autoimp import *" in their modules.

                    --
                    Robert Kern

                    "I have come to believe that the whole world is an enigma, a harmless enigma
                    that is made terrible by our own mad attempt to interpret it as though it had
                    an underlying truth."
                    -- Umberto Eco

                    Comment

                    • Dan Bishop

                      #11
                      Re: Automatic import PEP

                      On Sep 22, 10:09 pm, Connelly Barnes <connellybar... @yahoo.comwrote :
                      Hi,
                      >
                      I wrote the 'autoimp' module [1], which allows you to import lazy modules:
                      >
                      from autoimp import * (Import lazy wrapper objects around all modules; "lazy
                      modules" will turn into normal modules when an attribute
                      is first accessed with getattr()).
                      from autoimp import A, B (Import specific lazy module wrapper objects).
                      >
                      The main point of autoimp is to make usage of the interactive Python prompt
                      more productive by including "from autoimp import *" in the PYTHONSTARTUP file.
                      And it does. Gets rid of "oops, I forgot to import that module"
                      moments without cluttering my $PYTHONSTARTUP file with imports. +1.

                      My only complaint is that it breaks globals().

                      Comment

                      • Georg Brandl

                        #12
                        Re: Automatic import PEP

                        Dan Bishop wrote:
                        On Sep 22, 10:09 pm, Connelly Barnes <connellybar... @yahoo.comwrote :
                        >Hi,
                        >>
                        >I wrote the 'autoimp' module [1], which allows you to import lazy modules:
                        >>
                        >from autoimp import * (Import lazy wrapper objects around all modules; "lazy
                        > modules" will turn into normal modules when an attribute
                        > is first accessed with getattr()).
                        >from autoimp import A, B (Import specific lazy module wrapper objects).
                        >>
                        >The main point of autoimp is to make usage of the interactive Python prompt
                        >more productive by including "from autoimp import *" in the PYTHONSTARTUP file.
                        >
                        And it does. Gets rid of "oops, I forgot to import that module"
                        moments without cluttering my $PYTHONSTARTUP file with imports. +1.
                        >
                        My only complaint is that it breaks globals().
                        And startup takes quite long the first time, because a list of all available
                        modules must be gathered.

                        To work around that, one can either use a special importing "lib" object,
                        defined like that:

                        class _lib:
                        def __getattr__(sel f, name):
                        return __import__(name )
                        lib = _lib()


                        or modify the globals() to automatically look up modules on KeyError, like this
                        (put into PYTHONSTARTUP file):


                        import sys, code

                        class LazyImpDict(dic t):
                        def __getitem__(sel f, name):
                        try:
                        return dict.__getitem_ _(self, name)
                        except KeyError:
                        exc = sys.exc_info()
                        try:
                        return __import__(name )
                        except ImportError:
                        raise exc[0], exc[1], exc[2]

                        d = LazyImpDict()
                        code.interact(b anner='', local=d)
                        sys.exit()


                        Of course, this is not perfect as it may break quite a lot of things,
                        I haven't tested it thoroughly.

                        Georg

                        Comment

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