Finding lowest value in dictionary of objects, how?

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  • davenet

    Finding lowest value in dictionary of objects, how?

    Hi,

    I'm new to Python and working on a school assignment.

    I have setup a dictionary where the keys point to an object. Each
    object has two member variables. I need to find the smallest value
    contained in this group of objects.

    The objects are defined as follows:

    class Block:
    def __init__(self,a ddr):
    self.addr = addr
    self.age = 0

    My dictionary is defined as:
    blocks = {}

    I have added 1000 (will hold more after I get this working) objects. I
    need to find the lowest age in the dictionary. If there is more than
    one age that is lowest (like if several of them are '1', etc), then I
    can just pick randomly any that equal the lowest value. I don't care
    which one I get.

    I saw the following code here but I don't know how to use this sample
    to get at the values I need in the blocks object.

    def key_of_lowest(s elf,addr)
    lowest = min(self.blocks .values())
    return [k for k in self.blocks if self.blocks[k]==val][0]

    This one returns the lowest value Object, but not the lowest value of
    age in all the Objects of the table.

    I hope someone can help me figure out the syntax for what I'm trying
    to do.

    Thanks in advance.

    David
  • Marc 'BlackJack' Rintsch

    #2
    Re: Finding lowest value in dictionary of objects, how?

    On Mon, 19 Nov 2007 00:18:33 -0800, davenet wrote:
    The objects are defined as follows:
    >
    class Block:
    def __init__(self,a ddr):
    self.addr = addr
    self.age = 0
    >
    My dictionary is defined as:
    blocks = {}
    >
    I have added 1000 (will hold more after I get this working) objects. I
    need to find the lowest age in the dictionary. If there is more than
    one age that is lowest (like if several of them are '1', etc), then I
    can just pick randomly any that equal the lowest value. I don't care
    which one I get.
    >
    I saw the following code here but I don't know how to use this sample
    to get at the values I need in the blocks object.
    >
    def key_of_lowest(s elf,addr)
    lowest = min(self.blocks .values())
    return [k for k in self.blocks if self.blocks[k]==val][0]
    >
    This one returns the lowest value Object, but not the lowest value of
    age in all the Objects of the table.
    In the example `min()` finds the object with the lowest `id()`. To change
    that you can implement the `__cmp__()` method on your `Block` objects.

    Ciao,
    Marc 'BlackJack' Rintsch

    Comment

    • Steven D'Aprano

      #3
      Re: Finding lowest value in dictionary of objects, how?

      On Mon, 19 Nov 2007 00:18:33 -0800, davenet wrote:
      Hi,
      >
      I'm new to Python and working on a school assignment.
      Thank you for your honesty.

      I have setup a dictionary where the keys point to an object. Each object
      has two member variables. I need to find the smallest value contained in
      this group of objects.
      >
      The objects are defined as follows:
      >
      class Block:
      def __init__(self,a ddr):
      self.addr = addr
      self.age = 0
      >
      My dictionary is defined as:
      blocks = {}

      One possible approach is to define your Block data-type so that it
      defines less-than and greater-than comparisons. Then you can just ask
      Python to find the minimum Block by passing a list (not a dictionary) of
      Blocks to the function min().

      I have added 1000 (will hold more after I get this working) objects. I
      need to find the lowest age in the dictionary. If there is more than one
      age that is lowest (like if several of them are '1', etc), then I can
      just pick randomly any that equal the lowest value. I don't care which
      one I get.
      Question: you don't explain how you have added them to the dict. A dict
      has a key and a value. What are the keys, and what are the values?

      I saw the following code here but I don't know how to use this sample to
      get at the values I need in the blocks object.
      >
      def key_of_lowest(s elf,addr)
      lowest = min(self.blocks .values())
      return [k for k in self.blocks if self.blocks[k]==val][0]
      >
      This one returns the lowest value Object, but not the lowest value of
      age in all the Objects of the table.
      That code doesn't make much sense. It looks like a method rather than a
      function (the argument "self" is the giveaway). What is self.blocks and
      what is val?

      I hope someone can help me figure out the syntax for what I'm trying to
      do.
      The first step you should do is write down how YOU would solve the
      problem.

      "Let's see now... if I had a list of objects, and I wanted to find the
      smallest one, I would look at the first object, and compare it to all the
      other objects. If it was smaller than or equal to every other object in
      the list, I've found the smallest object and I'm finished!

      If not, I'd take the second object, and compare it to all the other
      objects. If it is smaller than or equal to everything else, I've found
      the smallest object, and I'm finished.

      If not, I would do the same for the third, and fourth, and fifth, and so
      forth, until I've found the smallest object."

      Now start converting it to Python, step by step:

      # Start with English instructions:
      with each item in the list of objects:
      if item is smaller than all the other items:
      item is the smallest, and we're done


      # Turn it into a function:
      function find the smallest(list of objects):
      with each item in the list of objects:
      if item is smaller than all the other items:
      item is the smallest, and we're done


      # Now start using Python syntax:
      def find_smallest(l ist_of_objects) :
      for item in list_of_objects :
      if item is smaller than all the other items:
      return item


      # And continue:
      def find_smallest(l ist_of_objects) :
      for item in list_of_objects :
      for x in list_of_objects :
      if item <= x:
      return item



      What I've done there is re-write the min() function in one of the
      slowest, most inefficient ways possible. If you try doing it by hand,
      you'll quickly see it's VERY inefficient. The better ways should be
      obvious once you actually do it. Then go through the process of writing
      it as Python code.



      Hope this helps,


      --
      Steven.

      Comment

      • Steven D'Aprano

        #4
        Re: Finding lowest value in dictionary of objects, how?

        On Mon, 19 Nov 2007 20:00:27 +1100, Ben Finney wrote:
        You should carefully read the policies on plagiarism for your school. In
        general, the student is expected to use the resources of their course
        material, the lecturer and tutor, and their own creativity to come up
        with the answers — *not* ask on the internet.
        Plagiarism does not mean asking people for help. Nor does it mean using
        resources other than the official course material.

        It means passing off other people's work as your own.

        Even in the sad, debased, commercialized world of the 21st century
        university, learning outside of the class is not yet forbidden.



        --
        Steven.

        Comment

        • Boris Borcic

          #5
          Re: Finding lowest value in dictionary of objects, how?

          davenet wrote:
          Hi,
          >
          I'm new to Python and working on a school assignment.
          >
          I have setup a dictionary where the keys point to an object. Each
          object has two member variables. I need to find the smallest value
          contained in this group of objects.
          >
          The objects are defined as follows:
          >
          class Block:
          def __init__(self,a ddr):
          self.addr = addr
          self.age = 0
          >
          My dictionary is defined as:
          blocks = {}
          >
          I have added 1000 (will hold more after I get this working) objects. I
          need to find the lowest age in the dictionary. If there is more than
          one age that is lowest (like if several of them are '1', etc), then I
          can just pick randomly any that equal the lowest value.
          >>help(min)
          Help on built-in function min in module __builtin__:

          min(...)
          min(iterable[, key=func]) -value
          min(a, b, c, ...[, key=func]) -value

          With a single iterable argument, return its smallest item.
          With two or more arguments, return the smallest argument.
          >>def f(x) : return 3*x**2+10*x-4
          >>min(f(x) for x in range(-100,100))
          -12
          >>min(range(-100,100), key=f)
          -2
          >>f(-2)
          -12

          Comment

          • Steven Bethard

            #6
            Re: Finding lowest value in dictionary of objects, how?

            Boris Borcic wrote:
            davenet wrote:
            >Hi,
            >>
            >I'm new to Python and working on a school assignment.
            >>
            >I have setup a dictionary where the keys point to an object. Each
            >object has two member variables. I need to find the smallest value
            >contained in this group of objects.
            >>
            >The objects are defined as follows:
            >>
            >class Block:
            > def __init__(self,a ddr):
            > self.addr = addr
            > self.age = 0
            >>
            >My dictionary is defined as:
            > blocks = {}
            >>
            >I have added 1000 (will hold more after I get this working) objects. I
            >need to find the lowest age in the dictionary. If there is more than
            >one age that is lowest (like if several of them are '1', etc), then I
            >can just pick randomly any that equal the lowest value.
            >
            >>help(min)
            Help on built-in function min in module __builtin__:
            >
            min(...)
            min(iterable[, key=func]) -value
            min(a, b, c, ...[, key=func]) -value
            >
            With a single iterable argument, return its smallest item.
            With two or more arguments, return the smallest argument.
            >
            >>def f(x) : return 3*x**2+10*x-4
            >
            >>min(f(x) for x in range(-100,100))
            -12
            >>min(range(-100,100), key=f)
            -2
            >>f(-2)
            -12
            I'd like to second this one just so it doesn't get lost among all the
            other responses. You definitely want to look into the key= argument of
            min(). Your key function should look something like::

            def key(block):
            # return whatever attribute of block you care about

            Then just modify this code::

            lowest = min(self.blocks .values())

            to use the key= argument as well. I don't think you need the list
            comprehension at all.

            STeVe

            Comment

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