blissful-basics 0.2.19

Tools I need in every python project

What is this?

The tools I find myself copying and pasting between every python project.

How do I use this?

pip install blissful_basics

from blissful_basics import print, flatten, to_pure, stringify, stats, product, countdown, large_pickle_save, large_pickle_load, FS, Object

# 
# print helpers
# 
if 1:
    # settings
    print.indent.string = "    "
    
    # recursively indents function calls
    @print.indent.function 
    def my_func(counter=5):
        if counter <= 0: return
        print(f"function call {counter} start")
        my_func(counter-1)
        print(f"function call {counter} done")
    
    
    my_func()
    
    #    function call 5 start
    #        function call 4 start
    #            function call 3 start
    #                function call 2 start
    #                    function call 1 start
    #                    function call 1 done
    #                function call 2 done
    #            function call 3 done
    #        function call 4 done
    #    function call 5 done
    
    
    # simple indent
    with print.indent:
        print("howdy1")
        with print.indent:
            print("howdy2")
        print("howdy3")
    
    #    howdy1
    #        howdy2
    #    howdy3
    
    # also indents stuff from the function
    with print.indent.block("stuff"):
        print("hi")
        my_func()
    
    # stuff
    #     hi
    #        function call 5 start
    #            function call 4 start
    #                function call 3 start
    #                    function call 2 start
    #                        function call 1 start
    #                        function call 1 done
    #                    function call 2 done
    #                function call 3 done
    #            function call 4 done
    #        function call 5 done

# 
# to_pure()
# 
if 1:
    import numpy
    import torch

    to_pure(numpy.array([1,2,3,4,5]))   # [1,2,3,4,5]
    to_pure(torch.tensor([1,2,3,4,5]))  # [1,2,3,4,5] # even if its on a GPU device

# 
# stats
# 
if 1:
    stats([1,2,3,4,5])
    # Object(
    #     max = 5,
    #     min = 1,
    #     range = 4,
    #     count = 5,
    #     sum = 15,
    #     average = 3.0,
    #     stdev = 1.5811388300841898,
    #     median = 3,
    #     q1 = 1.5,
    #     q3 = 4.5,
    #     normalized = (0.0, 0.25, 0.5, 0.75, 1.0),
    # )

# 
# plain object
# 
if 1:
    a = Object(thing=10)
    a.thing # 10
    a.thing = 99
    a.thing # 99