jienagu / jsonMojo

Python library provides a series of functions to tidy dictionary

jsonMojo

A series of utility functions to help with tidy json via python dictionary.

Installation from github

Use the package manager pip to install jsonMojo.

pip install jsonMojo

features

• replace_element: recursively replace an element by a desired element within a dictionary
• remove_element: recursively remove a desired element within a dictionary
• list_flatten: recursively flat a list/array
• sort_dict: sort a python dictionary by either key or value
• filter_rowwise: filter a rowwise list/array by selected value(s)
• sort_rowwise: sort a rowwise list/array by selected key

Usage

import jsonMojo as jm

# test_dict as an example input
test_dict = {
    "A": "1",
    "B": "2",
    "C":{
        "C1": ["1", "45"]
    }
}

Recursively replace an element by a desired element within a dictionary

jm.replace_element(test_dict, to_replace = "1", replace_with = "A1" )
#returns {'A': 'A1', 'B': '2', 'C': {'C1': ['A1', '45']}}

We can set output_json = True if we want the output in JSON string format.

jm.replace_element(test_dict, to_replace = "1", replace_with = "A1" , output_json = True)
#returns '{\n"A": "A1",\n"B": "2",\n"C": {\n"C1": [\n"A1",\n"45"\n]\n}\n}'}

Recursively remove a desired element within a dictionary

jm.remove_element(test_dict, to_remove = "1" )
#returns {'B': '2', 'C': {'C1': ['45']}}

jm.remove_element(test_dict, to_remove = "1" , output_json = True)
#returns '{\n"B": "2",\n"C": {\n"C1": [\n"45"\n]\n}\n}'

recursively flat a list/array

jm.list_flatten(['2', ['1', '3', ['a', '1']]] )
#returns ['2', '1', '3', 'a', '1']

jm.list_flatten(list({"A", "B"}))
#returns ['A', 'B']

jm.list_flatten(['2', ['1', '3', ['a', '1']]] , output_json = True)
#returns '[\n"2",\n"1",\n"3",\n"a",\n"1"\n]'

jm.list_flatten(list({"A", "B"}), output_json = True)
#returns '[\n"A",\n"B"\n]'

sort a python dictionary by either key or value

jm.sort_dict(input_dict = {"A": 2, "BA": 4, "GW": 3, "EW": 1, "W": 0}, sort_by_key = False, descending = False )
# returns {'W': 0, 'EW': 1, 'A': 2, 'GW': 3, 'BA': 4}

jm.sort_dict(input_dict = {"A": 2, "BA": 4, "GW": 3, "EW": 1, "W": 0}, sort_by_key = True, descending = False )
# returns {'A': 2, 'BA': 4, 'EW': 1, 'GW': 3, 'W': 0}

We can set output_json = True if we want the output in JSON string format.

filter a rowwise list/array by selected value(s)

input_rowwise = [
    {"id": 10, "dept": "Biology"},
    {"id": 2, "dept": "Chemistry"},
    {"id": 3, "dept": "Computer Science"}
]
jm.filter_rowwise(input_rowwise, by_key = "dept", filter_in = ["Biology", "Computer Science"])
# returns [{'id': 1, 'dept': 'Biology'}, {'id': 3, 'dept': 'Computer Science'}]

We can set output_json = True if we want the output in JSON string format.

sort a rowwise list/array by selected key

cars = [
  {'car': 'Ford', 'year': 2005},
  {'car': 'Mitsubishi', 'year': 2000},
  {'car': 'BMW', 'year': 2019},
  {'car': 'VW', 'year': 2011}
]
jm.sort_rowwise(cars, by_key = 'car', descending =False)
# returns [{'car': 'BMW', 'year': 2019},
# {'car': 'Ford', 'year': 2005},
# {'car': 'Mitsubishi', 'year': 2000},
# {'car': 'VW', 'year': 2011}]

We can set output_json = True if we want the output in JSON string format.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.