#! /usr/bin/python3

import json

print("Opening CORPUSExtract.json")
with open("./CORPUSExtract.json", "r") as input_file:
    dict = json.load(input_file)
    list = dict['TIPLOCDATA']

cleanList = []

print("Processing data")
for item in list:
    if item["3ALPHA"] != ' ' and item["STANOX"] != ' ':
        item.pop("UIC")
        item.pop("NLCDESC16")
        item.pop("NLC")
        cleanList.append(item)

print("Saving data")

cleanDict = {"data":cleanList}
with open("CorpusClean.json", "w") as output_file:
    output_file.write(json.dumps(cleanDict))

print(cleanList)
print("Processed.")