数据转单层字典
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | def data2single_dict(source): stack = [(source, "")] result = {} while stack: obj, parent_name = stack.pop() if isinstance (obj, dict ): for k, v in obj.items(): column_name = f "{parent_name}.{k}" if parent_name else k stack.append((v, column_name)) elif isinstance (obj, list ) or isinstance (obj, tuple ): for i, v in enumerate (obj): column_name = f "{parent_name}.{i}" if parent_name else f "{i}" stack.append((v, column_name)) else : result[parent_name] = obj return result data1 = { "a" : { "b" : { "c" : 1 }, "d" : 2 }, "e" : 3 } data2 = { "a" : { "b" : { "c" : [ 1 , 2 , 3 ] }, "d" : [ 4 , 5 , 6 ] }, "e" : [ 7 , 8 , 9 ], "f" : 10 } data3 = [{ "a" : { "b" : "c" }, "d" : [ 1 , 2 , 3 ], "f" : [{ "g" : 4 }, "5" , 6 ] }] data4 = [{ "a" : { "b" : "c" }, "d" : [[ - 1 , - 2 ], 2 , 3 ], "f" : [{ "g" : 4 }, "5" , 6 ] }] print (data2single_dict(data1)) print (data2single_dict(data2)) print (data2single_dict(data3)) print (data2single_dict(data4)) |
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