将包含pig的复杂嵌套json展平,并在|分隔文件中输出

ohtdti5x  于 2021-06-21  发布在  Pig
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我需要获取一些复杂的嵌套json,并将其转换为以制表符分隔的输出,其中输入json的每个ts和y对都有一个唯一的输出行。我知道如何以制表符分隔的格式输出,但在正确地展平json时遇到了问题。根据下面的输入和期望的输出有什么建议吗?我正在使用elephantbird加载json。
我有以下输入:

{
    “gateway": [
        {"beer" : [
                {"change_date": "change_date"},
                {"type": "squirrel-pale-ale"},
                {"vendor": "foo-vendor"},
                {"size": "size"}
            ] 
        },
        {"name": "SBS01"},
        {"hw_version": "1.1"}
    ],
    "sensors": [
        [
            {"info": {
                "name": "fake-sensor01",
                "serial_number": “fakies40911",
                "type": "temperature"
                }
            },
            {"values": [
                    {"ts": 1400869261, "y": 998}, // "ts" is UNIX Epoch in UTC
                    {"ts": 1400869276, "y": 1002}
                ]
            }
        ],
        [
            {"info": {
                "name": "fake-sensor02",
                "serial_number": “fakies40944",
                "type": "flow"
                }
            },
            {"values": [
                    {"ts": 1400869294, "y": 54},
                    {"ts": 1400869303, "y": 76}
                ]
            }
        ]
    ]
}

我可以用这个pig脚本加载它:

register 's3://path-to-scripts/elephant-bird-core-4.5.jar';
register 's3://path-to-scripts/elephant-bird-hadoop-compat-4.5.jar';
register 's3://path-to-scripts/elephant-bird-pig-4.5.jar';
register 's3://path-to-scripts/json-simple-1.1.1.jar';

data = load 's3://path-to-data/example_record.json' using com.twitter.elephantbird.pig.load.JsonLoader('-nestedLoad') AS (json:map[]);

现在我想得到每个ts和y对的扁平元组,同时保留其他属性。我尝试过用flatten和从Map中引用kv对来生成各种语句序列,但是很困难。寻找如何获得此结果的建议:

(SBS01, 1.1, change_date, squirrel-pale-ale, foo-vendor, size, fake-sensor01, fakies40911, temperature, 1400869261, 998)
(SBS01, 1.1, change_date, squirrel-pale-ale, foo-vendor, size, fake-sensor01, fakies40911, temperature, 1400869276, 1002)
(SBS01, 1.1, change_date, squirrel-pale-ale, foo-vendor, size, fake-sensor02, fakies40944, flow, 1400869294, 54)
(SBS01, 1.1, change_date, squirrel-pale-ale, foo-vendor, size, fake-sensor02, fakies40944, flow, 1400869303, 76)

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