Loading Raw JSON into Pig - json

Question

I have a file where each line is a JSON object (actually, it's a dump of stackoverflow). I would like to load this into Apache Pig as easily as possible, but I am having trouble figuring out how I can tell Pig what the input format is. Here's an example of an entry,
{
"_id" : { "$oid" : "506492073401d91fa7fdffbe" },
"Body" : "....",
"ViewCount" : 7351,
"LastEditorDisplayName" : "Rich B",
"Title" : ".....",
"LastEditorUserId" : 140328,
"LastActivityDate" : { "$date" : 1314819738077 },
"LastEditDate" : { "$date" : 1313882544213 },
"AnswerCount" : 12, "CommentCount" : 19,
"AcceptedAnswerId" : 7,
"Score" : 83,
"PostTypeId" : "question",
"OwnerUserId" : 8,
"Tags" : [ "c#", "winforms" ],
"CreationDate" : { "$date" : 1217540572667 },
"FavoriteCount" : 13, "Id" : 4,
"ForumName" : "stackoverflow.com"
}
Is there a way I can load a file where each line is one of the above into Pig without having to specify the schema by hand? Or perhaps a way to automatically generate a schema based on the (possibly nested) keys observed in all objects? If I do need to specify the schema by hand, what would the schema string look like?
Thanks!

Answer 1

The quick and easy way: use Twitter's elephantbird project. Inside is a loader called com.twitter.elephantbird.pig.load.JsonLoader. When used directly like so,
A = LOAD '/path/to/data.json' USING com.twitter.elephantbird.pig.load.JsonLoader() as (json:map[]);
B = FOREACH A GENERATE json#'fieldName' AS field_name;
nested elements won't be loaded. However, you can easily fix that (if desired) by changing it to,
A = LOAD '/path/to/data.json' USING com.twitter.elephantbird.pig.load.JsonLoader('-nestedLoad')
Including elephantbird is easy -- simply pull the the project "elephant-bird" with organization "com.twitter.elephantbird" using Maven (or equivalent's) dependency manager, then issuing the usual register command in pig
register 'lib/elephantbird.jar';