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JSON vs MsgPack using Gzip + LZ4
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| ---------- RAW ---------- | |
| JSON 34291 byte(s) | |
| MsgPack 26364 byte(s) | |
| ---------- GZIP --------- | |
| JSON 05986 byte(s) | |
| MsgPack 06198 byte(s) | |
| ---------- LZ4 ---------- | |
| JSON 09758 byte(s) | |
| MsgPack 08548 byte(s) |
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| import json | |
| import zlib | |
| import lz4 | |
| import msgpack | |
| def compress_gzip(data): | |
| return zlib.compress(data) | |
| def compress_lz4(data): | |
| return lz4.dumps(data) | |
| class CompJSONDB(object): | |
| size = 0 | |
| def save(self, dct, compressor): | |
| compressed = compressor(json.dumps(dct).encode()) | |
| self.size = self.size + len(compressed) | |
| return len(compressed) | |
| class MsgPackDB(object): | |
| size = 0 | |
| def save(self, dct): | |
| l = len(msgpack.packb(dct)) | |
| self.size = self.size + l | |
| return l | |
| class CompMsgPackDB(object): | |
| size = 0 | |
| def save(self, dct, compressor): | |
| l = len(compressor(msgpack.packb(dct))) | |
| self.size = self.size + l | |
| return l | |
| if __name__ == "__main__": | |
| msgpackdb = MsgPackDB() | |
| gzMsgpackdb = CompMsgPackDB() | |
| gzJsondb = CompJSONDB() | |
| lzMsgpackdb = CompMsgPackDB() | |
| lzJsondb = CompJSONDB() | |
| with open('./public_timeline.json') as fp: | |
| public_timeline_buf = fp.read() | |
| public_timeline = json.loads(public_timeline_buf) | |
| public_timeline_size = len(json.dumps(public_timeline)) | |
| msgpackdb.save(public_timeline) | |
| gzJsondb.save(public_timeline, compress_gzip) | |
| gzMsgpackdb.save(public_timeline, compress_gzip) | |
| lzJsondb.save(public_timeline, compress_lz4) | |
| lzMsgpackdb.save(public_timeline, compress_lz4) | |
| print("---------- RAW ----------") | |
| print("JSON %05d byte(s)" % public_timeline_size) | |
| print("MsgPack %05d byte(s)" % msgpackdb.size) | |
| print("---------- GZIP ---------") | |
| print("JSON %05d byte(s)" % gzJsondb.size) | |
| print("MsgPack %05d byte(s)" % gzMsgpackdb.size) | |
| print("---------- LZ4 ----------") | |
| print("JSON %05d byte(s)" % lzJsondb.size) | |
| print("MsgPack %05d byte(s)" % lzMsgpackdb.size) |
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| [ | |
| { | |
| "text":"Whn IGet Ah Car Ima Love Life.", | |
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| "created_at":"Mon Jan 31 21:30:08 +0000 2011" | |
| }, | |
| { | |
| "text":"\u041a\u0430\u043a \u043e\u043f\u0443\u0441\u0442\u043e\u0448\u0438\u0442\u044c \u043e\u0437\u0435\u0440\u043e \u0437\u0430 15 \u043c\u0438\u043d\u0443\u0442? (4 \u0444\u043e\u0442\u043e http:\/\/ivit.info\/foto\/9292-.html #ivit_info", | |
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| "favorited":false, | |
| "created_at":"Mon Jan 31 21:30:07 +0000 2011" | |
| }, | |
| { | |
| "text":"Celexa (Citalopram) 20mg http:\/\/page2rss.com\/\/caa5e5aae1651e05173332a7e73fc6d1\/5306809_5307108\/celexa-citalopram-mg", | |
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| "profile_sidebar_fill_color":"252429", | |
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| "description":"Uni Drugs MedStore - CHEAP No Prescription Drugs - CIALIS KAMAGRA LEVITRA VIAGRA", | |
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| "favorited":false, | |
| "created_at":"Mon Jan 31 21:30:07 +0000 2011" | |
| }, | |
| { | |
| "text":"Interesing article on the OSU page http:\/\/oregonstate.edu\/ua\/ncs\/archives\/2011\/jan\/gender-and-hygiene-could-cleanliness-be-hurting-girls", | |
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| "created_at":"Mon Jan 31 21:30:07 +0000 2011" | |
| }, | |
| { | |
| "text":"....Every time im in the club and this song comes on, girls rush me http:\/\/www.youtube.com\/watch?v=Ac64vNkk6Ks ...no lie", | |
| "in_reply_to_screen_name":null, | |
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| "time_zone":"Mountain Time (US & Canada)", | |
| "description":"I inhaled a chemical substance that put me to sleep in 1311. Slept for 700yrs and woke up in 2011. My point is... ", | |
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| "created_at":"Mon Jan 31 21:30:06 +0000 2011" | |
| }, | |
| { | |
| "text":"well............................YEEESSSSSSSSSSSS. \u2014 i can't choose:\/ http:\/\/4ms.me\/efKJj8", | |
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| "created_at":"Mon Jan 31 21:30:05 +0000 2011" | |
| }, | |
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| "text":"Payla\u015f\u0131mlar B\u015flam\u0131\u015ft\u0131r... ;)", | |
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