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raine / ramda-cli

:ram: A CLI tool for processing data with functional pipelines
ISC License
573 stars 12 forks source link

Big files #21

Open bas080 opened 4 years ago

bas080 commented 4 years ago

Imagine you have a huge file that you want to transform/filter. It won't fit in memory.

One might expect that using the -S option solves their issue. They try, and discover it does not. Instead they'll have to split the huge file using other tools, only then are they able to use Ramda-cli.

Does Ramda-cli want to cover the use case of files which exceed the size of memory?

jq is a tool which can solve your issues. Assuming Ramda-cli will support bigger files, it can compete/compliment jq:

  1. People can leverage their existing JS and Ramda experience to make parallelized shell pipelines.
  2. jq does not have a good use case for performing aggregations. FP and Ramda-cli makes this easy.
raine commented 4 years ago

Could you give an example of a command that is running out of memory, and what the structure of the input JSON is like?

bas080 commented 4 years ago

$ head -n 1 < ./youtube/episodes.json

{"playlist_uploader":"BBC News","upload_date":"20170804","extractor":"youtube","series":null,"format":"137 - 1920x1080 (1080p)+140 - audio only (tiny)","vbr":null,"chapters":null,"height":1080,"like_count":105,"duration":611,"fulltitle":"Grand jury used in Trump-Russia investigation - BBC News","playlist_index":3859,"album":null,"view_count":15553,"playlist":"Uploads from BBC News","title":"Grand jury used in Trump-Russia investigation - BBC News","_filename":"Grand jury used in Trump-Russia investigation - BBC News-000RIwgc1qw.mp4","creator":null,"ext":"mp4","id":"000RIwgc1qw","dislike_count":51,"playlist_id":"UU16niRr50-MSBwiO3YDb3RA","abr":128,"uploader_url":"http://www.youtube.com/user/bbcnews","categories":["News & Politics"],"fps":25,"stretched_ratio":null,"season_number":null,"annotations":null,"webpage_url_basename":"000RIwgc1qw","acodec":"mp4a.40.2","display_id":"000RIwgc1qw","requested_formats":[{"asr":null,"tbr":4319.567,"protocol":"https","format":"137 - 1920x1080 (1080p)","url":"https://r5---sn-5hne6nsr.googlevideo.com/videoplayback?expire=1572672849&ei=8MC8XcfNOpHLgAedlJOYCg&ip=92.109.36.73&id=o-ABeBSbVMhIVxspvJwtnC7YxfWBlH-snoQIe6avLyKZZ-&itag=137&aitags=133%2C134%2C135%2C136%2C137%2C160%2C242%2C243%2C244%2C247%2C248%2C278&source=youtube&requiressl=yes&mm=31%2C29&mn=sn-5hne6nsr%2Csn-5hnekn7s&ms=au%2Crdu&mv=m&mvi=4&pl=15&initcwndbps=1821250&mime=video%2Fmp4&gir=yes&clen=164609237&dur=610.480&lmt=1502260380160643&mt=1572651183&fvip=5&keepalive=yes&fexp=23842630&c=WEB&sparams=expire%2Cei%2Cip%2Cid%2Caitags%2Csource%2Crequiressl%2Cmime%2Cgir%2Cclen%2Cdur%2Clmt&sig=ALgxI2wwRgIhAJjI_Y7bh7sSMTb9Jm-6CdEw-8pXj_7LjcsWo8wlNooSAiEAm4Xu8CkQ9Z0pzoXzi_nRKWkf-H5r3b2wyblXOF-3A80%3D&lsparams=mm%2Cmn%2Cms%2Cmv%2Cmvi%2Cpl%2Cinitcwndbps&lsig=AHylml4wRgIhAL_3Tj7ULuOMHaEGWNebrSKg7Q95Gc3_oeh8oS7fwH6-AiEA8U2pnyt7shFTGuAMGVHArsoeoj5SYB15svMVqjmB3n8%3D&ratebypass=yes","vcodec":"avc1.640028","format_note":"1080p","height":1080,"downloader_options":{"http_chunk_size":10485760},"width":1920,"ext":"mp4","filesize":164609237,"fps":25,"format_id":"137","player_url":null,"http_headers":{"Accept-Charset":"ISO-8859-1,utf-8;q=0.7,*;q=0.7","Accept-Language":"en-us,en;q=0.5","Accept-Encoding":"gzip, deflate","Accept":"text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8","User-Agent":"Mozilla/5.0 (Windows NT 10.0; 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I now want to filter out lines based on the creation date. I want to get episodes from the 2010s.

$ ramda -s -S -c --js 'filter(propSatisfies(startsWith("201"), "upload_date"))' < ./youtube/episodes.json

The size of the file:

$ ls -lh ./youtube/episodes.json
-rw------- 1 user user 12G mrt 15 14:33 episodes.json