_input_steps: - step: &bluemoon type: CsvInput sync: main config: path: "data/rentry/bluemoon/bluemoon-fanbased-roleplays-1x1.csv" fields: conversation: 'thread_href' from: 'message_username' message: 'message' _debug_steps: - step: &extract_ooc type: RegexExtract description: "Extract OOC matches for examination" config: path: 'out/ooc_%worker%.txt' dotAll: true multiLine: true escape: true patterns: [ '\{.*\}', '\[.*?\]', '\(\(.*?(\)|\W)\)+', '^\(.*?\){1}', '\([^\(]+\)$', '(OOC|ooc|OoC|OCC|ooc|Ooc)(:| |-|;)\n?.*?(\n|$)', '(\n\nSee more|See more\n\n)', '^(RE|Re):.*?\n', '^NSFW:.*?\n$', '^Note to everyone.*\)\)\n', '_*Author.*\n*_', 'x{3,}.*TEST?x*', '^- Let me.*-', '^.*\^\^;.*\){1}', '^As the title suggests.*Littleton.', '^.*\)\)\n' ] - step: &extract_links type: RegexExtract description: "Extract links for examination." config: path: 'out/links.txt' escape: true overwrite: true patterns: [ '\[img|video.*\[\/img|video\]+', 'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\(\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+' ] - step: &extract_trim_nonwords type: RegexExtract description: "Extract leading non-word data for examination." config: path: 'out/trim-nonwords.txt' dotAll: true multiLine: true escape: true overwrite: true patterns: [ '^(-|,|\||\.|=|_|])\W*(s|\W)+\W(\b|\n)', '^([w_=x]{5,}|~\+\+~)(\b|\n)', '^(_|])+(\b|\n)', '^(\s|\.|,|\|)+' ] - step: &strip_usernames type: ExactReplace pack: [ 'pack/gen/usernames.csv' ] config: caseSensitive: true packedReplacements: [ 'pack/gen/usernames.csv' ] passes: # Collect all usernames from source data - pass: &usernames required: - path: "data/rentry/bluemoon/bluemoon-fanbased-roleplays-1x1.csv" sha512: f31d6bd278bc4211736d6aace3917cd0c1d0143bec9bf9d07054f5f9b32060e17399b6ea0935774b2271ac45a88309a60ef8eec8c4ac5283d1b353a255529cc5 steps: - *bluemoon - type: CsvOutput description: "Extract usernames" config: path: 'out/usernames_%worker%.csv' ignoreDuplicates: true fields: [ 'from' ] - type: FileConcatenate sync: main config: path: 'pack/gen/usernames_all.csv' files: [ 'out/usernames_*.csv' ] ignoreDuplicateLines: true eol: "\r\n" delete: true artifacts: - file: 'pack/gen/usernames_all.csv' sha512: ffcc8aa980f4d8b0cace9092280d07215337cc316cb3fa45742a5f5a735d21a31f581d27884a414df21ac99616d14c7ebec1ab68a5766c10faa4b1564ceb7c20 # Count the occurrences of usernames in messages in the source data - pass: &count_usernames required: - path: "pack/gen/usernames_all.csv" sha512: ffcc8aa980f4d8b0cace9092280d07215337cc316cb3fa45742a5f5a735d21a31f581d27884a414df21ac99616d14c7ebec1ab68a5766c10faa4b1564ceb7c20 - path: "data/rentry/bluemoon/bluemoon-fanbased-roleplays-1x1.csv" sha512: f31d6bd278bc4211736d6aace3917cd0c1d0143bec9bf9d07054f5f9b32060e17399b6ea0935774b2271ac45a88309a60ef8eec8c4ac5283d1b353a255529cc5 steps: - *bluemoon - type: StatsCountOccurrences description: "Count occurrences of usernames." pack: [ 'pack/gen/usernames_all.csv' ] config: path: 'out/usernames_counted_%worker%.csv' packedPatterns: [ 'pack/gen/usernames_all.csv' ] countCol: 2 regex: false min: 1 - type: StatsAddColMerge description: "Merge username count csv files" sync: main config: path: 'pack/gen/usernames.csv' files: [ 'out/usernames_counted_*.csv' ] cols: [ 2 ] min: 1 artifacts: - file: 'pack/gen/usernames.csv'