+ i5Rt^RIt^RIt^RIt^RIt^RIt^RIt^RIt^RIt^RI t ^RI H t H t ^RI Ht^RIHtHtHtHtHtHtR^ R^R^(/tR^R^R^/tRt]!0R kR kR kR kR kRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkR kR!kR"kR#kR$kR%kR&kR'kR(kR)kR*kR+kR,kR-kR.kR/kR0kR1kR2kR3kR4k4t/R5R6R70bR8R6R70bR60R_mbR70R`mbR9R:0bR:R90bR;R<0bRR?0bR@RARB0bRCRD0bRDRC0bRERF0bRFRE0bRGRH0bRHRG0btRIRJltRKRLltRMRNltRORPltRQRRlt RaRSRTllt!RURVlt"RWRXlt#RbRYRZllt$RaR[R\llt%R]R^lt&R#)cu.YouTube search and transcript extraction via yt-dlp for /last30days v2.1. Uses yt-dlp (https://github.com/yt-dlp/yt-dlp) for both YouTube search and transcript extraction. No API keys needed — just have yt-dlp installed. Inspired by Peter Steinberger's toolchain approach (yt-dlp + summarize CLI). N)ThreadPoolExecutor as_completed)Path)AnyDictListOptionalSetTuplequickdefaultdeepitheaantoforhowisinofonandwithfrombyatthisthatitmyyourimeweyouwhataredocanitsbeornotnosoifbutaboutalljustgethashavewaswillhipraphiphophopjs javascriptts typescriptai artificial intelligencemlmachinelearningreactreactjssveltesveltejsvuevuejscFV^8dQhR\R\\,/#)textreturn)strr )formats"V/Users/bowang/.openclaw/workspace/skills/last30days-official/scripts/lib/youtube_yt.py __annotate__rUEs  C CH cP\P!RRVP44P4pVUu0uF#q"\9gK\ V4^8gK!VkK% pp\ V4pVF,pV\9gKVP\V,4K. V#uupi)zLowercase, strip punctuation, remove stopwords, drop single-char tokens. Expands tokens with synonyms for better cross-domain matching.z[^\w\s] ) resublowersplit STOPWORDSlensetSYNONYMSupdate)rPwordswtokensexpandedts& rT _tokenizergEs FF:sDJJL 1 7 7 9E DA9"4aQ!aaF D6{H  = OOHQK ( O Es B# B#B#c<V^8dQhR\R\R\/#)rOquerytitlerQ)rRfloat)rSs"rTrUrURs!%%c%#%%%rVc\V4p\V4pV'gR#\W#,4pV\V4, p\R\RV44#)zCompute relevance as ratio of query tokens found in title. Uses ratio overlap (intersection / query_length) so short queries score higher when fully represented in the title. Floors at 0.1. g?g?g?)rgr^maxmin)rirjq_tokenst_tokensoverlapratios&& rT_compute_relevancersRsL HH (%&G c(m #E sCUO $$rVc$V^8dQhR\/#)rOmsgrR)rSs"rTrUrUcscrVc\PPRV R24\PP4R#)zLog to stderr.z [YouTube]  N)sysstderrwriteflush)rus&rT_logr}cs-JJz#b)*JJrVc$V^8dQhR\/#)rOrQ)bool)rSs"rTrUrUis..D.rVc2\P!R4RJ#)z%Check if yt-dlp is available in PATH.yt-dlpN)shutilwhichrVrTis_ytdlp_installedris << ! --rVc0V^8dQhR\R\/#)rOtopicrQrv)rSs"rTrUrUns# # # # rVcVP4P4p.ROpVF?pVPVR,4'gK#V\V4RP4pKA 0RmpVP 4pVUu.uF qfV9gK VNK ppV'dRP V4MTpVP R4#uupi)zExtract core subject from verbose query for YouTube search. Strips meta/research words to keep only the core product/concept name, similar to bird_x.py's approach. rXNz?!.) zwhat are the bestzwhat is the bestzwhat are the latestzwhat are people saying aboutzwhat do people think aboutz how do i usez how to usezhow tozwhat arezwhat isztips forzbest practices for>newtopbestgoodnewsgreatviraladvicekillerlatestpromptraawesomehottestmethodspopularpromptsupdatesfeaturestrending practices prompting approaches strategiesrecommendations)r[strip startswithr^r\joinrstrip) rrPprefixespnoiserbrcfilteredresults & rT_extract_core_subjectrns ;;=   DH  ??1s7 # #A=&&(D E JJLE 35aUN5H3#+SXXh F == 4s C Cc vV^8dQhR\R\R\R\R\\\3,/#rOr from_dateto_datedepthrQrRrr)rSs"rTrUrUsIqq qqq  q  #s(^ qrVcb\4'gR.RR/#\PV\R,4p\V4p\ RV RV RV R24R R V R V 2R R R.p\ \ R4'd\ PMRp\P!V\P\PRVR7pVP^xR7wrT ;'gRP14'g\ R4R./#.p T P14P3R4EFp T P14p T 'gK\4P6!T 4p T PRR4pT PR4;'g^pT PR4;'g^pT PR4;'g^pT PRR4pRpT'd0\;T4^8Xd TR, R TR!, R TR", 2pT P=R#TR$T PR$R4R%R&T 2R'T PR(T PR)R44R*TR+R,TR-TR.T/R/T PR/4R0\?Y]PR$R44R1R2T PR$T4R3, 2/ 4EK T Uu.uF&pTR*,'gKTR*,T8gK$TNK( pp\;T4^8dTp \ R4\;T 4 R524M$\ R4\;T 4 R6\;T4 R724T PAR8RR97RT /# \Pd\ P!\ P!TP4\ P"4M, \$\&\(3dTP+4Mi;iTP-^R7\ R4R.RR/u#i;i \.d R.RR/u#i;i \4P8dEKi;iuupi):zSearch YouTube via yt-dlp. No API key needed. Args: topic: Search topic from_date: Start date (YYYY-MM-DD) to_date: End date (YYYY-MM-DD) depth: 'quick', 'default', or 'deep' Returns: Dict with 'items' list of video metadata dicts. itemserrorzyt-dlp not installedr zSearching YouTube for 'z ' (since z, count=)rytsearch:z --dump-json --no-warningsz --no-downloadsetsidNTstdoutrzrP preexec_fntimeoutzYouTube search timed out (120s)zSearch timed outzyt-dlp not foundz!YouTube search returned 0 resultsrxid view_count like_count comment_count upload_date:NN-:rN:rNvideo_idrjurl https://www.youtube.com/watch?v= channel_namechanneluploaderdate engagementviewslikescommentsduration relevance why_relevantz YouTube: :N<NzFound z videos within date rangez videos (z within date range, keeping all)c"VR,R,#)rrr)xs&rT search_youtube..s Q|_W5rV)keyreverse)!r DEPTH_CONFIGr5rr}hasattrosr subprocessPopenPIPE communicateTimeoutExpiredkillpggetpgidpidsignalSIGTERMProcessLookupErrorPermissionErrorOSErrorkillwaitFileNotFoundErrorrr\jsonloadsJSONDecodeErrorr^appendrssort)rrrrcount core_topiccmdpreexecprocrrzrlinevideorrrrrdate_strr"recents&&&& rTsearch_youtubers"   W&<==   UL$; !--c-:NF LLb   ! ! 01} E $$T*zz|  JJt$E99T2&YY|,11 YY|,11  /277a ii r2  3{+q0%b/*!K,<+=Q{3?O>PQH  UYYw+ 5hZ@ EIIi:r1JK H M  *- +J '28NO i ':(Fs(K'LM  )+J GA!F))a& Y0FaaF G 6{a vc%j\!: ;< vc%j\3v;-7W XY JJ5tJD U A(( >  "**TXX.?&A    IIaI 2 3R*<= = > :W&899:##   >Hsy7O8M P4P, P,P, O5AN#"O5#&O  O5 O  &O52O84O55O88P  P P)(P)c0V^8dQhR\R\/#)rOvtt_textrQrv)rSs"rTrUrUs9999rVc\\P!RRV\PR7p\P!RRV4p\P!RRV4p\P!RRV\PR7pVP 4P R4p\ 4p.pVFGpVP 4pV'gKWc9gK%VPV4VPV4KI \P!RR R PV44P 4#) z/Convert VTT subtitle format to clean plaintext.z^WEBVTT.*?\n\nr)flagsz=\d{2}:\d{2}:\d{2}\.\d{3}\s*-->\s*\d{2}:\d{2}:\d{2}\.\d{3}.*\nz<[^>]+>z^\d+\s*$rxz\s+rX) rYrZDOTALL MULTILINErr\r_addrr)rrPlinesseenuniquerstrippeds& rT _clean_vttr s 66#R CD 66RTVX\ ]D 66*b$ 'D 66+r4r|| -fetch_transcripts_parallel..s /)AQaa)s  zGot transcripts for /) r}r^tempfileTemporaryDirectoryrsubmitrrr Exceptionsumvalues) rrresultsr executorvidfuturesfuturegots && rTfetch_transcripts_parallelr3bs   $S^$4G <=G  $ $ & &( K 8 8H%$C 0#@#E$ 'w/o(#)==?GL0 9 '  /) / /C uAc)n%5W => N!(#'GL(9 8 ' &sZD&D  C8 <D C= 'D +D&8D =D D D D  D# D&& D6 c vV^8dQhR\R\R\R\R\\\3,/#rr)rSs"rTrUrUsB## ###  #  #s(^ #rVcT\WW#4pVPR.4pV'gV#\PV\R,4pVRVUu.uF qwR,NK pp\V4p VF,pVR,p V PV 4p T ;'gRVR&K. RV/#uupi)a.Full YouTube search: find videos, then fetch transcripts for top results. Args: topic: Search topic from_date: Start date (YYYY-MM-DD) to_date: End date (YYYY-MM-DD) depth: 'quick', 'default', or 'deep' Returns: Dict with 'items' list. Each item has a 'transcript_snippet' field. rr Nrrtranscript_snippet)rr5TRANSCRIPT_LIMITSr3) rrrr search_resultrtranscript_limititemtop_ids transcriptsr/rs &&&& rTsearch_and_transcriber=s$#5WDM   gr *E ),,U4Ei4PQ,12C3C,DE,DDJ,DGE,W5K: __S) %/%5%52 !" U FsB%cV^8dQhR\\\3,R\\\\3,,/#)rOresponserQ)rrRrr)rSs"rTrUrUs/%%T#s(^%T#s(^8L%rVc&VPR.4#)znParse YouTube search response to normalized format. Returns: List of item dicts ready for normalization. r)r5)r?s&rTparse_youtube_responserAs << $$rV>r:r=r<>r:r=r;)r ))'__doc__rmathrrYrrrryr'concurrent.futuresrrpathlibrtypingrrrrr r rr7r frozensetr]r`rgrsr}rrrr rr3r=rArrVrTrIs:  ?88 R r B  Q q A   !#(*.046:<@  !%'-/57;=A  #%+-248:?     # %) +/ 16 8?          "(  */  17     E8   E8   #  #    <.   4&   <. 4&  < (  9j !  i[ y  zl    G9   eW! ( %" . # Lqh9,A.H"J#L%rV