qiB rdZddlZddlZddlZddlZddlmZddlmZmZddl m Z m Z m Z m Z ddlZddlmZddlZddlZdZde ed e efd ZGd d Z dd lmZn #e$rdZYnwxYwGddZGddZdeded e e eeffdZde e d e fdZefdedefdZe dkrpddl!Z!e!j"Z#e#$dde#%Z&ej'ej(deee&j)dSdS)z wikipedia.py Extracted Wikipedia current events processing and geolocation helpers. This module provides `fetch_and_process_current_events(out_path, user_agent)` which mirrors the logic previously embedded in `pulse.py`. N)Path)datetimetimezone)OptionalTupleListDict) BeautifulSoupz0pulse/1.0 (+https://github.com/htmlfarmer/pulse)sreturncz||S |} tjdd|}||krn|} |S#t$r|cYSwxYw)NTz(?<=\d),\s+(?=\d{3}\b),)resub Exception)r outnews %/home/asher/github/pulse/wikipedia.py_normalize_number_commasrspy  &2C==CczzC    s $+ ::ceZdZdZdZdZdS)SuppressStderrzDContext manager to suppress C-level stderr from llama_cpp if loaded.ctjd|_tjtjtj|_tj|jddSN)osduporiginal_stderropendevnullO_WRONLYdup2)selfs r __enter__zSuppressStderr.__enter__)sC!vayywrz2;77   a     cltj|jdtj|jdSr)rr!rcloser)r"exc_typeexc_valexc_tbs r__exit__zSuppressStderr.__exit__.s/ $a((( r$N)__name__ __module__ __qualname____doc__r#r*r$rrr's8NN!!! r$r)Llamac*eZdZdZddededefdZdS)AIModelcd|_ddddddddd d d gd d |_d|_tjdt tjdd|_dS t5t dd|i|jd|_dddn #1swxYwY|jtjddStjddS#t$r)}tjd|d|_Yd}~dSd}~wwxYw)NirF)n_ctx n_threads n_gpu_layersverboseg?(gffffff?g?2z <|eot_id|>) temperaturetop_ktop_prepeat_penalty max_tokensstop) llama_paramsgeneration_paramsz7You are a helpful assistant. 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"I%OO-- i''I,B,B~YbGbGbfnr{f{f{FMFQFQR\F]F]ahFhFhO$rsss*1GJ' R%]4?RYcefff++---!z~~n==CJJLL-44!#B#%66*i#@#@#MIM!w}};);$RRR(PQ(P(PQQQQQQQQR$-JL!C:!C!C!CDDDJz***qLGHHHH>j&=&=>#BUBUBUBURUBUBUBUBUBUK%)_ &j88)3k)AJ:LXk)l)l%]:G^egptuuu6y}& $ 5 5 7 7 7 7#,&&& ' .K.K.K L L L %&%'E'+d'K'K 7 7#&;$,'*yy{{'+!-$,#'??7#;#;!7+/G +>+D+D+F+FD'+x'7'7(-$)LL$6$6$6$(IIe$4$4$:$:$<$JL!C:!C!C!CDDDJz***qLGHHHHEEEE   CCCDDDSWSSSSSsC0J.BI:I:: J%J J. J%%J..U,>S, KS, KS,KA"S,*S,0.R7R+ N54R+5 O?OOB=R+ R7%U,+R/ /R72R/ 3R76S,7 S$SS,S$$S,,U,>AU''U,r\)r+r,r-r]rKr[r/r$rr_r_asq #3 # # # #cTcTcTScTCcTcTcTcTcTcTr$r_ location_name user_agentc |r|dvrdStjd|dtj|d}d|i} tj||d}|}|dstjd |d dS|dd d }d |d}tj||d}|} | di|idi} d| vrU| dd ddd} | d| d} } tjd| d| d|d|d | | fStjd|d|ddS#t$r%}tj d|d|Yd}~dSd}~wwxYw)N)unknownzerror: model not loaded.zerror: generation failed.z -> Querying Wikidata for: zBhttps://www.wikidata.org/w/api.php?action=wbsearchentities&search=z &language=en&limit=1&format=json User-Agent r}rfsearch& -> Wikidata: No search results for 'z'.ridz Wikidata: Found coordinates (, z) for z (z).z/ -> Wikidata: No coordinates (P625) found for z -> Wikidata API error for '': ) rrGrHrlutilsquoterXr|rnrrI)rr search_urlr}search_response search_dataqid entity_urlentity_response entity_datarcoordslatlonrJs rget_coords_from_wikidatarsJ M//115yyyt L? ??@@@\V^VdVjVjkxVyVy\\\JZ(G",z7BOOO%**,, x((  OV]VVV W W W4(#A&t,rTWrrr ",z7BOOO%**,, R0044S"==AA(BOO V  F^A&z2;?HFj)6++>C LhchhShhP]hhadhhh i i i:  Ofmff_bfff g g g4  KmKKKKLLLttttts&AF-4CF-F-- G7GGfeaturesc d|dS)NFeatureCollection)typerr/)rs r to_geojsonrs'X > >>r$out_pathc/abctjdd}dbtjddc t|}|jrt jd||bnt jd|dn.#t$r!}t jd |Yd}~nd}~wwxYwbtjd d  d v}|rt jd tc r7tcbtbddst jddbn-t jdcdnt jdt jdd}d|i} tj||d}|n4#tj$r"}t jd|Yd}~dSd}~wwxYwbcfdadabfd } t%|jd} | gdD]} | t+jd} g} | dd }|s_| dd! | dd" z}|D]-}||dd# .|sJ| dd$%D]2}| |d&r||3|D]}d'|d(pgvrn|dd) p|dd* }|sPd}|jD]v}t|d+dd,kr|d-}|d.d$/}|r0t=|d0kr|d$/|kr|}v|r#|r|d1|n|}| |gd2t|d+dd3kr|d4d56D]}|d.d$/}|sg}|d7d$8D]T}|d9}|d:rd;|z}n|d<rd=|z}||U|r|d1|n|}| ||d2x|j !d$d$>|j d?z } |"d@dABn#t$rYnwxYwg}| st jdCtG| D] \}} | dDdE}!| dFg}"dE}#dE}$dE}%dx}&}'|!}(d})d}*br=dG|!}+dH},dIbj$dJdK<| |+|,L}-|-}* tKdM|d1|*tLj'Nn#t$rYnwxYw|-(}.dO|.vrm|.dOdPz}/|.dQ|/}0|0dRkr|.|/|0(n|.|/d(}.npdQ|.vrl|.dQdSz}/|.dQ|/}0|0dRkr|.|/|0(n|.|/d(}. tSj*|.}1tW|1tXr|1dTpdE}#|1dUpdE}$|1dV}2tW|2tXr|2dWdE}3|2dXdE}4|3dY|4(dY}%|2dZ|1dZ}&|2d[|1d[}'nntW|2tZr-|2}%|1dZ}&|1d[}'n,dE}%|1dZ}&|1d[}'|1d\p|(}(|1dVr|1dVnd})n<#t$r/}t jd]|d1|d^|-dd_Yd}~nd}~wwxYwd}5d}6br d`|!}7| |7}5 tKda|db|!dd0dc|5tLj'Nn#t$rYnwxYw|5pdE(}8dO|8vrm|8dOdPz}/|8dQ|/}0|0dRkr|8|/|0(n|8|/d(}8npdQ|8vrl|8dQdSz}/|8dQ|/}0|0dRkr|8|/|0(n|8|/d(}8d5}9 tSj*|8}:tW|:tXrodZ|:vrkd[|:vrgt]|:dZ};t]|:d[}<|;||>r t]|>0di};t]|>0dj}<|;||>r;|>0di}Btg|B|}A|Ar|Adg|Adi}'}&|B}%|B}# |&t]|&nd}&|'t]|'nd}'n#thtjf$rdx}&}'YnwxYw|%rtg|%|nd}Adx}C}Dd}Ed}F|Ar/|Adg|Adi}D}Ct jdq|%dr|Cdf|Dnvt jds|%dtbr[|%rX du|%dv}G| |G}Et jdw|%drtm|Eddx tKdy|%dr|EtLj'Nn#t$rYnwxYw|E(}HdO|Hvrm|HdOdPz}/|HdQ|/}0|0dRkr|H|/|0(n|H|/d(}HnpdQ|Hvrl|HdQdSz}/|HdQ|/}0|0dRkr|H|/|0(n|H|/d(}Hd5}Idz}J tSj*|H}KtW|KtXrdZ|Kvrd[|Kvr t]|KdZ}Lt]|Kd[}M|L|M}D}C|L|Mdd}Ft jd{|%dr|Cdf|D tKd||%dr|Ldf|MtLj'Nn#t$rYnwxYwd$}In#t$rd5}IYnwxYwn#t$rd5}IYnwxYw|Ist jd}|%dr|Hddx tKd~|%dr|HtLj'Nn#t$rYnwxYwdgdl}N|Isd|Hvsd|Hvsd|Hvr|N7d|H}Ot=|Odjkr |J|Odg}L|J|Odi}M|L`|M^|L|M}D}C|L|Mdd}Ft jd|%dr|Ldf|M tKd|%dr|Ldf|MtLj'Nn#t$rYnwxYwd$}In#t$rd5}IYnwxYw|N/dh|H}>|>r t]|>0di}Lt]|>0dj}M|L|M}D}C|L|Mdd}Ft jd|%dr|Ldf|M tKd|%dr|Ldf|MtLj'Nn#t$rYnwxYwd$}In#t$rd5}IYnwxYw|Is|N/d|H|Nj8}P|Pr t]|P0di}Lt]|P0dj}M|L|M}D}C|L|Mdd}Ft jd|%dr|Ldf|M tKd|%dr|Ldf|MtLj'Nn#t$rYnwxYwd$}In#t$rd5}IYnwxYw|Is|Nd|H}Q|Qr|Q0di(dY|Q0dj(}Rt jd|Rd tg|R|}S|Srj|Sdg|Sdi}D}C|C|Ddd}Ft jd|Rd|Cdf|D tKd|%dr|Cdf|DtLj'Nn#t$rYnwxYwd$}In#t$rd5}IYnwxYwn1#t$r$}t jd|%dr|Yd}~nd}~wwxYwdd}Td5}U|&+|')|C$|D"|T|&|Cdr|T|'|Ddrd$}Und5}Un d$}Un |C|D|C|D}'}&d5}U|&c|'`|6rotW|6tXrZ t]|6dZ}Vt]|6d[}W|V}&|W}'n#t$rYnwxYw|#pdEdz|%pdEzdzt[|z}Xtsj:|X;dA<}Yd}Zdt{vr|Urd}Zn |C|Dd}Zn|*rdnd}Zt}|$}$d|Yid&|YdT|#p |!dddzdU|$dV|%dZ|&d[|'d\|(d|"r|"dgndd|"d|)dtW|*tZr |*ddxnddtW|EtZr |Eddxndd|FdtW|5tZr |5ddxndd|6d|Zddd|)rdndid|'|&gdd}[||[ |j |j?dzz }\|\"tSj@t|d5djdABtj2t[|\t[|n.#t$r!}t jd|Yd}~nd}~wwxYw |j dz }]dE}^|Fr.|FdZdf|Fd[}^n |Er|E2dd.dd}^ttjCd|Yd|Zd|%d|&df|'d|^d|#d}_|]Dd7dAB5}`|`E|_dddn #1swxYwYn*#t$rYnwxYwt jd|#d|%tjFd"|"tSj@t|d5djdABt jdt=|d|dS)z}Main entry: fetch the Wikipedia Portal:Current_events page and geolocate items. Writes a GeoJSON file to `out_path`. LLM_SERVER_URLzhttp://127.0.0.1:5005/askNLOCAL_LLM_MODEL_PATHz\/home/asher/.lmstudio/models/lmstudio-community/gemma-3-1b-it-GGUF/gemma-3-1b-it-Q4_K_M.ggufzUsing remote LLM server at zRemote LLM server at z not available.zRemote LLM client init failed: ALLOW_LOCAL_LLM0)1trueyesuKALLOW_LOCAL_LLM is set — attempting to load local GGUF model as fallback.rDzDFailed to load local GGUF LLM. Continuing with fallback geolocation.Local model path not found at ; cannot load fallback.z\Local GGUF fallback is disabled (set ALLOW_LOCAL_LLM=1 or pass --allow-local-llm to enable).zAFetching full Wikipedia Current Events page for LLM extraction...z3https://en.wikipedia.org/wiki/Portal:Current_eventsrrz%Failed to fetch current events page: cltddturtddrStrNt}t|ddrt jd|St jddSt jdddS)N __class__rDz Loaded local model for fallback.z=Local model class created but underlying Llama not available.rr)getattrr2rexistsrGrHrn)lmai_modelrCs r_load_local_modelz;fetch_and_process_current_events.._load_local_model!s 8[$ / /7 : :wxQVX\?]?] :O    " " $ $ $$Br5$''  ?@@@ _```t L]*]]] ^ ^ ^4r$c s%}|sdS|||S ||}t|trQ|dr._ask_with_fallback2sc ?""$$B 21166& 6>> > ! V= AAA!S!! Gall8&<&< G XUV X XYYY&&((G!H66& 6FFFH ! ! ! M?A?? @ @ @""$$B CvvfMvBBBBBBBB Q==  !s0A.D4C>8D>Dz html.parser)scriptstyleheaderfooternavasidez^\d{4}_[A-Z][a-z]+_\d{1,2}$divc|od|vSNzcurrent-events-mainr/cs rz2fetch_and_process_current_events..Qs8X>SWX>Xr$)class_zp-current-events-eventszcurrent-eventsc|od|vSrr/rs rrz2fetch_and_process_current_events..Us!JjPeijPjr$T)rrzcurrent-events-moreclasszcurrent-events-contentz"current-events-content descriptionnamepb )rYrrg)rlinksulliF) recursivea)hrefrz//zhttps:rbzhttps://en.wikipedia.org)parentsexist_okzcurrent_events.runningrzutf-8)encodingz1No news items found for the current date section.rr~rzYou are a news geolocator. Given the following news item, extract a JSON object with: 'title', 'summary', 'place' (city, country), 'lat', 'lng', and 'event_text'. Respond ONLY with a JSON object, no extra text. News Item: zYou are a helpful assistant that extracts a single news story as a JSON object with 'title', 'summary', 'place', 'lat', 'lng', and 'event_text'. Do not include any extra commentary or explanation.rcrBr?rzLLM story raw for item )filez```jsonz```titlesummaryplacecitycountryrrlng event_textz'LLM did not return valid JSON for item z Response: i,aYou are a geocoder. Read the news item below and estimate the most likely coordinates (latitude and longitude) of the main location associated with this story. Respond ONLY with a JSON object containing numeric 'lat' and 'lng' fields, or the single word 'Unknown'. News Item: zLLM-only geocode raw for item z ('z...'): )rrz!LLM-only geocode parsed for item rrz7([-+]?[0-9]{1,3}\.?[0-9]*)\D+([-+]?[0-9]{1,3}\.?[0-9]*)rdrz+LLM-only geocode parsed (numeric) for item z'Error during LLM-only geocode for item zhttps://en.wikipedia.org/wiki/z/wiki/_z, in ([A-Z][a-zA-Z\-]+(?: [A-Z][a-zA-Z\-]+)*)z -> Using Wikidata coords for 'rrz('. Will ask LLM for coords if available.z9You are a geocoder. Given the place name or descriptor: 'z'. Respond ONLY with a JSON object containing numeric fields 'lat' and 'lng', or the single word 'Unknown'. If you are unsure, respond with 'Unknown'.z -> LLM raw geocode reply for 'izLLM geocode raw for 'c t|t|dz zt|dz z}|r&|dvrt| S|S#t$rYdSwxYw)NgN@g @)SW)rupperabsr)dmr hemivals r_dms_to_decimalz9fetch_and_process_current_events.._dms_to_decimal8s("'((eAhho">%((VBS"TC#1 (B(B(+Cy 0#&J((((#'44(sAA!A!! A/.A/z& -> LLM geocode provided coords for 'zLLM geocode parsed for 'z# -> LLM geocode parse failed for 'zLLM geocode parse failed for '°u′"uQ([0-9]{1,3})°\s*([0-9]{1,2})['′]\s*([0-9]{1,2}(?:\.[0-9]+)?)\"?\s*([NnSsEeWw])z. -> Extracted DMS coords from LLM reply for 'zLLM geocode parsed (DMS) for 'z2 -> Extracted numeric coords from LLM reply for 'z"LLM geocode parsed (numeric) for 'zRlat[^0-9-]*([-+]?[0-9]{1,3}\.?[0-9]*)[^0-9-]+lng[^0-9-]*([-+]?[0-9]{1,3}\.?[0-9]*)z3 -> Extracted lat/lng pattern from LLM reply for 'z"LLM geocode parsed (pattern) for 'z0^\s*([\w\-\.\'\s]{2,}),\s*([\w\-\.\'\s]{2,})\s*$z* -> LLM geocode looks like place string 'z', trying Wikidata lookup...z -> Resolved LLM place 'z' via Wikidata: z'LLM geocode resolved via Wikidata for 'z& -> Error asking LLM for geocode of '?c tt|t|z |kS#t$rYdSwxYw)NF)rrr)rrtols ris_closez2fetch_and_process_current_events..is_closesM 588eAhh.//366   uu s/2 AAg@)r |ruse_llmwikidatafallbackFeaturedz...url event_links llm_sentencellm_rawllm_geocode_rawllm_geocode_parsedllm_only_geocode_rawllm_only_geocode_parseddecisionsourcezWikipedia Current Eventsgeolocation_sourcePoint)r coordinates)rr propertiesgeometryz.tmp) ensure_asciiindentz-Failed incremental write for current events: zcurrent_events_debug.logr zCould not geolocate story: z / g?zWrote z geolocated current events to r\)r)GrrrXr_rjrGrHrnrrrrr2rrIrlrrr rQ decomposercompilefind_allextendmatchrfindchildrenget_textrrparentmkdir write_text enumeraterEprintsysstderrrYr|loadsrdictr]rrgroupsplitreplacer TypeError ValueErrorreprfindallIhashlibmd5encode hexdigestlocalsrrdumpsrrrrwriter)drrllm_server_url remote_clientrJ allow_localr(r}rZrsouptag date_id_re news_items date_blocks containers containerr content_divcurrent_categoryelemrptextrrlitextrrr running_flagridxitemnews_item_text news_linksr r  place_strrrrr*r+ single_promptrM llm_responsecleanedstartendstoryr r rr.r/geocode_only_prompt cleaned_geo2 parsed_ok2geo_obj2lat_geo2lng_geo2__re2rfirst wiki_titler candidatelat_wikilng_wikir,r-geocode_prompt cleaned_geo parsed_okrgeo_objlat_geolng_geo__re dms_matchesm2m3 place_guesscoords2r!r# llm_lat_v llm_lng_vfid_srcfidr0featuretmpdbg llm_geo_strrdfrrrCsd @@@r fetch_and_process_current_eventsrs !Z^^$46QRRNH 69WXXJ?'77  " U LG~GG H H H$HH OSNSSS T T T ???=!==>>>>>>>>?jnn%6<<BBDDH\\  y Lf g g gJ&&(( c":..x55$M"hiii#H ajaaabbbb Lw x x x LTUUU ?CZ(G<WbAAA!!####  $ AaAABBB"!!!!!!!2 )= 9 9DtKKKLL :;;JJ--.X.X-YYK m]]51J]KKdmm\ajzmN{N{{ # m mI   y11%@j@j1kk l l l l (==4=00 ( (CD ** (""3'''FF SWWW%5%5%; < < Ehhu-EhFFG#((SXbF(KGKG   ( F FDtVT**c11IIcNN c 66CUbajjtj.D.D.M.M',$$C=MX.99%999SXD%%tb&A&ABBBvt,,44--->> F FB[[D[99F!! E[[4[88++ y??400E#+d?DD!__S11E#=#DD T****>NZ.::&:::TZD%%te&D&DEEEE/ F2 O$666?%==L g6666      H MKLLLz**rr T&"--XXgr**  c#   @ ./,//  F BFHO/ 0 >--m=YYYL"G @@@w@@szRRRRR    "((**GG## Y//!3ll5%008;r '%),22444wuvvG\G\G^G^'!! 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