+ Ȱi{$Rt^RIt^RIt^RIt^RIHt^RIHt]!R4t]R, R, t]PRRR7R ^ R .ROR .RORR/t Rt RRlt RRlt RRlt]R8Xd$]!R R ^ RR7t]'d]!R] 24R#R#R#)zW PHT Discovery Engine Finds new target companies for outreach Created: March 11, 2026 N)Path)datetimez*/Users/max/.openclaw/workspace/postharvest automationdataT)parentsexist_ok min_rooms fruit_typescitrusregions South Africa ca_storagec\4p\R, \R, \R, .pVEFpVP4'gK\VRRR7;_uu_4p\P !V4pVFpVP R4;'g,VP R4;'gVP RR 4pV'gKQVP4PR R 4PR R 4PR R 4PR 4pVPV4K RRR4EK \R\V4 R24V# +'giEK9;i)z4Load companies already in system to avoid duplicateszverified-scored-facilities.csvzSA-MASTER-LIST-400.csvzMASTER-LIST-FINAL.csvrutf-8encodingDomainWebsitehttp://https://www./Nu ✓ Loaded z existing companies) set WORKSPACEexistsopencsv DictReadergetlowerreplacestripaddprintlen)existing master_filesfilefreaderrowdomains D/Users/max/.openclaw/workspace/postharvest/automation/1_discovery.pyload_existing_companiesr/s$uH 44,,++L  ;;==dC'22a*!C WWX.]]#'')2D]]PXZ\H]Fv!'!7!7 2!F!N!Nz[]!^!f!fgmoq!r!x!xy|!} V, "32 KH &9 :; O322s%3EE2EA$E E, c\R, pVP4'g\R4.#VP4P 4p\RV RV R24.#)zg Discover companies via Apollo API Note: Free tier is limited, this is a placeholder for the structure z .apollo-keyu7⚠ Apollo API key not found, skipping Apollo discoveryzApollo discovery for  z - API integration pending)rrr% read_textr#)region fruit_typelimitapollo_key_fileapi_keys&&& r.discover_from_apollor85sb  -/O  ! ! # # GH '')//1G !&:,6P QR Ic.p\4p\\PR44pVEFpVPP R4'dK'\ VRRR7;_uu_4p\P!V4pVEFp V PR4;'g+V PR4;'gV PR4p V PR 4;'gV PR 4p V PR 4p V 'd V 'gKV P4PR R 4PRR 4PRR 4PR4p W9dKV'd/V 'd'VP4V P49dEK!TPRT RT RT ;'gTRVRVPR\P!4P!4/4\#V4V8gEKM RRR4EK VRV# +'giEK;i \$d(p\'RTP RT 24Rp?EK5Rp?ii;i)z8 Pull from existing CSVs that haven't been enriched yet z*.csv.rrrz Company NameNameCompanyrrCountryrrrrr company_namer-countryr4 source_filediscovered_dateNu⚠ Error reading z: )r/listrglobname startswithrrrr r!r"r#appendrnow isoformatr& Exceptionr%)r3r4r5 companiesr' source_filesr)r*r+r,r?r-r@ domain_cleanes&&& r.discover_from_existing_listsrOGsI&(H w/0L 99   $ $ # dC'22a*!C#&77>#:#c#ccggfo#c#cQTQXQXYbQcL WWX.DD#'')2DF!ggi0G'v $*<<>#9#9)R#H#P#PQ[]_#`#h#hioqs#t#z#z{~#L$/ 'fllnGMMO.S $$&  ,!7#4#4f$j%tyy)8<<>+C+C+E &9~.;"32 R Ve I322@  &tyykA37 8  snH5+4H  H 9)H #*H H A H 7H ?>H >AH  H H5 H2 +H52H55 I'I""I'c\RV RV 24\RV R24\RV 24\4p.p\R4\WV4pVPV4\R\ V4 R24\ V4V8dWV\ V4, p\R V R 24\ WV4pVPV4\R\ V4 R 24V'd\ P!4PR 4p \R V RV RV R2, p \V RRRR7;_uu_4p .ROp \P!WR7p V P4V PV4RRR4\R4\R\ V4 R24\RV 24\V 4#\R4R# +'giLY;i)z Main discovery function Args: region: Target region fruit_type: Target fruit type limit: Number of companies to find test_mode: If True, only find 10 companies u 🔍 Starting discovery: z - z Limit: z companiesz Test mode: u$ 1️⃣ Searching existing lists...z Found z new companiesu 2️⃣ Searching Apollo for z more...z from Apolloz %Y%m%d_%H%M%S discovered__z.csvwrr)newliner) fieldnamesNu ✅ Discovery complete!z Found: z Saved: u ⚠ No new companies found)r?r-r@r4rArB)r%r/rOextendr&r8rrHstrftime OUTPUT_DIRrr DictWriter writeheader writerowsstr)r3r4r5 test_moder'rK from_existing remaining from_apollo timestamp output_filer*rUwriters&&&& r. run_discoveryrd|s 'xs:, ?@ JugZ () N9+ &''(HI 120UKM ]# Ic-() 89 9~C N*  / {(CD*6yI % #k*+<89LLN++O<  [*QykQU#VV +sB A AQnJ^^A=F      Y ' B )+ 3y>**56 ;-(); ,-B As ;=G  G __main__)r3r4r5r]u 📁 Output: )applesr pearskiwisbananas)USAr Australiaz New ZealandCanadaUK)2) )rjrfroT)__doc__rjsonrequestspathlibrrrrXmkdirTARGET_CRITERIAr/r8rOrd__name__resultr%r9r.rys  = >  % . -D R$ 2$3j3j z  F x()r9