iZddlZddlmZed5Zej eZdddedeeeedZ eD]Z e dZ e e dxxdz cc<e e d xxe d dkDrdndz cc<e e d xxe d z cc<e e d xxe d z cc<e e d xxe jddz cc<e e dxxe jddz cc<edddddddddddddddddddddddddd dZ ee ed!ee zee jd"d#$D]\ZZedZed ez Zedez Zed dkDred ed z d%zndZed ez Zd&Zed d'kred(k\rd)Zned d*kDr ed ek(rd+Zeeddedded ddeed z dded d,ded-d.ed/d.ed0d.ed1d2eeed3ed4ZeD]Z e d5Z ee dxxdz cc<ee d xxe d dkDrdndz cc<ee d xxe d z cc<ee d j3e d ee d6j3e jd7dee dj3e jddejD]\ZZeed6eed6z Zeed eed z Zeedeedz Zed edz d%zZeed8edd9ed d:eded z d;ed<d=ed d>d?ed@dAedBdCedDdEeedFedGZeD]JZ e dHjAdIdjCZ"ee"dxxdz cc<ee"dJxxe d z cc<LeejdKLD],\Z#Z$ee$dddMe#dNdOe$dJd>d?e$dJe$dz d>dP.eedQgggggdRZ%eD]Z e jddZ&e d Z'e&d(kre%dSj3e'4e&d*kre%dTj3e'Ne&dUkre%dVj3e'he&dWkre%dXj3e'e%dYj3e'e%jD]Y\Z#Z(e(s edZe(DZ)ee#d[d8ee(d\e)ee(z d%zd<d]ee(d>d^ee(ee(z d>dP [eed_eDcgc]6}|jddd`kDs|d |jddz d`ks5|8c}Z*edaee*dbeee*D]SZ e d e jddz d%zZede dddce ddDdde d d@deed<dfe jdddgd2 Uee jDcic]\}}|dd(k\s|d d'ks||c}}Z+edhe,e+j[eDcgc]#}|jd7ddik\s|d dks"|%c}Z.edjee.dbeeDcgc]}|jd7ddik\s|c}e.D]YZ ede dddke d7dBdle d d@dme jdddDdne dHjAdIdjC [y#1swYxYwcc}wcc}}wcc}wcc}w)oN) defaultdictzespion_history.jsonzTotal SPY trades: cdddddddS)Nr)nwpnl_usdt pnl_pct_sum max_pnl_sumhold_sumr ./analyze_spy_30d.pyr sqAATUabcr symbolrrpnl_pctrrr max_pnlr hold_minutesu&=== PAR COIN (trié par PnL total) ===Symbolz<20 Nz>3WLz TotalUSDTz>10AvgPctz>8 AvgMaxPnlz Captured%AvgHold-c|ddS)Nrrr xs r rrs!A$z2Br T)keyreversedu ⚠ PERDANT CHRONIQUEu ✅ EXCELLENTz>+10.2fz>+7.3fz% z>10.3fz>9.0fz>7.1fminz=== SURGE TYPE ===cdddgggdS)Nr)rrrrstrengthrr r r r rr(s!Qr\^_r surge_typer*surge_strengthz: N=z W=z L=z WinRate=z.0fz% PnL=z+.2fz USDT avg=z+.3fz% avgStrength=z.2fz x avgMaxPnl=z.3f%z=== EXIT REASONS ===c dddS)Nr)rpnlr r r r rr:s Or exit_reason(r/c|dd S)Nrrr rs r rr?s1c r )r!zx z<35z TotalPnL=z USDT/tradez=== HOLD TIME vs PnL ===)<2min2-5min5-10min10-15min>15minr3r4 r5r6r7c#,K|] }|dkDs dyw)rrNr ).0ps r r=Os*AE1*s z<12z WR=z % TotalPnL=z USDT avgPnL=z)=== HYPOTHESE: PRE-SELECTION CRITERES ===g333333?z0.3% mais capture<30% (entree tardive): /z maxPnl=z % actual=z % capture=z% hold=z.1fz/Perdants chroniques (>=2 trades, PnL<-1 USDT): g@z& Surges fortes (>=2x) mais perdantes: z strength=zx pnl=z % maxPnl=z% exit=)/json collectionsropenfloadhprintlencoinstsgetheadersorteditemssymdravg_maxavg_holdcapavg_pctflagstypesappendstsumavg_stravg_pwrexitssplitstripr!kvbucketsmr<pswins bad_capturechronic_loserslistkeysstrong_surges_lost)rHrNrOs000r rjs  #  A ! A3q6(#$ cd 5A ( A !HSMQM !HSM!I,*Q1M !HZAjM) !H]q|+ !H]quuY22 !HZAEE.!445./ S>3r(!C81SHB{36Gr(SUVXYdehXiiklwx{k||~@IJLM Nf c#f+oU[[](BDQ aFC #A "G}q H787G!7K!M Q}- - 3QRC "G D}ra1f' : qv{ SIQqfAafR[!AcF(2b:w8OrRYZ`Qaadelmsdttwx{}BxCCFGOPUFVVYZ^Y_ `a a _ ` 5A ,A 1IcNaN 1IcN1YYfgjkmgnorsuovgvw{f|}GH II 12dQquuYq1C7AiL155QZ[\K]<]`c