i ~dZddlZddlZddlZddlZddlZddlZddlZddlmZddl m Z ddl m Z ddl ZddlZddlmZddlmZej(j+ej(j-eZej(j3edZGd d Zeee_ej8e_ ddlZddlZddl& ddl'm(Z(dZ) ddl+m,Z,m-Z-m.Z.m/Z/m0Z0dZ1 ddl2m3Z3m4Z4dZ5 ddl6m7Z7dZ8 ddl9m:Z:dZ;Gd d!Z<e<Z=Gd"d#Z>Gd$d%Z?ej(j+ej(j-eZGd&d'Z@Gd(d)ZAd*ZBeCd+k(reByy#e $rGddl!Z!dZ"ejFd k(rd Z"e!jHejJd ddddge"ddlZddlZYwxYw#e $rdZ)e*dY wxYw#e $rdZ1dZ0e*dYwxYw#e $rdZ5e*dYwxYw#e $rdZ8e*dY,wxYw#e $rdZ;e*dY9wxYw),u Bot de Trading Crypto avec Ordres Automatiques =============================================== ⚠️ ATTENTION: Ce bot peut passer des ordres RÉELS si TESTNET_MODE = False Commencer TOUJOURS en mode TESTNET ! N)datetime)deque) urlencode)get_market_safety)get_pattern_managerztrading_bot.logc*eZdZdZddZdZdZdZy) FileLoggeruLRedirige stdout vers fichier uniquement (évite les erreurs Unicode Windows)c||_|dzdz|_|jt|ddd|_|jj ddd|jj dt d jjjd |jj dd |jjy) Niautf-8)encoding buffering zP================================================================================u=== NOUVELLE SESSION — rz === z ) filenamemax_size_rotate_if_neededopenlogwrite __import__rnow isoformatflush)selfr max_size_mbs trading_bot.py__init__zFileLogger.__init__%s  #d*T1   #1E F82' 2:j3I3R3R3V3V3X3b3b3d2eeklm &' c tjj|jrtjj |j|j kDrd|jdz}tjj|rtj |tj|j|yyy#YyxYw)u+Rotation si le fichier dépasse max_size_mbz.prevN)ospathexistsrgetsizerremoverename)rbackups rrzFileLogger._rotate_if_needed1s ww~~dmm,1ORVR_R_1_077>>&)IIf% $--0 2`,   s CCC c~ |jj||jjy#YyxYwN)rrr)rmessages rrzFileLogger.write<s/  HHNN7 # HHNN   s58<cH |jjy#YyxYwr))rrrs rrzFileLogger.flushCs  HHNN   s!N)2)__name__ __module__ __qualname____doc__rrrrrrr r #sV  rr win32iz-mpipinstall websocketsrequests) creationflags)*)get_trade_loggerTFu)⚠️ Module trade_logger non disponible)get_ai_predictorget_surveillance_service AIPredictorget_smart_rotationSMART_ROTATION_AVAILABLEu)⚠️ Module ai_predictor non disponible)get_sell_predictorAISellPredictoru.⚠️ Module ai_sell_predictor non disponible)MarketRegimeDetectoru*⚠️ Module market_regime non disponible)get_freqai_manageru/⚠️ Module freqai_integration non disponiblec*eZdZdZdZdZdZddZy)CurrencyConverterz Convertisseur USD/EUR avec cachec^d|_d|_d|_tdk(rd|_yd|_y)N?r,EUR€$)rate last_updateupdate_intervalDISPLAY_CURRENCYsymbolr,s rrzCurrencyConverter.__init__s- "/58e c rcTtdk7rd|_ytj|jz |jkry t j dddid}|j}d t|d z |_tj|_y#d |_YyxYw) uMet à jour le taux EUR/USDrIrGNz+https://api.binance.com/api/v3/ticker/pricerPEURUSDTparamstimeoutr priceffffff?) rOrLtimerMrNr7getjsonfloat)rresponsedatas r update_ratezCurrencyConverter.update_rates u $DI  99;)) )D,@,@ @  ||$Q+3Y*?LH==?DE$w-00DI#yy{D  DIs AB B'c@|j||jzS)z#Convertit USD en devise d'affichage)r_rL)r usd_amounts rconvertzCurrencyConverter.converts DII%%rcz|j|}|dk(r|d|jS|d|d|jS)z(Formate un montant en devise d'affichagerz,.0fz,.f)rbrP)rradecimals converteds rformatzCurrencyConverter.formatsKLL, q=%dkk]3 3Bxj>*4;;-88rN))r.r/r0r1rr_rbrgr2rrrErEs*B *& 9rrEceZdZdZdZdZddZdZdZddZ dZ dd Z d Z d Z dd Zdd ZdZdZdZdZdZ ddZdZdZdZdZdZd dZy)! BinanceClientz Client pour l'API Binance (Spot)rc||_||_||_|rd|_t dnd|_t d|j y)Nzhttps://testnet.binance.visionu$ 📡 Mode TESTNET (argent fictif)zhttps://api.binance.comu( ⚠️ Mode PRODUCTION (argent réel))api_key api_secrettestnetbase_urlprint_sync_server_time)rrlrmrns rrzBinanceClient.__init__sH $ F yy{]555;&&(#&diikD&8"9M15d6l^C[\]**,.1$))+2D.E HaHa.a{+ ;5.2jj.@{+#+<<FG]_#`6)#+==VW^`#a8+#+??3vw`b#c#==?D~$v,*: CDK=QR#K+DK=9:K  ,QC0 1 s++F I 5I 7I I I,I''I,c*|jdddS)u%Récupère les informations du compterz/api/v3/accountTrrr,s r get_accountzBinanceClient.get_account(s}}U$5d}CCrc|j}|r>|jdgD])}|d|k(s t|dt|ddcSdddS)uRécupère le solde d'un assetbalancesassetfreelocked)rrr)rrZr\)rraccountbalances r get_balancezBinanceClient.get_balance,sj""$ ";;z26 7#u, %gfo 6"'(9":  Q''rcN|jddd|i}|rt|dSy)uRécupère le prix actuelr/api/v3/ticker/pricerPrWNrr\rrPr^s r get_pricezBinanceClient.get_price:s/}}U$:Xv'>'B'B9a'PPI9$)))44  "9C &HuMF773vr7:D3&yy{dD)c$i!m48D&&y19>D++I6K ** *%%i0 0    s;B D$$ D72D7cl|jddd|i}|rd|vrt|ddkDr|ddSy)u4Récupère les infos d'un symbole (précision, etc.)rz/api/v3/exchangeInforPsymbolsrN)rrrs rget_symbol_infozBinanceClient.get_symbol_infowsF}}U$:Xv*B ?1% %rc|j|}|rZ|jdgD]E}|ddk(s |d}d|vr0t|jdj dd}|cSyy) u5Récupère la précision de quantité pour un symbolefilters filterTypeLOT_SIZEstepSize.0r r)rrZrrstripsplit)rrPinford step_sizeres rget_quantity_precisionz$BinanceClient.get_quantity_precision~s~##F+ XXi, \?j0 !* Ii'#&y'7'7'<'B'B3'G'J#K' rct|j|}d|z}t||z|z }|dk(r t|S|S)u3Formate la quantité selon la précision du symbole r)rrv)rrPquantity precisionfactor formatteds rformat_quantityzBinanceClient.format_quantitysF//7 y6)*V3 >y> !rcP|j|}ddddd}|r|jdgD]v}|ddk(r=t|jdd|d <t|jd d|d <H|dd k(s |dd k(sYt|jdd|d<x|S)u| Récupère les contraintes minimales pour un ordre (LOT_SIZE, MIN_NOTIONAL) Returns: dict: { 'min_qty': quantité minimum, 'step_size': pas de quantité, 'min_notional': valeur minimum en USDT, 'can_trade': True si on peut trader avec position_size donné } rrST)min_qtyr min_notional can_traderrrminQtyrrrNOTIONAL MIN_NOTIONAL minNotionalr)rrZr\)rrPrresultrds rget_min_order_sizez BinanceClient.get_min_order_sizes##F+   XXi, L\?j0(-aeeHa.@(AF9%*/j!0D*EF;'|_ 2a o6W-21553J-KF>*  L rc |j|}|r|dkry|j|}||dkrdd|d|ddfS||z }||dkrdd |d d |dfSy #t$r}dd |fcYd}~Sd}~wwxYw)u Vérifie si on peut trader un symbole avec le montant donné Returns: tuple: (can_trade: bool, reason: str or None) r)FzPrix non disponiblerFzMontant u€ < min_notional rJru Quantité .8fz < min_qty )TNuErreur vérification: N)rrrz)rrP usdt_amountrW constraints estimated_qtyr}s rcan_trade_symbolzBinanceClient.can_trade_symbols 7NN6*EEQJ311&9K[88 5HUcIdHeehiii(%/M{955 =*=[U^I_H`aaa 721#66 6 7s(A&AA A8'A3-A83A8c |||d}|rEt|trt||d<n/|djdjd|d<n |r|d|d<|dk(r d |d <|d|d <|r|d|d <|j d d|dS)u Crée un ordre Args: symbol: Paire (ex: BTCUSDT) side: BUY ou SELL order_type: MARKET, LIMIT, STOP_LOSS_LIMIT, TAKE_PROFIT_LIMIT quantity: Quantité en base asset (ex: 0.001 BTC) quote_quantity: Quantité en quote asset (ex: 100 USDT) price: Prix limite stop_price: Prix de déclenchement pour stop orders )rPsidetyperrrr.2f quoteOrderQtyLIMITGTC timeInForcerW stopPricer /api/v3/orderTr)rrvstrrr) rrPr order_typerquote_quantityrW stop_pricerUs r create_orderzBinanceClient.create_orders  (C(%(]z"(0~%=%=c%B%I%I#%Nz" )7(i}|r||d<|jdd|dS)uRécupère les ordres ouvertsrPrz/api/v3/openOrdersTrr)rrPrUs rget_open_orderszBinanceClient.get_open_orderss, %F8 }}U$8&}NNr)rT)NF)USDT)5md)rrT<)NNNNr))r.r/r0r1rwrxrrqrrrrrrrrrrrrrrrrrrr r r2rrrjrjs*KJ ! *:|D (> (T  <7>?CAE$KLVNYZM OrrjceZdZeddZedZeddZeddZeddZeddZ eddZ eddZ edd Z edd Z edd Zedd Zy )TechnicalIndicatorsct||dzkrytj|t}tj|}tj |dkD|d}tj |dk| d}tj || d}tj || d}|dk(r|dk(ry|dk(ry|dk(ry||z }ddd|zz z S)Nr dtypergI@gQ@g>@r)rnparrayr\diffwheremean)pricesperioddeltasgainslossesavg_gainavg_lossrss rrsizTechnicalIndicators.rsis v;! #&.!VQ/&1*vgq1775&?+7766'(+, q=X] q= q=  cQVn%%rcnt||kryd|dzz }|d}|ddD]}||z|d|z zz}|S)Nr rr)rr multiplieremarWs rr*zTechnicalIndicators.ema4s\ v; &1*% QiABZ BE:%#Z*@AC B rct||krytj|| d}tj|}tj|}|||zz||||zz fS)NNNN)rrrrstd)rrstd_devsmar-s r bollingerzTechnicalIndicators.bollinger>sa v; #&&*+ggfoffVngm$c3'C-+@@@rcRt||dzkry|d|| z || z dzS)u1Calcule le momentum (variation % sur la période)r Nrr()rrs rmomentumzTechnicalIndicators.momentumGs< v;! #ffWo-@CGGrcTt||krytj||}tj||}|r|sy||z |z dz}|dd}t|dk\r|d|dz |dz dz}nd}tdt |dzt |dzz}|dkDrd nd } || fS) z&Mesure la force de la tendance (0-100))NNrNrSr2rrbullishbearish)rrr*minry) r short_period long_period ema_shortema_longspread recent_pricesslopestrength directions rtrend_strengthz"TechnicalIndicators.trend_strengthNs v; $(++FLA &**6;?x'83s:rs }  ""2&q)99]1=MMPSSEEsC ,s519~=>!'!I ""rct||dzkrytj||}|sy|d}|d}t||z |z dk}||kD}||z |z dz}|xr||fS)uJDétecte un pullback dans une tendance haussière (opportunité d'entrée)rSFrr2{Gzt?r)rrr*ry)r ema_periodr* current_price prev_priceprice_near_ema was_above distance_pcts rpullback_detectionz&TechnicalIndicators.pullback_detectionks v;a '!%%fj9r BZ ]S01C7%?$ ',3s: +)\99rc@t||dzkrytj|||\}}}tj|dd||\}}}t||||gsy||z |z dz} ||z |z dz} |r ||z |z dzn| } | dkDrd} n | dkrd } nd } | | d zkD} | | | fS) z|Analyse la tendance des bandes de Bollinger Retourne: direction ('up', 'down', 'flat'), bandwidth expansion rSr,Nr333333?up333333ӿdownflat?)rrr0all)rrr.bb_upperbb_midbb_lower bb_upper_prev bb_mid_prev bb_lower_prev mid_slope bandwidthbandwidth_prevrA expansions rbollinger_trendz#TechnicalIndicators.bollinger_trends v;! ##&9%B%B66SZ%["&(4G4Q4QRXY\Z\R]_egn4o1 {MHfh <=#{*k9S@ (F2S8 P[--7;FLaj s?I  II 55 )Y..rc t||dzkrytj|||\}}}t|||gr|dk(ry||z |z dz}g}t dt dt|D]M} tj| dkDr|d| n|||\} } } | s,| dkDs2| | z | z dz} |j | O|sd|ddfSt|t|z }||kxs||dzk}|dkDr tdt dd ||z z dz}nd}|d }t|d kDr|d n|}d}|s|dkDr||kDr||kDrd }n ||kr||krd }||||fS)u3Détecte un Bollinger Squeeze (compression des bandes = faible volatilité) Un squeeze précède souvent une explosion du prix (hausse ou baisse forte) Retourne: is_squeeze, bandwidth, squeeze_strength, breakout_direction - is_squeeze: True si les bandes sont compressées - bandwidth: largeur actuelle des bandes en % - squeeze_strength: 0-100, plus c'est haut plus le squeeze est serré - breakout_direction: 'up' si le prix commence à casser vers le haut, 'down' sinon, None si pas de breakout r)FrrNrrNFffffff?r r2rErQrS) rrr0rVranger8appendsummax)rrr.squeeze_thresholdrWrXrYr^ bandwidthsibb_ubb_mbb_lbw avg_bandwidth is_squeezesqueeze_strengthrHrIbreakout_directions rbollinger_squeezez%TechnicalIndicators.bollinger_squeezes v;" $$&9%B%B66SZ%["&(Hfh/0FaK$(F2S8  r3r3v;/0 &A2<" v;%(* *,00 (1CUKJ,00 (1CSIJHREJ.* !rc 6t||dzkryg}t| dD]a}||}||}|t| kDr||dz n||}t||z t||z t||z }|j |ct j |S)u@Average True Range - mesure de la volatilité pour trailing stopr Nr)rrerhryrfrr)rrtrsrkhighlow prev_closetrs ratrzTechnicalIndicators.atr&s v;! #w" A!9D)C()S[L(8!fQiJTCZTJ%6!7S:=M9NOB JJrN  wws|rct|t||dzkrytj||}|sytj ||}|sy|||zz}|||zz }|||fS)u2Keltner Channels - Indicateur de volatilité et tendance Les bandes de Keltner utilisent l'ATR (volatilité réelle) au lieu de l'écart-type. Avantages vs Bollinger: - Moins de faux signaux (ATR filtre mieux le bruit) - Meilleure identification des vraies tendances - Breakouts plus fiables Retourne: (upper_band, middle_line, lower_band) - upper_band: EMA + (ATR × multiplicateur) - middle_line: EMA (ligne centrale) - lower_band: EMA - (ATR × multiplicateur) r r,)rrhrr*r)rrG atr_periodatr_multipliermiddlerupperlowers rkeltner_channelsz$TechnicalIndicators.keltner_channels6s v;Z4q8 8#%((<#"%%fj9##./#./fe##rN))r')r)rSr))rr'@)rc)r)rr@)r.r/r0 staticmethodr%r*r0r3rBrMrartrrrrr2rrrrs&&.AAHH ##8::*//@9K9Kv0&0&d(  $$rrceZdZdZej j edZej j edZ dZ dZ ddZ dZ d Zd Zd Zeed d fdZddZdZdZdZy)PositionManageru:Gère les positions ouvertes avec stop-loss et take-profitpositions.jsonztrade_history.jsoncx||_i|_g|_d|_d|_d|_|j yr))client positions trade_history trade_loggerai_sell_predictor market_regime _load_data)rrs rrzPositionManager.__init__es:  !%! rc  tjj|jrDt |jd5}t j |}d}d}|jD]\}}tj|d|d<|jdd}|r|dvrtd|d|d |d z }Q|jd d k(rtd |d|d z }ztj|dz jdz }||j|<|d z }|dkDstd|d|dd|dkDrtd|d|dkDrtd|dddd tjj|j r^t |j dd5}t j ||_dddtdt%|j"dyy#1swYxYw#t$r} td| Yd} ~ d} ~ wwxYw#1swY]xYw#t$r} td| Yd} ~ yd} ~ wwxYw) z=Charge les positions et l'historique depuis les fichiers JSONrrrpatternUNKNOWN)Nonerrnullu ⚠️ Position u ignorée (pattern invalide: 'z' - position corrompue)r source MARKET_SPYu 🔀 u6: ignoré par le bot principal (géré par market_spy)u ⏰ Position z ancienne (.0fu h) - sera vérifiée sur Binanceu 📂 u position(s) restaurée(s) 🗑️ u! position(s) corrompues ignoréesNu' ⚠️ Erreur chargement positions: r ru 📜 z trade(s) dans l'historiqueu( ⚠️ Erreur chargement historique: )r!r"r#POSITIONS_FILErr[loaditemsr fromisoformatrZrpr total_secondsrrz HISTORY_FILErr) rrdr^ loaded_count skipped_countrPposr age_hoursr}s rrzPositionManager._load_datansl* Aww~~d112$--s3&^q99Q!$4VHK RUVv"wx+y.$a'6PQR$q( M?:[\]M&^V Bww~~d//0$++S7C6q)-1D&6T%7%7!8 99TUV1Y&^&^N A ;A3? @ @ A 66 B H H&H!!H&)H2.H55 I>IINc ~tjd}|jd |jj }|s|j dyi}hd}hd}|jj }|s|j dy|jdgD]d}|d } | |vs| |vrt|d t|d z} | d kr4| d } |j| d } | d kDsQ| | z} | dk\s\| | | d|| <f|jdt|dg}t|jjD]-} | |vs|j| |j d| d/|D]} |j| =|r.|jdt|d|jd dl}|j j#|j j%|j&d}t)} |j j+|rCt-|dd5}t)t/j0|j}dddd }t)|jj|z}|j5D]\} }|r| |vr | |vr| |vs|dz }|d}|j d| d|ddt7t8d }|d!|d"|d!d|d#z z z|d!dt:d#z zzt=j>d$d%||d!|d!d& |j| <|jd'| d(|d)t:d*|d kDr%|jd+|d,|j|d k(rDt|d k(r5|jd-t|jd.t|d/yyy#1swYuxYw#t2$rYwxYw#t2$rA}|jAd0|d dl!}|jA|jEYd}~yd}~wwxYw)1u🔴 FIX 27/02: Synchronise positions locales avec les holdings réels sur Binance. Détecte les positions orphelines (crypto sur Binance non trackée localement) et les positions fantômes (trackées localement mais plus sur Binance). Évite l'accumulation de crypto non suivie qui bloque le USDT. Args: watchlist: Set de symboles à vérifier. Si None, vérifie tout. Important sur testnet qui a 400+ coins pré-chargés. SyncBinanceu$🔄 Synchronisation avec Binance...u2⚠️ Impossible de récupérer le compte BinanceN>UARSBRLCOPCZKDAIrIIDRJPYMXNPLNRONTRYUAHUSDZARAEURBUSDEURIFRAXTUSDUSD1USDCUSDEUSDPrXUSDBFUSDFDUSDRLUSD> 币安人生这是测试币456BNBBETHETHWWBTCBNSOLLDBNBWBETHu0⚠️ get_all_prices() a retourné un dict viderrrrrrg@)rrW value_usdtu📊 u+ holdings détectés sur Binance (> 5 USDT)u👻 Position fantôme: z) (dans positions.json mais 0 sur Binance)u🧹 u% position(s) fantôme(s) nettoyée(s)zespion_trades.jsonrr rr ru🔍 Position orpheline: z = $ru USDT sur Binance (non trackée)rGrWrrrRECOVERED_ORPHAN) entry_pricer stop_loss take_profitrrr usdt_invested max_price min_priceu✅ u récupéré (SL=u% serré orphelin, TP=%)u🔄 u) position(s) orpheline(s) récupérée(s)u✅ Positions synchronisées (z pos. locales, z holdings Binance)u⚠️ Erreur sync Binance: )#logging getLoggerrrrwarningrrZr\rrrkeysrf_save_positionsr!r"joindirnamersetr#rr[rrzrr8STOP_LOSS_PERCENTTAKE_PROFIT_PERCENTrrerror traceback format_exc)r watchlistloggerrbinance_holdings stablecoins ignore_assets price_map balance_itemrtotalrPrWrphantom_positions_os _spy_file _spy_tracked_f orphan_counttracked_symbolsholdingvalue orphan_sl_pctr}rs rsync_with_binancez!PositionManager.sync_with_binances""=1 :;z 1kk--/GST " QK AM 224IQR ' J ;  $W-K'5M+Al623eLvhd5QT+Uu#vw %((93$?M'.w'7$+J$7%,W%5]S=P9P%Q'.w'71?RUX?X;X'Y%-\\^ %#5).%,W%5%,W%5 .DNN6*KK$vh.? Ndexdyy{ |}; ~>a eL>1Z[\$$&q S):%;q%@ 3K3K3M2NO P  A A  " ;A3? @     ! ! "s8A1F4BFE<-AF<FF F="F88F=c  |j}tjj|jr1 t |jdd5}t j|}dddttrt|t|jkDrtd|jD}|Dcgc]>}|jdd|jddxs|jd df|vr|@}}|rb||jz}|jd td t|d t|jdt|||_|jdz}t |dd5}t j ||dddddtj"||jy#1swYdxYwcc}w#t$rY}wxYw#1swYKxYw#t$rn} td| |jdz}tjj|r( tj$|n #YnxYwYd} ~ yYd} ~ yYd} ~ yd} ~ wwxYw)u7Sauvegarde l'historique des trades (écriture atomique)rr rNc3K|]<}|jdd|jddxs|jddf>yw)rPr entry_timerNrZ.0ts r z0PositionManager._save_history..sE- !UU8B/|B1G1`155Q\]_K`a-sAArPrr*rcV|jddxs|jddxsdS)Nr*rrr+)r.s rz/PositionManager._save_history..s-quu\RT?U?tYZY^Y^_jkmYn?trtrkeyu 📜 Fusion historique: z trades disque + u mémoire = z.tmprr'Fru( ⚠️ Erreur sauvegarde historique: )rr!r"r#rrr[rrrrrrZsortrprzr$replacer%) rhistory_to_saver  disk_historyin_memory_keysr.missingtmp_filerdr}s r _save_historyzPositionManager._save_historysY' #00Oww~~d//0d//wG52'+yy} 5!,5#l:KcRVRdRdNe:e),-%)%7%7-* (4#"# !hr 2AEE,r4J4caeeT_`bNcdlzz###.58J8J.JO+005t0u!$?G ~M^_bcgcucu_v^wxDEHIXEYDZ#[\1@D. ((61Hhg6 L! /1QUK L JJx!2!2 3155#!  L L  .sDAeQDsc3LK|]}|jdddkDsdywr>rr Nr+r,s rr/z0PositionManager.get_total_pnl..s!HAEE%Oa4G1H$$c3LK|]}|jdddksdywr@r+r,s rr/z0PositionManager.get_total_pnl..s!J1aeeE1o6IQJrArr) total_pnl total_tradeswinsr!win_rate)rgrr)rrCrDrEr!s r get_total_pnlzPositionManager.get_total_pnlsD1C1CDD 4--. Hd00HHJ 2 2JJ"(7Ca7G ,s2   NO   rFrc&td|d|y)u9Ouvre une nouvelle position Args: bb_breakout_entry: Si True, cette position a été ouverte sur un breakout BB+ et sera vendue dès que le prix repasse sous BB+ pattern: Pattern IA détecté au moment de l'achat (pour statistiques)  🚫 u6: ACHATS BOT DÉSACTIVÉS (spy-only mode) — pattern=N)rprrrrr_lot_size_blacklistrrrr\rZrrcurrencyrg)rrPrr stop_loss_pcttake_profit_pctbb_breakout_entryrrrreasonorderrrrrstrategy_labels r open_positionzPositionManager.open_positions  VW^V_`arc ||jvrtd|y|j|}|jdtj}t |t r tj|}|jj||d}|dkr2td|d|d|j|=|jytd|d |d |dd  |jj||}|rd|vr|jdg}|r-t|dkDrt|djdd} nd} | dk(r|jj|} |jj|} t!| | z | z dz} | dkDrItd|td| dtd| dtd| ddtd | } | |d"z |dz} | |d"z dz dz} tj|z j#}|j$r |j$j'idtjd#|d$d%d"|d"d&| d|dd'| d(| d)|d*|d+|jd+dd,|jd,dd-|jd-dd.|jd.dd/|jd/d0d1|jd1| d2|jd2d|d%|d"| |d| | ||dj)tjj)|jd3d4d5 }|j*j-||j/|jd3d4}t1}|j3|| td6|d7|d td8t4j7| td9t4j7| d:d7| d;d<|j|=|j| d=krhddl}t;|d>r |j<ni|_| d?krd@}ndA}|j9|z|j<|<|dBz}tdC|dD|dE| d;d<|Sy#tj}YFxYw#t$ri}td |d|td |d|jdddz|d<|ddk\rtd|d|jYd}~yd}~wwxYw#t$r}td!|Yd}~gd}~wwxYw#t$r }Yd}~Zd}~wwxYw)FzFerme une positionu& ⚠️ Pas de position ouverte sur Nrrru% ⚠️ Quantité trop petite pour : u 📊 Vente de  z (original: ru ❌ ERREUR CRITIQUE vente u 🚨 Position u' NON FERMÉE - ALERTE MANUELLE REQUISE!failed_close_attemptsr rhu ⚠️⚠️⚠️ u2: 3+ tentatives échouées! 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Appelée à chaque cycle pour les positions ouvertes. AMÉLIORATIONS v2.0: - Détection des ventes massives avec volume anormal - RSI TRAP pattern = vente urgente - Chute rapide du RSI = signal critique - Momentum négatif soudain avec volumes - NOUVEAU: Détection retournement après pic (EMA cross + perte de momentum) - FIX: Utilise les klines 1m Binance au lieu des ticks pour cohérence Retourne: (should_exit, reason) )FrrrrrrNr CREUX_REBOUNDrF 🛡️ u: CREUX_REBOUND protégé (age=rXz min < 20min)1mr-rrr2rS rr rmax_pnlreTru;: CREUX protection LEVÉE — tendance BAISSIÈRE (EMA gap=rrrrOrhr5r _btc_momentumrP皙?rg?333333?rR皙?u 🔍 u,: CREUX ÉCHOUÉ — jamais profitable (max=z%), pnl=rdu% → évaluation sortieu-: CREUX BEARISH — tendance baissière (EMA=u%), pas de rebond après rumin → évaluation sortierwu: Quick-exit BLOQUÉ (pnl=u!% < 0.3%) → SL gère les pertesu*: CREUX cycle retournement détecté (max+% → u 📊 [EXIT CHECK] z: pnl=z% Mom3=% Mom5=% RSI=z EMA_gap=%-ru🚨 RSI TRAP: →z (chute zpts)g{Gzru🚨 REAL CRASH: BTCz % + Mom3=u% (crash général) 🔴 u: VRAI CRASH détecté (BTCu%) → SORTIE IMMINENTEg{Gzu⚠️ BTC faible (+.2%z ) + en perteu🚨 CRASH SOUDAIN: z% sur 3 bougies皙u⚠️ Chute rapide: Mom3=皙ٿru🚨 CHUTE PERSISTANTE: Mom3=u3: Chute persistante détectée → VENTE IMMÉDIATEu ⚠️ Baisse persistante: Mom3=u&⚠️ Death Cross confirmé: EMA gap=rcu🚨 + RSI faible (ru🚨 RSI TRAP CRITIQUE: RSI=u (survente extrême)u: RSI TRAP détecté (RSI=u) → VENTE IMMÉDIATEu🚨 RSI survente (z ) + en perte Ar'rvg?u🚨 END_OF_CYCLE: RSI=z BB_pos=z Mom=u[: PIC EXTRÊME DÉTECTÉ - RSI surachat + BB haute + momentum négatif → VENTE IMMÉDIATEFg333333?u"⚠️ END_OF_CYCLE PRÉCOCE: RSI=u 🟡 u-: FIN DE CYCLE détectée - Sortie anticipéeDg= ףp=?u⚠️ Proche pic: RSI=i绽|=g?r皙ɿu🚨 SELL SPIKE: z% vente z x avg Mom5=z: SPIKE VOLUMES VENTE (z% sell, ux avg) → EXIT?u🔴 VENTE DOMINANTE: z% sell z x avg Mom3=g333333?u⚠️ Pression vente: z% sellzChute z % depuis maxg u🚨 Chute sévère 皙?u⚠️ Retournement: max +u% → maintenant +.1fu🚨 Profit perdu: était +z%, maintenant uEMA baissière (zPrix sous EMA9 et EMA21?皙u🔻 FIN CYCLE CREUX: pic+z% (mom3=%, mom5= 🔻 u9: FIN DE CYCLE CREUX - Pic atteint et retourné → VENTEu🔻 CREUX CRASH: pic+u): CREUX CRASH DÉTECTÉ → VENTE URGENTEu🔻 CREUX BEARISH: EMA=z% + pnl=z% + pas de rebondu?: CREUX en tendance BAISSIÈRE — rebond RATÉ → VENTE (age=min)u🔻 CREUX GAIN PERDU: max+z % (EMA bear)u<: CREUX gain en train de fondre — trend négatif → VENTEu📉 TREND DÉTÉRIORÉ: EMA=u🚨 + RSI survente (z) + perte significativeu: TREND DÉTÉRIORÉ + RSI u + perte → VENTE皙?( 🚀 u,: Sortie annulée - Tendance FORTE (EMA gap=%, Mom3=%, RSI=Uu ✋ u,: Sortie annulée - EMA bullish + RSI sain (ractionHOLD confidence sell_score STRONG_SELLu🧠 AI STRONG_SELL (ru🧠 AI SELL () EXTEND_TPru🧠 AI HOLD override (u%🧠 AI HOLD IGNORÉ (creux bearish, 333333ÿ u 🚨 URGENT⚡z EXIT (score=): , u 🔍 [DEBUG EXIT] %, score=z , urgent=N/Az RSI=z , EMA_gap=)%rrZrrrYrrrrzrprrrr\rrrr* EMA_SHORTEMA_LONGr% RSI_PERIODgetattrr=rfrbollinger_upperbollinger_lowerrergrhAI_PREDICTOR_AVAILABLEr;should_sell_earlyr predict_sellr)KrrP prices_datarkrrposition_age_minutes _ts_raw_creuxis_creux_protected_creux_protection_liftedklinesk prices_listrHr} volumes_list buy_vols_listema9ema21_ema_gap_earlyr%rsi_prev momentum_3 momentum_5 momentum_10current_pnl_pct _btc_mom_qe_market_stress_qe _pnl_gate _prices_tmp _mom3_tmp_creux_reversal_check_failed_creux_check _ema_gap_gate_creux_bearish_exit exit_reasons exit_score urgent_exit ema_gap_pctrsi_dropbtc_momrWrYbb_posrk sell_volsavg_vol recent_vol_3 sell_ratio_3 vol_ratiorr} drop_from_max_max_pnl_max_pnl_creux _btc_mom_te_market_stress_testrong_uptrendrsi_healthy_for_uptrendema_bullish_with_healthy_rsi ai_predictorai_should_sell ai_reasonai_override_hold ai_result ai_action ai_confidence ai_sell_score should_exit _creux_urgent_trend_deteriorated_ai_hold_thresholdurgencyrOrsi_strsK rcheck_technical_exitz$PositionManager.check_technical_exits  '>>&)}- ,,y"- ! 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"a ' ]S);%<< 1 1  ,S]O1SAS=T J(JA I4A J4 J?JJJ JJr))manual)r.r/r0r1r!r"r SCRIPT_DIRrrrrrrrr;rGrrrRrtrrer~r2rrrr_sDWW\\*.>?N77<< ,@AL6BpH1T+Z""H)V  FW&9U\eZx[zh T[;FKgrrc(eZdZdZej j edZej j edZ dZ de de de fdZ de fd Zd Zd Zd d Zd ZdZdZdZdZdZdZdZdZdZdZd!dZdZdZdZ dZ!dZ"dZ#y)" TradingBotzBot de trading automatiquezbot_settings.jsonzwatchlist.jsonc  tdtdtdtttt|_|j |_t|j |_ |jjt|j|jDcic]}|tdc}|_ d|_i|_i|_t"j$j't"j$j)t*d} t"j$j-|rt/|d 5}t1j2|}|j5d d |_|j6t9j8kDrCt;|j6t9j8z }td |d zd|d zdnd |_dddnd |_d|_d|_d|_ g|_!d dl"}g|_#|jI|_%|jM|_'i|_(d|_)d|_*d|_+i|_,d|_-d|_.d |_/tdt`t`rtd tc|j |_-d dl-m2}||j |jZjgd\}} |jZji} | j5dd } |} | r|| _.| | _5td|d| d| dn td!trr tu|_;td"nd|_;td$|jv|j_;txr td%t{|_*td&|jTdut}|_+td'|jVdutd(t|jd)d d*l*m@}||jtd+|jTj|j |jVj|j|jVj|jtd,d|_FtrJ txr |jTnd}t||_Ftd.|jjdud/|j|j_Ft|d1r |jZnd|j_-d|_Kt9j8|_Lt9j8|_Mtr4 t|_K|jr td2ytd3yycc}w#1swYxYw#d |_YxYw#tl$rYwxYw#tl$r-} td | d dl7}|jqYd} ~ d} ~ wwxYw#tl$r } td#| d|_;Yd} ~ d} ~ wwxYw#tl$r-} td-| d dl7}|jqYd} ~ d} ~ wwxYw#tl$r} td0| Yd} ~ d} ~ wwxYw#tl$r} td4| d|_KYd} ~ yd} ~ wwxYw)5Nui ══════════════════════════════════u( 🚀 TradingBot.__init__() DÉMARRAGE)rlrmrn)rrmaxlenFtrading_pause.jsonr paused_untilru ⏸️ PAUSE ACTIVE: rmin s restantsrrxrSru" 🔍 MARKET_REGIME_AVAILABLE = u0 🔧 Initialisation Market Regime Detector...)binance_clientget_market_regime_detectorT force_updatescoreu" ✅ Market Regime initialisé: z (score: ) → z positions maxu ⚠️ Market Regime ERROR: uJ ⚠️ Market Regime module non chargé (MARKET_REGIME_AVAILABLE=False)u7 ✅ Trade Logger initialisé (logs dans trade_logs/)u' ⚠️ Trade Logger non disponible: u7 ⚠️ Trade Logger non disponible (import échoué)u) 🔧 Initialisation surveillance IA...u ✓ AIPredictor obtenu: u# ✓ SurveillanceService obtenu: u 🔧 Configuration avec symboles...)setup_klines_fetcheru7 ✓ klines_fetcher configuré sur instances globalesu- ✅ Service de surveillance IA initialiséu' ⚠️ Erreur init surveillance IA: u+ ✅ AI Sell Predictor initialisé (LSTM=ru, ⚠️ AI Sell Predictor non disponible: ruG ✅ FreqAI Manager initialisé (Auto-Retraining + Outlier Detection)u' ⚠️ FreqAI Manager non disponibleu& ⚠️ Erreur init FreqAI Manager: )PrprjBINANCE_API_KEYBINANCE_API_SECRET TESTNET_MODEr_load_watchlist watch_symbolsrposition_managerrrrrrunning last_signal last_trader!r"rr__file__r#rr[rrZtrading_paused_untilrYrvsignal_cooldowntrend_cooldowntrade_cooldownpending_signals threading_hot_ai_signalsLock_hot_ai_signals_lock_load_settingssettings buys_per_hourmax_buys_per_hourrsurveillance_service ai_watchlistrr_last_regime_sellall_timeMARKET_REGIME_AVAILABLErBr detect_regimeget_max_positions regime_configrzrr%TRADE_LOGGER_AVAILABLEr:rrr;r<rr_fetch_klines_for_aiset_binance_client set_on_signal _on_ai_signal set_symbolsrAI_SELL_PREDICTOR_AVAILABLEr@modelrfreqai_managerlast_freqai_checklast_watchlist_cleanupFREQAI_AVAILABLErC)rr' pause_filerd pause_data remaining _thr_initr regime_nameregime_detailsmax_posr _singletonr}rrrGs rrzTradingBot.__init__ s+ yz 89 yz##)   "113 / < //#d>P>P:Q/R595G5GHq%s++H  WW\\"''//(";=QR  *ww~~j)*c*6a!%1J0:~q0QD-00499;>$'(A(ADIIK(O$P  8BtIVXL>Ycde45166-.) " !! &!$-NN$4!++-  !"!$(!"')*& 23J2KLM " D E &%9%U"D*$++F.2.@.@.N.N\`.N.a+ ^,,>>@&**7A6!;!=J!4? 13A 0:;-yQVPWW]^e]fftuv ^ _ " )$4$6!OP !%D  K L.2->->* ! &AB$4$6!3D4E4ET4Q3RST,D,F);D$T%>%>?OP!!44T[[A))778J8JK))55d6H6HIEF"& & J/E$++4);G)D&CDDZDZD`D`hlDlCmmnop 372H2H/DKDRaDbd.@.@hl+#!%&*iik#  +&8&:#&&cdCD ]I66 *()D %d!  &7s;< ##%% & )?sCD$(!! )< &?sCD ##%% & JDQCHII J( +>qcBC&*## +s-W +W, BW#W, A?X W;7X Y/DY0A Z)&&[ [W)$W,, W8; XX XX Y"X<<Y Y- Y((Y-0 Z&9"Z!!Z&) [ 2[[  [6[11[6rPrrc<|jj|||S)z$Fetcher de klines pour le service IA)rr)rrPrrs rrzTradingBot._fetch_klines_for_aiB s{{005IIrcddl}td|d|jd|j|j5|j Dcgc]}|j d|k7s|c}|_|j j||j|jxsd|j|j|jxsi|j|jdd d dddycc}w#1swYyxYw) uhCallback IA → file d'attente prioritaire HOT SIGNAL (réaction immédiate, sans attendre fin de cycle)rNu 🔥 HOT SIGNAL reçu: z - Score= Pattern=rPrACHATT) rPrrpredicted_gainrfeaturesstatus detected_at smart_signalsmart_eligible) rYrprrrrrZrfrrrr)rrPr_t_hotr's rrzTradingBot._on_ai_signalF s *6()DJJ>$"5"56d))3A $Qyy| $ 88NB7Lhhy"-G,,.CGG!%\%7%7%9 : /  HH["5 !%,R8P!Q/!)!7!7!GJj(779I)>)H)HH#NN62 /%E"=1H #G}h.3l3J"$*?*?*I*II 's 3 %5|&} ~ %cF(v.-(0N6(2`ab c#*Y'3^$%(]]_\" #G W $--sWE1IIdAa01!!"45::s7|n,STXT]T]^eTfSghjo $ $$#I./T%:%:%D%DDv./!%"uH%811    s)LLJBL4AJ# LK"!L6L;LBL1K< A LJ L#8KLKL"K95L8K99L<LL LLc tdtdtdt|jjdk(rtdtdytdt|jjd g}g}t |jjj D]\}} |j j|}||dk(r!td |d |j|J|d }|d }|d}||z dz dz} ||kr0td|d|dd|dd| dd |j|d| fnH||k\r0td|d|dd|dd| dd |j|d| fntd|d| dd |D]W\}} } td#|d$| d%| dd&|jj|| } | r= ru ✓ z : OK (P&L: rdrru: Erreur vérification - u" 🔄 Fermeture automatique de rbrz%)...u3 ⚠️ Échec fermeture, suppression manuelle...u 🗑️ Suppression de z position(s) invalide(s)...u ✅ Nettoyage terminéu 📊 Positions finales: ) rprrrrrrrrfrzrtr)rpositions_to_removepositions_to_closerPrkrHrrrrr}rOr>rs rverify_and_cleanup_positionsz'TradingBot.verify_and_cleanup_positions s. m AB f t$$.. /1 4 ; < -  T22<<=>>Z[\  $T%:%:%D%D%J%J%L M 3 FH 3 $ 5 5f =  (MQ,>GF8+^_`'..v6&}5 $[1 &}5 $1K$?1#D"K!I-HVHN=:MTR[\_Q``hixy|h}}~A&--v{O.TU"k1HVHN=:MTR]^aQbbjkz{~j@ABC&--v}o.VWGF8;t6LBOP/ 3<$6 3 FFC 7xr&CPT:UZ[ \**99&&IFKM#**62  3  05H1I0JJef g- @T22<<<--77? @  ! ! 1 1 3 - / -c$2G2G2Q2Q.R-STU m- 3 6(*CA3GH#**622 3s ?AJ$BJ$$ K-"KKcddl}ddl} d|jvr9|j|jdddlmamamamam a m a m a m a m a mamayy#t $r}t#d|Yd}~yd}~wwxYw)uNRecharge dynamiquement le module config.py pour obtenir les dernières valeursrNr) rrMAX_ORDER_SIZE RSI_OVERSOLDRSI_OVERBOUGHTrr BB_PERIODBB_STDrREQUIRED_SIGNALSTu) ⚠️ Erreur rechargement config.py: F) importlibsysmodulesreloadrrrrrrrrrrrrrzrp)rrrr}s r_reload_config_modulez TradingBot._reload_config_module* ss 3;;&  X!67  '  =aSA B sAA A3A..A3c |jtttdtd} t j j|jrZt|jdd5}tj|}d|vr|d|d<d|vr|d|d<d|vr|d|d<d d d td |d d |dd|dd|d|S#1swY.xYw#t$r}td |Yd }~Md }~wwxYw)uCharge les paramètres depuis config.py (fichier maître pour SL/TP) et bot_settings.json (pour positionSize, autoTrade et maxPositions)T)stopLoss takeProfit positionSize autoTrade maxPositionsrr rr r r Nu) ⚠️ Erreur chargement paramètres: u# ⚙️ Paramètres chargés: SL=rz% (config.py), TP=rz% (config.py), Taille=u €, Max=)rrrrMAX_OPEN_POSITIONSr!r"r# SETTINGS_FILErr[rrzrp)rrrd user_settingsr}s rrzTradingBot._load_settingsA sa ""$*-*.   Cww~~d001$,,cGDQ$(IIaLM"m30=k0J-%63@3P0%63@3P0Q 3HZ4H3II[\deq\r[stJKSTbKcJddmnvwEnFmGH IQQ C =aSA B B Cs0AC+:C%CCC C?'C::C?c|jr|jjsy |jj}|j dg}d}d}|jjj D]<t fd|Dd}|s|j dd}||ks3|dks9|}}>||fS#t$r}td|Yd}~yd}~wwxYw) z Trouve la position avec le score IA le plus faible pour remplacement. Retourne (symbol, score) ou (None, 0) si aucune position faible. )Nr all_symbolsNrc3LK|]}|jdk(s|ywrPNr+r-r'rPs rr/z4TradingBot._find_weakest_position..r s!#X!aeeHoQW>WA#X$$rr-u) ⚠️ Erreur _find_weakest_position: ) rrrget_surveillance_statusrZrnextrzrp) r ai_statusrweakest_symbol weakest_score symbol_datarr}rPs @r_find_weakest_positionz!TradingBot._find_weakest_positiona s ((0E0E0O0O 11IIKI#-- r:K!NM//99>>@ 0"#X{#XZ^_ 'OOGR8E},(- )/ 0"=0 0  =aSA B s*A.B=B=-B=3 B== CCCc |jr |jj}|jj\}}|jj dt } ddlm}|}|r|j|k7r||_|dk(rOttdr?ttdd}d|cxkrdkr#nn t|dz}td |d d |td |d |d|||k7rtd|d|d|d|S|jj dt } td| d| S#t$rYwxYw#t$r,}td|ddl} | jYd}~pd}~wwxYw)u Obtient le nombre maximum de positions selon le régime de marché actuel. Adaptation dynamique en temps réel - PAS DE LIMITE FIXE. r rr BULL_WEAKrgQ~jthru1 ⚠️ BULL_WEAK + baisse modérée (BTC Mom5=.2%u) → Positions réduites à u4 📊 [DEBUG] get_dynamic_max_positions(): regime=z , regime_max=z, settings_max=u 📊 Adaptation dynamique: ru positions max (config ignoré: ru, ⚠️ Erreur get_dynamic_max_positions: Nu= ⚠️ Market Regime non disponible - utilisation config: positions)rrr"rrZr rrrzrr=rrvrprr%) r regime_maxrr settings_max_gmrd_sbtc_mom5r}rfallbacks rget_dynamic_max_positionsz$TradingBot.get_dynamic_max_positions s   " &!//AAC !%!3!3!F!F!H Q#}}00AST QBb//;>,7) +-'+2W&{OQGH161%(d):%;  QRZ[^Q__|~H}IJKL[MYfgqfrsBCOBPQR-:;-uZLXxzFyGGHIJ!!==$$^5GH MhZWabc;!( &DQCHI ##%% &s=AE'%E BE E  E E  E F"FFctdt|jdtdtdtdt dt dtdtd |jD]}||jvrtd |j|<|jj|td }|sN|D],}|j|jt|d .td |d t|j|dy)uCharge les données historiquesu/ 📊 Chargement des données historiques pour z cryptos...u ⚙️ Paramètres actifs: RSI=rz, EMA=z, SL=z%, TP=rrrr{rrTz bougiesN)rprrrrrrrrrrrrDEFAULT_INTERVALrfr\)rrPrrs rload_historical_datazTradingBot.load_historical_data s" @TEWEWAX@YYdef 0a?OvV_U``abjakkprCqDDJK^J__`a b(( NFT[[(&+3&7 F#[[++F4DcJFPQ  @ww~~j)*cG<1$(IIaLDM123t}}7H7HTV7W3X2YYabc * 11 @ :1#> ? ?  @s/-B?B3/:B?3B<8B?? 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Règles strictes: 1. JAMAIS acheter si EMA/Bollinger orientés à la baisse 2. Détecter les breakouts pour réagir aux hausses 3. Utiliser le scoring IA du cache 4. Trailing stop dynamique pour ne pas vendre tôt 5. 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EMA9 croise EMA21 (+z%), RSI=z - ACHAT PRIORITAIRErru6: Golden Cross immédiat IGNORÉ - Chute brutale Mom3=ru-⚡ GOLDEN CROSS (2-3 bougies): EMA9>EMA21 (+ru'🔮 EARLY MOMENTUM: EMA convergentes (z.3fz %), Mom3=rzACHAT HAUSSIER (zpts/zreq): EMA9>EMA21 (+rzTREND FOLLOWING (zpts): EMA9>EMA21 (+z%), Momentum+, RSI=rzTAKE PROFIT: +rzSELL REBOND: EMA9>EMA21 (+z %), P&L: +zSELL SURACHAT: RSI=z, P&L: +zSELL SIGNAL TECHNIQUE: z signaux baissiers, P&L: rdz STOP LOSS: zConditions non remplies)'rrr)rr\rrrzrr%rr*rrr0rr3rarrrMrtryrErZboolrfrgrhrrrextendr'ris_pattern_allowedrp record_signalr)yrrP regime_inforrrvolumes_list_abuy_vols_list_arHr%r;r<rWrXrYrNrOrPr3rY bb_expandingbb_sloper[ ema_strengthr\r]r^r_pullback_distancerqrZrrr`golden_cross_recentgolden_cross_immediategolden_cross_imminent ema9_prev1 ema21_prev1 ema9_prev2 ema21_prev2 ema9_prev3 ema21_prev3 was_below_1 is_above_now was_below_2 was_below_3 ema_gap_now ema_gap_prev gap_reducing gap_closemom_okmom3 mom3_prevmom_acceleratinggap_convergingai_dataraai_from_service ai_patternis_bearish_trendrcsqueeze_override price_3_agoprice_change_3 price_5_agoprice_change_5price_avg_5_ago price_avg_now ema21_falling last_5_changerd buy_reasonsema_gapapproach_distancekeltner_confirmedrRkeltner_breakout prices_recentrZ was_below_bbrThigh_zone_blockrrrrDis_extreme_breakoutmax_20distance_from_max is_bb_activere sell_reasonsrrr8current_positionscan_buy block_reasons last_3_changelast_10_changelast_20_change max_positionsrqpattern_allowedpattern_reasonis_strong_momentumema_strongly_bullishhigh_ai momentum_ok ema_gap_crossrO last_3_okmin_buy_signalsema_gap_bullish near_peak peak_distancerkrrZstrong_uptrend_posema_diffsy ranalyzezTradingBot.analyzeU s"+TB  [[66v?OQTUF#f++/56!%!+66dkk&12  !7=!>!%!+!>!>8>"?151;"?"? v; 266 6r "%%fj9'++FI> &**68<%8%B%B6%J"&(%8%I%I&RTVXZ]%^"&(&//; 0C/R/RSY/Z, lH1D1N1NvW`bjln1o. |Y)<)O)OPVXZ)[& &)<)O)OPVXa)b& &H[GlGlmsGtD L"24D $!& % v;!  h,00iHJ-11&"+xHK-00iHJ-11&"+xHK-00iHJ-11&"+xHKk(;6 (83 <-1**.'':+(;6 (83 <*.'':+(;6 (83 <*.' 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},Yd},~,d},~,wwxYw#t $rYTwxYw#t $rYZwxYw#t $rYdwxYw#t $rY wxYw#t $rY wxYw#t $r.},td|,ddl*}-|-jWYd},~, Od},~,wwxYw#t $rY !wxYw#t $rY QwxYw#1swY xYw#t $rY wxYw#t $r}Yd}~ Hd}~wwxYw7cc}}/wcc}!}/w#t $rY wxYw7ƭw($zBoucle principale de tradingrNu1 🔍 [TRADING_LOOP] Démarrage - self.running=r rhu# 🔍 [TRADING_LOOP] Itération #z - self.running=rrrTFrPrrcru ⚡ FAST-PATH: u détecté il y a rz s (score=rr global_scoreu 📊 MARKET REGIME CHANGÉ: rbu pos) → z pos) [Score: ])rr)rrru0 🛡️ Resserrage des Stop-Loss (passage à u5) — SL depuis PRIX ACTUEL pour sécuriser les gainsrrrrGgQ?zprix actuel -1.5% (P&L=rrruentrée -1.0% (P&L=u • z: SL rru% depuis entrée) [riSELL_ALL_COOLDOWNz AUTO-REGIME: )rrrOrrrr rr'rr AUTO_SELL_rrOr%H:%M:%Su# 🚨 AUTO SELL-ALL déclenché: u positions → u 📤 Vente: u0 ⏸️ Trading en PAUSE 30min — reprise à u, ⚠️ Erreur écriture sell_all_signal: u& ⏳ AUTO SELL-ALL: cooldown actif (z s restants)u 📊 Market Regime stable: u. ⚠️ Erreur actualisation market regime: rrr-r{rru5 🔍 FreqAI: Vérification retraining périodique...ru ✅ FREQAI: RETRAINING EFFECTUÉu • Raison: rOru • Durée: durationrXr'models_retrainedu • Modèles: ru$ ✓ Pas de retraining nécessaireu( ⚠️ Erreur FreqAI periodic check: u Erreur récupération prix: _last_known_regimer)rrrrr_last_regime_protection_timeruRÉGIME DÉGRADÉzBTC STRESS (mom=ru 🚨 PROTECTION RETOURNEMENT: rru 💰 Vente PROTECTION z: P&L=rdrmzREGIME_PROTECT (gX9v?u 🛡️ SL RESSERRÉ rTrz (-0.8% du prix actuel)u 📊 Bilan: z vendues, u SL resserrés_bear_melt_counterrzrrrrrrv EMA_BULLISHrrrrSrwz: Skip quick-exit (z protection, age=zmin < ru ⚡ z quick-exitrrhu5 🧹 Nettoyage profond watchlist (deep TTL check)...)ru* ⏸️ TRADING EN PAUSE - Temps restant: ru> 🔒 Aucun achat autorisé (protection après vente totale)u🔍 [DEBUG] Market safety: u 🛑 ACHATS BLOQUÉS - uL 💡 Le trading reprendra automatiquement quand le marché se stabiliserauO🔍 [DEBUG-AFTER-SAFETY] Market safety OK, continuons vers section achat IA...u0 🔍 [DEBUG-ENTRY] SECTION ACHAT IA: Positions=rz, Surveillance=z) [DEBUG-ENTRY] Condition: surveillance=z, positions_ok=r1ru& HOT SIGNAL(S) ajouté(s) en prioritéu#🔍 [DEBUG] Ready signals reçus: z (dont hot)) ACTIVE_CRASHPRICE_CORRECTIONRSI_TRAPSTRONG_DOWNTREND BEARISH_TRENDCREUX_TOO_DEEPrirrrUrru8 ⚠️ Impossible de récupérer watchlist fraîche: )rrru 🔎 z: Traitement signal (score=z pattern=_pattern_manager_cacherrIrhu BLACKLISTÉ → signal ignorérrr%ru: CREUX_REBOUND extrême (RSI=u"≤30) — BYPASS heure bloquée (zh UTC)rruh UTC) - achat bloquérvihrVrHu 🔎 [TR1] z: age=zs max=u ⏰ z: Signal TROP VIEUX (zs > u s) - IGNORÉr\candles_since_bullish_crossrrrrPgQ?rg?rgz EMA slope=z>=u (rebond entamé, régime=z + RSI=>u (post-creux, régime=u: CREUX_REBOUND rejeté — u: Golden cross TROP RÉCENT (u3 bougies) → signal peu fiable (WR historique=11%) ema21_sloperRrwu(: CREUX_REBOUND rejeté — EMA21 slope=z% < u% (couteau qui tombe, régime=z [TR2] z: fresh=z fscore=z fpattern=u!: Données fraîches PÉRIMÉES (u(s) - watchlist obsolète, signal ignoré)rvPULLBACK1hr)rrr2rTrirrrr> ADAUSDTBNBUSDTBTCUSDTDOTUSDTETHUSDTLTCUSDTSOLUSDTXRPUSDTAVAXUSDTDOGEUSDTg@u 🚫📊 u: COIN PLAT — range 24h=u% < 4% → aucun potentielrggffffffrrr&gu ⭐🕐 u5: BTC rebond au creux — override 1h bearish (mom3h=z %, mom5m=ru:: CREUX RÉEL — override 1h bearish (bottom 4h ✓, RSI=z <38, Mom5m=z%>0.40%)u ⭐📈 u: SCORE_IA_OVERRIDE — score=u' ≥ 90 en tendance 1h douteuse (Mom3h=z%, DepuisHigh=u 🚫🕐 u3: CREUX rejeté — tendance baissière (EMA → Essoufflement post-pump ou déclin continu détectéu ✅🕐 z#: Tendance 1h OK pour CREUX (Mom3h=ru: Vérif 1h indisponible (u) → confiance 5min seulementriiirrrgc3RK|]}d|zd|zk\sd|z ywrTNr2r-rkc5mo5m_iv5m_is rr/z*TradingBot.trading_loop..s:5paWZ[]^_[_W`dijlmnjndoWoeBqDk5p' 'c3RK|]}d|zd|zksd|z ywrr2rs rr/z*TradingBot.trading_loop..s:6pqX[\^_`\`XadijlmnjndoXouRT{6pru ✅⏱ u: 5min info — drop=z%, pump=rz %, atBottom=z , recovery=z %, sell/buy=rjru&: anti-pump BYPASSÉ — RSI survente=u≤35 + pump modéré=u#%<2% → rebond légitime autoriséu+: CREUX_REBOUND BLOQUÉ post-pump — pump=z % (seuil=z%) et hors du fond (recovery=u%% < 2% seuil) → chasse-pump évitéu&: Vérif 5min post-pump indisponible (z: CRASH ACTIF (u) - BLOQUÉ SÉCURITÉz: Score FRAIS=z < minimum (u ) - BLOQUÉz: Utilisation score FRAIS=z (cache=u obsolète)z: Fresh pattern u: Pattern caché=u= OBSOLÈTE (frais=NEUTRAL) → forcé NEUTRAL pour décisionsrrrr?rrema_trend_bearishru 🚫🔴 z: RSI TRAP ABSOLU - RSI=u! + EMA Bearish → ACHAT INTERDITu → Momentum=z8% insuffisant (besoin >0.5% pour confirmer retournement)z: RSI=u) extrême MAIS retournement violent Mom3=u% → autorisérz: SURVENTE EN BAISSE - RSI=z EMA_bearish Mom3=u % → BLOQUÉuV → Acheter en survente dans tendance baissière = piège (besoin Mom3>0.3% min)ru': TENDANCE BAISSIÈRE FORTE - EMA_diff=ru → BLOQUÉu= → Attendre retournement confirmé (Mom3>0.2% minimum)u4: FIN DE CYCLE détectée - Momentum en chute (Mom3=ru → Pattern=z EMA_diff=u% → ACHAT BLOQUÉregпg?rrz: BAISSE ACTIVE - EMA_diff=rz): CREUX_REBOUND en zone basse - EMA_diff=u& → ACHAT AUTORISÉ (creux légitime)u ⛔🔴 u": CREUX refusé — BTC en chute (rrHIGH_SCORE_OVERRIDEPOSSIBLE_BLOCKED*g? base_scorerrrrzNi CREUX (EMA+zNi BREAKOUT (pattern=z score=zNi EXCEPTIONNEL (score=zMom3=z % (chute)rdzBB_pos=z trop hautu: Aucune stratégie validée - rz CREUX (EMAz BREAKOUT (zEXCEPTIONNEL (score=zNEUTRAL_HIGH (score=zSMART_VALIDATED (score=u: Stratégie(s) validée(s) - u7: Pas de données fraîches - Utilisation cache (score=z , pattern=z: Score cache=ru8 ET absent watchlist → BLOQUÉ (qualité insuffisante)irgMb@r?z#: BAISSE ACTIVE (cache) - EMA_diff=z.4fz Mom5=z RSI=rz: FIN DE CYCLE (cache) - Mom3=volumes get_volumesi@B)rPrrr%r?block_on_outlieru ℹ️ z : Outlier (z.0%u) — score IA=u prédominez: Erreur FreqAI outlier check: rrzSCORE_TOO_LOW (z < 45)u 📊 Signal u rejeté (score faible)) rrPrrarrrrrrrejection_reasonrOALREADY_IN_POSITIONu♻️ Signal u rejeté (position existante)rzSMART_BLOCKED (eligible=z , signal=u 🚫 Signal u rejeté (BEARISH/NON-ÉLIGIBLE)u!: Signal BLOQUÉ (smart_eligible=u: Pattern DANGEREUX bloqué (rJ min_scorezREGIME_MIN_SCORE (score=z < min=z , regime=u🛡️ Score u insuffisant pour régime z (min: z: Score u (régime ) rvrrEARLY_BREAKOUTCONSOLIDATION_BREAKOUTrCROSSOVER_IMMINENTVOLUME_REVERSAL RSI_REVERSALSTRONG_UPTRENDru6 BLOQUÉ en régime NEUTRAL (seuls rebonds autorisés)u BLOQUÉ en régime u (seuls rebonds autorisés)z < 80 pour rebond en u - BLOQUÉrfrrus restantes) - BLOQUÉz COOLDOWN (z s restantes)u 🕒 Signal u rejeté (cooldown)rzACTIVE_CRASH(Mom3=z%,Mom5=rzCrash_Violent(RSI=z,Mom=zChute_Extreme(Slope=zEMA_Bearish(Score=z,Mom5=zRSI_TRAP_ABSOLU(RSI=z ,EMA_Bearish)rema_cross_freshema_cross_bullishzCROSSOVER_LATE(cross_fresh=z ,cross_bull=uG: CROSSOVER trop tardif - Opportunité ratée (>2min après croisement)RzDOWNTREND_STRUCTURAL(z bougies sans golden cross)u: DOWNTREND STRUCTUREL — u, bougies sans EMA cross → CREUX impossibleu#: DOWNTREND_STRUCTURAL ignoré — z + score=z bougies)g333333zEMA_ACTIVELY_FALLING(slope= 0.70, prix haut + EMA bearish)u: Pas un creux — prix à z des BB avec EMA bearishu(: Signal IA REJETÉ - Danger confirmé (zBEARISH_DANGER (u rejeté (danger)u: Rebond détecté - RSI=z + Momentum positif (zIA: )rar%ru🤖 IA SIGNAL: z (Score=)rPrr8rOrar%priorityr7u6 ⚠️ ERREUR CRITIQUE dans traitement signaux IA: zMAX_POSITIONS (u ⛔ Signal u rejeté (limite positions)c |dS)Nrr2ris rr1z)TradingBot.trading_loop..>s Qz]rrku 🤖 SIGNAUX IA PRÊTS (z):u🔥ru✨rrUz: Score=rarr8)r timedelta)r trade_logsztrades_log.jsonlrijrr>r(u 🛑 CIRCUIT BREAKER ACTIF: u1 stop-losses en 60 min → CREUX_REBOUND suspenduu 🛑 u-: CREUX_REBOUND bloqué (circuit breaker — z SL/60min)u 🤖 ACHAT IA: z (Score: ru 🔄 REMPLACEMENT INTELLIGENT: rzremplacement-prioritaireu 🤖 ACHAT IA (remplacement): rz: En attente (max u 💡 Cycle terminé: z signaux IA | Positions: _last_mem_cleanuprrui iQ)rrrfr)rsrtrprrrrYrrZrrrr'rr check_safetyrzrr"rr market_datarrrrrrrrrr!r"rrrr[r$r fromtimestampr,rvrr%rrr)rr\rrrperiodic_checkrrrfrer=rrtrrrr~rrrrrrrrrr.rrinsertaddr_get_market_regimerOrrrrorrrrrrrmrrgrr8rrhrreryrr%r*should_check_outliersrrrrrrr4 enumeraterrrr# readlinesrvstrip startswithstrptimer&rrrrrrrdictgccollectr;((rwatchlist_check_counterklines_refresh_countermarket_regime_counter_last_display_time iteration _now_fast_fast_candidatesr'_fresh _market_ok_ms_safer_hot_hot_sym_hot_age _hot_scoreold_regime_nameold_maxnew_regime_namernew_maxrrPrrvrurwnew_sl lock_labelr5r\n_pos _cooldown_oksymbols_to_sell sell_signal sell_all_pathr  _pause_until pause_path_resume_e _remainingr}rrr current_timeretraining_resultsmodels all_prices_current_regime_rt_prev_regime_rt _bull_regimes _was_bull_is_bearish_now_regime_degraded _btc_mom_rt _btc_stress_last_rt_action_trigger_sold_rt _tightened_rt_sym_rt_pos_rt _cur_px_rt_ep_rt_pnl_rt _tight_sl_old_sl_e_rt_bm_erk_ts_rawr*rr _pattern_posmin_age_minutes_market_stress_btc_mom_reg_qerrSrrr market_safetyis_safe 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N#9N#>MNN N("N NNN N  N#)F)Nr)$r.r/r0r1r!r"rrr rrrrvrrrrrrrrrr'r*r/rErrPrr&r;r.ryrrrr2rrrr s$GGLL-@AMWW\\*.>?Nh+TJ3J#JcJC(:Sp%d7Z"x N!rrc|tdts5tdtd}|jdk7r tdyt j }tj jtd} ddl }ddl }d}|jgd D]} |j|k(rd j|jjd xsg}d |vrWd |jjddjvr+|jtd|jdd}|r|j%d t)|d5} | j+t-|dddtd|td t/} tdtd t5j6| j7 tj j;|r!t j<|tdyy#|j |j"f$rYwxYw#t&$r}td|Yd}~d}~wwxYw#1swYxYw#t&$r}td|Yd}~d}~wwxYw#t&$r,}td|ddl} | j3Yd}~yd}~wwxYw#t8$rtdY wxYw#YyxYw# tj j;|r!t j<|tdww#YwxYwxYw)Nu ╔══════════════════════════════════════════════════════════════════════╗ ║ 🤖 CRYPTO TRADING BOT - ORDRES AUTOMATIQUES 🤖 ║ ╠══════════════════════════════════════════════════════════════════════╣ ║ ⚠️ Ce bot peut passer des ordres RÉELS ! ║ ║ 🧪 Mode TESTNET activé par défaut (argent fictif) ║ ║ 📊 Stratégie: RSI + EMA + Bollinger Bands ║ ╚══════════════════════════════════════════════════════════════════════╝ u+⚠️ ATTENTION: Mode PRODUCTION activé!z Confirmer ? (oui/non): ouiu Annulé.zbot.pidrF)pidnamecmdlinerUrztrading_bot.pypythonrru- 🛑 Instance précédente terminée (PID rTr'u- ⚠️ Nettoyage instances précédentes: ru 📝 PID sauvegardé: u- ⚠️ Impossible de sauvegarder le PID: u)🔧 [DEBUG] Création de TradingBot()...u*✅ [DEBUG] TradingBot créé avec succèsu)❌ [DEBUG] Erreur création TradingBot: u'🔧 [DEBUG] Lancement asyncio.run()...u 👋 Bot arrêté.u 🗑️ PID nettoyé)rprinputrr!getpidr"rrpsutilrY process_iterrrrZ terminate NoSuchProcess AccessDeniedrtrzrrrrrr%rsrKeyboardInterruptr#r%) confirmrpid_file_psutil_t killed_anyprocrr}rdbotrs rmainr}s     ;<45 ==?e # -  ))+Cww||J 2HC  (()CD D 88s?((499==#;#ArB#w.8tyy}}VUW?X?^?^?`3`NN$I$((STUV!%J   HHQK C (C  A GGCH   )#/0 56l :; 34  CGGI  ww~~h' (#01(C))7+?+?@   C =aSABBC    C =aSABBC  9!=>  ( &'(    ww~~h' (#01(  s I!H0I1B H:I I2I&7I2J:#K?K*H>:I=H>>I I# II#&I/+I22 J;JJ K  "KK K'#K1&K''K1*K.1L;3?L42L;4L86L;__main__)Dr1r!rrsr[rYrrr collectionsr urllib.parserrrrrrrrr"rabspathrrrLOG_FILEr stdoutstderrr6r7r subprocess _pip_flagsplatform check_call executablerrr:rrprr;r<r=r>r?rrr@rArrrBrfreqai_integrationrCrrErKrjrrrrr.r2rrrs{  ",0 WW__RWW__X6 7 77<< $5 6$$N ! 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