0iX%SSKrSSKrSSKrSSKrSSKrSSKrSSKJr SSKJ r Jr SSKJr SSK J r SSK Jr SSKrSSKrSSKrSSKrSSKJr SSKJrJrJrJrJr SS KJrJrJrJ r SS K!J"r" \RF"S 5r$\ "S S5r%\ "S S5r&S\'4Sjr(Sr)Sr*\""\)\*5r!Sr+Sr,\-"5r.\-\/\0S'Sr1Sr2Sr3\Rh"\2SS9 \Rj"\RlRnS-5r8\"SS9r9\"5r:"SS5r;\;"5r\R~\0S'/q@\>\A\0S '\"5rBS!rC\C"5 S"\/S\/4S#jrDS$\ES\'4S%jrFSfS&\R~S'\GS\ES-4S(jjrHS&\R~4S)jrISgS&\R~S*\>\J\/\J4S-S\R~4S+jjrKS,\R~S\A4S-jrLS.\>\R~S\>\A4S/jrMS0\/S1\/S\A4S2jrNS.\>\R~S\>\A4S3jrOS4\R~S0\/S1\/S\'4S5jrP"S6S75rQ\Q"5rRSSSSS8S8S9.rSS:rTS;rU\:RS<5S=\4S>j5rW\:RS?5S=\4S@j5rXS.\>\R~4SAjrYSBrZS1\/S\J\A\'44SCjr[\:RSD5SE5r]\:RSF5SG5r^\:RSH5SI\4SJj5r`\:RSK5\"SSL94SM\/4SNjj5ra\:RSO5\"SSL94SM\/4SPjj5rbSQrcSRrdSSreSTrf\:RSU\SV9SW5rg\:RSX\SV9SY5rh\:RSZ\SV9S[5ri\:RS\\SV9\"SSL94SM\/4S]jj5rj\:RS^5\"SSL94SM\/4S_jj5rkS`rl\"SSL94SM\/4Sajjrm\"SSL94SM\/4Sbjjrn\:RSH5SI\4Scj5r`\:RSK5\"SSL94SM\/4Sdjj5ra\:RSO5\"SSL94SM\/4Sejj5rbg)hN)ThreadPoolExecutor)datedatetime)time)BytesIO)Lock)Image)CookieFastAPI WebSocketWebSocketDisconnectRequest)ResponseStreamingResponse HTMLResponseRedirectResponse) create_clientz Asia/Jakartareturnc[R"[5R5n[Us=:*=(a [ :*$s $)z)Cek apakah sekarang dalam jam operasional)rnowTIMEZONErOPERATION_START OPERATION_END)rs AC:\Users\A\Documents\GitHub\backendAbsensiFaceRecognition\main.pyis_operation_hoursrs2 ,,x % % 'C c 2 2] 22 22z(https://vtuamuvlfnouzekjhtsk.supabase.co.sb_publishable_0LJO9qBDgV29zXMPaS44Iw_3d4GP9uwzadmin@example.comadmin123active_sessions facesg?T)exist_okz#haarcascade_frontalface_default.xml) max_workerscx\rSrSrSrSrSrS\\\44Sjr S\ RS-4Sjr S\ S-4S jrS rg) FrameBuffer;z9 Simpan frame terbaru di memory. Thread-safe pakai Lock. chSUlSUl/Ul/Ul[ 5UlSUlgN)frame display_framer# face_cropsrlock jpeg_bytesselfs r__init__FrameBuffer.__init__@s/(, 04 ,.F (,rcUR XlX lX0lX@lXPlSSS5 g!,(df  g=fr+)r/r,r-r#r.r0)r2r,r-r#r.r0s rupdateFrameBuffer.updateHs- YYJ!. J(O(O YYs 5 ArcUR [UR5URVs/sHoR 5PM sn4sSSS5 $s snf!,(df  g=f)z*Ambil snapshot face_crops + faces saat iniN)r/listr#r.copy)r2cs rget_latest_cropsFrameBuffer.get_latest_cropsPsC YY #%H1ffh%HHY%HYs#AA AA A)NcUR URbURR5OSsSSS5 $!,(df  g=f)z!Ambil snapshot raw frame saat iniN)r/r,r:r1s rget_latest_frameFrameBuffer.get_latest_frameUs, YY(, (>4::??$DYYs )A AchUR URsSSS5 $!,(df  g=fr+)r/r0r1s rget_jpegFrameBuffer.get_jpegZs YY??YYs # 1)r-r.r#r,r0r/)__name__ __module__ __qualname____firstlineno____doc__r3r6tupler9r<npndarrayr?bytesrB__static_attributes__rrr(r(;sO-)I%d "3I I"**t"3I #%$,#rr(KNOWN_ENCODINGS KNOWN_USERSc X[RS5RS5RSS5R 5n/n/nUR HnUS(dM[ RR[US5n[ RRU5(d[SU35 Mj[R"U5nURS:XaURSS5nUH.nUR!U5 UR!US US S .5 M0 M [" UqUqS S S 5 [S [)U5S[)[+SU555S35 g !,(df  NC=f![,an[SU35 S nAg S nAff=f)z-Load semua enrolled faces dari DB + file .npyuserszid, user_name, face_file is_enrolledT face_fileu⚠️ File tidak ditemukan: id user_name)user_idrXNu ✅ Loaded z encodings, c3*# UH oSv M g7f)rXNrN).0us r !load_all_faces..sCf\eWXkN\esz useru❌ load_all_faces error: )supabasetableselecteqexecutedataospathjoin FACES_DIRexistsprintrJloadndimreshapeappend faces_lockrOrPlenset Exception)rR new_encodings new_usersr\rfencses rload_all_facesrwhsk%0 NN7 # V. / R t $ WY   A[>77<< 1[>:D77>>$''6tf=>774=DyyA~||Ar*$$Q'   w!";"&+O#K  C ./|CCf\eCf@fA6D55 E%?E E% E%cn[U5nUH#nUSS:XdM[USUS5US'M% U$)z^ Gabung: recognition + attendance dalam 1 blocking function. Panggil via asyncio.to_thread(). rrrYrxr)rr)r.rrs rdo_recognition_and_attendancer'sE #:.G X;, &4Qy\1V9MAlO Nr face_cropc[R"U[R5n[R"U5n[ U5S:wa[ S[ U5S35 g[R"X45nU(d [ S5 gUSn[U5nUSUS3n[RR[U5n [RRU 5(aP[R"U 5n U R S:XaU R#SS 5n [R$"X/5n O[R&"U/5n [R("X5 [ S [ U 5S US 35 [*R-S 5R/USS.5R1SU5R35 g)uK Enroll 1 wajah + update DB. BLOCKING — panggil via asyncio.to_thread(). rUu ⚠️ Enroll gagal: ditemukan z wajahFu2⚠️ Enroll gagal: tidak bisa generate encodingrrzz.npyrVu ✅ Enroll #z untuk ''rRT)rTrSrW)rrrrface_locationsrprjrrrerfrgrhrirJrkrlrmvstackrsaver_r`r6rbrc) rrYrXrrr new_encoding safe_namefilenamerfrall_encs rdo_enroll_syncr6so||Is'8'89H&44X>N >a 0^1D0EVLM //II  BCQ*GGD LWhyk ;< NN7""$ r$ rcD\rSrSrSrS\4SjrS\4SjrS\4Sjr Sr g ) ConnectionManageriec/Ulgr+active_connectionsr1s rr3ConnectionManager.__init__fs 35r websocketc# UR5IShvN URRU5 [S[ UR5S35 gNB7f)Nu✅ WS connected (total: ))acceptrrnrjrpr2rs rconnectConnectionManager.connectisN    &&y1 )#d.E.E*F)GqIJ !sAAAAcXR;a>URRU5 [S[UR5S35 gg)Nu❌ WS disconnected (total: r)rremoverjrprs r disconnectConnectionManager.disconnectnsE // /  # # * *9 5 0T5L5L1M0NaP Q 0rrc# /nURHnURU5IShvN M UHnUR U5 M gN#![a URU5 M\f=f7fr+)r send_textrrrnr)r2rdeadwss rbroadcast_text ConnectionManager.broadcast_textssg))B ll7+++* B OOB ,  B s7A1AA AA1 AA.*A1-A..A1rN) rDrErFrGr3r rrrrrMrNrrrres/6KyK RIR  C rrF)moderYrX enroll_countcapture_requested processingcpS[S'S[S'S[S'S[S'S[S'S[S'g) NrrYrXrrFrr)SESSIONrNrr reset_sessionr s>GFOGIGKGN#(G  !GLrc# [5n[R"S5IShvN [5nX:wa8U(aSOSn[R U5IShvN [ SU35 UnMgNMN7f)zv Background task yang jalan terus untuk broadcast schedule changes. Cek waktu tiap 30 detik, broadcast saat transisi. NitsWorkingTimenotWorkingTimeu📢 Schedule broadcast: )rasynciosleepmanagerrrj) last_state current_staters rschedule_broadcasterrsu $%J mmB*,   &*7&=MG((1 1 1 -gY7 8&J  2s!%A9A56A9A7A97A9z /ws/streamrc# [RU5IShvN UR5IShvN nUSS:XaGOUSS:XaSU;aUSnU(dMA[R"U[R S9n[ R"U[ R5nUcM[U5upV[XE5n[U5n[RXGXVU5 [SS:Xa:[S (a,[S (d[R "[#55 USS:XaS U;aUS R%5n U S :Xa=['5(aS OSn UR)U 5IShvN [+SU 35 GMtU S:Xa@[-5 [R/[0R2"SS055IShvN GMU S:Xa$[SS:XaS[S '[+S5 GMGM[R7U5 gGNGNNNR![4a N,f=f![R7U5 f=f7f)NTtypewebsocket.disconnectwebsocket.receiverL)dtyperENROLLrrrisWorkingTime?rr"📞 ESP32 query working time → stopcaptureu!📸 Capture requested dari ESP32)rrreceiverJ frombufferuint8rimdecode IMREAD_COLORrrrbufferr6r r create_taskprocess_enroll_capturer}rrrjr rjsondumpsr r) rrraw img_arrayr,r#r.rjpegrresponses r ws_streamr.s  //) $$$?&%--//Gv"88v"55'W:Lg&MM#RXX>  Y0@0@A=%1$7!%U2&g. eeFFOx//0 -''(>(@Av"55&G:Kv,,.++3E3G3G/M]H#--h777>xjIJ6>!O!00VVs| 9%C%0T8O     9%sIHIH(H! H(H8D:H(?H$AH(H&4H(I!H($H(&H(( H52H84H55H88IIz/ws/cmdc # [RU5IShvN UR5IShvN nUSS:XaGOUSS:XGaSU;GaUSR5n[ SUS35 US:Xa?[ 5 [R [R"SS055IShvN MUS :Xa<[5(aS OS nURU5IShvN [ S U35 MUS :XaC[R [R"SSSS.55IShvN [ S5 GM'US:XaC[R [R"SSSS.55IShvN [ S5 GMpUS:XGah[5(d_[R [R"SSSSS.55IShvN [ S5 [R"S5IShvN [R5upE[U5S:XaUR[R"SSSS .55IShvN [5(d@[ S!5 [R [R"SSSS.55IShvN GMUR[R"S"S#S$.55IShvN [R "[#XE55 GM[R$"U5nUR)S5nUS%:XGa@UR)S&5=(d S'R5nU(d3UR[R"S(S)S$.55IShvN GMp[*R,"S*U5(d3UR[R"S(S+S$.55IShvN GM[R."[0U5IShvN upU R)S,5n U (a[6R8R;[<U 5n [6R8R?U 5(a[@RB"U 5nURDS-:XaURGS-S.5n[U5[H:aCUR[R"S(SUS/[U5S03S$.55IShvN GM[ 5 S1[JS2'U S3[JS4'U[JS5'S[JS6'[R [R"S7US[HS8.55IShvN [ S9US35 OkUS::Xa"[JS2S1:XaS[JS;'[ S<5 OCUS=:Xa=[ 5 [R [R"SS055IShvN GM[ROU5 gGNGNGNCGNGNGNGN-GNGNGNhGN8![R&a GM f=fGNGN[GN7![2aFn UR[R"S([5U 5S$.55IShvN Sn A GMcSn A ff=fGNGN5N![La Nf=f![ROU5 f=f7f)>NTrrrru 📨 CMD: 'rrrrrr ForceStartcommandesp32STARTrtargetactionu&📞 ESP32 ForceStart command received ForceStopSTOPu%📞 ESP32 ForceStop command received recognize TEMP_STARTr")rr5r6timeoutu"⏳ Waiting for stream to start...g@rrecognize_resultno_facezTidak ada wajah terdeteksi)rrru1🛑 Stopping temporary stream (no face detected)recognize_statusz Memproses...rr start_enrollnamarrzNama tidak boleh kosongz^[a-zA-Z0-9_ ]+$zNama tidak validrTrUrVz' sudah ter-enroll (z encodings)rrrWrYrXrenroll_started)rrxcounttotalu🔵 Enroll started: 'rru%📸 Capture requested dari dashboard stop_enroll)(rrr r}rjr rr(r)rrrrr%r<rpr&run_recognize_taskloadsJSONDecodeErrorgetr{match to_threadget_or_create_user_syncrrrrerfrgrhisfilerJrkrlrm ENROLL_TARGETr r r)rrrr-r#r.rdcmdrArcreatedrvrTnpy_pathrs rws_cmdrRs) //) $$$h&%--//Gv"88v"55&G:Kv,,. D6+,6>!O!00VVxjIJ<'!00$-&-&-=2 BD;&!00$-&-&,=2 AC;&-//%44TZZ$-&-&2') A6BC%mmC000(.(?(?(A%E:!+'11$**$6&/'C>3 233!"UV")"8"8(1*1*0E:#   !$--djj 2#1:/ ''*5=::d+Dhhy).( HHV,299;D'11$**$+'@>3!88$7>>'11$**$+'9>3!!.5.?.?@WY].^(^ !% 5I !#i!Ch11%'WWX%6(%]]a/)1)9)9!R)@h ]m;$-$7$7 *1/06J3x=/Yd-eD 9!%"""'"O&.GFO)-dGI&+/GK(./GN+!00 0 $!"!. =2 24&:;I%v(27; 34EFM)!O!00VV3! ! "."O     9%sZ>W3Z>ZW6 ZZ$A1Z6W973Z*W<+A Z5W?6AZ>X?AZX(ZXAZX AZ&X'2ZX&ZXA2Z X0 AZX3Z!X9?X6X9C&Z,Z -A-ZZA:ZZZZ>6Z9Z<Z?ZZZZ ZZZX-(Z,X--Z3Z6X99 Z 4Z7Y:8Z=ZZ  ZZZ Z!Z$ Z!!Z$$Z;;Z>c p# [R"[U5IShvN n/nUH5nUSS:XaURUSS45 M$URS5 M7 [R 5nUbF[ XPU5n[U5n[R U[l U[l SSS5 [R[R"SUS.55IShvN [S UVs/sHoDR!SS 5PM sn35 [#5(d6[R[R"S S S S.55IShvN ggGNG!,(df  N=fNs snfN!![$an[SU35 [R[R"SS['U53S.55IShvN [#5(d;[R[R"S S S S.55IShvN SnAgSnAgSnAff=f7f)zARecognition + attendance di background thread, broadcast hasilnyaNrrrx)rrr)Unknown)rrrr<)rr#u🎯 Recognize done: rr1r2r8r4u❌ Recognition error: rzRecognition error: r?)rrKrrnr%r?rrr/r-r0rrr(r)rjrIrrrr) r#r.rrrr,labeledr,rvs rrFrFs.))*GTTA{l* qy+67 67 '')   v6G!'*D'.$$(! $$TZZ&1 &     %&QAuuVY'?&Q%RST!##((##"5*  $5U   'R    's+,$$TZZ,SVH51 &    "##((!! 5*  $ sH6FE)A?F"E,97F0E=1F?E? AF"F#F'H6)F, E:6F?F H3A H.GAH.H!H.$ H6.H33H6c |# S[S'S[S'[R5up[U5S:waL[R [ R"SS[U5S3S .55IS hvN S[S'g [R"[US [S [S 5IS hvN nU(d?[R [ R"SSS .55IS hvN S[S'g [S==S- ss'[Sn[SUS[35 [R [ R"SU[[S S.55IS hvN U[:a[S n[5 [R"[5IS hvN [R [ R"SUSUS3S.55IS hvN [R [ R"SS055IS hvN [SUS35 S[S'g GNGNGNJNNN]N,![aYn[SU35 [R [ R"SS[!U53S .55IS hvN S nANyS nAff=f!S[S'f=f7f)z%Proses 1 enroll capture di backgroundTrFrrUenroll_warningz Ditemukan z wajah. Harus tepat 1.r?NrrYrXzGagal enroll. Coba lagi.ru📸 Enroll progress: /enroll_progress)rrCrDrx enroll_donezEnroll 'z ' selesai!)rrxrrru✅ Enroll selesai: 'ru❌ Enroll error: rzEnroll error: )r r%r<rprrr(r)rrKrrjrNr rwrrr)rzr.rrCrArvs rr'r's GL#(G  <&//1  z?a ((('J'88NO5*   h!& c ))  qM I  K   (((55*   J!& G 1$' &ugQ}o>?$$TZZ%"K( 1 &     M !;'D O##N3 3 3((%%dV:65*   ((VV4D)EF F F )$q1 2!& q     4  G   "1#&'$$TZZ'Ax01 &     !& sJ<A!I7H78I= J<1I8H:9:I3H=4I9 J<A+I.I/>I-I.8I&I'2III- J<7I:I=IIIII J+A J&JJ&!J.&J++J.. J99J<c[RS5RS5RSU5R 5nUR (aUR SS4$[RS5R USSS.5R 5nUR (d [S5eUR SS4$) NrR*rXrF)rXrSrTzGagal membuat userT)r_r`rarbrcrdr RuntimeError)rXrress rrLrL&sw  K #   }}}}Q&& .. ! ( (* wy  88/00 88A; rz/streamc&Sn[U"5SS9$)Nc3# [R5nU(a SU-S-v [R"S5 M=7f)Ns%--frame Content-Type: image/jpeg s g?)r%rBrr)r,s r generatorstream_video..generator@sF??$D8 JJt s?Az)multipart/x-mixed-replace; boundary=frame) media_type)r)ras r stream_videord>s  Y[5` aarz/imagec[R5nU(a [USS9$[R"SSSS9n[ 5nUR US5 [UR5SS9$)Nz image/jpegcontentrcRGB)i@)rjr )rJPEG)r%rBrr newrrgetvalue)r,blankbufs r get_imagerpOsX ?? D >> IIeZ| /9&&  OU34$6 79u$ Rekap Absensi Bulanan

📊 Rekap Absensi Bulanan

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📊 Rekap Absensi 🎯 Face Recognition 👥 User Management

Face Recognition

🔒 Admin Only
Status
Idle
WebSocket
Disconnected
Enrolled
0
📹 Menunggu stream dari ESP32...
Status
Connection Disconnected
Mode —
Stream Menunggu
—
0 / 10 0%
Hasil Recognition
—

📸 Enroll Baru

Masukkan nama untuk enrollment wajah

rX)response_classc# [$7f)zHalaman rekap bulanan) html_rekaprNrr get_rekapr s   z/detailc# [$7f)zHalaman detail absensi per nama) html_detailrNrr get_detailr s  rrc[$)zHalaman login - PUBLIC) html_loginrNrr login_pager s  rz /dashboardcDU(a U[;a [SSS9$[$)zAdmin Dashboard - PROTECTEDrrr)r!rhtml_dashboardrs r dashboardr s# M@H#>> rz/userscNU(a U[;a [SSS9$[S5$)zUser Management - PROTECTEDrrruFv User Management
📊 Rekap Absensi 🎯 Face Recognition 👥 User Management

User Management

🔒 Admin Only
🔍
0 user
Nama ↕ Face File Status ↕ Dibuat ↕ Aksi
⏳

Memuat data...
)r!rrrs r users_pager s0 M@H#>> LL L rc.[R"S5$)zGenerate unique session tokenru)rrrNrrgenerate_tokenr~ s   R  rc(U(a U[;agg)z Check apakah session token validTFr!rs rget_admin_from_cookier s/9 rc(U(a U[;agg)z.Dependency: redirect ke login jika belum loginNTrrs r require_adminr s M@ rc# UR5IShvN nURSS5nURSS5nU[:Xa_U[:XaU[ 5n[ R U5 [[R"SSS.5SS 9nURS US S S S9 U$[[R"SSS.5SSS9$N7f)z Login adminNrsrrtrzLogin successfulrrvrfrwTrxry)keyvaluerzr{r|rr}r~r) r(rIrrrr!rrr)r)rqrrsrtrr-s rrr s D HHWb !Exx B'H N : E"JJ)@RST)    JJ'>STU)  - sC C B4C c# U(aU[;a[RU5 [SSS9nURSS9 U$7f)z Logout adminrrrrw)rr)rwr-s rrr sA/9 .H#>H / OsAAcv# U(aU[;aSS0$[[R"SS05SSS9$7f)z$Check status login (dipakai oleh JS)rTFr~rvrrrs rrr s@/9&&  OU34% r)Ur+)or(rer{rrrconcurrent.futuresrrrdt_timeior threadingrpytzrrnumpyrJPILr fastapir r r r rfastapi.responsesrrrrr_rtimezonerrrboolr SUPABASE_URL SUPABASE_KEYrrrqr!r__annotations__rNrhrmakedirsCascadeClassifierrd haarcascadesrexecutorappr(r%rOr9rKrPdictrorwrrLrrrrrIrrrrrrrrr r rrr.rRrFr'rLrIrdrppostrrrrrrrrrrrrrrrrNrrrs~  1#$ LLYY" == (!Q-1 3D3: ? | 4! ES!    I%$$HHAA ! , i !#!#F  %'bjj!& T$Z V )0X <<<$2"**2s2EDL2 &bjjeCJ6G1H41O[][e[e,!!!DT"**%5$t*"6C"6C"6D"6J d2::.> 4: )bjj)3)3)4)^  0     "'8|B&yB&B&Ryj&Ij&j&b0RZZ0@0fA&NsuT4Z/@0 b b EE- .&,T&:*0*>CS lz zt n| |\*+<01,/0l3#)$#7S4$*4$8R cR R h!06d/C (.d'; -   <.&,T&:*0*>Cr