PNG  IHDRQgAMA a cHRMz&u0`:pQ<bKGDgmIDATxwUﹻ& ^CX(J I@ "% (** BX +*i"]j(IH{~R)[~>h{}gy)I$Ij .I$I$ʊy@}x.: $I$Ii}VZPC)I$IF ^0ʐJ$I$Q^}{"r=OzI$gRZeC.IOvH eKX $IMpxsk.쒷/&r[޳<v| .I~)@$updYRa$I |M.e JaֶpSYR6j>h%IRز if&uJ)M$I vLi=H;7UJ,],X$I1AҒJ$ XY XzI@GNҥRT)E@;]K*Mw;#5_wOn~\ DC&$(A5 RRFkvIR}l!RytRl;~^ǷJj اy뷦BZJr&ӥ8Pjw~vnv X^(I;4R=P[3]J,]ȏ~:3?[ a&e)`e*P[4]T=Cq6R[ ~ޤrXR Հg(t_HZ-Hg M$ãmL5R uk*`%C-E6/%[t X.{8P9Z.vkXŐKjgKZHg(aK9ڦmKjѺm_ \#$5,)-  61eJ,5m| r'= &ڡd%-]J on Xm|{ RҞe $eڧY XYrԮ-a7RK6h>n$5AVڴi*ֆK)mѦtmr1p| q:흺,)Oi*ֺK)ܬ֦K-5r3>0ԔHjJئEZj,%re~/z%jVMڸmrt)3]J,T K֦OvԒgii*bKiNO~%PW0=dii2tJ9Jݕ{7"I P9JKTbu,%r"6RKU}Ij2HKZXJ,妝 XYrP ެ24c%i^IK|.H,%rb:XRl1X4Pe/`x&P8Pj28Mzsx2r\zRPz4J}yP[g=L) .Q[6RjWgp FIH*-`IMRaK9TXcq*I y[jE>cw%gLRԕiFCj-ďa`#e~I j,%r,)?[gp FI˨mnWX#>mʔ XA DZf9,nKҲzIZXJ,L#kiPz4JZF,I,`61%2s $,VOϚ2/UFJfy7K> X+6 STXIeJILzMfKm LRaK9%|4p9LwJI!`NsiazĔ)%- XMq>pk$-$Q2x#N ؎-QR}ᶦHZډ)J,l#i@yn3LN`;nڔ XuX5pF)m|^0(>BHF9(cզEerJI rg7 4I@z0\JIi䵙RR0s;$s6eJ,`n 䂦0a)S)A 1eJ,堌#635RIgpNHuTH_SԕqVe ` &S)>p;S$魁eKIuX`I4춒o}`m$1":PI<[v9^\pTJjriRŭ P{#{R2,`)e-`mgj~1ϣLKam7&U\j/3mJ,`F;M'䱀 .KR#)yhTq;pcK9(q!w?uRR,n.yw*UXj#\]ɱ(qv2=RqfB#iJmmL<]Y͙#$5 uTU7ӦXR+q,`I}qL'`6Kͷ6r,]0S$- [RKR3oiRE|nӦXR.(i:LDLTJjY%o:)6rxzҒqTJjh㞦I.$YR.ʼnGZ\ֿf:%55 I˼!6dKxm4E"mG_ s? .e*?LRfK9%q#uh$)i3ULRfK9yxm܌bj84$i1U^@Wbm4uJ,ҪA>_Ij?1v32[gLRD96oTaR׿N7%L2 NT,`)7&ƝL*꽙yp_$M2#AS,`)7$rkTA29_Iye"|/0t)$n XT2`YJ;6Jx".e<`$) PI$5V4]29SRI>~=@j]lp2`K9Jaai^" Ԋ29ORI%:XV5]JmN9]H;1UC39NI%Xe78t)a;Oi Ҙ>Xt"~G>_mn:%|~ޅ_+]$o)@ǀ{hgN;IK6G&rp)T2i୦KJuv*T=TOSV>(~D>dm,I*Ɛ:R#ۙNI%D>G.n$o;+#RR!.eU˽TRI28t)1LWϚ>IJa3oFbu&:tJ*(F7y0ZR ^p'Ii L24x| XRI%ۄ>S1]Jy[zL$adB7.eh4%%누>WETf+3IR:I3Xה)3אOۦSRO'ٺ)S}"qOr[B7ϙ.edG)^ETR"RtRݜh0}LFVӦDB^k_JDj\=LS(Iv─aTeZ%eUAM-0;~˃@i|l @S4y72>sX-vA}ϛBI!ݎߨWl*)3{'Y|iSlEڻ(5KtSI$Uv02,~ԩ~x;P4ցCrO%tyn425:KMlD ^4JRxSهF_}شJTS6uj+ﷸk$eZO%G*^V2u3EMj3k%)okI]dT)URKDS 7~m@TJR~荪fT"֛L \sM -0T KfJz+nإKr L&j()[E&I ߴ>e FW_kJR|!O:5/2跌3T-'|zX ryp0JS ~^F>-2< `*%ZFP)bSn"L :)+pʷf(pO3TMW$~>@~ū:TAIsV1}S2<%ޟM?@iT ,Eūoz%i~g|`wS(]oȤ8)$ ntu`өe`6yPl IzMI{ʣzʨ )IZ2= ld:5+請M$-ї;U>_gsY$ÁN5WzWfIZ)-yuXIfp~S*IZdt;t>KūKR|$#LcԀ+2\;kJ`]YǔM1B)UbG"IRߊ<xܾӔJ0Z='Y嵤 Leveg)$znV-º^3Ւof#0Tfk^Zs[*I꯳3{)ˬW4Ւ4 OdpbZRS|*I 55#"&-IvT&/윚Ye:i$ 9{LkuRe[I~_\ؠ%>GL$iY8 9ܕ"S`kS.IlC;Ҏ4x&>u_0JLr<J2(^$5L s=MgV ~,Iju> 7r2)^=G$1:3G< `J3~&IR% 6Tx/rIj3O< ʔ&#f_yXJiގNSz; Tx(i8%#4 ~AS+IjerIUrIj362v885+IjAhK__5X%nV%Iͳ-y|7XV2v4fzo_68"S/I-qbf; LkF)KSM$ Ms>K WNV}^`-큧32ŒVؙGdu,^^m%6~Nn&͓3ŒVZMsRpfEW%IwdǀLm[7W&bIRL@Q|)* i ImsIMmKmyV`i$G+R 0tV'!V)֏28vU7͒vHꦼtxꗞT ;S}7Mf+fIRHNZUkUx5SAJㄌ9MqμAIRi|j5)o*^'<$TwI1hEU^c_j?Е$%d`z cyf,XO IJnTgA UXRD }{H}^S,P5V2\Xx`pZ|Yk:$e ~ @nWL.j+ϝYb퇪bZ BVu)u/IJ_ 1[p.p60bC >|X91P:N\!5qUB}5a5ja `ubcVxYt1N0Zzl4]7­gKj]?4ϻ *[bg$)+À*x쳀ogO$~,5 زUS9 lq3+5mgw@np1sso Ӻ=|N6 /g(Wv7U;zωM=wk,0uTg_`_P`uz?2yI!b`kĸSo+Qx%!\οe|އԁKS-s6pu_(ֿ$i++T8=eY; צP+phxWQv*|p1. ά. XRkIQYP,drZ | B%wP|S5`~́@i޾ E;Չaw{o'Q?%iL{u D?N1BD!owPHReFZ* k_-~{E9b-~P`fE{AܶBJAFO wx6Rox5 K5=WwehS8 (JClJ~ p+Fi;ŗo+:bD#g(C"wA^ r.F8L;dzdIHUX݆ϞXg )IFqem%I4dj&ppT{'{HOx( Rk6^C٫O.)3:s(۳(Z?~ٻ89zmT"PLtw䥈5&b<8GZ-Y&K?e8,`I6e(֍xb83 `rzXj)F=l($Ij 2*(F?h(/9ik:I`m#p3MgLaKjc/U#n5S# m(^)=y=đx8ŬI[U]~SцA4p$-F i(R,7Cx;X=cI>{Km\ o(Tv2vx2qiiDJN,Ҏ!1f 5quBj1!8 rDFd(!WQl,gSkL1Bxg''՞^ǘ;pQ P(c_ IRujg(Wz bs#P­rz> k c&nB=q+ؔXn#r5)co*Ũ+G?7< |PQӣ'G`uOd>%Mctz# Ԫڞ&7CaQ~N'-P.W`Oedp03C!IZcIAMPUۀ5J<\u~+{9(FbbyAeBhOSܳ1 bÈT#ŠyDžs,`5}DC-`̞%r&ڙa87QWWp6e7 Rϫ/oY ꇅ Nܶըtc!LA T7V4Jsū I-0Pxz7QNF_iZgúWkG83 0eWr9 X]㾮݁#Jˢ C}0=3ݱtBi]_ &{{[/o[~ \q鯜00٩|cD3=4B_b RYb$óBRsf&lLX#M*C_L܄:gx)WΘsGSbuL rF$9';\4Ɍq'n[%p.Q`u hNb`eCQyQ|l_C>Lb꟟3hSb #xNxSs^ 88|Mz)}:](vbۢamŖ࿥ 0)Q7@0=?^k(*J}3ibkFn HjB׻NO z x}7p 0tfDX.lwgȔhԾŲ }6g E |LkLZteu+=q\Iv0쮑)QٵpH8/2?Σo>Jvppho~f>%bMM}\//":PTc(v9v!gոQ )UfVG+! 35{=x\2+ki,y$~A1iC6#)vC5^>+gǵ@1Hy٪7u;p psϰu/S <aʸGu'tD1ԝI<pg|6j'p:tպhX{o(7v],*}6a_ wXRk,O]Lܳ~Vo45rp"N5k;m{rZbΦ${#)`(Ŵg,;j%6j.pyYT?}-kBDc3qA`NWQū20/^AZW%NQ MI.X#P#,^Ebc&?XR tAV|Y.1!؅⨉ccww>ivl(JT~ u`ٵDm q)+Ri x/x8cyFO!/*!/&,7<.N,YDŽ&ܑQF1Bz)FPʛ?5d 6`kQձ λc؎%582Y&nD_$Je4>a?! ͨ|ȎWZSsv8 j(I&yj Jb5m?HWp=g}G3#|I,5v珿] H~R3@B[☉9Ox~oMy=J;xUVoj bUsl_35t-(ՃɼRB7U!qc+x4H_Qo֮$[GO<4`&č\GOc[.[*Af%mG/ ňM/r W/Nw~B1U3J?P&Y )`ѓZ1p]^l“W#)lWZilUQu`-m|xĐ,_ƪ|9i:_{*(3Gѧ}UoD+>m_?VPۅ15&}2|/pIOʵ> GZ9cmíتmnz)yߐbD >e}:) r|@R5qVSA10C%E_'^8cR7O;6[eKePGϦX7jb}OTGO^jn*媓7nGMC t,k31Rb (vyܴʭ!iTh8~ZYZp(qsRL ?b}cŨʊGO^!rPJO15MJ[c&~Z`"ѓޔH1C&^|Ш|rʼ,AwĴ?b5)tLU)F| &g٣O]oqSUjy(x<Ϳ3 .FSkoYg2 \_#wj{u'rQ>o;%n|F*O_L"e9umDds?.fuuQbIWz |4\0 sb;OvxOSs; G%T4gFRurj(֍ڑb uԖKDu1MK{1^ q; C=6\8FR艇!%\YÔU| 88m)֓NcLve C6z;o&X x59:q61Z(T7>C?gcļxѐ Z oo-08jہ x,`' ҔOcRlf~`jj".Nv+sM_]Zk g( UOPyεx%pUh2(@il0ݽQXxppx-NS( WO+轾 nFߢ3M<;z)FBZjciu/QoF 7R¥ ZFLF~#ȣߨ^<쩡ݛкvџ))ME>ώx4m#!-m!L;vv#~Y[đKmx9.[,UFS CVkZ +ߟrY٧IZd/ioi$%͝ب_ֶX3ܫhNU ZZgk=]=bbJS[wjU()*I =ώ:}-蹞lUj:1}MWm=̛ _ ¾,8{__m{_PVK^n3esw5ӫh#$-q=A̟> ,^I}P^J$qY~Q[ Xq9{#&T.^GVj__RKpn,b=`żY@^՝;z{paVKkQXj/)y TIc&F;FBG7wg ZZDG!x r_tƢ!}i/V=M/#nB8 XxЫ ^@CR<{䤭YCN)eKOSƟa $&g[i3.C6xrOc8TI;o hH6P&L{@q6[ Gzp^71j(l`J}]e6X☉#͕ ׈$AB1Vjh㭦IRsqFBjwQ_7Xk>y"N=MB0 ,C #o6MRc0|$)ف"1!ixY<B9mx `,tA>)5ػQ?jQ?cn>YZe Tisvh# GMމȇp:ԴVuږ8ɼH]C.5C!UV;F`mbBk LTMvPʍϤj?ԯ/Qr1NB`9s"s TYsz &9S%U԰> {<ؿSMxB|H\3@!U| k']$U+> |HHMLޢ?V9iD!-@x TIî%6Z*9X@HMW#?nN ,oe6?tQwڱ.]-y':mW0#!J82qFjH -`ѓ&M0u Uγmxϵ^-_\])@0Rt.8/?ٰCY]x}=sD3ojަЫNuS%U}ԤwHH>ڗjܷ_3gN q7[q2la*ArǓԖ+p8/RGM ]jacd(JhWko6ڎbj]i5Bj3+3!\j1UZLsLTv8HHmup<>gKMJj0@H%,W΃7R) ">c, xixј^ aܖ>H[i.UIHc U1=yW\=S*GR~)AF=`&2h`DzT󑓶J+?W+}C%P:|0H܆}-<;OC[~o.$~i}~HQ TvXΈr=b}$vizL4:ȰT|4~*!oXQR6Lk+#t/g lԁߖ[Jڶ_N$k*". xsxX7jRVbAAʯKҎU3)zSNN _'s?f)6X!%ssAkʱ>qƷb hg %n ~p1REGMHH=BJiy[<5 ǁJҖgKR*倳e~HUy)Ag,K)`Vw6bRR:qL#\rclK/$sh*$ 6덤 KԖc 3Z9=Ɣ=o>X Ώ"1 )a`SJJ6k(<c e{%kϊP+SL'TcMJWRm ŏ"w)qc ef꒵i?b7b('"2r%~HUS1\<(`1Wx9=8HY9m:X18bgD1u ~|H;K-Uep,, C1 RV.MR5άh,tWO8WC$ XRVsQS]3GJ|12 [vM :k#~tH30Rf-HYݺ-`I9%lIDTm\ S{]9gOڒMNCV\G*2JRŨ;Rҏ^ڽ̱mq1Eu?To3I)y^#jJw^Ńj^vvlB_⋌P4x>0$c>K†Aļ9s_VjTt0l#m>E-,,x,-W)سo&96RE XR.6bXw+)GAEvL)͞K4$p=Ũi_ѱOjb HY/+@θH9޼]Nԥ%n{ &zjT? Ty) s^ULlb,PiTf^<À] 62R^V7)S!nllS6~͝V}-=%* ʻ>G DnK<y&>LPy7'r=Hj 9V`[c"*^8HpcO8bnU`4JȪAƋ#1_\ XϘHPRgik(~G~0DAA_2p|J묭a2\NCr]M_0 ^T%e#vD^%xy-n}-E\3aS%yN!r_{ )sAw ڼp1pEAk~v<:`'ӭ^5 ArXOI驻T (dk)_\ PuA*BY]yB"l\ey hH*tbK)3 IKZ򹞋XjN n *n>k]X_d!ryBH ]*R 0(#'7 %es9??ښFC,ՁQPjARJ\Ρw K#jahgw;2$l*) %Xq5!U᢯6Re] |0[__64ch&_}iL8KEgҎ7 M/\`|.p,~`a=BR?xܐrQ8K XR2M8f ?`sgWS%" Ԉ 7R%$ N}?QL1|-эټwIZ%pvL3Hk>,ImgW7{E xPHx73RA @RS CC !\ȟ5IXR^ZxHл$Q[ŝ40 (>+ _C >BRt<,TrT {O/H+˟Pl6 I B)/VC<6a2~(XwV4gnXR ϱ5ǀHٻ?tw똤Eyxp{#WK qG%5],(0ӈH HZ])ג=K1j&G(FbM@)%I` XRg ʔ KZG(vP,<`[ Kn^ SJRsAʠ5xՅF`0&RbV tx:EaUE/{fi2;.IAwW8/tTxAGOoN?G}l L(n`Zv?pB8K_gI+ܗ #i?ޙ.) p$utc ~DžfՈEo3l/)I-U?aԅ^jxArA ΧX}DmZ@QLےbTXGd.^|xKHR{|ΕW_h] IJ`[G9{).y) 0X YA1]qp?p_k+J*Y@HI>^?gt.06Rn ,` ?);p pSF9ZXLBJPWjgQ|&)7! HjQt<| ؅W5 x W HIzYoVMGP Hjn`+\(dNW)F+IrS[|/a`K|ͻ0Hj{R,Q=\ (F}\WR)AgSG`IsnAR=|8$}G(vC$)s FBJ?]_u XRvύ6z ŨG[36-T9HzpW̞ú Xg큽=7CufzI$)ki^qk-) 0H*N` QZkk]/tnnsI^Gu't=7$ Z;{8^jB% IItRQS7[ϭ3 $_OQJ`7!]W"W,)Iy W AJA;KWG`IY{8k$I$^%9.^(`N|LJ%@$I}ֽp=FB*xN=gI?Q{٥4B)mw $Igc~dZ@G9K X?7)aK%݅K$IZ-`IpC U6$I\0>!9k} Xa IIS0H$I H ?1R.Чj:4~Rw@p$IrA*u}WjWFPJ$I➓/6#! LӾ+ X36x8J |+L;v$Io4301R20M I$-E}@,pS^ޟR[/s¹'0H$IKyfŸfVOπFT*a$I>He~VY/3R/)>d$I>28`Cjw,n@FU*9ttf$I~<;=/4RD~@ X-ѕzἱI$: ԍR a@b X{+Qxuq$IЛzo /~3\8ڒ4BN7$IҀj V]n18H$IYFBj3̵̚ja pp $Is/3R Ӻ-Yj+L;.0ŔI$Av? #!5"aʄj}UKmɽH$IjCYs?h$IDl843.v}m7UiI=&=0Lg0$I4: embe` eQbm0u? $IT!Sƍ'-sv)s#C0:XB2a w I$zbww{."pPzO =Ɔ\[ o($Iaw]`E).Kvi:L*#gР7[$IyGPI=@R 4yR~̮´cg I$I/<tPͽ hDgo 94Z^k盇΄8I56^W$I^0̜N?4*H`237}g+hxoq)SJ@p|` $I%>-hO0eO>\ԣNߌZD6R=K ~n($I$y3D>o4b#px2$yڪtzW~a $I~?x'BwwpH$IZݑnC㧄Pc_9sO gwJ=l1:mKB>Ab<4Lp$Ib o1ZQ@85b̍ S'F,Fe,^I$IjEdù{l4 8Ys_s Z8.x m"+{~?q,Z D!I$ϻ'|XhB)=…']M>5 rgotԎ 獽PH$IjIPhh)n#cÔqA'ug5qwU&rF|1E%I$%]!'3AFD/;Ck_`9 v!ٴtPV;x`'*bQa w I$Ix5 FC3D_~A_#O݆DvV?<qw+I$I{=Z8".#RIYyjǪ=fDl9%M,a8$I$Ywi[7ݍFe$s1ՋBVA?`]#!oz4zjLJo8$I$%@3jAa4(o ;p,,dya=F9ً[LSPH$IJYЉ+3> 5"39aZ<ñh!{TpBGkj}Sp $IlvF.F$I z< '\K*qq.f<2Y!S"-\I$IYwčjF$ w9 \ߪB.1v!Ʊ?+r:^!I$BϹB H"B;L'G[ 4U#5>੐)|#o0aڱ$I>}k&1`U#V?YsV x>{t1[I~D&(I$I/{H0fw"q"y%4 IXyE~M3 8XψL}qE$I[> nD?~sf ]o΁ cT6"?'_Ἣ $I>~.f|'!N?⟩0G KkXZE]ޡ;/&?k OۘH$IRۀwXӨ<7@PnS04aӶp.:@\IWQJ6sS%I$e5ڑv`3:x';wq_vpgHyXZ 3gЂ7{{EuԹn±}$I$8t;b|591nءQ"P6O5i }iR̈́%Q̄p!I䮢]O{H$IRϻ9s֧ a=`- aB\X0"+5"C1Hb?߮3x3&gşggl_hZ^,`5?ߎvĸ%̀M!OZC2#0x LJ0 Gw$I$I}<{Eb+y;iI,`ܚF:5ܛA8-O-|8K7s|#Z8a&><a&/VtbtLʌI$I$I$I$I$I$IRjDD%tEXtdate:create2022-05-31T04:40:26+00:00!Î%tEXtdate:modify2022-05-31T04:40:26+00:00|{2IENDB`Mini Shell

HOME


Mini Shell 1.0
DIR:/opt/imunify360/venv/lib64/python3.11/site-packages/pyrsistent/
Upload File :
Current File : //opt/imunify360/venv/lib64/python3.11/site-packages/pyrsistent/_field_common.py
from pyrsistent._checked_types import (
    CheckedPMap,
    CheckedPSet,
    CheckedPVector,
    CheckedType,
    InvariantException,
    _restore_pickle,
    get_type,
    maybe_parse_user_type,
    maybe_parse_many_user_types,
)
from pyrsistent._checked_types import optional as optional_type
from pyrsistent._checked_types import wrap_invariant
import inspect


def set_fields(dct, bases, name):
    dct[name] = dict(sum([list(b.__dict__.get(name, {}).items()) for b in bases], []))

    for k, v in list(dct.items()):
        if isinstance(v, _PField):
            dct[name][k] = v
            del dct[k]


def check_global_invariants(subject, invariants):
    error_codes = tuple(error_code for is_ok, error_code in
                        (invariant(subject) for invariant in invariants) if not is_ok)
    if error_codes:
        raise InvariantException(error_codes, (), 'Global invariant failed')


def serialize(serializer, format, value):
    if isinstance(value, CheckedType) and serializer is PFIELD_NO_SERIALIZER:
        return value.serialize(format)

    return serializer(format, value)


def check_type(destination_cls, field, name, value):
    if field.type and not any(isinstance(value, get_type(t)) for t in field.type):
        actual_type = type(value)
        message = "Invalid type for field {0}.{1}, was {2}".format(destination_cls.__name__, name, actual_type.__name__)
        raise PTypeError(destination_cls, name, field.type, actual_type, message)


def is_type_cls(type_cls, field_type):
    if type(field_type) is set:
        return True
    types = tuple(field_type)
    if len(types) == 0:
        return False
    return issubclass(get_type(types[0]), type_cls)


def is_field_ignore_extra_complaint(type_cls, field, ignore_extra):
    # ignore_extra param has default False value, for speed purpose no need to propagate False
    if not ignore_extra:
        return False

    if not is_type_cls(type_cls, field.type):
        return False

    return 'ignore_extra' in inspect.signature(field.factory).parameters



class _PField(object):
    __slots__ = ('type', 'invariant', 'initial', 'mandatory', '_factory', 'serializer')

    def __init__(self, type, invariant, initial, mandatory, factory, serializer):
        self.type = type
        self.invariant = invariant
        self.initial = initial
        self.mandatory = mandatory
        self._factory = factory
        self.serializer = serializer

    @property
    def factory(self):
        # If no factory is specified and the type is another CheckedType use the factory method of that CheckedType
        if self._factory is PFIELD_NO_FACTORY and len(self.type) == 1:
            typ = get_type(tuple(self.type)[0])
            if issubclass(typ, CheckedType):
                return typ.create

        return self._factory

PFIELD_NO_TYPE = ()
PFIELD_NO_INVARIANT = lambda _: (True, None)
PFIELD_NO_FACTORY = lambda x: x
PFIELD_NO_INITIAL = object()
PFIELD_NO_SERIALIZER = lambda _, value: value


def field(type=PFIELD_NO_TYPE, invariant=PFIELD_NO_INVARIANT, initial=PFIELD_NO_INITIAL,
          mandatory=False, factory=PFIELD_NO_FACTORY, serializer=PFIELD_NO_SERIALIZER):
    """
    Field specification factory for :py:class:`PRecord`.

    :param type: a type or iterable with types that are allowed for this field
    :param invariant: a function specifying an invariant that must hold for the field
    :param initial: value of field if not specified when instantiating the record
    :param mandatory: boolean specifying if the field is mandatory or not
    :param factory: function called when field is set.
    :param serializer: function that returns a serialized version of the field
    """

    # NB: We have to check this predicate separately from the predicates in
    # `maybe_parse_user_type` et al. because this one is related to supporting
    # the argspec for `field`, while those are related to supporting the valid
    # ways to specify types.

    # Multiple types must be passed in one of the following containers. Note
    # that a type that is a subclass of one of these containers, like a
    # `collections.namedtuple`, will work as expected, since we check
    # `isinstance` and not `issubclass`.
    if isinstance(type, (list, set, tuple)):
        types = set(maybe_parse_many_user_types(type))
    else:
        types = set(maybe_parse_user_type(type))

    invariant_function = wrap_invariant(invariant) if invariant != PFIELD_NO_INVARIANT and callable(invariant) else invariant
    field = _PField(type=types, invariant=invariant_function, initial=initial,
                    mandatory=mandatory, factory=factory, serializer=serializer)

    _check_field_parameters(field)

    return field


def _check_field_parameters(field):
    for t in field.type:
        if not isinstance(t, type) and not isinstance(t, str):
            raise TypeError('Type parameter expected, not {0}'.format(type(t)))

    if field.initial is not PFIELD_NO_INITIAL and \
            not callable(field.initial) and \
            field.type and not any(isinstance(field.initial, t) for t in field.type):
        raise TypeError('Initial has invalid type {0}'.format(type(field.initial)))

    if not callable(field.invariant):
        raise TypeError('Invariant must be callable')

    if not callable(field.factory):
        raise TypeError('Factory must be callable')

    if not callable(field.serializer):
        raise TypeError('Serializer must be callable')


class PTypeError(TypeError):
    """
    Raised when trying to assign a value with a type that doesn't match the declared type.

    Attributes:
    source_class -- The class of the record
    field -- Field name
    expected_types  -- Types allowed for the field
    actual_type -- The non matching type
    """
    def __init__(self, source_class, field, expected_types, actual_type, *args, **kwargs):
        super(PTypeError, self).__init__(*args, **kwargs)
        self.source_class = source_class
        self.field = field
        self.expected_types = expected_types
        self.actual_type = actual_type


SEQ_FIELD_TYPE_SUFFIXES = {
    CheckedPVector: "PVector",
    CheckedPSet: "PSet",
}

# Global dictionary to hold auto-generated field types: used for unpickling
_seq_field_types = {}

def _restore_seq_field_pickle(checked_class, item_type, data):
    """Unpickling function for auto-generated PVec/PSet field types."""
    type_ = _seq_field_types[checked_class, item_type]
    return _restore_pickle(type_, data)

def _types_to_names(types):
    """Convert a tuple of types to a human-readable string."""
    return "".join(get_type(typ).__name__.capitalize() for typ in types)

def _make_seq_field_type(checked_class, item_type, item_invariant):
    """Create a subclass of the given checked class with the given item type."""
    type_ = _seq_field_types.get((checked_class, item_type))
    if type_ is not None:
        return type_

    class TheType(checked_class):
        __type__ = item_type
        __invariant__ = item_invariant

        def __reduce__(self):
            return (_restore_seq_field_pickle,
                    (checked_class, item_type, list(self)))

    suffix = SEQ_FIELD_TYPE_SUFFIXES[checked_class]
    TheType.__name__ = _types_to_names(TheType._checked_types) + suffix
    _seq_field_types[checked_class, item_type] = TheType
    return TheType

def _sequence_field(checked_class, item_type, optional, initial,
                    invariant=PFIELD_NO_INVARIANT,
                    item_invariant=PFIELD_NO_INVARIANT):
    """
    Create checked field for either ``PSet`` or ``PVector``.

    :param checked_class: ``CheckedPSet`` or ``CheckedPVector``.
    :param item_type: The required type for the items in the set.
    :param optional: If true, ``None`` can be used as a value for
        this field.
    :param initial: Initial value to pass to factory.

    :return: A ``field`` containing a checked class.
    """
    TheType = _make_seq_field_type(checked_class, item_type, item_invariant)

    if optional:
        def factory(argument, _factory_fields=None, ignore_extra=False):
            if argument is None:
                return None
            else:
                return TheType.create(argument, _factory_fields=_factory_fields, ignore_extra=ignore_extra)
    else:
        factory = TheType.create

    return field(type=optional_type(TheType) if optional else TheType,
                 factory=factory, mandatory=True,
                 invariant=invariant,
                 initial=factory(initial))


def pset_field(item_type, optional=False, initial=(),
               invariant=PFIELD_NO_INVARIANT,
               item_invariant=PFIELD_NO_INVARIANT):
    """
    Create checked ``PSet`` field.

    :param item_type: The required type for the items in the set.
    :param optional: If true, ``None`` can be used as a value for
        this field.
    :param initial: Initial value to pass to factory if no value is given
        for the field.

    :return: A ``field`` containing a ``CheckedPSet`` of the given type.
    """
    return _sequence_field(CheckedPSet, item_type, optional, initial,
                           invariant=invariant,
                           item_invariant=item_invariant)


def pvector_field(item_type, optional=False, initial=(),
                  invariant=PFIELD_NO_INVARIANT,
                  item_invariant=PFIELD_NO_INVARIANT):
    """
    Create checked ``PVector`` field.

    :param item_type: The required type for the items in the vector.
    :param optional: If true, ``None`` can be used as a value for
        this field.
    :param initial: Initial value to pass to factory if no value is given
        for the field.

    :return: A ``field`` containing a ``CheckedPVector`` of the given type.
    """
    return _sequence_field(CheckedPVector, item_type, optional, initial,
                           invariant=invariant,
                           item_invariant=item_invariant)


_valid = lambda item: (True, "")


# Global dictionary to hold auto-generated field types: used for unpickling
_pmap_field_types = {}

def _restore_pmap_field_pickle(key_type, value_type, data):
    """Unpickling function for auto-generated PMap field types."""
    type_ = _pmap_field_types[key_type, value_type]
    return _restore_pickle(type_, data)

def _make_pmap_field_type(key_type, value_type):
    """Create a subclass of CheckedPMap with the given key and value types."""
    type_ = _pmap_field_types.get((key_type, value_type))
    if type_ is not None:
        return type_

    class TheMap(CheckedPMap):
        __key_type__ = key_type
        __value_type__ = value_type

        def __reduce__(self):
            return (_restore_pmap_field_pickle,
                    (self.__key_type__, self.__value_type__, dict(self)))

    TheMap.__name__ = "{0}To{1}PMap".format(
        _types_to_names(TheMap._checked_key_types),
        _types_to_names(TheMap._checked_value_types))
    _pmap_field_types[key_type, value_type] = TheMap
    return TheMap


def pmap_field(key_type, value_type, optional=False, invariant=PFIELD_NO_INVARIANT):
    """
    Create a checked ``PMap`` field.

    :param key: The required type for the keys of the map.
    :param value: The required type for the values of the map.
    :param optional: If true, ``None`` can be used as a value for
        this field.
    :param invariant: Pass-through to ``field``.

    :return: A ``field`` containing a ``CheckedPMap``.
    """
    TheMap = _make_pmap_field_type(key_type, value_type)

    if optional:
        def factory(argument):
            if argument is None:
                return None
            else:
                return TheMap.create(argument)
    else:
        factory = TheMap.create

    return field(mandatory=True, initial=TheMap(),
                 type=optional_type(TheMap) if optional else TheMap,
                 factory=factory, invariant=invariant)