
    Mh;                      % S SK Jr  S SKJr  S SKJr  S SKrS SKrS SK	r	S SK
Jr  S SKJrJrJr  S SKJs  Jr  S SKJrJrJrJr  S SKrS SKJrJrJrJrJrJ r   S SK!J"r#  S S	K$J%r%J&r&  S S
K'J(r(  S SK)J*r*J+r+J,r,  S SK-J.r.J/r/  S SK0J1r1J2r2J3r3J4r4J5r5  S SK6J7r7  \	Rp                  " S \( 5       S9S 5       r9\	Rp                  " \%Rt                  S9S 5       r;S r<\	Rp                  " \=" \>" S5      5      / SQS9S 5       r?\?r@\?rA\	Rp                  S 5       rB " S S5      rC " S S5      rDS rE " S S5      rF " S  S!5      rG " S" S#5      rH\R                  R                  S$5      R                  S%5      rL " S& S'5      rM\R                  " S(5      S) 5       rO\R                  " S(5      \	R                  R                  S*S+5      S, 5       5       rR\R                  " S(5      S- 5       rS\R                  " S(5      S. 5       rT\,\&R                  \+S/.rVS0\WS1'   \	R                  R                  S2\(5      \	R                  R                  S3\V5      S4 5       5       rXS5 rYS6 rZ\	R                  R                  S7/ S8Q5      S9 5       r[S: r\S; r]S< r^S= r_\	R                  R                  S>S?5      \	R                  R                  S@\`\a45      \	R                  R                  SA\`\a45      SB 5       5       5       rb\	R                  R                  SCSDSE/5      SF 5       rcSG rd\	R                  R                  SHSISJ/5      SK 5       reSL rf\	R                  R                  SH\7R                  " 5       5      SM 5       rhSN ri " SO SP5      rjg)Q    )annotations)reduce)productN)PY312)NumExprClobberingErrorPerformanceWarningUndefinedVariableError)is_boolis_floatis_list_like	is_scalar)	DataFrameIndexSeries
date_rangeperiod_rangetimedelta_range)exprpytables)ENGINES)BaseExprVisitorPandasExprVisitorPythonExprVisitor)NUMEXPR_INSTALLEDUSE_NUMEXPR)ARITH_OPS_SYMSSPECIAL_CASE_ARITH_OPS_SYMS_binary_math_ops_binary_ops_dict_unary_math_ops)DEFAULT_GLOBALSc              #     #    U  Ho  n[         R                  " U[         R                  R                  US :H  =(       a    [        (       + S[         S[
         3S9[        R                  " S 5      /S9v   Mq     g7f)numexprznumexpr enabled->z, installed->reasonmarksN)pytestparammarkskipifr   r   td
skip_if_no).0engines     T/var/www/html/env/lib/python3.13/site-packages/pandas/tests/computation/test_eval.py	<genexpr>r1   <   sw       F 	""i';O.{m <""3!46 # 
 i(
	
 s   A7A9)paramsc                    U R                   $ Nr)   requests    r0   r/   r/   ;   s    " ==    c                    U R                   $ r4   r5   r6   s    r0   parserr:   O   s    ==r8   c                    [         U   n[        U   R                  (       a	   U" X5      $ U" X5      $ ! [         a:  n[	        U5      R                  S5      (       a  [        R                  s S nA$ e S nAff = f)Nz6negative number cannot be raised to a fractional power)r   r   has_neg_frac
ValueErrorstr
startswithnpnan)lhscmp1rhsr/   ces         r0   _eval_single_binrG   T   sn    Av##	S; S;  	1v  H  vv	s    3 
A7.A2+A71A22A7   )r   r   	SeriesNaNDataFrameNaNfloat)r2   idsc           	     B   [        [        R                  R                  S5      R	                  S5      5      n[        R
                  XS:  '   [        [        R                  R                  S5      R	                  S5      5      [        [        R                  R                  S5      R	                  S5      5      [        SS[        R
                  [        R
                  S/5      U[        R                  R                  S5      R	                  5       4nX R                     $ )N   )
   rH         ?rH      )r   r@   randomdefault_rngstandard_normalrA   r   r)   )r7   nan_df1optss      r0   rB   rB   c   s    
 		--a0@@IJGVVGcM 	"))''*::7CDryy$$Q'77:;1bffbffa()
		a 002D r8   c                      S S S S S S S.$ )Nc                Z    [        [        R                  " U 5      [        R                  S9$ Ndtype)r   r@   arangeint64ns    r0   <lambda>idx_func_dict.<locals>.<lambda>|   s    uRYYq\:r8   c                Z    [        [        R                  " U 5      [        R                  S9$ rY   )r   r@   r\   float64r^   s    r0   r`   ra   }   s    uRYYq\<r8   c           
     x    [        [        SSU -   5       Vs/ s H  o S[        U5       3PM     sn5      $ s  snf )Na   _)r   rangechr)r_   is     r0   r`   ra   ~   s4    uuRa7HI7H!1SVHo7HIJIs   7c                    [        SU S9$ )N
2020-01-01periods)r   r^   s    r0   r`   ra      s    
<;r8   c                    [        SU S9$ )Nz1 dayrl   )r   r^   s    r0   r`   ra      s    ;r8   c                    [        SU SS9$ )Nrk   D)rm   freq)r   r^   s    r0   r`   ra      s    |L!#Fr8   )ri   fsdtr,   p rv   r8   r0   idx_func_dictrw   y   s      ;<J;;F r8   c                     \ rS rSr\R
                  R                  S/ SQ/ SQS9\R
                  R                  SSS/S	S
/S9\R
                  R                  S\R                  5      S 5       5       5       r	\R
                  R                  S\R                  5      S 5       r\R
                  R                  S\R                  5      S 5       r\R
                  R                  SSS/5      \R
                  R                  SSS/5      S 5       5       r\R
                  R                  S\" \" \5      R#                  \5      5      5      S 5       rS rS r\R.                  S 5       rS rS rS rS rS r\R
                  R                  S\" \R@                  RC                  S5      RE                  S5      5      \" \R@                  RC                  S5      RG                  SSS 95      \" \R@                  RC                  S5      RE                  S5      S!:  5      /5      S" 5       r$\R
                  R                  S\%" \R@                  RC                  S5      RE                  S5      5      \%" \R@                  RC                  S5      RG                  SSS 95      \%" \R@                  RC                  S5      RE                  S5      S!:  5      /5      S# 5       r&S$ r'S% r(\R
                  R                  S&\RR                  \RT                  /5      \R
                  R                  S'S(S)/5      S* 5       5       r+S+ r,\R
                  R                  S,S-5      S. 5       r-S/ r.S0 r/S1 r0S2 r1S3 r2S4 r3S5r4g6)7TestEval   rC   )z!=z==z<=z>=<>)neeqlegeltgt)rL   cmp2r|   r{   r   r   binopc                   US:X  aL  US;   aF  Sn[         R                  " [        US9   SU SU SU S3n	[        R                  " XUS	9  S S S 5        g [        XAXV5      n
[        XBXV5      n[        XX5      nSU SU SU S3n	[        R                  " XUS	9n[        R                  " X5        g ! , (       d  f       g = f)
Npythonandor"'BoolOp' nodes are not implementedmatch(lhs z rhs) z (lhs  rhs)r/   r:   )r(   raisesNotImplementedErrorpdevalrG   tmassert_equal)selfrC   r   r   rB   rD   r/   r:   msgexlhs_newrhs_newexpectedresults                 r0   test_complex_cmp_opsTestEval.test_complex_cmp_ops   s     X%="86C2#>TF&vdV5A&9 ? "3c:"3c:#GGDTF&vdV596:
) ?> s   "B//
B=cmp_opc           	     8   US:  nUS:  nUS:X  aF  US;   a@  Sn[         R                  " [        US9   SU S3n[        R                  " XtUS9  S S S 5        g SU S3nS	R                  S
S/5      nUS;   aL  [        U5      (       d<  [         R                  " [        US9   [        R                  " UUUX#S.S9  S S S 5        g [        X!X45      n[        R                  " XtUS9n	[        R                  " X5        g ! , (       d  f       g = f! , (       d  f       g = f)Nr   r   innot in&'(In|NotIn)' nodes are not implementedr   lhs  rhsr   |zvonly list-like( or dict-like)? objects are allowed to be passed to (DataFrame\.)?isin\(\), you passed a (`|')bool(`|')z'argument of type 'bool' is not iterablerB   rD   r/   r:   
local_dict)r(   r   r   r   r   joinr   	TypeErrorrG   r   r   )
r   r   rB   rD   r/   r:   r   r   r   r   s
             r0   test_simple_cmp_opsTestEval.test_simple_cmp_ops   s   AgAgX&,<"<:C2#>F84(&9 ? F84 hh" :	
 %%l3.?.?y4!!'*7	 54 (SAHWWRv>FOOF-3 ?>  54s   C:D:
D
Dopc           	     x   US:X  aF  US;   a@  Sn[         R                  " [        US9   SU S3n[        R                  " XUS9  S S S 5        g [        U5      (       aP  [        U5      (       d@  US;   a:  US:X  a4  US:X  a.  [         R                  R                  S	S
9n	UR                  U	5        SS/n
SU S3nSR                  SS/5      n[        U5      (       aA  X;   a<  [         R                  " [        US9   [        R                  " UUUX#S.S9  S S S 5        g [        U5      (       a  [        U5      (       a  S X#4 5       u  p#[        X!X55      n[        U5      (       a  U(       + nOU) n[        R                  " XUS9n[        R                  " X5        g ! , (       d  f       g = f! , (       d  f       g = f)Nr   r   r   r   z~(lhs r   r   pandasz]Looks like expected is negative, unclear whether expected is incorrect or result is incorrectr$   r   r   r   zwonly list-like( or dict-like)? objects are allowed to be passed to (DataFrame\.)?isin\(\), you passed a (`|')float(`|')z(argument of type 'float' is not iterabler   r   c              3  P   #    U  H  n[         R                  " U/5      v   M     g 7fr4   )r@   arrayr.   xs     r0   r1   3TestEval.test_compound_invert_op.<locals>.<genexpr>   s     >:aBHHaSMM:s   $&)r(   r   r   r   r   r   r*   xfailapplymarkerr   r   r   rG   r   assert_almost_equal)r   r   rB   rD   r7   r/   r:   r   r   r*   
skip_theser   r   s                r0   test_compound_invert_op TestEval.test_compound_invert_op   s   X"(8"8:C2#>bT'&9 ?  SMMSMM&&("(";;$$? % D %H%
bThh# ;	
 S>>b.y4!!'*7	 54 ~~)C..>C:>'=H""'<$9WWRv>F""84] ?> 4 54s   F8F+
F(+
F9c                   UnUS:X  aC  SU SU S3n	Sn
[         R                  " [        U
S9   [        R                  " XUS9  S S S 5        g [        X1X5      n[        XXV5      nUbd  Ub`  SU SU S3n	SU SU S3nS	U S
U S3n[        USX5      nXU4 H/  n[        R                  " UXgS9n[        R                  " UU5        M1     g g g ! , (       d  f       g = f)Nr   r    mid r   r   r   r    mid and mid r    mid) & (mid r   &)r(   r   r   r   r   rG   r   r   )r   rC   r   rB   midhsrD   r/   r:   midex1r   r   r   ex2ex3r   r   r   s                     r0   test_chained_cmp_opTestEval.test_chained_cmp_op   s     XeD6.C6C2#>6: ?"3c:"3c:7#6eD6.CmD66C$}TF%8C'gFHoFB&&vx8 & $7 ?>s   C
Carith1c                   SU S3n[         R                  " XdUS9n[        X!X45      n[        R                  " Xx5        SU SU S3n[         R                  " XdUS9n[        X!X45      n	 U	R                  U5      u  pUS:X  a;  SS KnUR                  SU S35      n[        R                  " UR                  U5        g [        SU S35      n[        R                  " Xx5        g ! [        [        [        4 a     g f = f)	Nr   r   r   z rhs r#   r   znlhs z ghs)r   r   rG   r   r   alignr#   evaluatevaluesr=   r   AttributeError)r   r   rB   rD   r/   r:   r   r   r   nlhsghsr}   s               r0   test_binary_arith_opsTestEval.test_binary_arith_ops  s     F84 6:#C=
v0F85-6:S9	9

3ID "$ ;;vhd';<
 &&v}}h?%xt 45&&v8# I~6 	 	s   )C# #C;:C;c                   Sn[         R                  " XSUS9nX-  n[        R                  " Xg5        US:X  aw  SS KnUR                  S5      n[        U[        [        45      (       a"  [        R                  " UR                  U5        g [        R                  " XgR                  5       5        g [        USX#5      n[        R                  " Xg5        g )Nz	lhs % rhsr   r#   r   zexpected % rhs%)r   r   r   r   r#   r   
isinstancer   r   r   itemrG   )	r   rB   rD   r/   r:   r   r   r   r}   s	            r0   test_modulusTestEval.test_modulus0  s    6:9
v0Y {{#45H&9f"566&&v}}h?&&v}}?'#sCH""64r8   c                   SnUS:X  a0  [         R                  " XSUS9nX-  n[        R                  " Xg5        g Sn[        R
                  " [        US9   [         R                  " UXS.UUS9  S S S 5        g ! , (       d  f       g = f)Nz
lhs // rhsr   r   zGunsupported operand type\(s\) for //: 'VariableNode' and 'VariableNode'r   r   r   r/   r:   )r   r   r   r   r(   r   r   )	r   rB   rD   r/   r:   r   resr   r   s	            r0   test_floor_divisionTestEval.test_floor_divisionB  ss    X''"F;CzHOOC*!  y4'*7!!	 544s   A77
Bc                ^   Sn[        USX#5      n[        R                  " XSUS9n[        U5      (       a  [        U5      (       a{  [	        U[
        [        R                  45      (       aV  [        R                  " U5      (       a;  Sn[        R                  " [        US9   [        R                  " Xv5        S S S 5        g [        R                  " Xv5        Sn[        R                  " XSUS9n[        USX#5      n	[        U	SX#5      n[        R                  " Xv5        g ! , (       d  f       g = f)Nz
lhs ** rhs**r   z-(DataFrame.columns|numpy array) are differentr   z(lhs ** rhs) ** rhs)rG   r   r   r   r   complexr@   complexfloatingisnanr(   r   AssertionErrorr   assert_numpy_array_equalr   )
r   rB   rD   r/   r:   r   r   r   r   middles
             r0   test_powTestEval.test_powV  s     #Cs;6: cNN#8gr/A/A%BCC  AC~S9++F= :9 ""64&BWWRv>F%c4=F'cBH""64 :9s    D
D,c                     UR                  [        5      nU) n[
        R                  " SX#S9n[        R                  " XV5        g ! [         a#    [        R                  " [        U5      /5      n N[f = f)Nz~elbr   )	astypeboolr   r@   r   r   r   r   r   )r   rB   r/   r:   elbr   r   s          r0   test_check_single_invert_op$TestEval.test_check_single_invert_opp  sa    	(**T"C 4>
x0	  	(((DI;'C	(s   A *A32A3c                   Sn[        [        R                  R                  S5      R	                  S5      5      nUS:X  a:  Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        O9Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        [        [        R                  R                  S5      R                  S	SS
95      nUS:X  a:  Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        O.U) n[        R                  " X1US9n[        R                  " Xg5        [        [        R                  R                  S5      R	                  S5      S:  5      nU) n[        R                  " X1US9n[        R                  " Xg5        [        / SQ[        R                  R                  S5      R	                  S5      S:  S.5      nUS:X  a8  [
        R                  " [        SS9   [        R                  " X1US9  S S S 5        g Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        g ! , (       d  f       GN= f! , (       d  f       GN= f! , (       d  f       GNR= f! , (       d  f       g = f! , (       d  f       g = f)N~lhsrN   rH   rN   r#   -couldn't find matching opcode for 'invert_dd'r   r   0ufunc 'invert' not supported for the input typesrH   size)couldn't find matching opcode for 'invertrP   arQ   g       @   )brE   unknown type object#bad operand type for unary ~: 'str')r   r@   rR   rS   rT   r(   r   r   r   r   r   integersr   assert_frame_equalr=   )r   r/   r:   r   rB   r   expectr   s           r0   test_frame_invertTestEval.test_frame_invertz  s   
 		--a0@@HIYAC2#>F; ?> ECy4F; 5 		--a099!&9IJY=C2#>F; ?> TFWWT@F!!&1 		--a0@@H3NOV<
f- bii&;&;A&>&N&Nq&QTW&WX
 Yz1FGF; HG 8Cy4F; 54C ?> 54 ?>$ HG 54s<   I6J
JJ,J=6
J
J
J),
J:=
Kc                8   Sn[        [        R                  R                  S5      R	                  S5      5      nUS:X  a:  Sn[
        R                  " [        US9   [        R                  " X1US9nS S S 5        O9Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        [        [        R                  R                  S5      R                  SSS	95      nUS:X  a:  S
n[
        R                  " [        US9   [        R                  " X1US9  S S S 5        O.U) n[        R                  " X1US9n[        R                  " Xv5        [        [        R                  R                  S5      R	                  S5      S:  5      nU) n[        R                  " X1US9n[        R                  " Xv5        [        / SQ5      nUS:X  a8  [
        R                  " [        SS9   [        R                  " X1US9  S S S 5        g Sn[
        R                  " [        US9   [        R                  " X1US9  S S S 5        g ! , (       d  f       GN= f! , (       d  f       GN= f! , (       d  f       GN = f! , (       d  f       g = f! , (       d  f       g = f)Nr   rN   rH   r#   r   r   r   r   r   r   rP   r   r   r   )r   r@   rR   rS   rT   r(   r   r   r   r   r   r   r   assert_series_equalr=   )r   r/   r:   r   rB   r   r   r   s           r0   test_series_invertTestEval.test_series_invert  s    RYY**1-==a@AYAC2#>VD ?> ECy4F; 5 RYY**1-66qq6ABY=C2#>F; ?> TFWWT@F""62 RYY**1-==a@3FGV<
v. ]#Yz1FGF; HG 8Cy4F; 54G ?> 54 ?>( HG 54s<   II
I(+I:%J
I
I%(
I7:
J
Jc                   Sn[        [        R                  R                  S5      R	                  S5      5      nU* n[
        R                  " X1US9n[        R                  " XV5        [        [        R                  R                  S5      R                  SSS95      nU* n[
        R                  " X1US9n[        R                  " XV5        [        [        R                  R                  S5      R	                  S5      S:  5      nUS:X  a:  S	n[        R                  " [        US
9   [
        R                  " X1US9  S S S 5        g U* n[
        R                  " X1US9n[        R                  " XV5        g ! , (       d  f       g = f)N-lhsrN   r   r   rH   r   rP   r#   *couldn't find matching opcode for 'neg_bb'r   )r   r@   rR   rS   rT   r   r   r   r   r   r(   r   r   r   r/   r:   r   rB   r   r   r   s           r0   test_frame_negateTestEval.test_frame_negate  s/    		--a0@@HIV<
f- 		--a099!&9IJV<
f- 		--a0@@H3NOY>C2#>F; ?> TFWWT@F!!&1 ?>   'E55
Fc                   Sn[        [        R                  R                  S5      R	                  S5      5      nU* n[
        R                  " X1US9n[        R                  " XV5        [        [        R                  R                  S5      R                  SSS95      nU* n[
        R                  " X1US9n[        R                  " XV5        [        [        R                  R                  S5      R	                  S5      S:  5      nUS:X  a:  Sn[        R                  " [        US	9   [
        R                  " X1US9  S S S 5        g U* n[
        R                  " X1US9n[        R                  " XV5        g ! , (       d  f       g = f)
Nr  rN   rH   r   r   rP   r#   r  r   )r   r@   rR   rS   rT   r   r   r   r  r   r(   r   r   r  s           r0   test_series_negateTestEval.test_series_negate  s/    RYY**1-==a@AV<
v. RYY**1-66qq6ABV<
v. RYY**1-==a@3FGY>C2#>F; ?> TFWWT@F""62 ?>r  rB   rN   r   rH   r   rP   c                b    SnUn[         R                  " XBUS9n[        R                  " XV5        g Nz+lhsr   )r   r   r   r   r   rB   r/   r:   r   r   r   s          r0   test_frame_posTestEval.test_frame_pos
  s,     V<
f-r8   c                b    SnUn[         R                  " XBUS9n[        R                  " XV5        g r  )r   r   r   r  r  s          r0   test_series_posTestEval.test_series_pos  s,     V<
v.r8   c                   SnS n[         (       a  US:X  a  US:X  d  [        n[        R                  " [        US9   [
        R                  " SXS9  S S S 5        [
        R                  " SX!S9S	:X  d   e[
        R                  " S
X!S9S:X  d   e[
        R                  " SX!S9S:X  d   e[
        R                  " SX!S9S:X  d   e[
        R                  " SX!S9S:X  d   e[        R                  " USSS9   [
        R                  " SX!S9S:X  d   e S S S 5        [        R                  " USSS9   [
        R                  " SX!S9S:X  d   e S S S 5        [
        R                  " SX!S9S:X  d   e[
        R                  " SX!S9S:X  d   e[
        R                  " SX!S9S:X  d   e[
        R                  " SX!S9S:X  d   eg ! , (       d  f       GNy= f! , (       d  f       N= f! , (       d  f       N= f)Nz%bad operand type for unary ~: 'float'r#   r   r   z~1.0r   z-1.0r:   r/   g      z+1.0g      ?z~1z-1z+1rQ   zBitwise inversionF)r   check_stacklevelz~Truez~Falsez-Truez-Falser   z+Truez+False)	r   DeprecationWarningr(   r   r   r   r   r   assert_produces_warning)r   r/   r:   r   warns        r0   test_scalar_unaryTestEval.test_scalar_unary.  s   55&I-&H2D%D]]9C0GGF69 1 wwvf<DDDwwvf<DDDwwtF:b@@@wwtF:b@@@wwtF:b@@@''+e
 7776AUJJJ
 ''+e
 778FBfLLL
 wwwv=FFFwwx>&HHHwwwv=FFFwwx>&HHH' 10
 

 
s#   G6G1G&
G
G#&
G4c                    [         R                  " [        R                  " S5      [         R                  S9n[         R                  " / SQ[         R                  S9n[
        R                  " X5        g )Nz>[-True, True, +True, -False, False, +False, -37, 37, ~37, +37]rZ   )
r  TrQ   r   Fr   i%   ir"  )r@   r   r   r   object_r   r   )r   r   r   s      r0   test_unary_in_arrayTestEval.test_unary_in_arrayH  sT     GGTU**
 88 **
 	##F5r8   r[   r   zx < -0.1z-5 > xc                    [        S[        R                  " S/US905      nUR                  U5      nUR                  [        R                  " S/5      :X  d   eg )Nr   r   rZ   F)r   r@   r   r   r   )r   r[   r   dfr   s        r0   test_float_comparison_bin_op%TestEval.test_float_comparison_bin_opa  sJ     RXXqc789ggdmzzRXXug....r8   c                f   [        SSS[        R                  /05      nUR                  S5      nUR                  R                  S5      n[        R                  " X#[        (       + S9  UR                  S5      nUR                  R                  SSS9n[        R                  " X#[        (       + S9  g )	Nr   r   rQ   zx.fillna(-1)r  check_nameszx.shift(1, fill_value=-1))
fill_value)
r   r@   rA   r   r   fillnar   r  r   shiftr   r'  r   r   s       r0   test_unary_in_functionTestEval.test_unary_in_functioni  s    aBFF^,-(44;;r? 	v_M4544::aB:/
v_Mr8   r   )z1 or 2z1 and 2za and bza or bz1 or 2 and (3 + 2) > 3z2 * x > 2 or 1 and 2z2 * df > 3 and 1 or ac                h   [         R                  R                  S5      R                  S5      SSpen[	        [         R                  R                  S5      R                  S5      5      nSn[
        R                  " [        US9   [        R                  " XUS9  S S S 5        g ! , (       d  f       g = f)NrN   r   rQ   r   rN   ;cannot evaluate scalar only bool ops|'BoolOp' nodes are notr   r   )
r@   rR   rS   rT   r   r(   r   r   r   r   )	r   r   r/   r:   r   r   r   r'  r   s	            r0   test_disallow_scalar_bool_ops&TestEval.test_disallow_scalar_bool_opsw  s{     ))''*::1=q!aryy,,Q/??GHK]].c:GGBf5 ;::s   B##
B1c                   Sn[         R                  " SXS9nUS:X  d   e[        U5      (       d   eSn[         R                  " SXS9nUS:X  d   e[        U5      (       d   eSn[         R                  " SXS9nU(       a   e[        U5      (       d   e[        U5      (       d   e[        R
                  " S/5      n[         R                  " SXS9n[        R                  " U[        R
                  " S/5      5        UR                  S:X  d   e[        R
                  " S/5      n[         R                  " SXS9n[        R                  " U[        R
                  " S/5      5        UR                  S:X  d   e[        R
                  " S/5      n[         R                  " SXS9n[        R                  " U[        R
                  " S/5      5        UR                  S:X  d   eg )NrQ   r   r   g      ?F)rQ   )	r   r   r   r
   r@   r   r   r   shape)r   r/   r:   r   r   s        r0   test_identicalTestEval.test_identical  s   V;{{    V;}}    V;zv    HHaSMV;
##FBHHaSM:||t###HHcUOV;
##FBHHcUO<||t###HHeWV;
##FBHHeW,=>||t###r8   c                B    Sn[         R                  " X1US9nUS:X  d   eg )Nz1 + 2 *         5 - 1 + 2 r      )r   r   )r   r/   r:   expr   s        r0   test_line_continuationTestEval.test_line_continuation  s%    F;||r8   c                   Sn[         R                  " X1US9n[        R                  " U5      nXE:X  d   e[	        S/ SQ05      nSnUR                  SUS 35      nUR                  (       d   eSnUR                  S	US 35      nUR                  S
S/S S 24   n[        R                  " XT5        SnUR                  SUS 35      nUR                  S
/S S 24   n[        R                  " XT5        g )Nz1000000000.006r   A)g~  eA$  eAg'1  eAg  eAzA < z.4fg   eAzA > rQ   rN   rC  A == )
r   r   r@   rc   r   queryemptylocr   r   )	r   r/   r:   r>  r   r   r'  cutoffexacts	            r0   test_float_truncationTestEval.test_float_truncation  s    F;::c?!!!PQR D-.||| D-.661a&!)$
h/E%-.661#q&>
h/r8   c                l   [        / SQ// SQS9nSn[        R                  " [        US9   UR	                  S5        S S S 5        [        5       nSUR
                  l        [        R                  " [        US9   UR	                  S5        S S S 5        g ! , (       d  f       N]= f! , (       d  f       g = f)	N)r   r   r   )foobarclasscolumnsz4Python keyword not valid identifier in numexpr queryr   z
class == 0lambdazlambda == 0)r   r(   r   SyntaxErrorrE  indexnamer   r'  r   s      r0   test_disallow_python_keywords&TestEval.test_disallow_python_keywords  s}    	{,CDD]];c2HH\" 3 [ ]];c2HH]# 32 32
 32s   B9B%
B"%
B3c                   [         R                  " [        [        SS9   [        R
                  " S5      S:X  d   e[        R
                  " S5      S:X  d   e[        R
                  " S5      S:X  d   e S S S 5        g ! , (       d  f       g = f)	NF)r  znot Truer  z	not Falser  zTrue and not Truer   )r   maybe_produces_warningr  r   r   r   )r   s    r0   test_true_false_logicTestEval.test_true_false_logic  sq     &&
 77:&",,,77;'2---77./1444
 
 
s   AA>>
Bc                z   [        SS05      n[        R                  " UR                  R	                  S5      R
                   5      (       d   e[        R                  " UR                  R	                  S5      R
                  =(       a%    UR                  R	                  S5      R
                   5      (       d   eg )Nr   hello)r   r   r   r>   r   r   )r   events     r0   test_and_logic_string_match$TestEval.test_and_logic_string_match  s~    W~&ww%))//'24457777ww%))//'244S9Q9S9STVVVVr8   rv   N)5__name__
__module____qualname____firstlineno__r(   r*   parametrizer   BOOL_OPS_SYMSr   CMP_OPS_SYMSr   r   r   sortedsetr   
differencer   r   r   r   r,   skip_if_windowsr   r   r   r  r	  r  r   r@   rR   rS   rT   r   r  r   r  r  r$  float32rc   r(  r1  r6  r:  r?  rJ  rW  r[  r`  __static_attributes__rv   r8   r0   ry   ry      s|   [[*0  
 [[Vc3ZdD\B[[Wd&8&89* : C*  [[Xt'8'89 . : .D [[T4#4#4515 615f [[Vc3Z0[[Vc3Z09 1 19. [[&^,778STU99@5$( 5 521+<Z-<^2434 [[ bii++A.>>vFGbii++A.777GHbii++A.>>vFLM	

.
. [[ 299((+;;A>?299((+44QQ4?@299((+;;A>DE	

/
/I462 [[Wrzz2::&>?[[Vj(%;</ = @/N [[	
66$B0,
$5Wr8   ry   c                      \ rS rSr\R
                  R                  S/ SQ5      \R
                  R                  SSS/5      S 5       5       rSrg	)
TestTypeCastingi  r   )+-*r   /
left_right)r'  3)rv  r'  c                   Un[        [        R                  R                  S5      R	                  S5      US9nUu  pU	 SU SU
 3n[
        R                  " XUS9nUS:X  a4  US:X  a.  [        R                  R                  SS	9nUR                  U5        UR                  R                  U:X  d   eUR                  R                  U:X  d   e[        R                  " U[        U5      S
S9  g )NrN   rH   r   rZ    r   	complex64r#   zfnumexpr issue with complex that are upcast to complex 128 https://github.com/pydata/numexpr/issues/492r$   F)check_exact)r   r@   rR   rS   rT   r   r   r(   r*   r   r   r   r[   r   r   )r   r/   r:   r   complex_or_float_dtyperu  r7   r[   r'  leftrightrs   r   r*   s                 r0   test_binop_typecasting&TestTypeCasting.test_binop_typecasting  s     'ryy,,Q/??GuU fAbT5'"ggav6KFi$7;;$$? % D
 %yy%'''zz5(((
c47>r8   rv   N)	rb  rc  rd  re  r(   r*   rf  r  rn  rv   r8   r0   rp  rp    sG    [[T#=> [[\K+EF? G ??r8   rp  c                     [        [        [        R                  " S5      U 5      5      (       + n[	        [        R
                  S U  5       5      nU=(       a    U$ )Nis_monotonic_increasingc              3  ~   #    U  H3  n[        UR                  R                  [        R                  5      v   M5     g 7fr4   )
issubclassr[   typer@   
datetime64r   s     r0   r1   should_warn.<locals>.<genexpr>  s&     M1z!'',,>>s   ;=)anymapoperator
attrgetterr   xor)argsnot_monoonly_one_dts      r0   should_warnr    sH    s8../HI4PQQHMMK ##r8   c                  T   \ rS rSr/ SQr\S/-   rS r\R                  R                  S5      \R                  R                  S\5      \R                  R                  S\5      \R                  R                  S\5      S	 5       5       5       5       r\R                  R                  S
\5      \R                  R                  S\5      S 5       5       r\R                  R                  S5      \R                  R                  S\5      \R                  R                  S\5      \R                  R                  S\5      \R                  R                  S\5      S 5       5       5       5       5       r\R                  R                  S5      \R                  R                  SSS/5      \R                  R                  S\5      \R                  R                  S
\5      S 5       5       5       5       r\R                  R                  SSS/5      \R                  R                  S\" \" SS/SS/5      5      S/-   5      \R                  R                  S5      S 5       5       5       r\R                  R                  S5      \R                  R                  S\5      \R                  R                  S
\5      \R                  R                  SSS/5      \R                  R                  SSS/5      S 5       5       5       5       5       r\R                  R                  S5      \R                  R                  S\5      \R                  R                  S\5      \R                  R                  S\5      \R                  R                  S\5      S 5       5       5       5       5       rS rS rg!)"TestAlignmenti  )ri   rs   rt   rs   c                    Sn[        [        R                  R                  S5      R	                  S5      5      n[
        R                  " X1US9n[        R                  " XTS-  5        g )Nzdf * ~2rN   rx  r   )	r   r@   rR   rS   rT   r   r   r   r   )r   r/   r:   rs   r'  r   s         r0   test_align_nested_unary_op(TestAlignment.test_align_nested_unary_op  sM    ryy,,Q/??GHggav6
c7+r8   zalways::RuntimeWarninglr_idx_typerr_idx_type
c_idx_typec                Z   [        [        R                  R                  S5      R	                  S5      Xc   " S5      Xe   " S5      S9n[        [        R                  R                  S5      R	                  S5      Xd   " S5      Xe   " S5      S9n[        UR                  UR                  5      (       a9  [        R                  " [        5         [        R                  " SXS9n	S S S 5        O[        R                  " SXS9n	[        R                  " W	Xx-   5        g ! , (       d  f       N(= f)	NrN   rO   rO   rO   rT  rQ  )   rO   r  zdf + df2r   r   r@   rR   rS   rT   r  rT  r   r  RuntimeWarningr   r   r   )
r   r/   r:   r  r  r  rw   r'  df2r   s
             r0   test_basic_frame_alignment(TestAlignment.test_basic_frame_alignment  s     II!!!$44X>,R0!-b1

 II!!!$44X>,R0!-b1
 rxx++++N;ggjG <; ''*VCC
c28,	 <;s   D
D*
r_idx_typec                   [        [        R                  R                  S5      R	                  S5      XS   " S5      XT   " S5      S9n[
        R                  " SXS9n[        R                  " XvS:  5        [        [        R                  R                  S5      R	                  UR                  5      UR                  UR                  S9n[
        R                  " SXS9n[        R                  " XvU:  5        g )NrN   r  rO   r  df < 2r   zdf < df3)r   r@   rR   rS   rT   r   r   r   r   r9  rT  rQ  )	r   r/   r:   r  r  rw   r'  r   df3s	            r0   test_frame_comparison#TestAlignment.test_frame_comparison3  s    
 II!!!$44X>+B/!-b1

 gghv=
c6*II!!!$44RXX>((JJ

 ggj?
c8,r8   zignore::RuntimeWarningr1c1r2c2c                   [        [        R                  R                  S5      R	                  S5      Xs   " S5      Xt   " S5      S9n[        [        R                  R                  S5      R	                  S5      Xu   " S5      Xv   " S5      S9n	[        [        R                  R                  S5      R	                  S5      Xu   " S5      Xv   " S5      S9n
[        UR                  U	R                  U
R                  5      (       a9  [        R                  " [        5         [        R                  " S	XS
9nS S S 5        O[        R                  " S	XS
9n[        R                  " WX-   U
-   5        g ! , (       d  f       N+= f)NrN   r4  r   r  )   rN   r  r   rH   zdf + df2 + df3r   r  )r   r/   r:   r  r  r  r  rw   r'  r  r  r   s               r0   #test_medium_complex_frame_alignment1TestAlignment.test_medium_complex_frame_alignmentH  s5    II!!!$44V<#A&!%a(

 II!!!$44V<#A&!%a(

 II!!!$44V<#A&!%a(

 rxxCII66++N;gg.vM <; ''*6IC
c28c>2	 <;s    E11
E?
index_namerT  rQ  c                   [        [        R                  R                  S5      R	                  S5      Xd   " S5      Xe   " S5      S9n[        Xs5      n[        [        R                  R                  S5      R	                  S5      US S 5      n	[        UR                  U	R                  5      (       a9  [        R                  " [        5         [        R                  " SXS9n
S S S 5        O[        R                  " SXS9n
US:X  d  US:X  a  US	:X  a  UR                  U	5      OXy-   nOXy-   n[        R                  " W
U5        g ! , (       d  f       NR= f)
NrN   r  rO   r  rH   df + sr   rt   r#   )r   r@   rR   rS   rT   getattrr   r  rT  r   r  r  r   r   addr   )r   r/   r:   r  r  r  rw   r'  rT  rs   r   r   s               r0   !test_basic_frame_series_alignment/TestAlignment.test_basic_frame_series_alignmentf  s    II!!!$44X>+B/!-b1

 '299((+;;A>bq	Jrxx))++N;gghvE <; ''(6ACt!3$*i$7rvvayRVHvH
c8, <;s   E
Ezr_idx_type, c_idx_typeri   )rt   rt   c           
     d   US:X  aV  US;   aP  US:X  aJ  US:X  aD  US:X  a>  SU SU SU S	U S
U 3
nUR                  [        R                  R                  USS95        [	        [
        R                  R                  S5      R                  S5      Xu   " S5      Xv   " S5      S9n	[        X5      n
[        [
        R                  R                  S5      R                  S5      U
S S 5      n[        UR                  U	R                  5      (       a9  [        R                  " [        5         [         R"                  " SX#S9nS S S 5        O[         R"                  " SX#S9nUS:X  d  US:X  a  US:X  a  U	R%                  U5      OX-   nOX-   n[        R&                  " WU5        g ! , (       d  f       NR= f)Nr#   )r   r   rT  ri   rs   z"Flaky column ordering when engine=z	, parser=z, index_name=z, r_idx_type=z, c_idx_type=F)r%   strictrN   )rO      rO   r  r  rH   zs + dfr   rt   )r   r(   r*   r   r   r@   rR   rS   rT   r  r   r  rT  r   r  r  r   r   r  r   )r   r7   r/   r:   r  r  r  rw   r%   r'  rT  rs   r   r   s                 r0   !test_basic_series_frame_alignment/TestAlignment.test_basic_series_frame_alignment  s    i..g%c!c! 5VH = zl ;(\zlD 
  1 1 1 NOII!!!$44W=+B/!-a0

 '299((+;;A>bq	Jqww))++N;gghvE <; ''(6ACt!3$*i$7rvvayQVHvH
c8, <;s   )F!!
F/r   rq  rs  c                R   [        [        R                  R                  S5      R	                  S5      Xu   " S5      Xv   " S5      S9n[        X5      n	[        [        R                  R                  S5      R	                  S5      U	S S 5      n
SU S3nSU S	3n[        UR                  U
R                  5      (       aq  [        R                  " [        5         [        R                  " XUS
9nS S S 5        [        R                  " [        5         [        R                  " XUS
9nS S S 5        O*[        R                  " XUS
9n[        R                  " XUS
9nUS:w  a&  US:w  a  US:X  a  [        R                  " WW5        g g g g ! , (       d  f       N= f! , (       d  f       NL= f)NrN   r  rO   r  rH   zs z dfzdf z sr   rt   r#   )r   r@   rR   rS   rT   r  r   r  rT  r   r  r  r   r   r   )r   r/   r:   r  r   r  r  rw   r'  rT  rs   rB   rD   r   r   s                  r0   test_series_frame_commutativity-TestAlignment.test_series_frame_commutativity  sW    II!!!$44X>+B/!-b1

 '299((+;;A>bq	J2$clB4rlrxx))++N;GGCv> <++N;GGCv> <; 6:A6:A*"4"%%a+ # #5 <;;;s   FF
F
F&c                   SnSn	SU	-  n
[        [        R                  R                  S5      R	                  X45      Xs   " U	5      Xt   " U5      S9n[        [        R                  R                  S5      R	                  X45      Xu   " U
5      Xv   " U5      S9nUR
                  n[        [        R                  R                  S5      R	                  U5      US U 5      nUS:X  d  US:X  a  US:X  a  UR                  U5      nO	X-   nOX-   nUS:X  d  US:X  a  US:X  a  UR                  U5      nO	X-   nOX-   n[        UR                  UR                  UR                  5      (       a9  [        R                  " [        5         [        R                  " SXS9nS S S 5        O[        R                  " SXS9nWR                  UR                  :X  d   e[        R                   " UU5        g ! , (       d  f       NB= f)	Nr   rH   rN   r  rt   r#   zdf2 + ser + dfr   )r   r@   rR   rS   rT   rQ  r   r  r  rT  r   r  r  r   r   r9  r   )r   r/   r:   r  r  r  r  rw   r_   m1m2r'  r  rT  ser	expected2r   r   s                     r0   #test_complex_series_frame_alignment1TestAlignment.test_complex_series_frame_alignment  s    VII!!!$44bW=#B'!%a(

 II!!!$44bW=#B'!%a(

 RYY**1-==a@%)L:t"GGCL	I		I:t"$==,$> ~Hsyy#))RXX66++N;gg.vM <; ''*6ICyyHNN***
c8, <;s   G--
G;c                X   [        [        R                  R                  S5      R	                  S5      5      n[        [        R                  R                  S5      R	                  S5      5      nUS:X  a  [        nOSn[        R                  " U5         [        R                  " SXS9  S S S 5        [        [        R                  R                  S5      R	                  S5      5      n[        R                  " S5         [        R                  " SXS9  S S S 5        [        [        R                  R                  S5      R	                  S	5      5      n[        [        R                  R                  S5      R	                  S5      5      n[        R                  " S5         [        R                  " SXS9  S S S 5        [        [        R                  R                  S5      R	                  S
5      5      n[        [        R                  R                  S5      R	                  S5      5      nUS:H  nU(       d  [        nOSn[        R                  " U5       n[        R                  " SXS9  U(       dg  [        U5      S:X  d   e[        US   R                  5      n	[        R                  " UR                  UR                   S   -
  5      n
SU
S S3nX:X  d   eS S S 5        g ! , (       d  f       GNB= f! , (       d  f       GN= f! , (       d  f       GNY= f! , (       d  f       g = f)NrN   )  rO   '  r#   Fr  r   r  )rO   r  r  r   rQ   r   z_Alignment difference on axis 1 is larger than an order of magnitude on term 'df', by more than z.4gz; performance may suffer.)r   r@   rR   rS   rT   r   r   r   r  r   r   lenr>   messagelog10r   r9  )r   r/   r:   r'  rs   seenis_python_enginewrnwr   loggedr   s               r0   +test_performance_warning_for_poor_alignment9TestAlignment.test_performance_warning_for_poor_alignment  sE   ryy,,Q/??
KL299((+;;EBCY%DD''-GGHV; . 299((+;;DAB''.GGHV; / ryy,,Q/??LM299((+;;EBC''.GGHV; / ryy,,Q/??IJ299((+;;EBC!X-$CC'',GGHV;#1v{"{!A$,,'!&&288A;"67$$*3</HJ 
 & -,- .- /.
 /. -,s1   K%?K7!L	BL%
K47
L	
L
L)rv   N)rb  rc  rd  re  index_typeslhs_index_typesr  r(   r*   filterwarningsrf  r  r  r  r  listr   r  r  r  r  rn  rv   r8   r0   r  r    s`   "K!SE)O, [[ 89[[]O<[[]K8[[\;7- 8 9 = :-* [[\?;[[\?;- < <-& [[ 89[[T?3[[T;/[[T;/[[T;/3 0 0 0 4 :
32 [[ 89[[\GY+?@[[\;7[[\?;- < 8 A :-. [[\GY+?@[[ Wc3Z#s,-> [[ 89!- :	 A!-F [[ 89[[\;7[[\?;[[\GY+?@[[TC:., / A < 8 :
,4 [[ 89[[T?3[[T;/[[T;/[[T;/)- 0 0 0 4 :
)-V*'r8   r  c            
         \ rS rSrS rS r\R                  R                  SSS/5      \R                  R                  SSS/5      \R                  R                  S\	R                  5      S	 5       5       5       r\R                  R                  SSS/5      \R                  R                  SSS/5      \R                  R                  S\	R                  5      S
 5       5       5       rS rS rS rS rS rS rS rS rS rS rS rS rS rS rS rS rS r\R                  R=                  SS9S 5       rS r S  r!S! r"S" r#S# r$S$ r%S% r&\R                  R                  S&S'S(S'S)/\'RP                  " / 5      S*/5      S+ 5       r)\R                  R                  S&/ S,Q5      S- 5       r*\R                  R                  S.S'S(S'S)/\'RP                  " / 5      S*S'S)0/5      S/ 5       r+S0 r,S1 r-S2 r.S3 r/S4 r0S5 r1\R                  R                  S6/ S7Q5      S8 5       r2\R                  R                  S9S:S;/5      S< 5       r3S=r4g>)?TestOperationsi*  c                ^    UR                  SS5      S-   US'   [        R                  " U0 UD6$ Nlevelr   rQ   popr   r   r   r  kwargss      r0   r   TestOperations.eval+  /     **Wa014www'''r8   c                p   / nUS:X  a  SS/n[         R                  [         R                  -    Vs/ s H  nXC;  d  M
  UPM     nnS U 5       nU H  nSU S3nSU S3nSU S3n	US	;   a;  S
n
[        R                  " [
        U
S9   [        R                  " XqUS9  S S S 5        MV  [        SUSU5      nU R                  XqUS9nX:X  d   e[        XSU5      nU R                  USU0XS9nX:X  d   e[        SXLS-   U5      nU R                  U	SU0XS9nX:X  a  M   e   g s  snf ! , (       d  f       M  = f)Nr   r   r   c              3  4   #    U  H  oS :w  d  M
  Uv   M     g7f)z//Nrv   )r.   r   s     r0   r1   7TestOperations.test_simple_arith_ops.<locals>.<genexpr>:  s     4IbtrrIs   		z1 z 1zx z (x + 1)r   z&argument of type 'int' is not iterabler   r   rQ   r   r   )	r   r   rh  r(   r   r   r   r   rG   )r   r/   r:   exclude_arithr   	arith_opsopsr   r   r   r   expecr   ys                 r0   test_simple_arith_ops$TestOperations.test_simple_arith_ops/  sb   X!8,M ))D,=,==
=& = 	 
 5I4BbTBrd"+Crd(#C%%>]]9C8GGBf= 98 )B6:IIbI?z!z(6:IIcsAhvIUz!z(BAv>IIcsAhvIUz!z) 
 98s   	D!D!D&&
D5	rD   TFrB   r   c                   U SU SU 3n[         S:X  a<  US;   a6  Sn[        R                  " [        US9   U R	                  U5        S S S 5        g U R	                  U5      n[	        U5      nXg:X  d   eg ! , (       d  f       g = fNry  r   r   r   r   r:   r(   r   r   r   r   rD   rB   r   r   r   r   r>  s           r0   test_simple_bool_ops#TestOperations.test_simple_bool_opsR  |     uAbT3% X""56C2#>		" ?iim2hzz ?>   A55
Bc                   U SU SU 3n[         S:X  a<  US;   a6  Sn[        R                  " [        US9   U R	                  U5        S S S 5        g U R	                  U5      n[	        U5      nXg:X  d   eg ! , (       d  f       g = fr  r  r  s           r0   test_bool_ops_with_constants+TestOperations.test_bool_ops_with_constantsb  r  r  c                \   [         R                  R                  S5      R                  S5      n[	        [         R                  R                  S5      R                  S5      5      nSn[
        R                  " [        US9   U R                  SXS.S9  S S S 5        g ! , (       d  f       g = f)	NrN   )r   r  rH      rO   z?N-dimensional objects, where N > 2, are not supported with evalr   x + yr   r  r   )	r@   rR   rS   rT   r   r(   r   r   r   )r   r   r  r   s       r0   test_4d_ndarray_fails$TestOperations.test_4d_ndarray_failsr  sx    II!!!$44\B299((+;;B?@O]].c:IIg*:I; ;::s   B
B+c                6    U R                  S5      nUS:X  d   eg )N1rQ   )r   )r   r   s     r0   test_constantTestOperations.test_constanty  s    IIcNAvvr8   c                    [        [        R                  R                  S5      R	                  S5      5      nU R                  SSU0S9n[        R                  " X5        g )NrN   rO   rN   r'  r  r   r@   rR   rS   rT   r   r   r   )r   r'  r  s      r0   test_single_variable#TestOperations.test_single_variable}  sJ    ryy,,Q/??HIii$i4
b&r8   c                    [        [        R                  R                  S5      R	                  S5      5      n[
        R                  " [        SS9   U R                  S5        S S S 5        g ! , (       d  f       g = f)NrN   rx  name 'x' is not definedr   zdf[x > 2] > 2)	r   r@   rR   rS   rT   r(   r   	NameErrorr   r   r'  s     r0   &test_failing_subscript_with_name_error5TestOperations.test_failing_subscript_with_name_error  sN    ryy,,Q/??GH]]9,EFIIo& GFFs   A,,
A:c                    [        [        R                  R                  S5      R	                  S5      5      nU R                  SSU0S9nUS-   US:     n[        R                  " X#5        g )NrN   rx  z(df + 1)[df > 2]r'  r  rQ   r  r0  s       r0   test_lhs_expression_subscript,TestOperations.test_lhs_expression_subscript  s]    ryy,,Q/??GH-4*EFBF#
f/r8   c           	        [        [        R                  R                  S5      R	                  S5      [        S5      S9nSnUR                  UR                  :  nSnUR                  UR                  -   UR                  -   nSnUR                  UR                  -   UR                  UR                  S:     -   nX$U4nX5U4n	[        X5       H+  u  p[        R                  " XR                  U
S	U0S
95        M-     g )NrN   rx  abcrP  zdf.a < df.bzdf.a + df.b + df.czdf.a + df.b + df.c[df.b < 0]r   r'  r  )r   r@   rR   rS   rT   r  r   r   rE   zipr   r  r   )r   r'  expr1expec1expr2expec2expr3expec3exprsexpecsrF   r  s               r0   test_attr_expression#TestOperations.test_attr_expression  s    II!!!$44V<d5k
 $rtt#.rttBDD1H~-e#'E*HA""5))A4*)*MN +r8   c                   [        [        R                  R                  S5      R	                  S5      [        S5      S9n[        [        R                  R                  S5      R	                  S5      5      nSnSn[        R                  " [        US9   U R                  X1US.S	9  S S S 5        g ! , (       d  f       g = f)
NrN   rx  r  rP  zdf = df2%cannot assign without a target objectr   )r'  r  r  )
r   r@   rR   rS   rT   r  r(   r   r=   r   )r   r'  r  r  r   s        r0   test_assignment_fails$TestOperations.test_assignment_fails  s    II!!!$44V<d5k
 		--a0@@HI5]]:S1IIe#(>I? 211s   B00
B>c                
   [        [        R                  R                  S5      R	                  S5      [        S5      S9n[        R                  " [        SS9   UR                  S5        S S S 5        g ! , (       d  f       g = f)NrN   r   abrP  invalid syntaxr   zd c = a + b
r   r@   rR   rS   rT   r  r(   r   rS  r   r  s     r0   %test_assignment_column_multiple_raise4TestOperations.test_assignment_column_multiple_raise  sY    II!!!$44V<d4j
 ]];.>?GGM" @??s   A44
Bc                   [        [        R                  R                  S5      R	                  S5      [        S5      S9nSn[        R                  " [        US9   UR                  S5        S S S 5        g ! , (       d  f       g = f)NrN   r   r#  rP  z5left hand side of an assignment must be a single namer   zd,c = a + br%  rV  s      r0   %test_assignment_column_invalid_assign4TestOperations.test_assignment_column_invalid_assign  s]    II!!!$44V<d4j
 F]];c2GGM" 322   A66
Bc                   [        [        R                  R                  S5      R	                  S5      [        S5      S9nSn[        R                  " [        US9   UR                  S5        S S S 5        g ! , (       d  f       g = f)NrN   r   r#  rP  zcannot assign to function callr   zTimestamp("20131001") = a + br%  rV  s      r0   3test_assignment_column_invalid_assign_function_callBTestOperations.test_assignment_column_invalid_assign_function_call  s]    II!!!$44V<d4j
 /]];c2GG34 322r+  c                
   [        [        R                  R                  S5      R	                  S5      [        S5      S9nUR                  5       nUS   US   -   US'   UR                  SSS	9  [        R                  " X5        g )
NrN   r   r#  rP  r   r   	a = a + bTinplace
r   r@   rR   rS   rT   r  copyr   r   r   r   r'  r   s      r0   &test_assignment_single_assign_existing5TestOperations.test_assignment_single_assign_existing  p    II!!!$44V<d4j
 779 5
T*
b+r8   c                
   [        [        R                  R                  S5      R	                  S5      [        S5      S9nUR                  5       nUS   US   -   US'   UR                  SS	S
9  [        R                  " X5        g )NrN   r   r#  rP  r   r   rE   	c = a + bTr1  r3  r5  s      r0   !test_assignment_single_assign_new0TestOperations.test_assignment_single_assign_new  r8  r8   c                (   [        [        R                  R                  S5      R	                  S5      [        S5      S9nUR                  5       nSnUR                  SSS9  UR                  5       nSUS	   -   US
'   [        R                  " X5        g )NrN   r   r#  rP  rQ   z	a = 1 + bTr1  r   r   r3  )r   r'  r   r   s       r0   +test_assignment_single_assign_local_overlap:TestOperations.test_assignment_single_assign_local_overlap  s|    II!!!$44V<d4j
 WWY
T*779HSM)
b+r8   c                R   [        [        R                  R                  S5      R	                  S5      [        S5      S9nSnUR                  R                  5       nUR                  SSS9  X1R                  -   n[        R                  " XAR                  S	S
9  UR                  b   eg )NrN   r   r#  rP  rQ   r0  Tr1  Fr+  )r   r@   rR   rS   rT   r  r   r4  r   r   r   r  rU  )r   r'  r   old_ar   s        r0   "test_assignment_single_assign_name1TestOperations.test_assignment_single_assign_name  s    II!!!$44V<d4j
 		
T*
vtt?{{"""r8   c                .   [        [        R                  R                  S5      R	                  S5      [        S5      S9nUR                  SSS9  Sn[        R                  " [        US	9   UR                  S
5        S S S 5        g ! , (       d  f       g = f)NrN   r   r#  rP  r:  Tr1  z#can only assign a single expressionr   z	c = a = b)
r   r@   rR   rS   rT   r  r   r(   r   rS  rV  s      r0   test_assignment_multiple_raises.TestOperations.test_assignment_multiple_raises  sl    II!!!$44V<d4j
 	T*3]];c2GGK  322s   +B
Bc                   [        [        R                  R                  S5      R	                  S5      [        S5      S9nU R                  SSU0USS9  UR                  5       nUS	   US
   -   US'   [        R                  " X5        g )NrN   r   r#  rP  zc = df.a + df.br'  T)r   targetr2  r   r   rE   
r   r@   rR   rS   rT   r  r   r4  r   r   r5  s      r0   test_assignment_explicit'TestOperations.test_assignment_explicit  sy    II!!!$44V<d4j
 			#r
2t	T779 5
b+r8   c                    [        S/S/S.5      nUR                  S5      n[        S/5      n[        R                  " X#SS9  g )N   ir   r   za in [11, -32]TFr+  )r   r   r   r   r  r0  s       r0   test_column_inTestOperations.test_column_in  sA    bT./)*4&> 	vUCr8   z%Unknown: Omitted test_ in name prior.r$   c                   [        [        R                  R                  S5      R	                  S5      [        S5      S9nUR                  SSS9nUc   eUR                  5       nUS   US	   -   US
'   [        R                  " X5        g )NrN   r   r#  rP  r:  Fr1  r   r   rE   rI  )r   r'  actualr   s       r0   test_assignment_not_inplace*TestOperations.test_assignment_not_inplace  s     II!!!$44V<d4j
 e4!!!779 5
b+r8   c                   [        / SQ/ SQS.5      nUR                  5       nUS   US   -   US'   US   US   -   US'   UR                  SS	S
9n[        R                  " X25        Ub   eUS   S-
  US'   US   S-   US'   UR                  SS	S
9n[        R                  " X25        Ub   eSn[
        R                  " [        US9   UR                  SSS
9  S S S 5        g ! , (       d  f       g = f)NrQ   rN   r   r  rH   r  rN  r   r   rE   d$
        c = a + b
        d = c + bTr1  rQ   rN   rF   $
        a = a - 1
        e = a + 2z@Multi-line expressions are only valid if all expressions containr   z(
            a = b + 2
            b - 2F)r   r4  r   r   r   r(   r   r=   )r   warn_copy_on_writer'  r   answerr   s         r0   test_multi_line_expression)TestOperations.test_multi_line_expression  s   YY78779 5 5 	  
 	h+~~ ) ) 	  
 	h+~~ Q]]:S1GG 	   211s   C  
C.c                D   [        / SQ/ SQS.5      nUR                  5       nUS   US   -   US'   US   US   -   US'   UR                  SS	S
9n[        R                  " X!5        US   S-
  US'   US   S-   US'   UR                  SS	S
9n[        R                  " X!5        g )NrV  rW  rN  r   r   rE   rX  rY  Fr1  rQ   rN   rF   rZ  r   r4  r   r   r   r5  s      r0   &test_multi_line_expression_not_inplace5TestOperations.test_multi_line_expression_not_inplace;  s    YY78779 5 5WW 	  
 	h+ ) )WW 	  
 	h+r8   c                    [        / SQ/ SQS.5      nUR                  5       nSnUS   U-  US'   US   U-   US'   UR                  SS	S
9n[        R                  " X!5        Ub   eg )NrV  rW  rN  r  r   rE   rX  z?
        c = a * @local_var
        d = c + @local_var
        Tr1  r`  )r   r'  r   	local_varr\  s        r0   )test_multi_line_expression_local_variable8TestOperations.test_multi_line_expression_local_variableT  s|    YY78779	 	1 	1   
 	h+~~r8   c                    [        / SQ/ SQS.5      nS nUR                  5       nUS   U" SS5      -  US'   US   U" SS5      -   US	'   UR                  S
SS9n[        R                  " X15        Ub   eg )NrV  rW  rN  c                    U$ r4   rv   rN  s     r0   
local_funcUTestOperations.test_multi_line_expression_callable_local_variable.<locals>.local_funcj      Hr8   r   rQ   r  rE   rX  zM
        c = a * @local_func(1, 7)
        d = c + @local_func(1, 7)
        Tr1  r`  r   r'  ri  r   r\  s        r0   2test_multi_line_expression_callable_local_variableATestOperations.test_multi_line_expression_callable_local_variablef  s    YY78	 779 
1a(88 
1a(88   
 	h+~~r8   c                    [        / SQ/ SQS.5      nS nUR                  5       nUS   U" SSS9-  US	'   US	   U" SSS9-   US
'   UR                  SSS9n[        R                  " X15        Ub   eg )NrV  rW  rN  c                    U$ r4   rv   rN  s     r0   ri  aTestOperations.test_multi_line_expression_callable_local_variable_with_kwargs.<locals>.local_func~  rk  r8   r   r  rQ   )r   r   rE   rX  zU
        c = a * @local_func(b=7, a=1)
        d = c + @local_func(b=7, a=1)
        Tr1  r`  rl  s        r0   >test_multi_line_expression_callable_local_variable_with_kwargsMTestOperations.test_multi_line_expression_callable_local_variable_with_kwargsz  s    YY78	 779 
Q!(<< 
Q!(<<   
 	h+~~r8   c                    [        / SQ/ SQS.5      nUR                  5       nSn[        R                  " [        US9   UR                  S5        S S S 5        [        R                  " X5        g ! , (       d  f       N%= f)NrV  rW  rN  r  r   za = 1)r   r4  r(   r   r=   rE  r   r   )r   r'  df_origr   s       r0   test_assignment_in_query'TestOperations.test_assignment_in_query  sW    YY78'')5]]:S1HHW 2
b* 21s   A//
A=c                   [        / SQ/ SQS.5      nUR                  5       nX"S   S:H     nUR                  SSS9  [        R                  " X!5        0 nSS	0nU R                  S
USS9  [        R                  " X5        g )NrV  rW  rN  r   rN   za == 2Tr1  r   	a = 1 + 2rH  r2  )r   r4  rE  r   r   r   assert_dict_equalr5  s      r0   test_query_inplace!TestOperations.test_query_inplace  sy    YY78779SMQ./
4(
h+8		+b$	7
R*r8   invalid_targetrQ   catrN   rQ   r   c                <   SnSn[         R                  " [        US9   U R                  X1SS9  S S S 5        [	        US5      (       a3  [         R                  " [        US9   U R                  X1SS9  S S S 5        g g ! , (       d  f       NS= f! , (       d  f       g = f)Nz)Cannot assign expression output to targetry  r   Trz  r4  F)r(   r   r=   r   hasattrr   r~  r   
expressions       r0   test_cannot_item_assign&TestOperations.test_cannot_item_assign  s{    9 
]]:S1IIjIF 2 >6**z5		*U	K 65 + 21 65s   A<!B<
B

B)rQ   r  r  c                    SnSn[         R                  " [        US9   U R                  X1SS9  S S S 5        g ! , (       d  f       g = f)Nz"Cannot return a copy of the targetry  r   Frz  )r(   r   r=   r   r  s       r0   test_cannot_copy_item$TestOperations.test_cannot_copy_item  s6    2 
]]:S1IIjIG 211s	   8
ArH  c                    SnU R                  X!SS9S:X  d   eSn[        R                  " [        US9   U R                  X!SS9  S S S 5        g ! , (       d  f       g = f)N1 + 2Frz  r   z0Cannot operate inplace if there is no assignmentr   T)r   r(   r   r=   )r   rH  r  r   s       r0   test_inplace_no_assignment)TestOperations.test_inplace_no_assignment  sQ    
yyEyBaGGG@]]:S1IIjI> 211s   A
Ac           	        [        [        R                  R                  S5      R	                  S5      [        SSSS9S9nUS:  nU R                  SSU0S	9nUS:  n[        R                  " X25        [        R                  " XB5        g )
NrN   rN   rN   rk   rp   rq   rm   rP  r  r'  r  	r   r@   rR   rS   rT   r   r   r   r   )r   r'  rF   rr   s        r0   *test_basic_period_index_boolean_expression9TestOperations.test_basic_period_index_boolean_expression  s{    II!!!$44V< CC
 FIIhD":I6F
a#
a#r8   c           	         [        [        R                  R                  S5      R	                  S5      [        SSSS9S9nU R                  SSU0S	9nXS
:     n[        R                  " X#5        g )NrN   r  rk   rp   r  rP  zdf[df < 2 + 3]r'  r  rH   r  r   r'  r  rF   s       r0   ,test_basic_period_index_subscript_expression;TestOperations.test_basic_period_index_subscript_expression  sg    II!!!$44V< CC
 II&D":I>EzN
a#r8   c           	         [        [        R                  R                  S5      R	                  S5      [        SSSS9S9nU R                  SSU0S	9nXUS:     S:     US-  -   n[        R                  " X#5        g )
NrN   r  rk   rp   r  rP  zdf[df[df < 2] < 2] + df * 2r'  r  r  r  s       r0   -test_nested_period_index_subscript_expression<TestOperations.test_nested_period_index_subscript_expression  sy    II!!!$44V< CC
 II3r
IK"q&zA~a'
a#r8   c                    [        [        R                  R                  S5      R	                  S5      5      n[        SSS9US'   U R                  SSU0UUS	9nUR                  S
:  n[        R                  " XESS9  g )NrN   rx  z1/1/2012rH   rl   dates1zdf.dates1 < 20130101r'  r   20130101Fr+  )
r   r@   rR   rS   rT   r   r   r  r   r  )r   r/   r:   r'  r   r  s         r0   test_date_boolean TestOperations.test_date_boolean  sy    ryy,,Q/??GH!*a88ii"bz	  
 		J&
su=r8   c                   US:w  Ga-  [         R                  " SXS9nU(       d   e[         R                  " SXS9nU(       d   e[         R                  " SXS9nU(       a   e[         R                  " SXS9nU(       d   e[         R                  " SXS9nU(       d   e[         R                  " SXS9nU(       d   e[         R                  " S	XS9nU(       d   e[         R                  " S
XS9nU(       d   e[         R                  " SXS9nU(       a   e[         R                  " SXS9nU(       d   eg Sn[        R                  " [        US9   [         R                  " SXS9  S S S 5        [        R                  " [        US9   [         R                  " SXS9  S S S 5        [        R                  " [        US9   [         R                  " SXS9  S S S 5        [        R                  " [        US9   [         R                  " SXS9  S S S 5        Sn[        R                  " [        US9   [         R                  " SXS9  S S S 5        [        R                  " [        US9   [         R                  " SXS9  S S S 5        g ! , (       d  f       GN%= f! , (       d  f       GN = f! , (       d  f       N= f! , (       d  f       N= f! , (       d  f       N= f! , (       d  f       g = f)Nr   z1 in [1, 2]r   z2 in (1, 2)z3 in (1, 2)z3 not in (1, 2)z[3] not in (1, 2)z[3] in ([3], 2)z[[3]] in [[[3]], 2]z(3,) in [(3,), 2]z(3,) not in [(3,), 2]z[(3,)] in [[(3,)], 2]z'In' nodes are not implementedr   z[(3,)] in (1, 2, [(3,)])z!'NotIn' nodes are not implementedz[3] not in (1, 2, [[3]]))r   r   r(   r   r   )r   r/   r:   r   r   s        r0   test_simple_in_ops!TestOperations.test_simple_in_ops  s   X''-FCJ3''-FCJ3''-FCN7''+FJCJ3''-fLCJ3''+FJCJ3''/NCJ3''-fLCJ3''1&PCN7''1&PCJ32C2#>fD ?2#>fD ?2#>fD ?2#>26Q ?5C2#>)&H ?2#>26Q ?> ?>>>>>>> ?>>>sH   JJ>J(5J9.K
%K
J
J%(
J69
K

K
K)c                f    SnSR                  S5      nSn[        R                  " XAUS9nXe:X  d   eg )NrQ   z * !aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaar   )r   r   r   )r   r/   r:   r   r   r   r   s          r0   test_check_many_exprs$TestOperations.test_check_many_exprs  s4    zz(#ggd&9r8   r   )zdf > 2 and df > 3zdf > 2 or df > 3z
not df > 2c                ^   [        [        R                  R                  S5      R	                  S5      5      nUS:X  aF  SnSU;   a  Sn[
        R                  " [        US9   [        R                  " USU0UUS	9  S S S 5        g [        R                  " USU0UUS	9  g ! , (       d  f       g = f)
NrN   rx  r   r   not'Not' nodes are not implementedr   r'  )r   r:   r/   
r   r@   rR   rS   rT   r(   r   r   r   r   )r   r   r/   r:   r'  r   s         r0   test_fails_and_or_not$TestOperations.test_fails_and_or_not#  s     ryy,,Q/??GHX6C}72#> $bz!!	 ?> GG ":	 ?>s   !B
B,charr   r   c                J   [        [        R                  R                  S5      R	                  S5      5      nSU S3nUS:X  a:  Sn[
        R                  " [        US9   [        R                  " XSUS9  S S S 5        g [        R                  " XSUS9  g ! , (       d  f       g = f)	NrN   rx  z(df + 2)[df > 1] > 0 z	 (df > 0)r   z$cannot evaluate scalar only bool opsr   r  r  )r   r  r/   r:   r'  r   r   s          r0   test_fails_ampersand_pipe(TestOperations.test_fails_ampersand_pipeB  s    ryy,,Q/??GH$TF)4X8C2#>&9 ?> GGBf5	 ?>s   B
B"rv   N)5rb  rc  rd  re  r   r  r(   r*   rf  r   rg  r  r  r  r  r  r  r  r  r   r&  r)  r-  r6  r;  r>  rB  rE  rJ  rO  r   rS  r]  ra  re  rm  rr  rv  r|  r@   r   r  r  r  r  r  r  r  r  r  r  r  rn  rv   r8   r0   r  r  *  s   (!"F [[UT5M2[[UT5M2[[T4#5#56 7 3 3 [[UT5M2[[UT5M2[[T4#5#56 7 3 3<'
'
0O@##5,,
,
#!,D [[EF, G,#J,2$((++ [[-51a&"((2,PV/WX	L Y	L [[-/ABH CH [[X51a&"((2,QRTUPV'WX? Y?
$$$
>-R^ [[	
. [[Vc3Z0	6 1	6r8   r  c                  X   \ rS rSrS r\R                  R                  \(       + SS9\R                  R                  S\
5      S 5       5       r\R                  R                  S\5      S 5       rS rS	 r\R                  R                  S
\R"                  \R$                  4\R&                  \R$                  4\R(                  \R(                  4\R$                  \R$                  4\R*                  " \R,                  \R,                  \R0                  S9/5      S 5       rS rS rSrg)TestMathiO  c                ^    UR                  SS5      S-   US'   [        R                  " U0 UD6$ r  r  r  s      r0   r   TestMath.evalP  r  r8   z&Unary ops only implemented for numexprr$   fnc                n   [        S[        R                  R                  S5      R	                  S5      05      nUR
                  nU S3nU R                  U5      n[        R                  " SS9   [        [        U5      " U5      nS S S 5        [        R                  " UWSS9  g ! , (       d  f       N%= f)	Nr   rN   rO   z(a)ignoreallFr+  )r   r@   rR   rS   rT   r   r   errstater  r   r  )r   r  r'  r   r   gotr   s          r0   test_unary_functionsTestMath.test_unary_functionsT  s    
 RYY2215EEbIJKDDSziio[[X&R_Q'F '
sF> '&s   0B&&
B4c                   [        [        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      S.5      nUR
                  nUR                  nU S3nU R                  U5      n[        R                  " SS9   [        [        U5      " X45      nS S S 5        [        R                  " UWSS9  g ! , (       d  f       N%= f)	NrN   rO   rN  z(a, b)r  r  Fr+  )r   r@   rR   rS   rT   r   r   r   r  r  r   r   )r   r  r'  r   r   r   r  r   s           r0   test_binary_functionsTestMath.test_binary_functionsb  s    YY**1-==bAYY**1-==bA
 DDDDV}iio[[X&R_Q*F '
sF> '&s   )C
C-c                   [        [        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      S.5      nUR                  SUUSS9  UR                  n[        R                  " [        R                  " UR                  5      UR                  5      n[        R                  " XESS9  g )	NrN   rO   rN  ze = arctan2(sin(a), b)Tr/   r:   r2  Fr+  )r   r@   rR   rS   rT   r   rF   arctan2sinr   r   r   r  r   r/   r:   r'  r  r   s         r0   test_df_use_caseTestMath.test_df_use_cases  s    YY**1-==bAYY**1-==bA
 	$	 	 	
 ddBFF244L"$$/
s>r8   c                   [        [        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      S.5      nUR                  SXSS9  UR                  n[        R                  " UR                  UR                  -   5      n[        R                  " XESS9  g )	NrN   rO   rN  ze = sin(a + b)Tr  Fr+  )r   r@   rR   rS   rT   r   rF   r  r   r   r   r  r  s         r0    test_df_arithmetic_subexpression)TestMath.test_df_arithmetic_subexpression  s    YY**1-==bAYY**1-==bA
 	 Mddrtt$
s>r8   zdtype, expect_dtyper&   c                   [        S[        R                  R                  S5      R	                  S5      R                  U5      05      nUR                  R                  U:X  d   eUR                  SX4SS9  UR                  n[        R                  " UR                  5      nUR                  UR                  :X  d   eX&R                  :X  d   e[        R                  " XgSS9  g )	Nr   rN   rO   z
b = sin(a)Tr  Fr+  )r   r@   rR   rS   rT   r   r   r[   r   r   r  r   r  )r   r[   expect_dtyper/   r:   r'  r  r   s           r0   test_result_typesTestMath.test_result_types  s      "))''*::2>EEeLM
 ttzzU"""
VDIdd||syy(((yy(((
s>r8   c                    [        S[        R                  R                  S5      R	                  S5      05      nSn[
        R                  " [        US9   UR                  SXS9  S S S 5        g ! , (       d  f       g = f)Nr   rN   rO   z#"mysin" is not a supported functionr   zmysin(a)r   )	r   r@   rR   rS   rT   r(   r   r=   r   r   r/   r:   r'  r   s        r0   test_undefined_funcTestMath.test_undefined_func  sZ    RYY2215EEbIJK3]]:S1GGJvG= 211   A//
A=c                    [        S[        R                  R                  S5      R	                  S5      05      nSn[
        R                  " [        US9   UR                  SXS9  S S S 5        g ! , (       d  f       g = f)Nr   rN   rO   z1Function "sin" does not support keyword argumentsr   zsin(x=a)r   )	r   r@   rR   rS   rT   r(   r   r   r   r  s        r0   test_keyword_argTestMath.test_keyword_arg  sZ    RYY2215EEbIJKA]]9C0GGJvG= 100r  rv   N)rb  rc  rd  re  r   r(   r*   r+   r   rf  r    r  r   r  r  r  r@   int32rc   r]   rm  r)   
complex128r,   rl  r  r  r  rn  rv   r8   r0   r  r  O  s   ( [[&N   [[T?3? 4? [[T#34? 5? ?"
? [[XXrzz"XXrzz"ZZ$ZZ$LLR=O=OP	
	?	?">>r8   r  rN   rO   c                  2    \ rS rSrS rS rS rS rS rSr	g)		TestScopei  c           	     j    Sn[         R                  " [        S-  [        R                  " X1US95        g )N
_var_s * 2rN   r   )r   r   _var_sr   r   )r   r/   r:   rF   s       r0   test_global_scopeTestScope.test_global_scope  s)    
##QJ@	
r8   c                    Sn[        5       R                  5       n[        R                  " SXAUS9  [        5       R                  5       nUR	                  S5        XE:X  d   eg )NrQ   x + 1r   lcls)localsr4  r   r   r  )r   r/   r:   r   r  lcls2s         r0   test_no_new_localsTestScope.test_no_new_locals  sG    x}}
DG		&}}r8   c                    Sn[        5       R                  5       n[        R                  " SXS9  [        5       R                  5       nXE:X  d   eg )NrQ   r  r   )globalsr4  r   r   )r   r/   r:   r   gblsgbls2s         r0   test_no_new_globalsTestScope.test_no_new_globals  s;    y~~
6	 }}r8   c                    SnSn[         R                  " [        US9   [        R                  " SX0 S9  S S S 5        g ! , (       d  f       g = f)NrQ   r	  r   r  r   r(   r   r	   r   r   )r   r/   r:   r   r   s        r0   test_empty_localsTestScope.test_empty_locals  s7    ']]1=GGGFbI >==	   >
Ac                    SnSn[         R                  " [        US9   [        R                  " XAU0 S9  S S S 5        g ! , (       d  f       g = f)Nzname '_var_s' is not definedr  r   )r/   r:   global_dictr  )r   r/   r:   r   rF   s        r0   test_empty_globalsTestScope.test_empty_globals  s7    ,]]1=GGAVD >==r  rv   N)
rb  rc  rd  re  r  r  r  r  r  rn  rv   r8   r0   r  r    s    
JEr8   r  r#   c                     Sn [         R                  " [        U S9   [        R                  " SSSS.SS9  S S S 5        g ! , (       d  f       g = f)	NzInvalid engine 'asdf' passedr   r  rQ   rN   r  asdf)r   r/   r(   r   KeyErrorr   r   r   s    r0   test_invalid_enginer    6    
(C	xs	+
!!$4VD 
,	+	+	   ?
A)use_numexprr   ))Tr#   )Fr   c                    SSK Jn  [        R                  " SU 5         U" S 5      nX1:X  d   e S S S 5        g ! , (       d  f       g = f)Nr   )_check_enginecompute.use_numexpr)pandas.core.computation.evalr  r   option_context)r  r   r  r   s       r0   test_numexpr_option_respectedr    s:     ;			0+	>t$!!! 
?	>	>s	   8
Ac                     [         R                  " SS5         [        / SQ/ SQS.5      n U R                  S5      n[        S S /SS/S.S	S/S
9n[        R
                  " X5        S S S 5        g ! , (       d  f       g = f)Nr  F)TFTFNN)rQ   rN   r   r  rH   r  )rB  Bz
A.isnull()rH   r  r  )rT  )r   r  r   rE  r   r   )r'  r   r   s      r0   #test_numexpr_option_incompatible_opr    so     
		0%	88?QR
 ,'D$<q!f=aVL
f/ 
9	8	8s   AA..
A<c                     Sn [         R                  " [        U S9   [        R                  " SSSS.SS9  S S S 5        g ! , (       d  f       g = f)	NzInvalid parser 'asdf' passedr   r  rQ   rN   r  r  )r   r:   r  r  s    r0   test_invalid_parserr
    r  r  )r   r   r   z dict[str, type[BaseExprVisitor]]_parsersr/   r:   c                    [         U   nU" SX5      nUR                   H7  nSn[        R                  " [        US9   [        X45      " 5         S S S 5        M9     g ! , (       d  f       MK  = f)Nr  znodes are not implementedr   )r  unsupported_nodesr(   r   r   r  )r/   r:   VisitorClassinstr  r   s         r0   test_disallowed_nodesr    sX     F#L0D--)]].c:D  ;: .::s   A
A*	c                    Sn[         R                  " [        SS9   [        R                  " X US9  S S S 5        g ! , (       d  f       g = f)Nzs +r$  r   r   r(   r   rS  r   r   )r/   r:   rF   s      r0   test_syntax_error_exprsr     s0    A	{*:	;
0 
<	;	;	   ;
A	c                    SnSn[         R                  " [        US9   [        R                  " X US9  S S S 5        g ! , (       d  f       g = f)Nzs + tzname 's' is not definedr   r   )r(   r   r
  r   r   )r/   r:   rF   r   s       r0   test_name_error_exprsr  &  s4    A
#C	y	,
0 
-	,	,s	   =
Aexpress)za + @bz@a + bz@a + @bc                :   Su  p4US:w  a8  [         R                  " [        SS9   [        R                  " X US9  S S S 5        g [         R                  " [        SS9   [        R                  " X US9  S S S 5        g ! , (       d  f       g = f! , (       d  f       g = f)NrQ   rN   r   zThe '@' prefix is onlyr   r   zThe '@' prefix is notr  )r/   r:   r  r   r   s        r0   %test_invalid_local_variable_referencer  -  ss    DA]];.FGGGG6: HG ]];.EFGGG6: GF HG GFs   A;B;
B	
Bc                    Su  p#U S:X  a:  Sn[         R                  " [        US9   [        R                  " SXS9  S S S 5        g [        R                  " SXS9nXRU-   :X  d   eg ! , (       d  f       g = f)Nr  r#   zVariables in expression .+r   zsin + dotted_liner   )r(   r   r   r   r   )r/   r:   r  dotted_liner   r   s         r0   test_numexpr_builtin_raisesr  9  sj    C*]]1=GG'F >= gg)&HK''''	 >=s   A%%
A3c                    Sn[         R                  " [        SS9   [        R                  " SX US9  S S S 5        g ! , (       d  f       g = f)N)*   g      @zResolver of type .+r   r  )	resolversr/   r:   )r(   r   r   r   r   )r/   r:   cannot_resolves      r0   test_bad_resolver_raisesr"  D  s2    N	y(=	>
>P 
?	>	>s	   <
A
c                    [         R                  " [        SS9   [        R                  " SXS9  S S S 5        g ! , (       d  f       g = f)Nzexpr cannot be an empty stringr    r   r(   r   r=   r   r   r   s     r0   test_empty_string_raisesr&  J  s,    	z)I	J
61 
K	J	J	   9
Ac                    [         R                  " [        SS9   [        R                  " SXS9  S S S 5        g ! , (       d  f       g = f)Nz#only a single expression is allowedr   z1 + 1; 2 + 2r   r  r   s     r0   $test_more_than_one_expression_raisesr)  P  s,    	{*O	P
v= 
Q	P	Pr'  cmpr   rB   rD   c                   [         S [        [        R                  R	                  S5      R
                  0nXP   " 5       nXP   " 5       n XR   " 5       nSU SU S3nSU SU S3nSU SU S	3n	XxU	4 H<  n
S
n[        R                  " [        US9   [        R                  " XUS9  S S S 5        M>     g ! , (       d  f       MP  = f)Nc                 ^    [         R                  R                  S5      R                  S5      $ )NrN   rO   )r@   rR   rS   r   rv   r8   r0   r`   0test_bool_ops_fails_on_scalars.<locals>.<lambda>Z  s    RYY**1-66r:r8   rN   r   r   r   r   r   r   r   r5  r   r   )intrK   r@   rR   rS   rT   r(   r   r   r   r   )rB   r*  rD   r/   r:   genr   r   r   r   r   r   s               r0   test_bool_ops_fails_on_scalarsr0  U  s    
 	:ryy$$Q'77C
 (*C
(*C
(*CU3%t
$C]3%t
,C#mC5
.CoK]].c:GGBf5 ;: ::s   B22
C	otherz'x'z...c                    [        S/ SQ0[        S9nUR                  SU  35      n[        / SQSS9n[        (       a  S Ul        [        R                  " X#5        g )NrB  )r   r   rE   rZ   rD  )FFFrU  )r   objectr   r   r   rU  r   r  )r1  r'  r   r   s       r0   test_equals_variousr5  k  sR     
C)	8BWWuUG_%F+#6H{ 6,r8   c                `    Sn[         R                  n[        R                  " X US9nXC:X  d   eg )Nzinf + 1r   )r@   infr   r   )r/   r:   rs   r   r   s        r0   test_infr8  }  s,    AvvHWWQf5Fr8   columnu	   Temp(°C)u   Capacitance(μF)c                    [        [        R                  R                  S5      R	                  S5      US/S9nX"U   S:     nSU S3nUR                  X@S9n[        R                  " XS5        g )	NrN   r   r   rP  rH   `z` > 5)r/   )r   r@   rR   rS   rT   rE  r   r   )r/   r9  r'  r   query_stringr   s         r0   test_query_tokenr=    so     

		a 00863-
B V*q.!Hvhe$LXXlX2F&+r8   c                |   [        SS/SS//SS/S9nX"R                  S:  )    nUR                  SXS	9n[        R                  " XC5        US
:X  a5  Sn[
        R                  " [        US9   UR                  SXS	9  S S S 5        g UR                  SXS	9n[        R                  " XC5        g ! , (       d  f       g = f)Nr   rO   rQ   r  r  countrP  z
~(cat > 0)r   r   r  r   znot (cat > 0))r   r  rE  r   r   r(   r   r   )r/   r:   r'  r   r   r   s         r0   test_negate_lt_eq_ler@    s    	QGaW%w/?	@BFFQJ- HXXl6XAF&+/]].c:HH_VHC ;: /&H
f/	 ;:s   ,B--
B;c                P   US;   a4  U R                  [        R                  R                  [        SU 3S95        [        [        R                  R                  S5      R                  SSSS9US	/S
9nX"U   S:     nUR                  U S35      n[        R                  " XC5        g )N)TrueFalser7  Infz+GH 47859 DataFrame eval not supported with )r   r%   rN   r   d   r  r   col1rP  r  z>6)r   r(   r*   r   r  r   r@   rR   rS   r   rE  r   r   )r7   r9  r'  r   r   s        r0    test_eval_no_support_column_namerG    s     00KKDVHM  	
 

		a ))!Sw)? 
B V*q.!HXXm$F&+r8   c                   [        / SQ/ SQ/ SQS.5      nUS S  nUS   n[        R                  " U5         UR                  SSS9  S S S 5        [        / S	Q/ SQ/ SQS.5      n[        R                  " X%5        U (       d7  [        R
                  " XES   5        [        R
                  " US   US   5        g [        / SQSS
9n[        R
                  " XE5        [        R
                  " US   U5        g ! , (       d  f       N= f)NrV  rW  )r     	   )rB  r  CrB  z	A = B + CTr1  )rM        r3  )r   r   assert_cow_warningr   r   r  r   )using_copy_on_writer[  r'  result_viewr  r   s         r0   test_set_inplacerQ    s     
C	DBQ%K
S'C			1	2
T* 
3|))LMH"'
sSM2
{3/#?)#.
s-
{3/: 
3	2s   C55
Dc                  d    \ rS rSr\R
                  R                  SSS/ SQS/5      S 5       rSrg	)
TestValidatei  valuerQ   rB  rV  g      @c                    Sn[         R                  " [        US9   [        R                  " SUS9  S S S 5        g ! , (       d  f       g = f)Nz8For argument "inplace" expected type bool, received typer   z2+2r1  r%  )r   rT  r   s      r0   test_validate_bool_args$TestValidate.test_validate_bool_args  s/    H]]:S1GGE5) 211r  rv   N)	rb  rc  rd  re  r(   r*   rf  rV  rn  rv   r8   r0   rS  rS    s/    [[Wq&)S&AB* C*r8   rS  )k
__future__r   	functoolsr   	itertoolsr   r  numpyr@   r(   pandas.compatr   pandas.errorsr   r   r	   pandas.util._test_decoratorsutil_test_decoratorsr,   pandas.core.dtypes.commonr
   r   r   r   r   r   r   r   r   r   r   r   pandas._testing_testingr   pandas.core.computationr   r   pandas.core.computation.enginesr   pandas.core.computation.exprr   r   r   #pandas.core.computation.expressionsr   r   pandas.core.computation.opsr   r   r   r   r    pandas.core.computation.scoper!   fixturer/   PARSERSr:   rG   r  rg   rB   rD   r   rw   ry   rp  r  r  r  r  rR   rS   rT   r  r  r-   r  r*   rf  r  r  r
  PyTablesExprVisitorr  __annotations__r  r  r  r  r  r"  r&  r)  r.  rK   r0  r5  r8  r=  r@  keysrG  rQ  rS  rv   r8   r0   <module>ro     s   "       
 * )     4 
  :   !  t||$ % a>E	 
  ^	W ^	WJ? ?<$S' S'tb6 b6Jh> h>V 
		q	!	1	1"	5"E "EJ yE E y" " y0 0 yE E  ,,.
*  7+8,! - ,!11 $CD; E;(Q2>
 .e-e-6 . . /6& -- K1C#DE, F,0  ,	,(;(* *r8   