`VgUdZddlmZddlZddlZddlZddlmZddl m Z ddl m Z ddl mZddlmZerddlZdad ed <gad ed <eadad ed<dad ed<hdhddZdZd2d3dZd4d3dZdZdZdZiej@dejBdejDdejFdejHdejJdejLdejNdejPdejRdejTdejVdejXdejZdej\dej$dej^d ej`d!ejbd"ejdd#ejfd$ejhd$ejjd%ejld%ejnd&ejpd&e9dejtdi Z;d'Zd%d$d&d+Z?d,Z@d2d5d-ZAd2d.ZBd2d6d/ZCd7d0ZDd8d1ZEy)9zL Expressions ----------- Offer fast expression evaluation through numexpr ) annotationsN) get_option)FuncType)find_stack_level)NUMEXPR_INSTALLED) roperatorz bool | None _TEST_MODE list[bool] _TEST_RESULTzFuncType | None _evaluate_where>boolint32int64float32float64>rrr)evaluatewherei@Bc^tr|atrtntatrt ayt ayN)r USE_NUMEXPR_evaluate_numexpr_evaluate_standardr _where_numexpr_where_standardr vs d/var/www/html/hubwallet-dev/venv/lib/python3.12/site-packages/pandas/core/computation/expressions.pyset_use_numexprr*s$ &1!6HI*^FFcvtr3tr,|tj}tj|yyyr)rrnedetect_number_of_coresset_num_threads)ns rset_numexpr_threadsr&7s2[ 9))+A 1)r c6tr td|||S)z Standard evaluation. F)r _store_test_result)opop_strabs rrr@s5! a8Or c|e|jtkDrRt}||fD])}t|ds||jj hz}+t |r t||k\ryy)z,return a boolean if we WILL be using numexprdtypeTF)size _MIN_ELEMENTSsethasattrr.namelen_ALLOWED_DTYPES)r)r*r+r, dtype_checkdtypesos r_can_use_numexprr9Isi  66M !"uFV -1g&qww||n,F - v;/+">&"H r crd}t||||drZ|jjdjd}|r||}}|}|} t j d|d||dd}|r||}}tr t|du|t||||}|S#t $rY6t$rt|||rnYOwxYw) Nr_rza_value z b_value)a_valueb_valuesafe local_dictcasting) r9__name__strip startswithr"r TypeErrorNotImplementedError_bool_arith_fallbackr r(r)r)r*r+r,result is_reversedr=r>s rrr]s FFAq*5kk'',77< aqA [[6((+'.7CF aqA6-. ~#B15 M)  " #FAq1 sB B6B65B6+*-/z**z==z!=z<==>&|^c0tj|||Sr)npr)condr+r,s rrrs 88D!Q r c~d}tdd||drtjd|||dd}| t|||}|S)Nrz#where(cond_value, a_value, b_value)) cond_valuer=r>r?r@)r9r"rr)rVr+r,rIs rrrsO Fgq!W5 1&*qQG  ~ q!, Mr zcompute.use_numexprc |jtk(S#t$r#t|ttj fcYSwxYwr)r.rAttributeError isinstancerUbool_)xs r_has_bool_dtyper^s:/ww$ /!dBHH-../s)AA)rKrLrMc t|rSt|rH|tvr@tjdt |dt t|dt yy)z Check if we should fallback to the python `_evaluate_standard` in case of an unsupported operation by numexpr, which is the case for some boolean ops. z'evaluating in Python space because the z> operator is not supported by numexpr for the bool dtype, use z instead.) stacklevelTF)r^_BOOL_OP_UNSUPPORTEDwarningswarnreprr)r*r+r,s rrHrHsb qoa0 ) ) MM9$v,H089:)E,-    r cTt|}||rt||||St||||S)z Evaluate and return the expression of the op on a and b. Parameters ---------- op : the actual operand a : left operand b : right operand use_numexpr : bool, default True Whether to try to use numexpr. )_op_str_mappingr r)r)r+r, use_numexprr*s rrrs9R F  RA. . b&!Q //r cJtJ|r t|||St|||S)z Evaluate the where condition cond on a and b. Parameters ---------- cond : np.ndarray[bool] a : return if cond is True b : return if cond is False use_numexpr : bool, default True Whether to try to use numexpr. )r r)rVr+r,rgs rrrs/   !,6$1 M/$12MMr c |agay)z Keeps track of whether numexpr was used. Stores an additional ``True`` for every successful use of evaluate with numexpr since the last ``get_test_result``. N)r r rs r set_test_moderjsJLr c4|rtj|yyr)r append) used_numexprs rr(r(sL)r ct}ga|S)z1 Get test result and reset test_results. )r )ress rget_test_resultrps CL Jr )T)returnNoner)rgr)rrrqrr)rmrrqrr)rqr )F__doc__ __future__roperatorrbnumpyrUpandas._configrpandas._typingrpandas.util._exceptionsrpandas.core.computation.checkrpandas.core.opsrnumexprr"r __annotations__r rr r r5r0rr&rr9raddraddmulrmulsubrsubtruedivrtruedivfloordiv rfloordivmodrmodpowrpoweqleltgegtand_rand_or_ror_xorrxordivmodrdivmodrfrrr^rarHrrrjr(rpr rrs^#%#4;% K j ! ?!A )   @(&R! LL#! NNC! LL#!NNC !  LL# ! NNC ! c!! t!! LL$! NND!!" LL$#!$NND%!& KK'!( KK)!* KK+!, KK KK KK MM3 OOS LL# NNC LL# NNC D tA!H & 012/!s5$0( N * r