Jtj ddZdZdS)printcnsdndkrdgfdsdndkrdgfdfd}|S)az Returns a wrapped copy of *f* that monitors evaluation by calling *input* with every input (*args*, *kwargs*) passed to *f* and *output* with every value returned from *f*. The default action (specify using the special string value ``'print'``) is to print inputs and outputs to stdout, along with the total evaluation count:: >>> from mpmath import * >>> mp.dps = 5; mp.pretty = False >>> diff(monitor(exp), 1) # diff will eval f(x-h) and f(x+h) in 0 (mpf('0.99999999906867742538452148'),) {} out 0 mpf('2.7182818259274480055282064') in 1 (mpf('1.0000000009313225746154785'),) {} out 1 mpf('2.7182818309906424675501024') mpf('2.7182808') To disable either the input or the output handler, you may pass *None* as argument. Custom input and output handlers may be used e.g. to store results for later analysis:: >>> mp.dps = 15 >>> input = [] >>> output = [] >>> findroot(monitor(sin, input.append, output.append), 3.0) mpf('3.1415926535897932') >>> len(input) # Count number of evaluations 9 >>> print(input[3]); print(output[3]) ((mpf('3.1415076583334066'),), {}) 8.49952562843408e-5 >>> print(input[4]); print(output[4]) ((mpf('3.1415928201669122'),), {}) -1.66577118985331e-7 cdSNvs N/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/mpmath/usertools.pyzmonitor..*s$rcn|\}}tddd|d|dxxdz cc<dS)Nzin r  r)valueargskwargsincounts r inputzmonitor..input-sJ LD& EGAJJJff= > > > AJJJ!OJJJJJr cdSrrrs r r zmonitor..2s4r c^tddd|dxxdz cc<dS)Nzout r rrr)routcounts r outputzmonitor..output5s< E!ee4 5 5 5 QKKK1 KKKKKr cH||f|i|}||Srr)rrrfrrs r f_monitoredzmonitor..f_monitored8s= tVn At v  q r r)rrrrrrs``` @@r monitorrsN  '  #       7  3      r cP d}dvrd=sr,tdkrsd fd}n fd}n}ddlm}|}|}|}||z } | dks|r| St dD]} |}|||||||||||}t | ||z d z } | S) z Returns time elapsed for evaluating ``f()``. Optionally arguments may be passed to time the execution of ``f(*args, **kwargs)``. If the first call is very quick, ``f`` is called repeatedly and the best time is returned. oncerr cSrr)argrsr r ztiming..Ms#r ciSrr)rrrsr r ztiming..Os4*6**r ) default_timerg? )getlentimeitr#rangemin) rrrrgclockt1rt2tir!s ``` @r timingr1?s{ ::f  D  6N v t99>>&>q'CAA******AA ------ uwwB!!##%%''rRU14xx4x 1XX 577 AACCCAACCCAACCCAACCCAACCC 577 aB   Hr N)rr)rr1rr r r2s3;;;;z     r