+ i RRltRtR#)printcaaaaaS'gRoMSR8Xd ^.oV3RloS'gRoMSR8Xd ^.oV3RloVVV3RlpV#)a 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 cR#Nvs&p/Users/tonyclaw/.openclaw/workspace/skills/math-calculator/venv/lib/python3.14/site-packages/mpmath/usertools.pymonitor..*s$rcv<Vwr\RS^,: RV: RV: 24S^;;,^, uu&R#)zin  Nr)valueargskwargsincounts& r inputmonitor..input-s, LD GAJJf= > AJ!OJr cR#rrrs&r r r 2s4r cf<\RS^,: RV: 24S^;;,^, uu&R#)zout rNr)routcounts&r outputmonitor..output5s$ !e4 5 QK1 Kr c:<S!W34S!V/VBpS!V4V#rr)rrrfrrs*, r f_monitoredmonitor..f_monitored8s( tn t v q r r)rrrrrrsfff @@r monitorrsMN  ' #   7 3  r c.aaaa SPR4pRS9dSRS'g S'd3\S4^8XdS'gS^,o V V3RlpM VVV3RlpMSp^RIHpV!4qd!4qu!4qV, p V R8g V'dV #\ ^4Fpp V!4pV!4V!4V!4V!4V!4V!4V!4V!4V!4V!4V!4p\ WV, ^ , 4p Kr V #)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. oncec<S!S4#rr)argrsr r timing..Ms #r c<S!S/SB#rr)rrrsr r r$Os4*6*r ) default_timerg?)getlentimeitr&rangemin) rrrr!gclockt1rt2tir#s fjl @r timingr2?s ::f D  6N v t9>&q'CA*A - wB!#%'rU14x4 1X 7 ACACACACAC 7 aB   Hr N)rr)rr2rr r r3s;z r