o i@sddlmZddlZdZdZdZdZdZdZdZ d)d dZ d*ddZ d+ddZ d,ddZ d-ddZd.dd Zd/d#d$Zd0d'd(ZdS)1) annotationsN)default_render_numberdefault_render_number_diffdefault_render_durationdefault_render_duration_diffdefault_render_percentagedg{Gz? value float | intreturnstrcCst|tr |dSt|}|dkr|dtdS|dkr/tt|d}tdt|}ntt|}| td}|d|dS)zThe default logic for formatting numerical values in an Evaluation report. * If the value is an integer, format it as an integer. * If the value is a float, include at least one decimal place and at least 3 significant figures. z,dr,.fr ) isinstanceintabsVALUE_SIG_FIGSmathfloorlog10max)r abs_valdigitsdecimalsexponentrm/var/www/html/karishye-ai-python/venv/lib/python3.10/site-packages/pydantic_evals/reporting/render_numbers.pyrs rfloatcCs|dtddS)zThe default logic for formatting percentages in an Evaluation report. * Include at least one decimal place and at least 3 significant figures. r%)r)r rrrr6sroldnew str | NonecCsh||krdSt|trt|tr||}|dS||}t|t}t||t}|dur-|S|d|S)uOReturn a string representing the difference between old and new values. Rules: - If the two values are equal, return None. - For integers, return the raw difference (with a leading sign), e.g.: _default_format_number_diff(3, 4) -> '+1' - For floats (or a mix of float and int): * Compute the raw delta = new - old and format it with ABS_SIG_FIGS significant figures. * If `old` is nonzero, compute a relative change: - If |delta|/|old| ≤ 1, render the relative change as a percentage with PERC_DECIMALS decimal places, e.g. '+0.7 / +70.0%'. - If |delta|/|old| > 1, render a multiplier (new/old). Use one decimal place if the absolute multiplier is less than MULTIPLIER_ONE_DECIMAL_THRESHOLD, otherwise no decimals. * However, if the percentage rounds to 0.0% (e.g. '+0.0%'), return only the absolute diff. * Also, if |old| is below BASE_THRESHOLD and |delta| exceeds MULTIPLIER_DROP_FACTOR×|old|, drop the relative change indicator. Nz+d / )rr_render_signed ABS_SIG_FIGS_render_relativeBASE_THRESHOLD)r#r$diff_intdelta abs_diff_str rel_diff_strrrrr>s  rsecondscCs t|dS)Format a duration given in seconds to a string. If the duration is less than 1 millisecond, show microseconds. If it's less than one second, show milliseconds. Otherwise, show seconds. F)_render_duration)r/rrrras rcCs@||krdSt||d}t||t}|dur|S|d|S)z@Format a duration difference (in seconds) with an explicit sign.NTr&)r1r)r*)r#r$r-r.rrrrks rvalsig_figsrcCsFtt|d|d}d|vrd|vr|d7}|dkrdnd|S) zFormat a number with a fixed number of significant figures. If the result does not use scientific notation and lacks a decimal point, force a '.0' suffix. Always include a leading '+' for nonnegative numbers. rge.z.0r+-)formatr)r2r3srrrr'xsr'basesmall_base_thresholdcCs|dkrdS||}t||krt|tt|krdS||d}|dtdd}|dvr2dSt|t|dkr>|S||}t|tkrP|dd }|S|d d }|S) Nrr z+.rr")z+0.0%z-0.0%r z,.1fxz,.0f)rMULTIPLIER_DROP_FACTOR PERC_DECIMALS MULTIPLIER_ONE_DECIMAL_THRESHOLD)r$r;r<r, rel_changeperc_str multipliermult_strrrrr)s"     r) force_signedboolcCs|dkrdSd}t|}dkr|d}d}t|dkrd}n|dkr*|d}d}n|}d }|r;|d |d |S|d |d |S) r0r0sr gMbP?i@Buµsimsr:z+,.rr)r)r/rE precision abs_secondsr unitrrrr1s" r1)r r rr)r r rr)r#r r$r rr%)r/r rr)r#r r$r rr%)r2r r3rrr)r$r r;r r<r rr%)r/r rErFrr) __future__rr__all__rr(r?r@r*r>rrrrrr'r)r1rrrrs"      #