+
    Zjh  c                  p   R t ^ RIHt ^ RIt^ RIHu Ht ^ RI	t	^ RI
Ht ^ RIt^ RIHtHtHtHt ^ RIHt ^ RIHt ^ RIHt ]! ]4      P2                  P2                  R,          tR	 R
 ltRP9                  R ]! ^4       4       4      tR R lt]P@                  R 4       t!]PD                  PF                  R 4       t$]PD                  PF                  R 4       t%]PD                  PF                  R 4       t&]PD                  PF                  R 4       t']PD                  PF                  R 4       t(R t)R t*R t+R# )u?   Tests for compiler/stages/eval.py — offline via FakeProvider.)annotationsN)Path)GROUNDEDNESS_FLOORSTYLE_FLOOR_check_regressionevaluateFakeProvider)MODELS)PersonaManifestfixturesc                    V ^8  d   QhRRRR/# )   iintreturnstr )formats   "A/Users/jameslopez/projects/MentorCore/tests/compiler/test_eval.py__annotate__r      s     ? ?S ?S ?    c                B    R V  R2p\         P                  ! RRRV/4      # )zPassage zE: virtue is the only good, and reason guides us forward into clarity.	source_idztest-srctext)jsondumps)r   r   s   & r   _holdout_liner      s)    aS]^D::{J=>>r   
c              #  8   "   T F  p\        V4      x  K  	  R # 5i)N)r   ).0r   s   & r   	<genexpr>r       s     ?hM!,,hs   c                    V ^8  d   QhRRRR/# )r   tmp_pathr   r   ztuple[PersonaManifest, Path]r   )r   s   "r   r   r      s      D %A r   c                
   V R ,          pVR,          pVR,          pVP                  RR7       VP                  4        VR,          P                  \        4       VR,          P                  R4       \        R R^d^R	R
7      pWA3# )ztest-personastyleevalT)parentszholdout.jsonlhistory.jsonl zTest Persona	generated)slugdisplay_nameborndiedvoice_policy)mkdir
write_textHOLDOUT_CONTENTr
   )r"   pkg_dir	style_direval_dirmanifests   &    r   _make_packager6      s    'G'!IHOODO!NN ,,_=++B/# H r   c                 6    R .R.R..^,          p \        V 4      # )z0{"score": 0.85, "reasoning": "Direct citation."}z1{"score": 0.80, "reasoning": "Good voice match."}z+{"misattribution_count": 0, "examples": []}r   )	responsess    r   judge_providerr9   0   s4     
<<	<=	67 	
	
I
 	""r   c                Z  "   \        V 4      w  r#\        W#V^R7      G Rj  xL
 pRqUV9   qf'       g   \        P                  ! RV3RWT34      R\        P                  ! V4      RR\
        P                  ! 4       9   g   \        P                  ! V4      '       d   \        P                  ! V4      MR/,          pRRV/,          p\        \        P                  ! V4      4      hR;rVR	qUV9   qf'       g   \        P                  ! RV3RWT34      R\        P                  ! V4      RR\
        P                  ! 4       9   g   \        P                  ! V4      '       d   \        P                  ! V4      MR/,          pRRV/,          p\        \        P                  ! V4      4      hR;rVR
qUV9   qf'       g   \        P                  ! RV3RWT34      R\        P                  ! V4      RR\
        P                  ! 4       9   g   \        P                  ! V4      '       d   \        P                  ! V4      MR/,          pRRV/,          p\        \        P                  ! V4      4      hR;rVRqUV9   qf'       g   \        P                  ! RV3RWT34      R\        P                  ! V4      RR\
        P                  ! 4       9   g   \        P                  ! V4      '       d   \        P                  ! V4      MR/,          pRRV/,          p\        \        P                  ! V4      4      hR;rVR#  EL5i)r   	n_samplesNgroundednesspy1py3resultassert %(py5)spy5style_matchmisattributionpassedinz%(py1)s in %(py3)s)
r6   r   
@pytest_ar_call_reprcompare	_saferepr@py_builtinslocals_should_repr_global_nameAssertionError_format_explanation)	r"   r9   r5   r2   r@   @py_assert0@py_assert2@py_format4@py_format6s	   &&       r   !test_evaluate_returns_result_dictrU   >   s    %h/HH~KKF#V#####>###>######V####V########"F"""""="""=""""""F""""F""""""""%v%%%%%%%%%%%%%%v%%%%v%%%%%%%%v88vv	 Ls,   L+L(A7L+B?L+B?L+B?L+AL+c                  "   \        V 4      w  r#\        W#V^R7      G Rj  xL
  VR,          R,          P                  4       P                  4       P	                  4       p\        V4      p^qeV8H  qw'       Eg   \        P                  ! RV3RWV34      RR\        P                  ! 4       9   g!   \        P                  ! \
        4      '       d   \        P                  ! \
        4      MRRR\        P                  ! 4       9   g   \        P                  ! V4      '       d   \        P                  ! V4      MRR	\        P                  ! V4      R
\        P                  ! V4      /,          pRRV/,          p	\        \        P                  ! V	4      4      hR;p;rv\        P                  ! V^ ,          4      p
V
R,          p\         P"                  q{V8H  qU'       g   \        P                  ! RV3RW34      R\        P                  ! V4      R	R\        P                  ! 4       9   g!   \        P                  ! \         4      '       d   \        P                  ! \         4      MRR\        P                  ! V4      /,          pRRV/,          p\        \        P                  ! V4      4      hR;p;rWRqV
9   qU'       g   \        P                  ! RV3RW34      R\        P                  ! V4      R	R\        P                  ! 4       9   g   \        P                  ! V
4      '       d   \        P                  ! V
4      MR/,          pRRV/,          p\        \        P                  ! V4      4      hR;rR#  ELO5i)r   r;   Nr%   r'   py0lenr>   historyr?   py6assert %(py8)spy8modelr	   rB   zassert %(py7)spy7	timestamprecordrA   ==)z0%(py3)s
{%(py3)s = %(py0)s(%(py1)s)
} == %(py6)s)z6%(py1)s == %(py5)s
{%(py5)s = %(py3)s.fidelity_judge
}rF   rH   )r6   r   	read_textstrip
splitlinesrX   rI   rJ   rL   rM   rN   rK   rO   rP   r   loadsr	   fidelity_judge)r"   r9   r5   r2   rY   rR   @py_assert5@py_assert4@py_format7@py_format9r`   rQ   rT   @py_format8rS   s   &&             r   test_evaluate_appends_historyrm   H   s    %h/H
8n
BBB/1<<>DDFQQSGw<11<33ww<1ZZ
#F'?3f333333333?333?333333f3333f333333333333 &     ;   ;      &    &         Cs,   M3M0B+M3AM3 D%M3CM3"AM3c           	     :  "   \        V 4      w  r#\        W#V^R7      G Rj  xL
 pVR,          pRp\        V,
          quV8  q'       g   \        P                  ! RV3RWW34      R\        P
                  ! V4      RR\        P                  ! 4       9   g!   \        P                  ! \        4      '       d   \        P
                  ! \        4      MRR\        P
                  ! V4      /,          p	R	R
V	/,          p
\        \        P                  ! V
4      4      hR;p;p;rgVR,          pRp\        V,
          quV8  q'       g   \        P                  ! RV3RWW34      R\        P
                  ! V4      RR\        P                  ! 4       9   g!   \        P                  ! \        4      '       d   \        P
                  ! \        4      MRR\        P
                  ! V4      /,          p	R	R
V	/,          p
\        \        P                  ! V
4      4      hR;p;p;rgR#  EL5i)r   r;   Nr=   g{Gz?r>   r?   r   rB   r[   r\   rC   r   )>=)z%(py1)s >= (%(py3)s - %(py5)s))r6   r   r   rI   rJ   rK   rL   rM   rN   rO   rP   r   )r"   r9   r5   r2   r@   rQ   ri   @py_assert6rR   rj   rk   s   &&         r    test_evaluate_scores_above_floorrq   S   s,    %h/HH~KKF.!>$>%7$%>>%>>>>>>!>>>!>>>>>>%7>>>>%7>>>$>>>>>>>>- 6$6K$$66$666666 666 666666K6666K666$66666666 Ls   HHBH4C7H,A-Hc           	       "   V R ,          pVP                  4        \        R RR7      p\        P                  ! \        4      ;_uu_ 4        \        W2V^R7      G Rj  xL
  RRR4       R#  L  + '       g   i     R# ; i5i)z
no-holdoutX)r*   r+   r;   N)r/   r
   pytestraisesFileNotFoundErrorr   )r"   r9   r2   r5   s   &&  r   $test_evaluate_missing_holdout_raisesrw   [   s\     %GMMOLsCH	(	)	)x.AFFF 
*	)F 
*	)	)s0   A	BA.A,A."
B,A..A?	9	Bc                2  "   \        V 4      w  r#VR ,          R,          pVP                  \        P                  ! RRRRRRRR	/4      R
,           RR7       \	        W#V^R7      G Rj  xL
 pVR,          p^qvV8H  q'       gy   \
        P                  ! RV3RWg34      R\
        P                  ! V4      R\
        P                  ! V4      /,          p	RRV	/,          p
\        \
        P                  ! V
4      4      hR;p;rVR,          p^qvV8H  q'       gy   \
        P                  ! RV3RWg34      R\
        P                  ! V4      R\
        P                  ! V4      /,          p	RRV	/,          p
\        \
        P                  ! V
4      4      hR;p;rR#  EL-5i)r%   zeval-questions.jsonlide001questionzWhat matters most?expectzRemain aligned with virtue.kindzcore-beliefr   zutf-8)encodingr;   Ncapture_eval_questionsr>   py4zassert %(py6)srZ   r<   ra   )z%(py1)s == %(py4)s)
r6   r0   r   r   r   rI   rJ   rK   rO   rP   )r"   r9   r5   r2   eval_questionsr@   rQ   @py_assert3rR   @py_format5rj   s   &&         r   ,test_evaluate_ingests_capture_eval_questionsr   d   s+    %h/Hv%(>>N

f07		
 	    H~KKF*+0q0q00000+000+000q00000000+#!#!###########!######## Ls   A%F'F(D-Fc                    V R ,          pVP                  \        P                  ! RRRR/4      R,           4       \        VRR4       R# )	r'   r=   皙?rC   ffffff?r         ?g?Nr0   r   r   r   r"   rY   s   & r   %test_check_regression_no_prior_passesr   ~   s=    (Gtzz>3s"KLtSTgtT*r   c           	     `   V R ,          pVP                  \        P                  ! RRRR/4      R,           \        P                  ! RRRR/4      ,           R,           4       \        P                  ! \
        RR7      ;_uu_ 4        \        VRR4       R	R	R	4       R	#   + '       g   i     R	# ; i)
r'   r=   g333333?rC   r   r   r   zGroundedness regression)matchN)r0   r   r   rt   ru   RuntimeErrorr   r   s   & r   1test_check_regression_raises_on_groundedness_dropr      s    (G

ND->?$F
**ndM4@
A	BDH	I 
|+D	E	E'4. 
F	E	E	Es   BB-	c           	         V R ,          pVP                  \        P                  ! RRRR/4      R,           \        P                  ! RRRR/4      ,           R,           4       \        VRR4       R# )	r'   r=   g=
ףp=?rC   r   r   r   g\(\?Nr   r   s   & r   )test_check_regression_ok_within_thresholdr      sf    (G

ND->?$F
**ndM4@
A	BDH	I
 gtT*r   ),__doc__
__future__r   builtinsrL   _pytest.assertion.rewrite	assertionrewriterI   r   pathlibr   rt   compiler.stages.evalr   r   r   r   runtime.providers.faker   shared.configr	   shared.packager
   __file__parentFIXTURESr   joinranger1   r6   fixturer9   markasynciorU   rm   rq   rw   r   r   r   r   r   r   r   <module>r      s*   E "       0   *>  ''*4?
 ))?eAh??& # #   ! ! 7 7 G G $ $2+/+r   