
    h                         S SK r S SKrS SKrS SKJr  S SKrS SKrS SKJrJ	r	J
r
Jr  S SKJrJrJr  \ R                   S 5       r\	4S jrS rS rS	 rS
 rS rS rS rS rS rg)    N)Path)
ArgsKwargsLinearPaddedRagged)has_cupyis_cupy_arrayis_numpy_arrayc               #      #    [        [        R                  " 5       5      n U v   [        R                  " [        U 5      5        g 7fN)r   tempfilemkdtempshutilrmtreestr)ds    J/home/james-whalen/.local/lib/python3.13/site-packages/thinc/tests/util.pymake_tempdirr      s-     X A
G
MM#a&s   AAc                     U u  p#nUR                   u  pVU" XV5      nUR                  SU5        UR                  SU5        UR                  5         U$ )NWb)shape	set_param
initialize)	W_b_inputclsr   r   input_nr_outnr_inmodels           r   	get_modelr!      sM    LA&GGMFE	OOC	OOC	L    c                 d    U u  pnUR                   S   UR                   S   UR                   S   4$ )Nr      )r   )r   r   r   r   s       r   	get_shaper%      s0    LA&<<?AGGAJ
22r"   c                 X   [        U [        5      (       a  [        $ [        U [        5      (       a  [        $ [        U [
        5      (       a  [        $ [        U [        5      (       a  [        U 5      S:X  a  [        $ [        U [        5      (       a  [        U 5      S:X  a  [        $ [        $ )N      )
isinstancer   assert_raggeds_matchr   assert_paddeds_matchlistassert_lists_matchtuplelenassert_padded_data_matchassert_ragged_data_matchassert_arrays_match)inputss    r   get_data_checkerr4   #   s}    &&!!##	FF	#	###	FD	!	!!!	FE	"	"s6{a'7''	FE	"	"s6{a'7''""r"   c                     U R                   UR                   :X  d   eU R                  S   UR                  S   :X  d   eg)Nr   T)dtyper   XYs     r   r2   r2   2   s9    77agg771:###r"   c                     [        U [        5      (       d   e[        U[        5      (       d   e[        U 5      [        U5      :X  d   e[        X5       H  u  p#[	        X#5        M     gNT)r)   r,   r/   zipr2   )r8   r9   xys       r   r-   r-   9   sY    aaq6SVA	A! r"   c                     [        U [        5      (       d   e[        U[        5      (       d   e[        U R                  UR                  5        [        U R                  UR                  5        gr;   )r)   r   r2   lengthsdatar7   s     r   r*   r*   B   sO    a    a    		199-'r"   c                 t   [        U [        5      (       d   e[        U[        5      (       d   e[        U R                  UR                  5        [        U R                  UR                  5      (       d   e[        U R
                  UR
                  5      (       d   eU R                  R                  UR                  R                  :X  d   eU R                  R                  S   UR                  R                  S   :X  d   eU R                  R                  S   UR                  R                  S   :X  d   eg)Nr$   r   T)	r)   r   r2   	size_at_tr@   indicesrA   r6   r   r7   s     r   r+   r+   J   s    a    a    Q[[1qyy!))4444qyy!))444466<<166<<'''66<<?affll1o---66<<?affll1o---r"   c                 2    [        [        U 6 [        U6 5      $ r   )r+   r   r7   s     r   r0   r0   V       
FAJ77r"   c                 2    [        [        U 6 [        U6 5      $ r   )r*   r   r7   s     r   r1   r1   Z   rF   r"   c                 H  ^^ [        U [        5      (       d   e[        U R                  5      U:X  d   e[	        U R
                  R                  5       5      U:X  d   e[        U4S jU R                   5       5      (       d   e[        U4S jU R
                  R                  5        5       5      (       d   eU" U 5      nS m[        U[        5      (       d  [        U5      O[        n[        Xg5      (       d  T" U5      (       d   e[        U[        5      (       aJ  [	        UR                  5       5      U:X  d   e[        U4S jUR                  5        5       5      (       d   eg [        U[        [        45      (       a4  [        U[        5      (       d   e[        U4S jU 5       5      (       d   eg [        U[        5      (       a  [        UR                  5      U:X  d   e[	        UR
                  R                  5       5      U:X  d   e[        U4S jUR                   5       5      (       d   e[        U4S jUR
                  R                  5        5       5      (       d   eg [        U[        R                  5      (       d  [        R                  " SU 35        g g )	Nc              3   <   >#    U  H  n[        UT5      v   M     g 7fr   r)   .0argtype_s     r   	<genexpr>)check_input_converters.<locals>.<genexpr>b   s     8#z#u%%   c              3   <   >#    U  H  n[        UT5      v   M     g 7fr   rJ   rK   s     r   rO   rP   c   s     C1B#z#u%%1BrQ   c                 <    [        U 5      =(       d    [        U 5      $ r   )r	   r
   )arrs    r   is_supported_backend_array:check_input_converters.<locals>.is_supported_backend_arrayf   s    S!8^C%88r"   c              3   4   >#    U  H  nT" U5      v   M     g 7fr    rL   rT   rU   s     r   rO   rP   n   s     Jks-c22k   c              3   4   >#    U  H  nT" U5      v   M     g 7fr   rX   rY   s     r   rO   rP   q   s     Abs-c22brZ   c              3   4   >#    U  H  nT" U5      v   M     g 7fr   rX   rL   rM   rU   s     r   rO   rP   v   s     Fgs-c22grZ   c              3   4   >#    U  H  nT" U5      v   M     g 7fr   rX   r]   s     r   rO   rP   w   s     Q>Ps-c22>PrZ   zBad data type: )r)   r   r/   argsr,   kwargskeysallvaluestyper.   dictnumpyndarraypytestfail)	r9   backproprA   n_argskwargs_keysrN   dX
input_typerU   s	        `  @r   check_input_convertersro   ^   s   a$$$$qvv;&    K///888888C1BCCCCC	!B9 $.dD#9#9duJb%%)CB)G)GGG$BGGI+---JbiikJJJJJ	D4-	(	("e$$$$AbAAAAA	D*	%	%277|v%%%BIINN$%444FbggFFFFFQbii>N>N>PQQQQQemm,,obT*+ -r"   )
contextlibr   r   pathlibr   rf   rh   	thinc.apir   r   r   r   
thinc.utilr   r	   r
   contextmanagerr   r!   r%   r4   r2   r-   r*   r+   r0   r1   ro   rX   r"   r   <module>ru      st          8 8 > >   $ 3
#	88,r"   