
    ȐhR                     r    S SK r S SKrS SKrS rS rS rS rS rSS jrS r	S	 r
S
 r\S:X  a  \" 5         gg)    Nc                     0 n[        U S-   S5      n[        R                  " U5      nU H  nUS   U[        US   5      '   M     U$ )Nz
/teams.csvrnameidopencsv
DictReaderint)	directoryteamsfinreaderrows        Ag:\Projects\Python Projects\fpl_model\scripts\utills\collector.py	get_teamsr      sK    E
y<'
-C^^C F #Fc#d)n L    c                     0 n0 n[        U S-   S5      n[        R                  " U5      nU H=  n[        US   5      U[        US   5      '   [        US   5      U[        US   5      '   M?     X4$ )Nz/fixtures.csvr   team_hr   team_ar   )r   fixtures_homefixtures_awayr   r   r   s         r   get_fixturesr      sv    MM
y?*C
0C^^C F(+CM(:c#d)n%(+CM(:c#d)n%  ''r   c                     0 n0 nSSSSSS.n[        U S-   SS	S
9n[        R                  " U5      nU H6  nX6S      U[        US   5      '   US   S-   US   -   U[        US   5      '   M8     X!4$ )NGKDEFMIDFWDAM)12345z/players_raw.csvr   utf-8encodingelement_typer   
first_name second_namer   )r   	positionsnamespos_dictr   r   r   s          r   get_positionsr/      s    IEEDIH
y--sG
DC^^C F$,-@$A	#c$i.! #L 1C 7#m:L Lc#d)n  r   c           	          0 n [        [        R                  R                  US[	        U 5      -   S-   5      S5      n[
        R                  " U5      nU H  nUS   U[        US   5      '   M     U$ !   Us $ = f)NxP.csvr   r   )r   ospathjoinstrr	   r
   r   )gwr   xPointsr   r   r   s         r   get_expected_pointsr9   $   su    G277<<	4#b'>F+BCSI$C&)$iGCD	N#  Ns   A,A2 2A8c                    SnS[        U 5      -   S-   n[        R                  R                  X5      n[	        USSS9n[
        R                  " U5      nUR                  nU Vs/ s H  oPM     n	n[        R                  R                  X5      n
[	        U
SSS9n[
        R                  " XSS	9n[        U 5        U S
:X  a  UR                  5         U	 H  nUR                  U5        M     g s  snf )Nzmerged_gw.csvr7   r2   r   r%   r&   a

fieldnameslineterminator   )r6   r3   r4   r5   r   r	   r
   r>   
DictWriterprintwriteheaderwriterow)r7   gw_directorymerged_gw_filenamegw_filenamegw_pathr   r   r>   r   rowsout_pathfoutwriters                r   merge_gwrM   /   s    (R.6)Kggll<5G
wg
.C^^C F""J"#FSSFD# ww||L=Hw/D^^DMF	"I	Qw  $s   $C,c           	         / n/ n[        U5      u  pg[        U5      n[        U5      u  p[        X5      n[        R
                  " SU-   5       GH!  u  pnU GH  nUS:X  d  M  [        R                  R                  X5      n[        US5      n[        R                  " U5      nUR                  nU H  n[        US   5      U :X  d  M  [        [        R                  R                  U5      R                  S5      S   5      nU	U   nU
U   n[        US   5      nUS   S	:X  d	  US   S
:X  a  XU      US'   O
XU      US'   UUS'   UUS'   UU;   a	  UU   US'   OSUS'   UU/-  nM     GM     GM$     / SQU-   n[        [        R                  R                  US[        U 5      -   S-   5      SSS9n[        R                   " UUSS9nUR#                  5         U H  nUR%                  U5        M     g )Nz./zgw.csvr   round_fixturewas_homeTTrueteamr   positionr1   g        )r   rV   rU   r1   r7   r2   wr%   r&   r<   r=   )r   r   r/   r9   r3   walkr4   r5   r   r	   r
   r>   r   basenamesplitr6   rA   rC   rD   )r7   directory_name
output_dirroot_directory_namerI   r>   r   r   r   r-   r,   r8   rootdirsfilesfnamefpathr   r   r   r   r   rV   rR   outfrL   s                             r   
collect_gwrd   D   s   DJ#/0C#D M)*E$%89E!"1GWWU^%;<EE T15#&,#..
!C3w<(B. !1!1$!7!=!=c!B2!FG$Ry#,R="%c)n"5z?d2c*o6O*/g0F*GCK*/g0F*GCK&*F*2J=(/CI(+CI! "  =2 4j@JZB&)@A3QXYD^^DZMF
 r   c                 B    [        SS5       H  n[        X0X5        M     g )Nr@      )rangerd   )r[   r\   root_diris       r   collect_all_gwsrj   k   s    1R[1j; r   c                 @    [        SU 5       H  n[        X!5        M     g )Nr@   )rg   rM   )num_gwsrE   ri   s      r   merge_all_gwsrm   o   s    1g! r   c                  r    [        [        [        R                  S   5      [        R                  S   5        g )Nr@      )rm   r   sysargv r   r   mainrs   s   s!    #chhqk"CHHQK0r   __main__)zdata/2025-26)r3   rp   r	   r   r   r/   r9   rM   rd   rj   rm   rs   __name__rr   r   r   <module>rv      sP    	 
 
(		*%N<"1
 zF r   