Ë
    0Ò^j‰G  ã                   ól  — d dl Z d dlZd dlmZmZmZmZmZ ddl­ ddl	mZ ddl	m
Z
 ej                  ZdZg d¢Zg d	¢Zd
diZd„ Zh d£Zd„ ZdZdZdZdZdZdZdZdZi d ee¬«      “d eddd¬«      “d eddgddde¬ «      “d! eddd"gdd¬#«      “d$ eddgdd¬#«      “d% eddd"gdde¬&«      “d' eddd"gdde¬&«      “d( eddd"gdde¬&«      “d) eddgdd¬#«      “d* eddgdd¬#«      “d+ eddg¬,«      “d- eddd.gde¬/«      “d0 eddd.gde¬/«      “d1 eddd.gde¬/«      “d2 eddd.gde¬/«      “d3 ed¬4«      “d5 eddgdd¬#«      “i d6 eddgdd¬#«      “d7 eddgdd¬#«      “d8 eddgdd¬#«      “d9 eddg¬,«      “d: eddd.gd¬;«      “d< eddg¬,«      “d= edd>¬?«      “d@ eddgdddA¬B«      “dC eddgdddA¬B«      “dD eddd"gdd¬#«      “dE eddddF¬G«      “dH eddd"gdd¬#«      “dI eddgdddJ¬B«      “dK edg dL¢¬M«      “dN eddd"gdd¬#«      “dO eddd"gdd¬#«      “dP eddd"gdd¬#«      “¥i d
 eddd"gdd¬#«      “dQ eddgdd¬#«      “dR eddg¬,«      “dS eddg¬,«      “dT edUg¬V«      “dW eddd"gdd¬#«      “dX eddY¬Z«      “d[ eddY¬Z«      “d\ eddY¬Z«      “d] eddgdd¬^«      “d_ eddd¬`«      “da eddgd¬;«      “db eddd"gdd¬^«      “dc eddd"gdd¬^«      “dd eddd"gdd¬^«      “de eddd"gdd¬^«      “df eddd"gdd¬^«      “¥i dg eddd"gdd¬^«      “dh eddd"gdd¬^«      “di eddd"gdd¬^«      “dj edd>¬?«      “dk eddgdddl¬m«      “dn eddgdddo¬m«      “dp eddd"gdd¬^«      “dq eddd"gdd¬#«      “dr eddd"gdsg¬t«      “du eddgdddl¬m«      “dv eddgdd¬#«      “dw eddgdd¬#«      “dx eddg¬,«      “dy eddd¬`«      “dz eddgd{d|g¬}«      “d~ eddgdd{ge¬«      “d€ eddg¬,«      “¥i d� eddg¬,«      “d‚ eddgddƒ¬„«      “d… edd†g¬‡«      “dˆ ed¬‰«      “dŠ eddgdd¬#«      “d‹ eddgdd¬#«      “dŒ eddgdd¬#«      “d� eddd¬`«      “dŽ eddgg d�¢¬}«      “d eddd"gdd¬#«      “d� eddgdd¬#«      “d‘ eddgdd¬#«      “d’ eddgdd¬#«      “d“ eddg¬,«      “d” eddgddd•e¬ «      “d– eddd"gdd¬^«      “d— eddd.gddd˜¬m«      “¥ eddgdd¬#«       eddgdde¬&«       ed¬4«       ed¬4«       ed¬4«       ed¬4«      d™œ¥Zej                  D ]l  Z eee«      Z ee
edšz   d«      Zere�  eee«      e«      Z neZ  e!e ejD                  «      s!ejG                  e eee«      «      Z$ e$e «      Z e  e%«       e<   Œn y)›é    N)Úis_cupyÚis_jaxÚscipy_namespace_forÚSCIPY_ARRAY_APIÚxp_capabilitiesé   )Ú*)Ú_signal_api)Ú_delegatorsÚsignal)	ÚfftconvolveÚconvolveÚ
convolve2dÚ	correlateÚcorrelate2dÚcsdÚdetrendÚistftÚwelch)Úabcd_normalizeÚbesselÚbesselapÚenvelopeÚ
get_windowÚ
lfilter_ziÚ
sosfilt_ziÚremezÚ	freqz_sosÚsosfreqzc                 ó   ‡ ‡— ˆ ˆfd„}|S )Nc                 óH   •‡ — t        j                  ‰ «      ˆˆ ˆfd„«       }|S )Nc                  óF  •— 	  ‰| i |¤Ž}t        |«      rz‰j                  t        vrht
        j                  ‰j                  ‰j                  «      }dd l}|j                  d‰› �«      }t        ||«      }|j                  dd «        || i |¤ŽS t        |«      rY‰j                  t        v rGt        |«      }t        |‰«      }	t        |	‰j                  «      }
|j                  dd «        |
| i |¤ŽS  ‰| i |¤ŽS # t         $ r ‰j                  dk(  rdd l}|}n‚ Y �Œw xY w)NÚtf2ssr   zcupyx.scipy.Úxp)Ú	TypeErrorÚ__name__Únumpyr   ÚCUPY_BLACKLISTÚCUPY_RENAMESÚgetÚ	importlibÚimport_moduleÚgetattrÚpopr   ÚJAX_SIGNAL_FUNCSr   )ÚargsÚkwdsr$   ÚnpÚ	func_namer+   Úcupyx_moduleÚ
cupyx_funcÚspxÚ
jax_moduleÚjax_funcÚ	delegatorÚfuncÚmodule_names              €€€úu/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/scipy/signal/_support_alternative_backends.pyÚwrapperz+delegate_xp.<locals>.inner.<locals>.wrapper#   s!  ø€ ðÙ Ð-¨Ñ-�ô �rŒ{˜tŸ}™}´NÑBÜ(×,Ñ,¨T¯]©]¸D¿M¹MÓJ�	ó !Ø(×6Ñ6¸ÀkÀ]Ð7SÓT�Ü$ \°9Ó=�
Ø—‘˜˜tÔ$Ù! 4Ð0¨4Ñ0Ð0Ü˜” §¡Ô1AÑ AÜ)¨"Ó-�Ü$ S¨+Ó6�
Ü" :¨t¯}©}Ó=�Ø—‘˜˜tÔ$Ù Ð.¨Ñ.Ð.ñ ˜TÐ* TÑ*Ð*øô5 ò à—=‘= GÒ+Û&Ø‘Bàò ð	ús   ƒC< Ã< D ÄD )Ú	functoolsÚwraps)r:   r=   r9   r;   s   ` €€r<   Úinnerzdelegate_xp.<locals>.inner"   s%   ù€ Ü	�‰˜Ó	õ	+ó 
ð	+ð< ˆó    © )r9   r;   r@   s   `` r<   Údelegate_xprC   !   s   ù€ õ ðB €LrA   >)   r   ÚcztÚbodeÚlsimÚstepÚchirpÚdbodeÚdlsimÚdstepr   Úss2tfr#   r   Úss2zpkÚzpk2ssÚfreqrespÚsawtoothÚsepfir2dÚzoom_fftÚ	argrelmaxÚ	argrelminÚ	coherenceÚ	dfreqrespÚ	iirdesignÚ
check_NOLAÚ
czt_pointsÚ
find_peaksÚ
gausspulseÚ
sweep_polyÚlombscargleÚmax_len_seqÚpeak_widthsÚperiodogramÚplace_polesÚsymiirorder1Úsymiirorder2Úunit_impulseÚargrelextremaÚband_stop_objÚfind_peaks_cwtÚpeak_prominencesc                 óB   — |�| t         v rt        d¬«      S t        «       S )NT©Únp_only)Úuntestedr   )r3   r9   s     r<   Úget_default_capabilitiesrm   v   s#   € ØÐ˜I¬Ñ1Ü tÔ,Ð,ÜÓÐrA   z*CuPy does not accept complex inputs.

    zªCuPy does not support inputs with ``ndim>1`` when ``method="auto"``
    but does support higher dimensional arrays for ``method="direct"``
    and ``method="fft"``.

    z0CuPy only supports ``padtype="constant"``.

    z>CuPy only supports ``mode="constant"`` and ``cval=0.0``.

    zoThe ``torch`` backend on GPU does not support the case where
    `wp` and `ws` specify a Bandstop filter.

    zLThe JAX backend only supports ``boundary="fill"`` and ``fillvalue=0``.

    z;The CuPy and JAX backends both support only 1d input.

    z|The result dtype when all array inputs are of integer dtype is the
    backend's current default floating point dtype.

    r   )Ú
extra_noter   TF)Úcpu_onlyÚjax_jitÚallow_dask_computeÚbilinearÚcupyzUses np.polynomial.Polynomial)ro   Ú
exceptionsrp   rq   Úreasonrn   Úbilinear_zpkÚtorch)ro   rt   rp   rq   ÚbutterÚbuttord)ro   rt   rp   rq   rn   Úcheb1ordÚcheb2ordÚcheby1Úcheby2Úcont2discrete)rk   rt   r   ú	jax.numpy)ro   rt   rq   rn   r   r   r   Úcorrelation_lags)Úout_of_scopeÚ	cspline1dÚcspline1d_evalÚ	cspline2dÚ
deconvolveÚdecimater   )ro   rt   rq   ÚdimpulseÚdltiz-works in CuPy but delegation isn't set up yet)rk   ru   Úellipzscipy.special.ellipk)ro   rt   rp   rq   ru   ÚellipordÚ	findfreqsÚfirlsÚlstsq)ro   rq   rp   ru   ÚfirwinÚfirwin2zfirwin uses np.interpr   )rs   r   rw   )ro   rt   ÚfreqsÚ	freqs_zpkÚfreqzÚgroup_delayÚinvresÚinvreszÚiircomb)r   Ú
inaccurate)Úxfail_backendsÚ	iirfilterÚkaiser_attenzscalars in, scalars out)r�   ru   Úkaiser_betaÚ	kaiserordÚlfilter)ro   rt   rq   rp   r   )ro   rq   rp   ÚlfilticÚlp2bpÚ	lp2bp_zpkÚlp2bsÚ	lp2bs_zpkÚlp2lpÚ	lp2lp_zpkÚlp2hpÚ	lp2hp_zpkÚltiÚmedfiltzuses scipy.ndimage.rank_filter)ro   rt   rq   rp   ru   Ú	medfilt2dzc extension moduleÚminimum_phaseÚ	normalizeÚ
oaconvolve)ú
dask.arrayzwrong answer)ro   rt   r˜   Úorder_filterÚ	qspline1dÚqspline1d_evalÚ	qspline2dr   Úresample)r­   zXXX something in dask)r   zXXX: immutable arrays)ro   rt   Úskip_backendsÚresample_poly)ro   rt   rp   r³   rn   ÚresidueÚresiduezÚsavgol_filterzconvolve1d is cpu-only)ro   rt   rp   ru   rP   )r­   zdask tests fail)rp   r³   rQ   rj   Úsos2zpkÚsos2tfÚsosfiltr   Úsosfiltfilt))r­   zLsosfiltfilt directly sets shape attributes on arrays which dask doesn't like)rw   znegative strides)r   zsosfilt works in-placeÚspline_filterÚtf2sosÚtf2zpkÚunique_rootsÚupfirdnzCython implementationÚvectorstrengthÚwienerzuses scipy.signal.correlate)Úzpk2sosÚzpk2tfÚspectrogramÚstftr   Ú
check_COLAÚ
_signature)&r>   ÚtypesÚscipy._lib._array_apir   r   r   r   r   r
   Ú r   Ú__all__ÚMODULE_NAMEr/   r(   r)   rC   rl   rm   Úbilinear_extra_noteÚuses_choose_conv_extra_noteÚresample_poly_extra_noteÚupfirdn_extra_noteÚxord_extra_noteÚconvolve2d_extra_noteÚzpk2tf_extra_noteÚabcd_normalize_extra_noteÚcapabilities_overridesÚobj_namer-   Úbare_objr9   ÚfÚ
isinstanceÚ
ModuleTyper*   ÚcapabilitiesÚvarsrB   rA   r<   ú<module>rÞ      sñ  ðÛ Û ÷õ ô Ý Ý Ø
×
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Ð ò€ð ˜ZÐ(€ò"òP*€òZðð ðð ðð ðð ðð ðð ðð ðð ðLØ‘oÐ1JÔKðLà‰o t°UÈtÔTðLð ‘¨¸6¸(Ø(-À$Ø'FØ+>ô@ðLð ‘O¨T¸vÀwÐ>OØ,1ÀdôLðLð ‰o t¸¸È%Ø15ô7ðLð ‰¨¸&À'Ð9JØ',ÀØ*9ô;ðLð ‘¨¸6À7Ð:KØ(-À$Ø+:ô<ðLð" ‘¨¸6À7Ð:KØ(-À$Ø+:ô<ð#Lð( ‰o t¸¸È%Ø15ô7ð)Lð. ‰o t¸¸È%Ø15ô7ð/Lð2 ‘_¨T¸v¸hÔGð3Lð4 ‘¨¸6À;Ð:OØ37Ø+FôHð5Lð: ‘/¨4¸VÀ[Ð<QØ59Ø-BôDð;Lð@ ‘¨$¸FÀKÐ;PØ48Ø,GôIðALðF ‘?¨D¸fÀkÐ=RØ6:Ø.CôEðGLðL ™°TÔ:ðMLðN ‘¨$¸F¸8Ø).À4ôIñOLðR ‘o¨tÀÀØ.3ÈôNðSLðV ‘¨$¸F¸8Ø).À4ôIðWLðZ ‘/¨4¸V¸HØ*/ÀDôJð[Lð^ ‘¨¸&¸ÔBð_Lð` ‰¨¸&À+Ð9NØ26ô8ðaLðd ‘¨¸&¸ÔBðeLðf ‰O DØ#RôTðgLðj ‰_ d¸°xÈØ04Ø$:ô<ðkLðp ‘¨¸6¸(Ø(-À$Ø'=ô?ðqLðv ‘¨$¸FÀGÐ;LØ).À4ôIðwLðz ‰_ d¸tÈUØ$+ô-ð{Lð~ ‰o t¸ÀÐ8IØ&+ÀôFðLðB ‰¨¸&¸Ø',ÀØ&=ô?ðCLðH ‘?¨DÚ.LôNðILðL ‰_ d¸ÀÐ7HØ%*¸tôEðMLðP ‘¨$¸FÀGÐ;LØ).À4ôIðQLðT ‰_ d¸ÀÐ7HØ%*¸tôEòULðX ‘¨$¸FÀGÐ;LØ).À4ôIðYLð\ ‘?¨D¸f¸XØ+0ÀTôKð]Lð` ‰o d¸°xÔ@ðaLðb ‰ t¸¸ÔAðcLðd ‰Ð/JÐ.KÔLðeLðf ‘¨$¸FÀGÐ;LØ).À4ôIðgLðj ‘OØÐ";ôðkLðp ‘?°Ð=VÔWðqLðr ‘¨dÐ;TÔUðsLðt ‰¨¸&¸Ø26ÀôGðuLðx ‘/¨4ÀDØ*/ô1ðyLð| ‰¨¸&¸Ø26ô8ð}Lð@ ‰_ d¸ÀÐ7HØ04¸eôEðALðD ‘¨$¸FÀGÐ;LØ48À%ôIðELðH ‰_ d¸ÀÐ7HØ04¸eôEðILðL ‘¨$¸FÀGÐ;LØ48À%ôIðMLðP ‰_ d¸ÀÐ7HØ04¸eôEòQLðT ‘¨$¸FÀGÐ;LØ48À%ôIðULðX ‰_ d¸ÀÐ7HØ04¸eôEðYLð\ ‘¨$¸FÀGÐ;LØ48À%ôIð]Lð` 
‰? 4Ø#RôTðaLðd ‰¨¸&¸Ø26ÀØ&FôHðeLðj ‘¨$¸F¸8Ø48À%Ø(<ô>ðkLðp ‘_¨dÀÈÐ?PØ8<ÀeôMðqLðt ‘¨$¸FÀGÐ;LØ).À4ôIðuLðx ‘/Ø 6¨7Ð"3Ø6Ð7ôðyLð@ ‘O¨T¸v¸hØ7;ÀUØ+KôMðALðF ‘¨$¸F¸8Ø).À4ôIðGLðJ ‘o¨tÀÀØ.3ÈôNðKLðN ‘¨¸6¸(ÔCðOLðP ‰_ d¸tÈUÔSðQLðR ‘Ø 6 (à3Ø2ð
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