
    \ciG                        d dl Z d dlZd dlmZmZmZmZmZ ddlT 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i 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,          d- eddd+gde,          d. eddd+gde,          d/ eddd+gde,          d0 ed1          d2 eddgdd           d3 eddgdd           i d4 eddgdd           d5 eddg)          d6 eddgdd7g8          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dAB          dC eddgdddAB          dD eddddEF          dG edddgdd           dH eddgdddIB          dJ eddd+gK          dL edddgdd           dM edddgdd           dN edddgdd           d
 edddgdd           i dO eddgdd           dP edddgd7gQ          dR edddgd7gQ          dS eddg)          dT eddg)          dU edVgW          dX edddgdd           dY eddZ[          d\ eddZ[          d] eddZ[          d^ eddgdd_          d` eddda          db eddgd;          dc edddgdddg8          de edddgdd_          df edddgdddg8          dg edddgdd_          i dh edddgdd_          di edddgdd_          dj edddgdddg8          dk edddgdd_          dl edd>?          dm eddgdddno          dp eddgdddqo          dr edddgdd_          ds edddgdd           dt edddgdugdvgw          dx eddgdddno          dy eddgdd           dz eddgdd           d{ eddg)          d| eddda          d} eddgd~dgQ          d eddgdd~ge          i d eddg)          d eddg)          d eddgdd          d ed          d eddgdd           d eddgdd           d eddgd;          d eddgg dQ          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de          d edddgdd_          d eddd+gdddo          d eddgdd            eddgdde#           ed1           ed1           ed1           ed1          dZej        D ]Z eee          Z ee
edz   d          Zere  eee          e          ZneZ e eej!                  s+e"                    e eee                    Z# e#e          Ze e$            e<   dS )    N)is_cupyis_jaxscipy_namespace_forSCIPY_ARRAY_APIxp_capabilities   )*)_signal_api)_delegatorssignal)	fftconvolveconvolve
convolve2d	correlatecorrelate2dcsddetrendistftwelch)
lfilter_zi
sosfilt_zi
get_windowbesselapenveloperemezbessel	freqz_sossosfreqzc                       fd}|S )Nc                 L     t          j                    fd            }|S )Nc                  d   	  | i |}n## t           $ r j        dk    rdd l}|}n Y nw xY wt          |          r}j        t          vrot
                              j        j                  }dd l}|                    d           }t          ||          }|
                    dd             || i |S t          |          r`j        t          v rRt          |          }t          |          }	t          |	j                  }
|
                    dd             |
| i |S  | i |S )Ntf2ssr   zcupyx.scipy.xp)	TypeError__name__numpyr   CUPY_BLACKLISTCUPY_RENAMESget	importlibimport_modulegetattrpopr   JAX_SIGNAL_FUNCSr   )argskwdsr#   np	func_namer*   cupyx_module
cupyx_funcspx
jax_modulejax_func	delegatorfuncmodule_names              z/var/www/html/mdtn/previsions/meteo_cartes/venv/lib/python3.11/site-packages/scipy/signal/_support_alternative_backends.pywrapperz+delegate_xp.<locals>.inner.<locals>.wrapper"   s   Y---   =G++&&&&BB B	 r{{ +t}NBB(,,T]DMJJ	 !   (667Sk7S7STT$\9==
t$$$!z404000 +1A A A)"--$S+66
":t}==t$$$x.... tT*T***s    ,,)	functoolswraps)r9   r<   r8   r:   s   ` r;   innerzdelegate_xp.<locals>.inner!   sC    				+ 	+ 	+ 	+ 	+ 	+ 
		+<      )r8   r:   r?   s   `` r;   delegate_xprB       s*               B Lr@   >'   r   lsimstepchirpdbodedlsimdstepss2tfr"   r   squaress2zpkzpk2ssfreqrespsawtoothsepfir2dzoom_fft	argrelmax	argrelmin	coherence	dfreqresp	findfreqs
check_NOLA
czt_points
find_peaks
gausspulse
place_pols
sweep_polylombscarglemax_len_seqpeak_widthsperiodogramsymiirorder1symiirorder2unit_impulseargrelextremaband_stop_objfind_peaks_cwtpeak_prominencesc                 T    |	| t           v rt          d          S t                      S )NTnp_only)untestedr   )r2   r8   s     r;   get_default_capabilitiesrk   s   s/    I11t,,,,r@   z*CuPy does not accept complex inputs.

    zCuPy 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.

    r   TF)cpu_onlyjax_jitallow_dask_computebilinearcupyzUses np.polynomial.Polynomial)rl   
exceptionsrm   rn   reason
extra_notebilinear_zpktorch)rl   rq   rm   rn   butterbuttord)rl   rq   rm   rn   rs   cheb1ordcheb2ordcheby1cheby2cont2discrete)ri   rq   r   	jax.numpy)rl   rq   rn   rs   r   r   r   correlation_lags)out_of_scope	cspline1dcspline1d_eval	cspline2dczt
deconvolve)r}   zitem assignment)rl   rq   rn   skip_backendsdecimater   )rl   rq   rn   dimpulsedltiz-works in CuPy but delegation isn't set up yet)ri   rr   ellipzscipy.special.ellipk)rl   rq   rm   rn   rr   ellipordfirlslstsq)rl   rn   rm   rr   firwinfirwin2zfirwin uses np.interpr   )rl   rq   freqs	freqs_zpkfreqzgroup_delayhilbert)rl   rq   r   hilbert2invresinvresziircomb)r}   
inaccurate)xfail_backends	iirfilterkaiser_attenzscalars in, scalars out)r   rr   kaiser_beta	kaiserordlfilter)rl   rq   rn   rm   r   )rl   rn   rm   lfilticlp2bp)r}   zin-place item assignment	lp2bp_zpklp2bs	lp2bs_zpklp2lp	lp2lp_zpklp2hp	lp2hp_zpkltimedfiltzuses scipy.ndimage.rank_filter)rl   rq   rn   rm   rr   	medfilt2dzc extension moduleminimum_phase	normalize
oaconvolve)r}   zfails all around)
dask.arrayzwrong answer)rl   rq   r   r   order_filter	qspline1dqspline1d_eval	qspline2dr   resample)r   zXXX something in dask)r}   zXXX: immutable arraysresample_poly)rl   rq   rm   r   rs   residueresiduezsavgol_filterzconvolve1d is cpu-only)rl   rq   rm   rr   rO   rh   sos2zpksos2tfsosfiltsosfiltfilt))r   zLsosfiltfilt directly sets shape attributes on arrays which dask doesn't like)ru   znegative strides)r}   zsosfilt works in-placespline_filtertf2sostf2zpkunique_rootsupfirdnzCython implementationvectorstrengthwienerzuses scipy.signal.correlatezpk2sos)zpk2tfspectrogramstftr   
check_COLA
_signature)%r=   typesscipy._lib._array_apir   r   r   r   r   r
    r   __all__MODULE_NAMEr.   r'   r(   rB   rj   rk   bilinear_extra_noteuses_choose_conv_extra_noteresample_poly_extra_noteupfirdn_extra_notexord_extra_noteconvolve2d_extra_notezpk2tf_extra_notecapabilities_overridesobj_namer,   bare_objr8   f
isinstance
ModuleTyper)   capabilitiesvarsrA   r@   r;   <module>r      sJ                                    

 
     
 Z(" " "P( ( (V         
RootUtTTTR6((-$'F+>@ @ @R OOTvw>O,1dL L LR oot%157 7 7R &'9J',*9; ; ;R 67:K(-$+:< < <R  67:K(-$+:< < <!R& oot%157 7 7'R, oot%157 7 7-R0 __TvhGGG1R2 6;:O37+FH H H3R8 //4V[<Q59-BD D D9R> $FK;P48,GI I I?RD ??Dfk=R6:.CE E EERJ T:::KRL $F8).4I I IMRP oot.3N N NQR RT $F8).4I I IURX 
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??4#RT T TsRv &26&FH H HwR| $F848%(<> > >}RB __d?P8<eM M MCRF $FG;L).4I I IGRJ //67"38967  KRT OOTvh7;U+KM M MURZ $F8).4I I I[R^ oot.3N N N_Rb 6(CCCcRd __dtUSSSeRf 6(32
  gRt __6(&M%N+  uR R R~ tAAAR@ &BBBARB __dx-2,DF F FCRH ---IRJ &5268 8 8KRN oot%157 7 7ORR &268 8 8SRV ??6(
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  WRn 67:K(-$H H HoRr __dx-2tM M MsRv oot%157 7 7wRz oot%157 7 7{R~ OODfXFFFR@ &526&=*<> > >ARH oot@Q9=uN N NIRL oot8M15u%BD D DMRR &5268 8 8SR RV ot%15):< < < #?555O..._$///!/t444cR R R l #  Hw{H--HX%<dCCI 90/KK	;//99:a)** -11..xCC
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