i ddlmZmZmZmZmZmZmZmZm Z ddl m Z ddl m Z ddlmZmZmZddlmZmZeeeeefZeZeeZeZe j2diddfd eeefd ed ed e eeffd Zde eefdeded eeeffdZe j2d dddd eeeeefeeeffd edeed e eeffdZde eefdeded eeeffdZ y)) AnyCallableDictHashableOptionalSequenceTupleUnioncast)registry)Model)DTypesInts1dInts2d) is_xp_arrayto_numpyz remap_ids.v1i mapping_tabledefaultdtypereturnc.tdt|||dS)a Remap string or integer inputs using a mapping table, usually as a preprocess before embeddings. The mapping table can be passed in on input, or updated after the layer has been created. The mapping table is stored in the "mapping_table" attribute. remap_ids)rrrattrs)rforward)rrrs g/var/www/vps2.regionflexible.com/Desarrollo/venv/lib/python3.12/site-packages/thinc/layers/remap_ids.pyrrs!  -'R modelinputsis_trainc@|jd}|jd}|jd}|Dcgc]}|j||}}|jj||}|jj |dd} dt dt fd } | | fScc}w) NrrrrdYrcgSN)r's rbackpropzforward..backprop)s r)rgetops asarray2i reshape2iOutT_v1InT) r r!r"tablerrxvaluesarroutputr+s rrrs KK (Ekk)$G KK E-3 4eii7# 4F 4 ))  fE  2C YY b! ,FW 8 5sBz remap_ids.v2N)columnr7c.tdt|||dS)aRemap string or integer inputs using a mapping table, usually as a preprocessing step before embeddings. The mapping table can be passed in on input, or updated after the layer has been created. The mapping table is stored in the "mapping_table" attribute. Two dimensional arrays can be provided as input in which case the 'column' chooses which column to process. This is useful to work together with FeatureExtractor in spaCy. rrrr7r)r forward_v2r9s r remap_ids_v2r;/s!  -'VT rc jd}| tdjd}jd}t|r1d |!tt t |dd|f}nt|}nd |}|Dcgc]}|j ||}}jj|d} jj| d d } d td tf fd } | | fScc}w)Nrz'mapping table' not setrr7TFrr$r%r&r'rcjr/jjj|jSgSr))r-xpemptyshape)r'r xp_inputs rr+zforward_v2..backprop[s( 99<<%%bhh/ /Ir) r ValueErrorrrr rr,r-r.r/OutTr1) r r!r"r2rr7idxr3r4r5r6r+rAs ` @rr:r:Fs KK (E }233kk)$G [[ "F6  4/6 :;C6"C-0 1eii7# 1F 1 ))  fC  0C YY b! ,FTc 8 2sC-)Nr)!typingrrrrrrr r r configr r rtypesrrrutilrrr1rCInT_v1r0layersintrboolrstrr;r:r*rrrNsXXX**( HX  ./  #  $&q# S> 14 AG  67? !    ! +1 =A  4>   EI! E$sCx.$sCx."@AB  SM   39 !, d %(48 4>r