o i @svddlmZmZmZmZmZmZmZmZm Z ddl m Z ddl m Z ddlmZmZmZddlmZmZeeeeefZeZeeZeZe diddfd eeefd ed ed e eeffd dZde eefdeded eeeffddZe d  dddd eeeeefeeeffd edeed e eeffddZde eefdeded eeeffddZ dS)) AnyCallableDictHashableOptionalSequenceTupleUnioncast)registry)Model)DTypesInts1dInts2d) is_xp_arrayto_numpyz remap_ids.v1i mapping_tabledefaultdtypereturncCstdt|||ddS)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)r forward)rrrrJ/home/ubuntu/.local/lib/python3.10/site-packages/thinc/layers/remap_ids.pyrs   rmodelinputsis_traincsl|jd|jd|jd}fdd|D}|jj||d}|j|dd}d td tfd d }||fS) Nrrrcg|]}|qSrget.0xrtablerr %zforward..rdYrcSsgSNrr.rrrbackprop)szforward..backprop)rops asarray2i reshape2iOutT_v1InT)rrr rvaluesarroutputr1rr'rrs   rz remap_ids.v2N)columnr:cCstdt|||ddS)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. rrrr:r)r forward_v2r;rrr remap_ids_v2/s  r=c sjddur tdjdjd}t|r4d|dur/ttt|dd|f}n t|}nd|}fdd|D}jj|d d }j|d d }d t dt ffdd }||fS)Nrz'mapping table' not setrr:TFcr!rr"r$r'rrr)Wr*zforward_v2..rr+r,r-r.rcsr jj|jSgSr/)r2xpemptyshaper0)rxp_inputrrr1[szforward_v2..backprop) r ValueErrorrrr rr2r3r4OutTr6) rrr r:idxr7r8r9r1r)rrr(rArr<Fs"    r<)Nr)!typingrrrrrrrr r configr rr typesrrrutilrrr6rCInT_v1r5layersintrboolrstrr=r<rrrrsh,