o pi&@sdZddlZddlZddlmZddlmZmZddlZ ddl m Z m Z ddl mZddlmZmZmZzddlZddlmZd ZWn eyMd ZYnwd d Zd dZGdddZGdddZGdddZGdddZGdddZdS)z Data loadersN)Path)AnyText) AnnotationTimeline) ProtocolFile)load_lab load_rttmload_uemSegLSTTFcCsBt|dd }|}Wdn1swYdd|DS)zLoad LST file LST files provide a list of URIs (one line per URI) Parameter --------- file_lst : `str` Path to LST file. Returns ------- uris : `list` List or uris r)modeNcSsg|]}|qS)strip).0linerrL/home/ubuntu/.local/lib/python3.10/site-packages/pyannote/database/loader.py Gszload_lst..)open readlines)file_lstfplinesrrrload_lst5s rccs>tj|dgdd}|D] \}}}}|||dVqdS)zLoad trial file Trial files provide a list of two URIs and their reference Parameter --------- file_trial : `str` Path to trial file. Returns ------- list_trial : `list` List of trial \s+) referenceuri1uri2)sepnamesN)pd read_table itertuples) file_trialtrials_rrrrrr load_trialJs r'c:eZdZdZd deffdd Zdedefdd ZZ S) RTTMLoaderzRTTM loader Can be used as a preprocessor. Parameters ---------- path : str Path to RTTM file with optional ProtocolFile key placeholders (e.g. "/path/to/{database}/{subset}/{uri}.rttm") Npathcftt||_tt|j\}}}}t|tdg|_ |j r+t |_ dSt |j|_ dSN) super__init__strr*zipstring Formatterparseset placeholders_dictr loaded_selfr*r& placeholders __class__rrr.l  "zRTTMLoader.__init__filereturncd}||jvr|j|Sfdd|jD}t|jjdi|}||vr.t|d||<d|jvr7||S|j||j|S)Nurici|]}||qSrrrkeyr>rr {z'RTTMLoader.__call__..rAr)r7r5r r*formatrupdater9r>rAsub_fileloadedrrEr__call__u     zRTTMLoader.__call__r, __name__ __module__ __qualname____doc__rr.rrrN __classcell__rrr;rr)`  r)csBeZdZdZd deeBdBffdd Zdeddfd d ZZ S) STMLoaderzSTM loader Parameters ---------- path : str Path to STM file with optional AudioFile key placeholders (e.g. "/path/to/{database}/{subset}/{uri}.stm") Nr*cstt||_tt|j\}}}}t|tdg|_ |j r+t |_ dSt rMt jj|jddtddD}fdd|D|_ dStdt |_ dS)NstmrIcs|]}|dVqdS session_idNrrsrrr z%STMLoader.__init__..c$i|]tfddDqS)cg|] }|dkr|qSr\rr]rcrrrz1STMLoader.__init__...r rseglstrcrrFz&STMLoader.__init__..6MeetEval is not available, STM files cannot be loaded.)r-r.r/r*r0r1r2r3r4r5r6r7MEETEVAL_IS_AVAILABLEmeetevalioload to_seglstwarningswarn)r9r*r&r: session_idsr;rfrr.s     zSTMLoader.__init__r>r?r csd}||jvr|j|Sfdd|jD}tr>tjj|jjd i|ddt ddD}fdd|D}nt d t }||vrWtrSt g||<nd||<d|jvr`||S|j||j|S) NrAcrBrrrCrErrrFrGz&STMLoader.__call__..rXrYcsrZr[rr]rrrr_r`z%STMLoader.__call__..cra)crbrcrr]rcrrrrdz1STMLoader.__call__...r rerfrcrrFrhrir)r7r5rjrkrlrmr*rIrnr4rorpr6r rJ)r9r>rArLrqrMr)r>rgrrNs0       zSTMLoader.__call__r,) rQrRrSrTr/rr.rrNrUrrr;rrWs rWcr() UEMLoaderzUEM loader Can be used as a preprocessor. Parameters ---------- path : str Path to UEM file with optional ProtocolFile key placeholders (e.g. "/path/to/{database}/{subset}/{uri}.uem") Nr*cr+r,) r-r.r/r*r0r1r2r3r4r5r6r r7r8r;rrr.r=zUEMLoader.__init__r>r?cr@)NrAcrBrrrCrErrrFrGz&UEMLoader.__call__..rHr)r7r5r r*rIrrJrKrrErrNrOzUEMLoader.__call__r,) rQrRrSrTrr.rrrNrUrrr;rrrrVrrcr() LABLoaderabLAB loader Parameters ---------- path : str Path to LAB file with mandatory {uri} placeholder. (e.g. "/path/to/{uri}.lab") each .lab file contains the segments for a single audio file, in the following format: start end label ex. 0.0 12.3456 sing 12.3456 15.0 nosing ... Nr*csZtt||_tt|j\}}}}t|tdg|_ d|j vr+t ddS)NrAz*`path` must contain the {uri} placeholder.) r-r.r/r*r0r1r2r3r4r5 ValueErrorr8r;rrr.s   zLABLoader.__init__r>r?cs6d}fdd|jD}t|jjdi||dS)NrAcrBrrrCrErrrF!rGz&LABLoader.__call__..rHr)r5rr*rI)r9r>rArLrrErrNszLABLoader.__call__r,rPrrr;rrss rsc@s0eZdZdZdefddZdedefddZd S) MAPLoadera}Mapping loader For generic files with format : {uri} {value} Exemples : duration.map : filename1 60.0 filename2 123.450 filename3 32.400 domain.map : filename1 radio filename2 radio filename3 phone Parameter --------- map : Path Path to mapping file mappingcCs||_ddg}dti}tj|||dd|_|jjd|_|jdgr=t d|t |j|jjdgddt |j d|_dS)NrAvaluer)r dtyperz&Found following duplicate key in file F)keep) rvr/r!read_csvdata_dtypesrx duplicatedanyprintrtgroupby)r9rvr rxrrrr.?szMAPLoader.__init__ current_filer?cCsJ|d}z |j|j}W|Sty$d|d|j}t|w)NrAzCouldn't find mapping for z in )r{ get_grouprwitemKeyErrorrv)r9rrArwmsgrrrrNRs zMAPLoader.__call__N) rQrRrSrTrr.rrrNrrrrru%sru) rTr1ropathlibrtypingrrpandasr! pyannote.corerr#pyannote.database.protocol.protocolrpyannote.database.utilrr r meeteval.iorkmeeteval.io.seglstr rj ImportErrorrr'r)rWrrrsrurrrrs.    ,J,#