o NiE@sdZddlmZddlmZddlmZddlZddlZddlmm Z ddl m m Z ddlmZdZdZdZd Zd Zd Zd Zd ZdZGdddejjZdS)zs   zPlaces365Small._infoc Cs|tjtttjtttjttd}|tjtt }t j j d| |ddtj|ddddt j j d| |ddtj|d dddt j j d | |d d tj|d d ddgS) N)traintest validationr"data_256zplaces365_train_standard.txt)archive path_prefixannotation_path split_name)name gen_kwargsr#test_256zplaces365_test.txtr$val_256zplaces365_val.txt)downloadurllibparseurljoin _BASE_URL _TRAIN_URL _TEST_URL _VALID_URLdownload_and_extract_FILE_ANNOTATION_URLrrSplitGenerator iter_archiveospathjoin)r dl_manageroutput_archivesr(rrr _split_generatorsKsF          z Places365Small._split_generatorsc cstjj|%}|dkrddtj|ddD}n ddtj|ddD}Wdn1s0wY|D]1\}}|dd}||sHJ|d krPt|nt|d } || d} || } ||| d fVq7dS) Nr#cSsi|]}|ddqS)rr.0xrrr sz5Places365Small._generate_examples.. ) delimitercSsi|] }|dt|dqS)r)intrArrr rDs\/r"rGr ) tfiogfileGFilecsvreaderreplace startswithlen) rr&r'r)r(f file_to_classfnamefobjchopkeyclass_idrrr _generate_exampless   z!Places365Small._generate_examplesN) __name__ __module__ __qualname____doc__rrVersionVERSIONr!r?r[rrrr r9s   4r)r_ __future__rrrrOr:six.moves.urllibmovesr/tensorflow.compat.v2compatv2rKtensorflow_datasets.public_api public_apirr2r3r4r5r7rrrrrGeneratorBasedBuilderrrrrr s(