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dataflow_metr:[63,64,128],dataflow_runn:[63,64,71,128],dataflowapplicationcli:65,dataflowmetr:65,dataflowpipelineresult:[65,66],dataflowrunn:[64,65,66,70,71],dataset:21,datastor:[12,20,128],datastore_pb2:27,datastoreio:[12,20,22,23,128],datatyp:21,datetim:104,deal:[34,103],debug:[109,115],debugopt:[47,48],dec:45,decid:[13,34,39,81],decod:[1,4,21,39,40,69],decode_from_byt:4,decodeandemitdofn:69,decomposit:34,decompress:[16,17,34],decor:[1,4,21,99,103,105,111,119,124,126,128],decreas:34,decrement:45,deduc:115,dedupl:[32,109],def:[4,47,105,112,119],default_desired_bundle_s:[13,39],default_label:[103,105],default_output_cod:[14,34],default_runn:47,default_type_hint:[80,103,112],default_valu:[49,62],default_window_mapping_fn:106,defaultrootbundleprovid:82,defaulttrigg:108,defin:[1,4,12,13,16,17,19,21,25,27,34,44,47,63,68,99,103,104,105,110,111,112,114,117],definit:34,deflat:13,delai:[24,108,124],deleg:36,delegatingcount:44,delegatingdistribut:44,delegatinggaug:44,delet:[17,19,21,25,30,31,33,35],delete_attr:114,delete_batch:31,delete_fast:114,delete_glob:114,delete_slice_0:114,delete_slice_1:114,delete_slice_2:114,delete_slice_3:114,deletefromdatastor:25,delimit:39,deliv:[32,78],demand:122,demarc:68,depend:[18,34,43,104,120],dependent_real_tim:107,deprec:[34,68,119],depth:[50,115],deriv:[28,105,110],descend:[101,105],describ:[21,34,38,47,54,62,68,103,105],describe_mismatch:96,describe_to:96,descript:[1,10,34,48,66,68,96,103],deserialize_windowing_strategi:66,design:[50,109],desir:[13,21,28,34,39,103],desired_bundle_s:[13,14,16,34,39],desired_num_offsets_per_split:37,dest:31,destin:[17,19,30,33,35],destination_file_nam:[17,19,30,33,35],detail:[4,16,25,34,39,48,50,64,72,81,103,105,106,112],detect:[16,34,39,40,41,103],detect_compression_typ:17,determin:[17,24,34,39,41,50,81,103,108,110],determinist:[1,4],develop:[16,25,32,48,104,128],dialect:21,dict:[9,21,41,62,93,102,104,109,117],dict_obj:91,dict_to_struct:91,dictionari:[4,9,11,13,21,40,47,82,103,104,113],did:38,differ:[1,16,21,34,38,50,54,68,124],dill:[1,10],dillcod:1,direct:[63,86,103,128],direct_metr:[63,72,128],direct_runn:[63,72,128],direct_runner_use_stacked_bundl:73,directli:[21,34,45,62,103,106],directmetr:76,directopt:47,directori:[17,19,30,31,33,34,35,50,99],directpipelineresult:77,directrunn:[47,50,76,77,78,81,83,97],directrunneropt:73,directstepcontext:78,directunmergedst:78,dirti:43,dis:114,disable_run_time_type_check:112,discard:108,discuss:24,disk:[21,35],displai:[34,44,47,68,101,103,105,128],display_data:[13,15,16,21,25,34,47,103,104],display_data_dict:104,displaydata:104,displaydataitem:104,disposit:21,distinct:50,distinguish:62,distribut:[33,43,44,45,103],distributionresult:43,divid:[82,110],do_fn:94,doc:[25,47,48,114],dockerrpcmanag:90,docstr:109,document:[16,34,47,81,103,108,114],doe:[21,34,39,50,80,93,104,122],doesn:27,dofn:[4,21,25,34,62,69,80,81,94,103,104,105,116],dofninvok:81,dofnparam:103,dofnrunn:103,domain:107,don:80,done:[21,33,34,50,78,93,94,96,110],donwstream:109,dooutputstupl:103,doubl:[29,124],down:34,download:18,downloaderstream:18,downstream:[34,109],drain:93,drop:[24,104],drop_default:47,drop_if_default:104,drop_if_non:104,duck:4,due:[10,34],dump:10,dump_sess:10,dup_top:114,dup_topx:114,duplic:32,durat:[66,93,98,104,110,125],dure:[5,11,13,16,18,21,31,32,39,40,41,44,45,47,53,98,103,115,124],dynam:[16,25,34,38,49,50],dynamic_split_request:68,dynamicsplitrequest:68,dynamicsplitresult:68,dynamicsplitresultwithposit:68,e2e:71,each:[1,13,21,24,27,34,38,39,40,41,50,75,94,98,102,103,104,109,110,112,114,117],earli:[21,108,128],earliest:110,easi:103,easier:17,ec_point:112,edg:50,effect:[18,105,109],effici:[1,4,16,34,91,103],effort:32,either:[15,17,18,21,27,34,38,41,50,81,83,97,105,112,113,117],elem:34,elem_cod:1,element:[1,4,21,27,34,38,39,43,62,69,80,81,83,84,94,98,102,103,104,108,109,110,115,116],element_and_restrict:94,element_cod:94,element_typ:[62,115],elementandrestrict:[81,94],elementev:98,elementparam:103,els:[68,112],elsewher:68,emb:10,emit:[54,62,69,98,108,109],empti:[16,21,34,62,78,82,103,108],emptysideinput:62,enable_run_time_type_check:112,enable_trac:10,encapsul:68,encod:[1,3,4,9,10,15,21,34,39,40,68,69,126],encode_to_byt:4,encoded_:15,encoded_kei:83,encoded_str:66,encoded_table_row:21,encoded_valu:[15,69],encount:18,end:[13,14,17,18,34,36,39,40,41,47,48,68,80,81,96,98,108,110],end_cursor:26,endpoint:53,endpoint_pattern:48,endpoints_pb2_grpc:[51,52,128],enforc:112,engin:[31,34],ensur:[25,34],entail:21,enter_composite_transform:116,entir:[21,25,34,62,66,68,77,87,93,100,103,110],entiti:[25,26,27],entri:[1,29,54,62],enumer:61,environ:81,eof:[17,18],epoch:[24,74,110,125],equal:[18,25,34,38,47,104,109],equal_to:[97,100],equival:[17,34,38,105,109],err_invalid_gcs_bucket:48,err_invalid_gcs_object:48,err_invalid_gcs_path:48,err_invalid_job_nam:48,err_invalid_not_posit:48,err_invalid_project_id:48,err_invalid_project_numb:48,err_invalid_test_matcher_typ:48,err_invalid_test_matcher_unpickl:48,err_missing_gcs_path:48,err_missing_opt:48,error:[1,18,21,33,34,48,53,96,103,110,112,115,116,124,128],error_messag:1,especi:[110,125],essenti:[47,103],estim:[1,25,34,68],estimate_s:[1,14,16,34],etc:[25,34,44,93,105,128],evalu:[11,73,78,79,81,82,83,108,125],evaluation_context:[63,72,79,82,128],evaluationcontext:78,even:[16,27,34,112,124],event:[34,98,108,110],event_count:21,everi:[4,21,34,38,50,66,93,124],everyth:[17,19,30,35,110],evolv:31,exact:103,exactli:[1,25,34,47,50,62,108],exampl:[1,4,13,16,21,34,38,41,68,82,97,103,104,105,110,112,119,125,126,128],exce:31,exceed:27,except:[5,8,27,31,34,96,103,112,115,124],excess:21,exclus:[18,34],exec_stmt:114,execut:[1,11,21,32,34,44,45,47,48,50,53,55,62,63,64,66,71,72,77,78,79,81,82,87,88,93,97,98,103,105,109,115,128],executor:[63,72,82,128],executor_servic:78,exhaust:38,exist:[13,16,17,19,21,30,31,32,33,34,35,39,40,41,97,103],existing_keyed_st:78,exp_multipli:119,expand:[13,21,25,32,34,39,40,41,69,80,81,94,98,102,103,105,109],expans:103,expect:[1,15,21,33,36,38,47,50,96,97,100,126,128],expected_checksum:96,expected_item:38,expected_outcom:38,expected_st:96,expectedsplitoutcom:38,experiment:[33,34,44,63,105,108,109,119,120,128],explain:34,explod:94,explodewindowsfn:94,exponenti:124,expos:[21,29,45],extend:[15,34,48,96,120],extens:[13,16,34,39,40,41],extent:103,extern:[34,103,128],extra:[96,97],extra_messag:119,extra_opt:97,extra_typ:[9,21],extract:[50,75,84],extract_all_tim:[78,84],extract_commit:76,extract_latest_attempt:76,extract_output:[103,116],extrem:102,face:44,factor:124,factori:73,fail:[17,19,21,27,30,31,34,35,38,41,93,115],failur:[27,34],fake:26,fake_datastor:[12,20,22,23,128],fake_run_queri:26,fall:[1,34],fallback:4,fallback_cod:1,fals:[3,9,16,17,21,26,34,41,47,50,66,97,100,103,104,108,114,115,122,124],famili:38,far:[68,113],fast:1,fastcod:1,faster:4,fastprimitivescod:[1,98],fault:34,favorite_color:13,favorite_numb:13,fetch:[17,18,19,25,27,30,35,96],fetch_ent:27,feth:25,few:[38,105],field1:21,field2:21,field3:21,field:[13,21,27,34,41,100,104],field_count:41,file:[13,15,16,17,18,19,21,30,31,33,34,35,39,40,41,43,44,45,50,96,99,100,128],file_copy_fn:122,file_handl:15,file_nam:[16,41],file_name_suffix:[13,15,39,40],file_path:[10,17,39,40,41,96],file_path_prefix:[13,15,39,40],file_pattern:[13,16,39,40,41],filebasedsink:[12,34,96,128],filebasedsourc:[12,39,128],filechecksummatch:96,filemetadata:17,filenam:[13,31,39,40,99],fileobj:17,filesystem:[12,13,18,30,33,34,35,120,128],filesystemio:[12,128],fill:104,filter:[25,27,41,44,65,76,96,103,119,124],finalize_writ:[15,34],find:[5,17,19,30,35,102,109,124],finish:[18,26,66,93,108,122],finish_bundl:[80,103,116],finishcombin:80,finit:[34,110],fire:[83,84,108],fired_tim:79,first:[4,10,17,19,30,33,34,35,38,41,50,53,55,103,105,109,114,117,124,128],fix:[1,103,109,110],fixed_cost:109,fixedsizeglob:102,fixedsizeperkei:102,fixedwindow:110,flag:[13,16,17,19,30,35,39,40,41,47],flat:109,flatmap:[10,62,103,105,128],flatten:[14,21,103],flatten_input_visitor:66,flatten_result:21,flavor:119,floatcod:1,flush:[17,80],fn_paramet:110,fn_proto:126,fn_to_execut:11,fnapirunn:77,fold:103,follow:[13,21,27,34,38,39,40,81,97,103,110,112,117,119,122],foo:[1,112,126],foo_from_proto:[1,126],foopayload:[1,126],footer:15,footprint:93,for_input_typ:103,forc:[62,94],form:[13,18,21,31,32,33,53,62,109,110,112],formal:112,format:[15,21,34,38,41,48],former:62,formula:[24,109,110],forward:82,found:97,frac:14,fraction:[14,34,36,38,68,124],fraction_consum:[14,34,36],fraction_to_posit:36,frame:[114,115],framest:[114,115],framework:[4,16,21,34,68],fresh:103,from:[1,4,8,13,15,16,17,18,19,21,25,27,28,30,31,32,34,35,36,38,39,40,41,47,48,50,55,62,66,68,75,87,93,96,97,99,103,104,105,108,109,110,112,124,126,128],from_cal:103,from_dictionari:47,from_json_valu:9,from_micro:123,from_runner_api:[1,45,50,62,92,103,105,108,126],from_runner_api_paramet:[1,34,103,105,110],from_str:107,from_type_hint:1,full:[17,19,24,30,33,34,35,38,50,96,97,110,120],full_label:116,fulli:[18,21,34,68,112],fun:124,func:[103,112,115],functiontyp:115,furnish:62,further:[54,105,124],fuse:109,fusion:109,futur:[34,53],future_output_watermark:81,fuzz:124,fuzzedexponentialinterv:124,gap:110,gap_siz:110,gather:28,gaug:[44,45],gaugeresult:43,gce:8,gcp:[6,12,128],gcs:31,gcs_bucket:48,gcs_prefix:30,gcs_scheme:48,gcs_uri:48,gcsfilesystem:[12,20,128],gcsio:[12,20,128],gener:[1,13,16,34,39,40,52,97,98,117],generate_bundle_id:34,genom:41,genotyp:41,get:[3,8,16,19,21,25,34,38,49,53,54,55,56,62,68,84,93,97,103,108,120,124,126],get_accumulator_cod:103,get_aggregator_valu:78,get_all_opt:47,get_all_plugin_path:120,get_all_subclass:120,get_chunk_s:19,get_count:3,get_datastor:27,get_dict:104,get_dict_table_schema:21,get_estimated_num_split:25,get_estimated_size_byt:25,get_evalu:82,get_execution_context:78,get_filesystem:19,get_full_options_as_arg:97,get_function_argu:103,get_glob:115,get_impl:[1,110],get_it:114,get_keyed_st:78,get_nam:115,get_namespac:44,get_opt:97,get_output_typ:103,get_path:99,get_progress:68,get_rang:18,get_range_track:[14,16,34,38],get_replacement_transform:[50,66,70,81,94],get_root_bundl:82,get_root_bundle_provid:82,get_schem:19,get_service_credenti:8,get_split:28,get_table_schema_from_str:21,get_transformed_output_tim:110,get_type_hint:112,get_typed_value_descriptor:9,get_valu:49,get_value_or_schedule_after_output:78,get_varint_s:3,get_watermark:84,get_window:[32,34,69,98,103,105],get_window_cod:110,getartifact:53,getattr:114,getmanifest:53,getmessagestream:[55,88],getprovisioninfo:56,getrangetrack:38,getstat:[55,88],getstatestream:[55,88],github:[10,28,31,41],give:[16,17,19,30,34,35,38,44,50,68,81],given:[1,3,11,13,16,17,18,19,21,25,26,27,28,30,31,34,35,36,38,39,40,47,48,50,62,81,82,93,96,98,100,103,108,109,110,113,115,124,125,126],glob:[13,16,31,39,40,41,96,100],global:[1,34,78,82,102,110],global_to_loc:14,globalwindow:110,goe:48,going:[25,65],gone:62,good:25,googl:[1,8,21,24,25,27,28,31,32,47,48,64],googleapi:[47,48],googlecloudopt:[47,48],googlecloudplatform:[28,31],googledatastor:27,gracefulli:81,granular:[24,110,125],graph:[50,62,66,75,77,82,105,128],greater:[25,112],greater_than:25,group:[4,14,45,47,103,105,109,110],group_by_key_input_visitor:66,groupbykei:[1,93,103,105,109,110,128],grpc:[53,54,55,56],guarante:[1,2,3,4,6,7,8,9,10,11,14,26,27,32,34,44,48,50,51,52,61,64,68,72,73,74,75,79,82,83,84,92,98,99,105,106,108,109,114,115,116,118,119,120,121,122,123,124,125,126],guid:108,gzip:[17,34],had:[1,103,109,126],hadoop:33,hadoopfilesystem:[12,47,128],hadoopfilesystemopt:[33,47],halfwai:38,hamcrest:[48,96],hand:21,handl:[15,16,17,19,24,30,33,34,35,39,40,41,78,114],handle_result:78,happen:[21,28,34,38,99,124],har:[38,54,56],has:[1,9,18,21,25,27,34,41,47,48,62,68,75,77,84,97,100,102,103,104,112,128],has_data:29,has_default:103,has_display_data:104,has_kw:114,has_var:114,hasdisplaydata:[34,47,68,103,104,105],hash:[96,99],hashabl:115,hashing_alg:99,have:[4,8,10,11,21,25,27,34,41,43,50,53,62,103,104,108,110,112,113,114,124],hdf:33,head:[17,19,30,35],header:[15,39,41,53],heap:122,heavi:38,heavyweight:38,help:38,helper:[12,20,22,23,38,106,128],helper_transform:[63,72,128],henc:[25,34,68],here:[1,21,27,34,64,72,103,110,114],hidden:62,hierarch:9,hierarchi:50,high:77,higher:[39,41],hint:[4,105,111,112,115,117],histori:24,hold:[21,34,50,81,103],holder:[11,94],homogen:1,honor:68,hour:124,how:[21,25,34,62,68,102,103,105,110,119,128],howev:[1,25,28,34,41],html:[24,47,114],hts:41,http:[10,21,24,25,28,31,34,41,47,48,104,108,114,124],httperror:124,huge:62,hypothet:34,id_label:32,id_or_nam:26,idempot:34,ident:112,identif:53,identifi:[13,21,32,34,39,40,103,104],ids:27,iff:15,ignor:[21,25,36,98,100],illustr:[34,119],imagin:34,immedi:55,immut:34,impact:[25,39],implement:[1,3,15,16,17,18,21,24,28,30,33,34,35,36,37,38,39,44,48,49,50,64,65,66,68,69,72,74,76,77,78,80,87,88,93,103,104,105,106,117,124,126],implementor:[34,103],impli:41,implicitli:110,import_from:114,import_nam:114,imposs:34,improv:[1,21],impuls:69,inc:[29,44,45],includ:[17,19,21,30,34,38,41,53,78,81,110],inclus:[34,36],incom:32,inconsist:10,incorrect:38,increas:124,increment:[45,112],indefinit:[66,93],independ:[34,66,112],index:[41,62,68,103,108,112,117],index_tag:108,indic:[17,19,30,34,35,39,41,50,62,109,123,124],individu:[16,34,38,103,110],inequ:25,inf:36,infer:[4,115],infer_output_typ:[69,103,105],infer_return_typ:115,infer_return_type_func:115,infin:[34,110],info:[41,93],inform:[8,16,34,41,56,65,66,68,78,81,93,103,109,115,127],inherit:[34,68,104,126],init_result:34,initi:[13,14,16,18,21,24,25,32,33,34,36,39,40,41,45,47,50,56,62,65,68,81,82,94,96,97,103],initial_delay_sec:124,initialize_writ:[15,34],inject:[16,105],inlin:114,inmemoryunmergedst:78,inner:[68,112,117],inpalce_or:114,inplace_add:114,inplace_and:114,inplace_divid:114,inplace_floor_divid:114,inplace_lshift:114,inplace_modulo:114,inplace_multipli:114,inplace_pow:114,inplace_rshift:114,inplace_subtract:114,inplace_true_divid:114,inplace_xor:114,inprocess:72,input:[5,11,12,13,21,34,39,40,41,47,50,62,68,69,75,78,79,81,82,84,93,94,103,105,106,109,110,115,116,123,125,128],input_bundl:79,input_committed_bundl:82,input_or_input:105,input_or_output:105,input_pcol:105,input_timestamp:110,input_typ:[103,115],input_type_hint:105,inputstream:3,insert:21,insert_values_in_arg:11,insid:[87,97],inspect:115,instanc:[1,4,11,17,19,21,30,35,41,48,50,56,62,65,66,68,82,83,99,100,103,104,105,108,109,110,112,115,117,124],instance_to_typ:115,instanti:[68,115,120],instead:[10,21,34,41,106,119,124],instruct:54,int_to_str:112,integ:[1,3,19,21,34,37,44,103,104,110,114],integr:[97,124],intend:[24,29,34,45,62,112,124],interact:[17,65],interchang:21,interest:38,interfac:[18,19,45,62,104],intermedi:[21,103],intern:[1,2,3,14,26,27,34,44,48,50,51,52,61,64,65,68,72,73,74,75,79,82,83,84,92,98,99,104,106,110,114,115,116,118,119,121,122,123,124,125,126,128],interpol:36,interpret:[21,68],intersect:110,interv:[36,110,122,124,125],interval_second:122,intervalwindow:110,introduc:[34,100],introduct:21,invalid:[17,18,31,47,48,112],invalid_argu:53,invoc:[34,81],invok:[34,81,10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