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6,42,49,51,54,56,69,80,82,94,100,108,109,110,113,114,126,129,131],call_funct:119,call_function_kw:119,call_function_var:119,call_function_var_wk:119,callabl:[1,10,94,108,120,129,131],callableptransform:110,callabletask:80,callablewrappercombinefn:[108,113],callablewrapperdofn:108,callablewrapperpartitionfn:108,callback:[2,34,36,51,79,80,94],caller:[24,34,82],can:[1,4,9,10,11,13,14,16,17,19,21,25,32,34,36,38,39,40,51,55,63,79,82,84,94,97,98,99,108,109,110,114,115,117,118,120,122,124,127,129,130,131],cancel:[56,89,94],cannot:[5,32,34,69],cap:25,capabl:[34,133],capit:122,captur:110,categori:122,caus:[113,124],cbf:34,ceas:99,cell:[21,43,133],cellcommitst:44,certain:[25,34,78],chain:110,chanc:[108,114],chang:[32,44,55,56,79,133],channel:[17,19,30,35,54,55,56,57],chapter:24,charact:[10,39,49],charg:[66,77],check:[10,17,19,21,30,33,34,35,38,50,51,63,79,101,105,108,109,117,121,122],check_access:50,check_cal:126,check_compil:105,check_don:[34,37],check_output:126,checkpoint:[34,37,82,114],checksum:[17,19,30,31,33,35,97],choos:16,chosen:[25,34,129],chr20:42,chunk:[17,19,21,54,115],chunk_siz:[17,30],claim:34,classmethod:[1,17,19,30,33,35,36,48,50,67,109,110,115,125,130,131],clean:[34,100],cleanup:100,cleanup_subscript:100,cleanup_top:100,clear:[55,82,113],clear_pvalu:94,client:[17,21,24,27,28,31,34],clock:[64,73,79,85,100,114,129,133],clone:51,close:[15,17,18,19,30,34,35,36],closure_typ:120,cloud:[1,21,25,27,28,31,32,48,49,65,69],cls:[1,48,128],co_nam:119,code:[4,11,34,38,110,122,129],codec:13,coder:[10,15,21,34,39,40,70,99,133],coder_proto:1,coderbas:4,coderimpl:1,coderregistri:1,coexist:124,cogroupbykei:114,collect:[1,45,46,133],collis:46,com:[10,21,24,25,28,31,48,49],combin:[17,19,30,33,34,35,81,83,106,108,113,115,133],combine_fn:81,combine_op:113,combine_payload:108,combinefn:[107,108,121],combinefnprocesscontext:108,combineglob:108,combineperkei:[81,108],combinevalu:108,combiningvaluestatetag:113,come:[8,124],comma:21,command:[21,48,98],comment:[51,108],commit:[26,27,34,44,54,76,79],commit_log:77,commit_phys:77,commitmanifest:54,commitrespons:27,common:[13,21,32,39,40,61,77,95,108,121,130],common_urn:[52,133],commun:109,compar:[27,34,36,97],compare_op:119,compare_path:27,comparison:27,compat:[1,2,3,6,7,8,9,10,11,14,17,19,26,27,32,34,45,49,51,52,53,62,65,69,73,74,75,76,80,83,84,85,93,99,100,102,108,110,111,113,114,119,120,121,123,124,125,126,127,128,129,130,131],compil:[1,105],complet:[1,18,21,27,34,69,79,80,94,98],completed_bundl:79,completed_committed_bundl:85,completed_tim:[79,85],completion_callback:80,complex:[34,122],complex_operation_returning_xyz:4,compli:[13,16],complianc:21,compliant:130,complic:119,compon:[1,17,19,30,32,33,35,109],component:93,composit:[4,34,70,94,101,115,120,122],compositetypehint:[117,122],compress:[13,16,17,19,30,34,35,39,40,42],compress_point:117,compressedfil:17,compression_typ:[15,16,17,19,30,33,35,39,40,42],compressiontyp:[15,16,17,19,39,40,42],comput:[5,11,25,48,51,94,97,100,107,108,110,133],compute_api_servic:48,compute_hash:100,concat:14,concat_posit:69,concat_sourc:[12,133],concaten:69,concatposit:69,concatrangetrack:14,concatsourc:14,concept:[21,25,34,115,133],conceptu:[34,51,114],concret:[94,108],concrete_typ:122,concurr:[34,38],condens:[107,108],condit:34,configur:[25,33,48,51,82,98],conflict:[34,122],connect:[18,27,33,48],connector:[25,29],consecut:[74,115],consid:[13,24,27,34,51,108,113,114],consist:[1,10,34,38,42,46,49,67,77,79,83,93,107,108],consol:72,const_typ:120,constrain:[13,39],constraint:[57,117],construct:[1,13,21,32,39,40,45,63,69,79,80,93,94],constructor:[1,40,54,55,56,57,110,131],consum:[34,76,114],consumed_split_point:69,consumer_tracking_pipeline_visitor:[64,73,133],consumertrackingpipelinevisitor:76,contain:[4,9,10,11,13,17,18,19,21,25,26,30,34,35,38,39,40,44,48,51,54,63,79,82,88,95,97,98,102,108,109,110,115,117,122,123,128],content:[17,19,30,35,42,54,79,97,100,114,128],context:[1,32,34,44,51,54,55,56,57,63,79,89,93,100,108,110,113,115,127,131],contian:91,continu:[34,38,115,127],control:[21,55,74,91,113,124,129],conveni:[9,21,29],convent:[17,115],convers:[9,118],convert:[1,9,36,108,109,118,131],convert_to_beam_typ:118,coordin:117,copi:[17,19,30,31,33,35,108,120],copy_batch:31,copytre:31,core:[25,49,70,81,82,95,97,106,121,133],correct:[17,19,25,38],correctli:[34,108],correspond:[1,9,13,21,42,114,117,119,120,122,130,131],cost:114,could:[1,25,34,51,114,127,131,133],count:[13,26,29,39,40,41,44,46,107,113],count_tag:113,countcombinefn:113,counter:[45,46,79,84,119],countingsourc:41,coverag:38,cprofil:127,creat:[10,13,14,16,17,19,21,26,28,30,32,33,34,35,42,45,46,51,63,67,70,71,74,79,83,94,100,101,108,109,110,114,115,117,119,120,121,126,128,130],create_accumul:[108,121],create_bundl:[74,79],create_commit:26,create_disposit:21,create_empty_committed_bundl:[74,79],create_ent:26,create_from:109,create_from_opt:109,create_if_need:21,create_nev:21,create_respons:26,create_run_queri:26,create_temp_fil:100,createptransformoverrid:[67,71],creation:[13,16,39,40,42],credenti:8,criteria:82,cross:126,csv:34,cumul:127,current:[10,16,17,18,21,32,34,39,51,56,63,66,69,77,79,82,94,99,108,124],current_posit:34,current_restrict:[34,37],current_tim:75,cursor:34,custom:[4,11,15,34,51,94,97,98,108,110,115,117,122],custommapp:110,customtransform:110,dag:[51,94],data:[3,4,16,17,18,19,21,24,25,32,34,38,42,44,51,55,63,109,113,115,133],databas:34,dataflow:[1,5,8,9,21,34,48,49,63,64,94,113,133],dataflow_cli:66,dataflow_endpoint:48,dataflow_metr:[64,65,133],dataflow_runn:[64,65,72,133],dataflowapplicationcli:66,dataflowmetr:66,dataflowpipelineresult:[66,67],dataflowrunn:[65,66,67,71,72],dataset:21,datastor:[12,20,133],datastore_pb2:27,datastoreio:[12,20,22,23,133],datatyp:21,datetim:[109,130],deal:[34,108],debug:120,debugopt:[48,49],dec:46,decid:[13,34,39,82],decod:[1,4,21,32,39,40,70],decode_from_byt:4,decodeandemitdofn:70,decomposit:34,decompress:[16,17,34],decor:[1,4,21,100,108,110,116,124,129,131,133],decreas:34,decrement:46,deduc:120,dedupl:[32,114],def:[4,48,110,117,124],default_desired_bundle_s:[13,39],default_environment_id:93,default_environment_url:93,default_label:[108,110],default_output_cod:[14,34],default_runn:48,default_type_hint:[81,108,117],default_valu:[50,63],default_window_mapping_fn:111,defaultrootbundleprovid:83,defaulttrigg:113,defin:[1,4,12,13,16,17,19,21,25,27,34,45,48,64,69,100,108,109,110,115,116,117,119,122],definit:34,deflat:13,delai:[24,113,129],deleg:[36,45],delegatingcount:45,delegatingdistribut:45,delegatinggaug:45,delet:[17,19,21,25,30,31,33,35],delete_attr:119,delete_batch:31,delete_fast:119,delete_glob:119,delete_slice_0:119,delete_slice_1:119,delete_slice_2:119,delete_slice_3:119,deletefromdatastor:25,delimit:39,deliv:[32,79],demand:127,demarc:69,depend:[17,18,19,34,44,109,125],dependent_real_tim:112,deprec:[32,34,69,124],depth:[51,120],deriv:[28,110,115],descend:[106,110],describ:[21,33,34,38,48,55,63,69,108,110],describe_mismatch:97,describe_to:97,descript:[1,10,32,33,34,49,67,69,97,108],deserialize_windowing_strategi:67,design:[51,114],desir:[13,21,28,34,39,108],desired_bundle_s:[13,14,16,34,39,41],desired_num_offsets_per_split:37,dest:31,destin:[17,19,30,33,35],destination_file_nam:[17,19,30,33,35],detail:[4,16,25,34,39,49,51,65,73,82,108,110,111,117],detect:[16,34,39,40,42,108],detect_compression_typ:17,determin:[17,24,34,39,42,51,82,108,113,115],determinist:[1,4],develop:[16,25,32,49,109,133],dialect:21,dict:[9,17,21,30,32,35,42,63,94,107,109,114,122],dict_obj:92,dict_to_struct:92,dictionari:[4,9,11,13,21,40,48,83,101,108,109,118],did:38,differ:[1,16,21,34,38,51,55,69,129],digit:32,dill:[1,10],dillcod:1,direct:[64,87,108,133],direct_metr:[64,73,133],direct_runn:[64,73,133],direct_runner_use_stacked_bundl:74,directli:[21,32,34,46,63,108,111],directmetr:77,directopt:48,directori:[17,19,30,31,33,34,35,51,100],directpipelineresult:78,directrunn:[48,51,77,78,79,82,84,98],directrunneropt:74,directstepcontext:79,directunmergedst:79,dirti:44,dis:119,disable_run_time_type_check:117,discard:113,discuss:24,disk:[21,35],displai:[34,45,48,69,106,108,110,133],display_data:[13,15,16,21,25,34,48,108,109],display_data_dict:109,displaydata:109,displaydataitem:109,disposit:21,distinct:51,distinguish:63,distribut:[33,44,45,46,103,108],distribution_counter_microbenchmark:[102,133],distributionaccumul:103,distributionresult:44,divid:[83,115],do_fn:95,doc:[25,48,49,119],dockerrpcmanag:91,docstr:114,document:[16,34,48,82,108,113,119],doe:[21,34,39,51,81,94,109,127],doesn:[17,19,27,30,35],dofn:[4,21,25,34,63,70,81,82,95,108,109,110,121],dofninvok:82,dofnparam:108,dofnrunn:108,domain:112,don:81,done:[17,19,21,33,34,51,79,94,95,97,115],donwstream:114,dooutputstupl:108,doubl:[29,129],down:34,download:18,downloaderstream:18,downstream:[34,114],drain:94,drop:[24,109],drop_default:48,drop_if_default:109,drop_if_non:109,duck:4,due:[10,34],dump:10,dump_sess:10,dup_top:119,dup_topx:119,duplic:32,durat:[67,94,99,109,115,130],dure:[5,11,13,16,18,21,31,32,39,40,42,45,46,48,54,99,108,120,129],dynam:[16,25,34,38,50,51],dynamic_split_request:69,dynamicsplitrequest:69,dynamicsplitresult:69,dynamicsplitresultwithposit:69,e2e:72,each:[1,13,21,24,27,34,38,39,40,42,51,76,95,99,107,108,109,114,115,117,119,122],earli:[21,113,133],earliest:115,easi:108,easier:17,ec_point:117,edg:51,effect:[18,110,114],effici:[1,4,16,34,92,108],effort:32,either:[15,17,18,21,27,34,38,42,51,82,84,98,110,117,118,122],elem:34,elem_cod:1,element:[1,4,21,27,32,34,38,39,44,63,70,81,82,84,85,95,99,101,104,107,108,109,113,114,115,120,121],element_and_restrict:95,element_cod:95,element_typ:[63,120],elementandrestrict:[82,95],elementev:99,elementparam:108,els:[69,117],elsewher:69,emb:10,emit:[55,63,70,99,113,114],empti:[16,21,34,63,79,83,108,113],emptysideinput:63,enable_run_time_type_check:117,enable_trac:10,encapsul:69,encod:[1,3,4,9,10,15,21,34,39,40,69,70,131],encode_to_byt:4,encoded_:15,encoded_kei:84,encoded_str:67,encoded_table_row:21,encoded_valu:[15,70],encount:18,end:[13,14,17,18,19,34,36,39,40,42,48,49,69,81,82,97,99,113,115],end_cursor:26,endpoint_pattern:49,endpoints_pb2_grpc:[52,53,133],enforc:117,engin:[31,34],ensur:[25,34],entail:21,enter:72,enter_composite_transform:121,entir:[21,25,34,63,67,69,78,88,94,101,108,115],entiti:[25,26,27,61],entri:[1,29,55,63],enum_typ:61,enumer:62,environ:[82,93],eof:[17,18],epoch:[24,32,75,115,130],equal:[18,25,34,38,48,109,114],equal_to:[98,101],equival:[17,34,38,110,114],err_invalid_gcs_bucket:49,err_invalid_gcs_object:49,err_invalid_gcs_path:49,err_invalid_job_nam:49,err_invalid_not_posit:49,err_invalid_project_id:49,err_invalid_project_numb:49,err_invalid_test_matcher_typ:49,err_invalid_test_matcher_unpickl:49,err_missing_gcs_path:49,err_missing_opt:49,error:[1,18,21,33,34,49,54,97,108,115,117,120,121,129,133],error_messag:1,especi:[115,130],essenti:[48,108],estim:[1,25,34,69],estimate_s:[1,14,16,34,41],etc:[25,34,45,94,110,133],evalu:[11,74,79,80,82,83,84,113,130],evaluation_context:[64,73,80,83,133],evaluationcontext:79,even:[16,27,34,117,129],event:[34,99,113,115],event_count:21,everi:[4,21,34,38,51,67,94,129],everyth:[17,19,30,35,115],evolv:31,exact:108,exactli:[1,25,34,48,51,63,113],exampl:[1,4,13,16,21,32,34,38,42,69,83,98,108,109,110,114,115,117,124,130,131,133],exce:31,exceed:27,except:[5,8,17,27,31,34,97,108,117,120,129],excess:21,exclus:[18,34],exec_stmt:119,execut:[1,11,21,32,34,45,46,48,49,51,54,56,63,64,65,67,72,73,78,79,80,82,83,88,89,94,98,99,108,110,120,133],executor:[64,73,83,133],executor_servic:79,exhaust:38,exist:[13,16,17,19,21,30,31,32,33,34,35,39,40,42,98,100,108],existing_keyed_st:79,exp_multipli:124,expand:[13,21,25,32,34,39,40,42,70,81,82,95,99,107,108,110,114],expans:108,expect:[1,15,21,33,36,38,48,51,97,98,101,131,133],expected_checksum:97,expected_item:38,expected_outcom:38,expected_st:[72,97],expectedsplitoutcom:38,experi:50,experiment:[32,34,45,64,110,113,114,124,125,133],explain:34,explod:95,explodewindowsfn:95,exponenti:129,expos:[21,29,46],extend:[15,34,49,97,125],extens:[13,16,34,39,40,42],extent:108,extern:[34,108,133],extra:[97,98],extra_messag:124,extra_opt:98,extra_typ:[9,21],extract:[51,76,85],extract_all_tim:[79,85],extract_commit:77,extract_latest_attempt:77,extract_output:[108,121],extrem:107,face:45,factor:129,factori:74,fail:[17,19,21,27,30,31,34,35,38,42,94,120],failur:[27,34],fake:26,fake_datastor:[12,20,22,23,133],fake_run_queri:26,fakesourc:104,fall:[1,34],fallback:4,fallback_cod:1,fals:[3,9,16,17,21,26,34,42,48,51,67,98,101,108,109,110,113,119,120,127,129],famili:38,far:[69,118],fast:1,fastcod:1,faster:4,fastprimitivescod:[1,99],fault:34,favorite_color:13,favorite_numb:13,fetch:[17,18,19,25,27,30,33,35,97,104],fetch_ent:27,feth:25,few:[38,110],field1:21,field2:21,field3:21,field:[13,21,27,34,42,101,109],field_count:42,file:[13,15,16,17,18,19,21,30,31,33,34,35,39,40,42,44,45,46,51,97,100,101,133],file_copy_fn:127,file_handl:15,file_nam:[16,42],file_name_suffix:[13,15,39,40],file_path:[10,17,39,40,42,97],file_path_prefix:[13,15,39,40],file_pattern:[13,16,39,40,42],filebasedsink:[12,34,97,133],filebasedsourc:[12,39,133],filechecksummatch:97,filemetadata:17,filenam:[13,31,39,40,100],fileobj:17,filepath:17,filesystem:[12,13,18,30,33,34,35,125,133],filesystemio:[12,133],fill:109,filter:[25,27,42,45,66,77,97,108,124,129],finalize_writ:[15,34],find:[5,17,19,107,114,129],finish:[18,26,67,94,113,127],finish_bundl:[81,108,121],finish_st:80,finishcombin:81,finit:[34,115],fire:[84,85,113],fired_tim:80,first:[4,10,17,19,30,32,33,34,35,38,42,51,54,56,108,110,114,119,122,129,133],fix:[1,108,114,115],fixed_cost:114,fixedsizeglob:107,fixedsizeperkei:107,fixedwindow:115,flag:[13,16,17,19,30,35,39,40,42,48],flat:114,flatmap:[10,63,108,110,133],flatten:[14,21,108],flatten_input_visitor:67,flatten_result:21,flavor:124,floatcod:1,flush:[17,81],fn_paramet:115,fn_proto:131,fn_to_execut:11,fnapirunn:78,fnmatch:[17,19],fold:108,follow:[13,21,27,34,38,39,40,82,98,108,115,117,122,124,127],foo:[1,17,19,117,131],foo_from_proto:[1,131],foopayload:[1,131],footer:15,footprint:94,for_input_typ:108,forc:[63,95],form:[13,17,18,21,31,32,33,63,114,115,117,130],formal:117,format:[15,17,19,21,32,34,38,42,49],former:63,formula:[24,114,115],forward:83,found:98,frac:14,fraction:[14,34,36,38,69,129],fraction_consum:[14,34,36],fraction_to_posit:36,frame:[119,120],framest:[119,120],framework:[4,16,21,34,69],fresh:108,from:[1,4,8,13,15,16,17,18,19,21,25,27,28,30,31,32,34,35,36,38,39,40,42,48,49,51,56,63,67,69,76,88,94,97,98,100,104,108,109,110,113,114,115,117,129,130,131,133],from_cal:108,from_dictionari:48,from_json_valu:9,from_micro:128,from_rfc3339:130,from_runner_api:[1,46,51,63,93,108,110,113,131],from_runner_api_paramet:[1,34,108,115],from_str:112,from_type_hint:1,from_utc_datetim:130,full:[17,19,24,30,33,34,35,38,51,97,98,115,125],full_label:121,fulli:[18,21,34,69,117],fun:129,func:[108,117,120],functiontyp:120,furnish:63,further:[55,110,129],fuse:114,fusion:114,futur:[1,2,3,11,34,44,45,46,49,50,54],future_output_watermark:82,fuzz:129,fuzzedexponentialinterv:129,gap:115,gap_siz:115,gather:28,gaug:[45,46],gaugeresult:44,gce:8,gcp:[6,12,133],gcs:31,gcs_bucket:49,gcs_prefix:30,gcs_scheme:49,gcs_uri:49,gcsfilesystem:[12,20,133],gcsio:[12,20,133],gener:[1,13,16,34,39,40,53,98,99,122],generate_bundle_id:34,generate_input_valu:103,genom:42,genotyp:42,get:[3,8,16,17,19,21,25,30,34,35,38,50,54,55,56,57,63,69,85,94,98,108,113,125,129,131],get_accumulator_cod:108,get_aggregator_valu:79,get_all_opt:48,get_all_plugin_path:125,get_all_subclass:125,get_chunk_s:19,get_count:3,get_datastor:27,get_dict:109,get_dict_table_schema:21,get_estimated_num_split:25,get_estimated_size_byt:25,get_evalu:83,get_execution_context:79,get_filesystem:19,get_full_options_as_arg:98,get_function_argu:108,get_glob:120,get_impl:[1,115],get_it:119,get_keyed_st:79,get_nam:120,get_namespac:45,get_opt:98,get_output_typ:108,get_path:100,get_progress:69,get_rang:18,get_range_track:[14,16,34,38,41],get_replacement_transform:[51,67,71,82,95],get_root_bundl:83,get_root_bundle_provid:83,get_schem:19,get_service_credenti:8,get_split:28,get_table_schema_from_str:21,get_transformed_output_tim:115,get_type_hint:117,get_typed_value_descriptor:9,get_valu:50,get_value_or_block_until_readi:79,get_varint_s:3,get_watermark:85,get_window:[34,70,99,108,110],get_window_cod:115,getartifact:54,getattr:119,getmanifest:54,getmessagestream:[56,89],getprovisioninfo:57,getrangetrack:38,getstat:[56,89],getstatestream:[56,89],github:[10,28,31,42],give:[16,17,19,30,34,35,38,45,51,69,82],given:[1,3,11,13,16,17,18,19,21,25,26,27,28,30,31,34,35,36,38,39,40,48,49,51,63,82,83,94,97,99,101,105,108,113,114,115,118,120,129,130,131],glob:[13,16,39,40,42,97,101],global:[1,34,79,83,107,115],global_to_loc:14,globalwindow:115,goe:49,going:[25,66],gone:63,good:25,googl:[1,8,21,24,25,27,28,31,32,48,49,65],googleapi:[48,49],googlecloudopt:[48,49],googlecloudplatform:[28,31],googledatastor:27,gracefulli:82,granular:[24,115,130],graph:[51,63,67,76,78,83,110,133],greater:[25,117],greater_than:25,group:[4,14,46,48,108,110,114,115],group_by_key_input_visitor:67,groupbykei:[1,94,108,110,114,115,133],grpc:[54,55,56,57],guarante:[1,2,3,4,6,7,8,9,10,11,14,26,27,32,34,45,49,51,52,53,62,65,69,73,74,75,76,80,83,84,85,93,99,100,102,110,111,113,114,119,120,121,123,124,125,126,127,128,129,130,131],guid:113,gzip:[17,34],had:[1,108,131],hadoop:33,hadoopfilesystem:[12,48,133],hadoopfilesystemopt:[33,48],halfwai:38,hamcrest:[49,97],hand:21,handl:[15,16,17,19,24,30,34,35,39,40,42,79,119],handle_result:79,happen:[21,28,34,38,51,100,129],har:[38,55,57],has:[1,9,18,21,25,27,34,42,48,49,63,69,76,78,85,98,101,105,107,108,109,117,133],has_data:29,has_default:108,has_dir:[17,30,33,35],has_display_data:109,has_kw:119,has_part:110,has_var:119,hasdisplaydata:[34,48,69,108,109,110],hash:[97,100],hashabl:120,hashing_alg:100,have:[4,8,10,11,17,19,21,25,27,34,42,44,51,54,63,108,109,113,115,117,118,119,129],hdf:33,head:[17,19,30,35],header:[15,39,42],heap:127,heavi:38,heavyweight:38,help:38,helper:[12,20,22,23,38,111,133],helper_transform:[64,73,133],henc:[25,34,69],here:[1,21,27,34,65,73,108,115,119],hidden:63,hierarch:9,hierarchi:51,high:78,higher:[39,42],hint:[4,110,116,117,120,122],histori:24,hold:[21,34,51,82,108],holder:[11,95],homogen:1,honor:69,hour:129,how:[21,25,34,63,69,93,107,108,110,115,124,133],howev:[1,25,28,34,42],html:[24,48,119],hts:42,http:[10,21,24,25,28,31,34,42,48,49,109,113,119,129],httperror:129,huge:63,hypothet:34,id_label:32,id_or_nam:26,idempot:34,ident:117,identifi:[13,21,32,34,39,40,108,109],ids:27,iff:15,ignor:[21,25,32,36,99,101],illustr:[34,124],imagin:34,immedi:[56,94],immut:34,impact:[25,39],implement:[1,3,15,16,17,18,21,24,28,30,33,34,35,36,37,38,39,45,49,50,51,65,66,67,69,70,73,75,77,78,79,81,88,89,94,108,109,110,111,122,129,131],implementor:[17,34,108],impli:42,implicitli:115,import_from:119,import_nam:119,imposs:34,improv:[1,21],impuls:70,inc:[29,45,46],includ:[17,19,21,30,34,38,42,79,82,115],inclus:[34,36],incom:32,inconsist:10,incorrect:38,increas:129,increment:[46,117],indefinit:[67,94],independ:[34,67,117],index:[42,63,69,108,113,117,122],index_tag:113,indic:[17,19,30,34,35,39,42,51,63,114,128,129],individu:[16,34,38,108,115],inequ:25,inf:36,infer:[4,120],infer_output_typ:[70,108,110],infer_return_typ:120,infer_return_type_func:120,infin:[34,115],info:[42,94],inform:[8,16,34,42,57,66,67,69,79,82,94,108,114,120,132],inherit:[34,69,109,131],init_result:[15,34],initi:[13,14,16,18,21,24,25,32,33,34,36,39,40,42,46,48,51,57,63,66,69,82,83,95,97,98,108],initial_delay_sec:129,initialize_writ:[15,34],inject:[16,110],inlin:119,inmemoryunmergedst:79,inner:[69,117,122],inpalce_or:119,inplace_add:119,inplace_and:119,inplace_divid:119,inplace_floor_divid:119,inplace_lshift:119,inplace_modulo:119,inplace_multipli:119,inplace_pow:119,inplace_rshift:119,inplace_subtract:119,inplace_true_divid:119,inplace_xor:119,inprocess:73,input:[5,11,12,13,21,34,39,40,42,48,51,63,69,70,76,79,80,82,83,85,94,95,103,104,108,110,111,114,115,120,121,128,130,133],input_bundl:80,input_com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oryview:18,merg:[34,81,108,113,115],merge_accumul:[108,121],merge_context:115,merge_result:[113,115],mergecontext:115,messag:[1,32,34,56,124],met:101,metadata:[8,17,19,30,35,57],metadata_list:17,method:[1,4,16,17,18,19,25,26,27,33,34,36,38,46,48,49,51,67,82,94,98,100,108,109,110,111,120,121,122,129,131],metric:[55,66,77,79,94,133],metric_nam:45,metricbas:[43,45,133],metricnam:46,metricresult:[66,77,94],metrics_contain:80,metricsenviron:45,metricsfilt:45,micro:[128,130],microbenchmark:[103,104,105],microsecond:[25,103,115,130],might:[34,39,69,109],millisecond:[27,32,67,94],mime:[13,17,19,30,31,35],mime_typ:[13,15,17,19,30,31,33,35],min:[44,114],min_batch_s:114,min_bundle_s:[13,16,39],min_fraction_of_files_to_stat:16,min_num_offsets_per_split:37,min_number_of_files_to_stat:16,min_request:24,minimim:114,minimum:[13,16,39,85],mirror:117,mismatch_descript:97,miss:49,mix:117,mixin:[109,117],mkdir:[17,19,30,33,35],mock:100,mode:[17,18,21,31,34,67,70,71,115],model:133,modifi:[11,34,110,119],modul:[0,6,7,12,20,22,23,43,47,52,53,64,65,68,73,86,87,90,96,102,106,116,123,133],moment:11,month:21,more:[4,16,17,19,21,25,30,33,34,35,39,49,51,82,108,109,110,113,114,115,119],moreov:34,most:[13,21,34,38,39,110,129],mostli:[51,114,129],move:[17,19,29,30,35,83],movingfunct:29,movingsum:29,msg:128,msg_class:128,much:9,multi:[34,38],multipl:[16,25,34,42,46,63,83,104,107,108,113,114,117],multipli:124,muss:34,must:[1,11,16,18,21,24,32,33,34,39,49,51,54,63,69,94,98,99,108,110,115,117,129],mutabl:[34,119],mutat:[26,27,34],my_side_input:63,my_tranform:51,myavrofil:13,myjobnam:98,mypath:13,myptransform:63,mysink:34,name:[13,16,21,27,31,34,42,45,46,49,51,54,66,69,84,94,98,100,105,108,114,117,122],namespac:[13,25,27,45,46,109,122],nativ:[21,34,69,91,110,118],native_io:[21,64,65,133],native_type_compat:[116,133],nativesink:[21,34,69],nativesinkwrit:69,nativesourc:[21,69],nativesourceread:69,necessari:[4,63,109,130],necessarili:69,need:[2,4,15,17,19,21,26,30,34,35,36,49,51,55,57,82,100,101,110,129],neg:[17,18,36],negat:117,neither:[21,109],nest:[3,21,122],never:[11,34,63,113,115,127],new_process_fn:82,new_save_module_dict:10,new_track:37,new_watermark:99,newlin:39,newobject:[1,2,3,11,44,45,46,49,50],next:115,nnnnn:[13,39,40],no_retri:129,node:[51,63,67,88,94,110],non:[10,34,36,63,94,108,109,129],none:[1,9,13,14,15,16,17,19,21,25,27,28,31,32,34,36,38,39,40,41,42,44,48,50,51,63,66,67,69,70,72,77,79,82,84,91,93,94,97,98,100,107,108,109,110,113,114,115,120,121,122,127,128,131],nonmergingwindowfn:115,nonzero:129,nop:119,nor:21,normal:[25,42,109,115],nosetest:98,notabl:38,notbig:21,note:[1,10,17,18,21,25,26,28,34,51,70,101,108,110,117,122,127],noth:69,notic:117,notifi:24,notify_observ:2,notimplementederror:94,notion:[34,69,107],now:[24,29,129],nth:114,nullabl:21,num_byt:17,num_el:114,num_input:103,num_items_to_read_before_split:38,num_partit:108,num_retri:129,num_run:[103,104],num_shard:[13,15,39,40],num_sourc:104,num_split:[25,28],num_work:98,number:[11,13,17,18,19,21,25,26,28,32,34,38,39,40,42,49,75,82,97,101,107,108,114,129,130],numer:[32,130],obei:34,obj:[9,10],object:[1,2,4,5,9,10,11,13,15,16,17,18,19,21,24,27,29,30,31,32,33,34,35,36,37,40,42,45,46,48,49,50,51,54,55,56,57,61,63,64,66,69,74,75,76,77,79,80,82,83,84,85,91,93,94,95,97,98,99,100,107,108,109,110,111,112,113,115,117,119,120,122,125,127,129,130,131],observ:[0,133],observablemixin:2,obtain:[17,21,34,45,48,98,107,108,110,114],occupi:34,occur:[28,33,38,42,107,115],octet:[15,17,19,30,31,33,35],offer:51,offici:34,offset:[17,18,34,37,69,115,130],offset_infin:36,offset_range_track:16,offsetrang:37,offsetrangetrack:[16,36],offsetrestrictiontrack:37,oflong:29,often:[114,124],okai:34,old:[34,124],old_multipli:124,on_el:113,on_fir:113,on_merg:113,on_success_match:49,onc:[17,24,34,63,83,108,113,115,117],one:[1,4,13,21,24,26,27,32,34,38,39,40,42,48,49,51,63,69,82,83,107,108,110,114,115,117,122,131],ones:[38,48,74],onli:[1,2,3,6,7,8,9,10,11,13,14,17,21,26,27,32,34,36,38,39,40,42,45,49,51,52,53,62,63,69,74,75,76,77,80,83,84,85,93,98,99,100,101,102,107,108,109,111,114,117,119,120,121,123,124,125,126,127,128,129,130,131],opaqu:15,opcod:[116,133],open:[15,16,17,19,30,31,33,34,35],open_fil:16,open_shard:101,open_writ:[15,34],oper:[1,4,5,17,19,21,30,31,34,35,51,94,103,108,110,114,115,130],operation:114,opt_nam:98,optim:[13,39,113],option:[8,17,19,25,30,32,33,34,35,40,51,57,72,74,94,98,101,108,110,114,117,122,124,133],option_nam:50,order:[1,4,21,25,31,34,36,42,51,94,98,100,108,117,122],orderedpositionrangetrack:36,ordinari:63,ordinarili:[108,114],orfin:113,org:[29,34,48,67,109,113,119],orient:34,origin:[34,38,117],original_range_track:38,original_read:38,original_stop_posit:38,other:[14,17,19,21,27,34,36,39,42,51,57,69,87,93,108,109,114,115,117,122],otherwis:[1,9,17,34,38,51,98,99,108,110],our:51,out:[17,18,94,108],outer:[26,34],output:[12,13,15,16,17,32,34,39,40,42,51,63,74,76,79,82,83,85,97,99,108,110,114,115,121,133],output_at_earliest:115,output_at_earliest_transform:115,output_at_eow:115,output_at_latest:115,output_pcollect:[74,79],outputcheckwrapperdofn:121,outputstream:3,over:[48,87,108,114,129],overhead:17,overlap:34,overload:24,overload_ratio:24,overrid:[15,21,48,51,70,71,82,94,95,97,108,109,110,131],overridden:34,overwrit:15,own:[108,114],pack_ani:128,pack_struct:128,packag:[11,133],pad:[13,39,40],pair:[17,19,30,34,35,37,48,63,69,95,107,108,109],pairwithrestrictionfn:95,pane:113,parallel:[5,11,16,19,21,25,34,110,133],param:[38,105],paramet:[1,8,9,11,13,14,15,16,17,18,19,21,24,25,26,27,28,30,31,32,33,34,35,36,38,39,40,42,45,46,48,51,54,55,56,57,63,66,67,69,74,79,82,83,85,94,97,98,100,101,108,110,113,114,115,117,118,120,122,124,129,130,131],parameter:122,parameter_typ:[1,110,131],pardo:[21,34,63,82,94,95,108,110],pardo_payload:108,parent:[40,127],pars:[13,39,42,48,98,128],parse_byt:128,parse_int:117,parser:48,part:[1,16,17,19,21,30,34,35,45,48,67,69,82,88,108],partial:[27,34,81],partialgroupbykeycombiningvalu:81,particular:[13,34,38,39,40,42,110,114,120],partit:[21,27,28,34,108,122],partition_for:108,partitionfn:108,partitionid:27,pass:[1,13,15,17,19,21,30,33,34,35,40,42,48,67,82,101,108,110,113,115,117,131],past:[34,69],patch:100,patch_retri:100,path:[13,15,16,17,19,27,30,31,33,34,35,39,40,42,49,97,100,125],pathnam:[17,19,30,33,35],pattern:[13,16,17,19,31,39,40,42,49,101,110,129],payload:[32,131],payload_typ:61,pbegin:[34,70,99,108],pc1:114,pc2:114,pc3:114,pcoll1:114,pcoll:[13,21,25,32,34,39,40,51,63,67,81,82,95,98,107,108,110,114],pcollect:[1,4,13,15,21,25,34,39,42,51,63,79,82,85,94,95,99,101,107,108,110,114,115,133],pdf:42,pend:94,per:[21,63,79,81,103,108,114,129],per_element_cost:114,percent_complet:69,percentag:69,perel:107,perfectli:34,perform:[1,13,16,17,19,25,29,34,38,39,82,95,103,104,114,115,121],perform_multi_threaded_test:38,perhap:69,period:[25,115],perkei:107,permanentexcept:[8,129],permit:122,persist:[94,108],phase:[34,42,100],phaseset:42,phred:42,physic:77,pick:[1,109],pickl:[1,4,10,34,98,131],picklabl:34,pickle_urn:131,picklecod:[1,10,34],pickler:[6,133],piec:83,pipe:[18,110],pipelin:[1,5,11,13,16,21,32,33,34,39,40,42,45,46,48,49,56,57,63,64,65,67,71,72,73,76,78,79,82,88,93,94,95,97,98,99,101,108,109,110,111,114,121,133],pipeline_context:[64,133],pipeline_opt:[17,19,30,33,35,47,49,50,79,109,133],pipeline_options_valid:[47,133],pipeline_result:97,pipeline_verifi:[96,133],pipelinecontext:[1,93,131],pipelineerror:[5,51],pipelineopt:[17,19,30,35,48,49,51,98,109],pipelineoptionsvalid:49,pipelineresult:94,pipelinerunn:[51,67,78,88,94,98,133],pipelinest:[94,97],pipelinestatematch:97,pipelinevisitor:[51,76,121],pipestream:18,place:[9,11,63,108,110,115,129],placehold:[11,13,16,39,40],plain:63,plane:55,platform:126,pleas:[16,34,49],plugin:[17,123,133],pobject:108,point:[1,13,28,34,79,83,115,120,129,130],poll:67,poll_for_job_complet:67,pool:[11,48],pool_siz:11,pop_on:119,pop_thre:119,pop_top:119,pop_two:119,popen:126,popul:[51,109],portabl:[89,133],portion:108,pos:[14,36],posit:[11,14,17,18,34,36,37,38,42,49,69,99,108,117],position_at_fract:[14,34,36],position_for_fract:38,position_to_fract:36,positional_hint:117,possibl:[1,16,19,21,34,38,49,108],potenti:[63,79],power:133,practic:34,pre:[34,81],pre_fin:[15,34],pre_finalize_result:34,preced:114,precis:[115,130],predecessor:130,prefer:[1,17,131],prefix:[13,17,19,30,39,40],prepar:[21,56],preparationid:56,present:[18,21,42,54,107],preserv:[38,51],prevent:[16,34,46,114],previou:[21,34,82,99],previous:24,primari:[34,69],primarili:14,primary_range_track:38,primit:[1,70,78,82,95,115,122],print:[120,124],print_item:119,print_newlin:119,prior:34,prob:42,problem:94,proce:108,proces:95,process:[1,4,17,21,25,34,63,69,70,73,75,79,81,82,83,85,91,92,95,99,108,110,113,114,115,121,123,127,133],process_continu:82,process_element_invok:82,process_keyed_elements_transform:82,process_st:80,processcontinu:82,processdata:21,processel:82,processfn:82,processingtimeev:99,processkeyedel:95,processkeyedelementsviakeyedworkitem:82,processkeyedelementsviakeyedworkitemsoverrid:82,produc:[1,13,34,38,39,51,63,76,79,82,99,114,124],profil:[114,123,133],profile_id:127,profile_loc:127,profilingopt:48,program:[21,113,119,133],progress:[36,55,69,94,108],project:[8,21,25,27,32,49],project_id_pattern:49,project_number_pattern:49,promis:34,proper:[110,117],properli:[34,82,117],properti:[28,34,38],propertiesfromenumtyp:61,propertiesfromenumvalu:61,propertiesfrompayloadtyp:61,proto:[27,46,51,63,87,93,108,110,113],proto_message_typ:1,proto_util:[123,133],protobuf:[1,128],protoc:1,protocod:1,protocol:[1,34],provid:[1,11,13,17,18,19,21,25,28,30,32,34,35,36,37,50,51,57,79,83,85,93,94,98,99,108,110,114,117,131,133],provis:57,provisionserviceservic:57,provisionservicestub:57,pseudo:34,pseudocod:38,ptransform:[4,5,13,21,25,32,34,39,40,42,51,63,67,70,71,76,79,80,81,82,95,99,101,106,107,108,109,114,122,133],ptransform_arg:95,ptransform_fn:110,ptransform_kwarg:95,ptransform_overrid:[64,65,133],ptransform_side_input:95,ptransform_test:41,ptransformoverrid:[51,67,71,82,95],ptransformwithsideinput: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