Best Python code snippet using refurb_python
parmap.py
Source:parmap.py  
1import concurrent.futures2from typing import *3A1 = TypeVar("A1")4A2 = TypeVar("A2")5A3 = TypeVar("A3")6A4 = TypeVar("A4")7A5 = TypeVar("A5")8A6 = TypeVar("A6")9A7 = TypeVar("A7")10A8 = TypeVar("A8")11A9 = TypeVar("A9")12A10 = TypeVar("A10")13A11 = TypeVar("A11")14A12 = TypeVar("A12")15A13 = TypeVar("A13")16A14 = TypeVar("A14")17A15 = TypeVar("A15")18A16 = TypeVar("A16")19A17 = TypeVar("A17")20A18 = TypeVar("A18")21A19 = TypeVar("A19")22A20 = TypeVar("A20")23A21 = TypeVar("A21")24A22 = TypeVar("A22")25def par_map_2(26    func1: Callable[[], A1],27    func2: Callable[[], A2],28    executor: concurrent.futures.Executor,29) -> Tuple[A1, A2]:30    fut1 = executor.submit(func1)31    fut2 = executor.submit(func2)32    return fut1.result(), fut2.result()33def par_map_3(34    func1: Callable[[], A1],35    func2: Callable[[], A2],36    func3: Callable[[], A3],37    executor: concurrent.futures.Executor,38) -> Tuple[A1, A2, A3]:39    fut1 = executor.submit(func1)40    fut2 = executor.submit(func2)41    fut3 = executor.submit(func3)42    return fut1.result(), fut2.result(), fut3.result()43def par_map_4(44    func1: Callable[[], A1],45    func2: Callable[[], A2],46    func3: Callable[[], A3],47    func4: Callable[[], A4],48    executor: concurrent.futures.Executor,49) -> Tuple[A1, A2, A3, A4]:50    fut1 = executor.submit(func1)51    fut2 = executor.submit(func2)52    fut3 = executor.submit(func3)53    fut4 = executor.submit(func4)54    return fut1.result(), fut2.result(), fut3.result(), fut4.result()55def par_map_5(56    func1: Callable[[], A1],57    func2: Callable[[], A2],58    func3: Callable[[], A3],59    func4: Callable[[], A4],60    func5: Callable[[], A5],61    executor: concurrent.futures.Executor,62) -> Tuple[A1, A2, A3, A4, A5]:63    fut1 = executor.submit(func1)64    fut2 = executor.submit(func2)65    fut3 = executor.submit(func3)66    fut4 = executor.submit(func4)67    fut5 = executor.submit(func5)68    return fut1.result(), fut2.result(), fut3.result(), fut4.result(), fut5.result()69def par_map_6(70    func1: Callable[[], A1],71    func2: Callable[[], A2],72    func3: Callable[[], A3],73    func4: Callable[[], A4],74    func5: Callable[[], A5],75    func6: Callable[[], A6],76    executor: concurrent.futures.Executor,77) -> Tuple[A1, A2, A3, A4, A5, A6]:78    fut1 = executor.submit(func1)79    fut2 = executor.submit(func2)80    fut3 = executor.submit(func3)81    fut4 = executor.submit(func4)82    fut5 = executor.submit(func5)83    fut6 = executor.submit(func6)84    return (85        fut1.result(),86        fut2.result(),87        fut3.result(),88        fut4.result(),89        fut5.result(),90        fut6.result(),91    )92def par_map_7(93    func1: Callable[[], A1],94    func2: Callable[[], A2],95    func3: Callable[[], A3],96    func4: Callable[[], A4],97    func5: Callable[[], A5],98    func6: Callable[[], A6],99    func7: Callable[[], A7],100    executor: concurrent.futures.Executor,101) -> Tuple[A1, A2, A3, A4, A5, A6, A7]:102    fut1 = executor.submit(func1)103    fut2 = executor.submit(func2)104    fut3 = executor.submit(func3)105    fut4 = executor.submit(func4)106    fut5 = executor.submit(func5)107    fut6 = executor.submit(func6)108    fut7 = executor.submit(func7)109    return (110        fut1.result(),111        fut2.result(),112        fut3.result(),113        fut4.result(),114        fut5.result(),115        fut6.result(),116        fut7.result(),117    )118def par_map_8(119    func1: Callable[[], A1],120    func2: Callable[[], A2],121    func3: Callable[[], A3],122    func4: Callable[[], A4],123    func5: Callable[[], A5],124    func6: Callable[[], A6],125    func7: Callable[[], A7],126    func8: Callable[[], A8],127    executor: concurrent.futures.Executor,128) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8]:129    fut1 = executor.submit(func1)130    fut2 = executor.submit(func2)131    fut3 = executor.submit(func3)132    fut4 = executor.submit(func4)133    fut5 = executor.submit(func5)134    fut6 = executor.submit(func6)135    fut7 = executor.submit(func7)136    fut8 = executor.submit(func8)137    return (138        fut1.result(),139        fut2.result(),140        fut3.result(),141        fut4.result(),142        fut5.result(),143        fut6.result(),144        fut7.result(),145        fut8.result(),146    )147def par_map_9(148    func1: Callable[[], A1],149    func2: Callable[[], A2],150    func3: Callable[[], A3],151    func4: Callable[[], A4],152    func5: Callable[[], A5],153    func6: Callable[[], A6],154    func7: Callable[[], A7],155    func8: Callable[[], A8],156    func9: Callable[[], A9],157    executor: concurrent.futures.Executor,158) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9]:159    fut1 = executor.submit(func1)160    fut2 = executor.submit(func2)161    fut3 = executor.submit(func3)162    fut4 = executor.submit(func4)163    fut5 = executor.submit(func5)164    fut6 = executor.submit(func6)165    fut7 = executor.submit(func7)166    fut8 = executor.submit(func8)167    fut9 = executor.submit(func9)168    return (169        fut1.result(),170        fut2.result(),171        fut3.result(),172        fut4.result(),173        fut5.result(),174        fut6.result(),175        fut7.result(),176        fut8.result(),177        fut9.result(),178    )179def par_map_10(180    func1: Callable[[], A1],181    func2: Callable[[], A2],182    func3: Callable[[], A3],183    func4: Callable[[], A4],184    func5: Callable[[], A5],185    func6: Callable[[], A6],186    func7: Callable[[], A7],187    func8: Callable[[], A8],188    func9: Callable[[], A9],189    func10: Callable[[], A10],190    executor: concurrent.futures.Executor,191) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10]:192    fut1 = executor.submit(func1)193    fut2 = executor.submit(func2)194    fut3 = executor.submit(func3)195    fut4 = executor.submit(func4)196    fut5 = executor.submit(func5)197    fut6 = executor.submit(func6)198    fut7 = executor.submit(func7)199    fut8 = executor.submit(func8)200    fut9 = executor.submit(func9)201    fut10 = executor.submit(func10)202    return (203        fut1.result(),204        fut2.result(),205        fut3.result(),206        fut4.result(),207        fut5.result(),208        fut6.result(),209        fut7.result(),210        fut8.result(),211        fut9.result(),212        fut10.result(),213    )214def par_map_11(215    func1: Callable[[], A1],216    func2: Callable[[], A2],217    func3: Callable[[], A3],218    func4: Callable[[], A4],219    func5: Callable[[], A5],220    func6: Callable[[], A6],221    func7: Callable[[], A7],222    func8: Callable[[], A8],223    func9: Callable[[], A9],224    func10: Callable[[], A10],225    func11: Callable[[], A11],226    executor: concurrent.futures.Executor,227) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11]:228    fut1 = executor.submit(func1)229    fut2 = executor.submit(func2)230    fut3 = executor.submit(func3)231    fut4 = executor.submit(func4)232    fut5 = executor.submit(func5)233    fut6 = executor.submit(func6)234    fut7 = executor.submit(func7)235    fut8 = executor.submit(func8)236    fut9 = executor.submit(func9)237    fut10 = executor.submit(func10)238    fut11 = executor.submit(func11)239    return (240        fut1.result(),241        fut2.result(),242        fut3.result(),243        fut4.result(),244        fut5.result(),245        fut6.result(),246        fut7.result(),247        fut8.result(),248        fut9.result(),249        fut10.result(),250        fut11.result(),251    )252def par_map_12(253    func1: Callable[[], A1],254    func2: Callable[[], A2],255    func3: Callable[[], A3],256    func4: Callable[[], A4],257    func5: Callable[[], A5],258    func6: Callable[[], A6],259    func7: Callable[[], A7],260    func8: Callable[[], A8],261    func9: Callable[[], A9],262    func10: Callable[[], A10],263    func11: Callable[[], A11],264    func12: Callable[[], A12],265    executor: concurrent.futures.Executor,266) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12]:267    fut1 = executor.submit(func1)268    fut2 = executor.submit(func2)269    fut3 = executor.submit(func3)270    fut4 = executor.submit(func4)271    fut5 = executor.submit(func5)272    fut6 = executor.submit(func6)273    fut7 = executor.submit(func7)274    fut8 = executor.submit(func8)275    fut9 = executor.submit(func9)276    fut10 = executor.submit(func10)277    fut11 = executor.submit(func11)278    fut12 = executor.submit(func12)279    return (280        fut1.result(),281        fut2.result(),282        fut3.result(),283        fut4.result(),284        fut5.result(),285        fut6.result(),286        fut7.result(),287        fut8.result(),288        fut9.result(),289        fut10.result(),290        fut11.result(),291        fut12.result(),292    )293def par_map_13(294    func1: Callable[[], A1],295    func2: Callable[[], A2],296    func3: Callable[[], A3],297    func4: Callable[[], A4],298    func5: Callable[[], A5],299    func6: Callable[[], A6],300    func7: Callable[[], A7],301    func8: Callable[[], A8],302    func9: Callable[[], A9],303    func10: Callable[[], A10],304    func11: Callable[[], A11],305    func12: Callable[[], A12],306    func13: Callable[[], A13],307    executor: concurrent.futures.Executor,308) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13]:309    fut1 = executor.submit(func1)310    fut2 = executor.submit(func2)311    fut3 = executor.submit(func3)312    fut4 = executor.submit(func4)313    fut5 = executor.submit(func5)314    fut6 = executor.submit(func6)315    fut7 = executor.submit(func7)316    fut8 = executor.submit(func8)317    fut9 = executor.submit(func9)318    fut10 = executor.submit(func10)319    fut11 = executor.submit(func11)320    fut12 = executor.submit(func12)321    fut13 = executor.submit(func13)322    return (323        fut1.result(),324        fut2.result(),325        fut3.result(),326        fut4.result(),327        fut5.result(),328        fut6.result(),329        fut7.result(),330        fut8.result(),331        fut9.result(),332        fut10.result(),333        fut11.result(),334        fut12.result(),335        fut13.result(),336    )337def par_map_14(338    func1: Callable[[], A1],339    func2: Callable[[], A2],340    func3: Callable[[], A3],341    func4: Callable[[], A4],342    func5: Callable[[], A5],343    func6: Callable[[], A6],344    func7: Callable[[], A7],345    func8: Callable[[], A8],346    func9: Callable[[], A9],347    func10: Callable[[], A10],348    func11: Callable[[], A11],349    func12: Callable[[], A12],350    func13: Callable[[], A13],351    func14: Callable[[], A14],352    executor: concurrent.futures.Executor,353) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14]:354    fut1 = executor.submit(func1)355    fut2 = executor.submit(func2)356    fut3 = executor.submit(func3)357    fut4 = executor.submit(func4)358    fut5 = executor.submit(func5)359    fut6 = executor.submit(func6)360    fut7 = executor.submit(func7)361    fut8 = executor.submit(func8)362    fut9 = executor.submit(func9)363    fut10 = executor.submit(func10)364    fut11 = executor.submit(func11)365    fut12 = executor.submit(func12)366    fut13 = executor.submit(func13)367    fut14 = executor.submit(func14)368    return (369        fut1.result(),370        fut2.result(),371        fut3.result(),372        fut4.result(),373        fut5.result(),374        fut6.result(),375        fut7.result(),376        fut8.result(),377        fut9.result(),378        fut10.result(),379        fut11.result(),380        fut12.result(),381        fut13.result(),382        fut14.result(),383    )384def par_map_15(385    func1: Callable[[], A1],386    func2: Callable[[], A2],387    func3: Callable[[], A3],388    func4: Callable[[], A4],389    func5: Callable[[], A5],390    func6: Callable[[], A6],391    func7: Callable[[], A7],392    func8: Callable[[], A8],393    func9: Callable[[], A9],394    func10: Callable[[], A10],395    func11: Callable[[], A11],396    func12: Callable[[], A12],397    func13: Callable[[], A13],398    func14: Callable[[], A14],399    func15: Callable[[], A15],400    executor: concurrent.futures.Executor,401) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15]:402    fut1 = executor.submit(func1)403    fut2 = executor.submit(func2)404    fut3 = executor.submit(func3)405    fut4 = executor.submit(func4)406    fut5 = executor.submit(func5)407    fut6 = executor.submit(func6)408    fut7 = executor.submit(func7)409    fut8 = executor.submit(func8)410    fut9 = executor.submit(func9)411    fut10 = executor.submit(func10)412    fut11 = executor.submit(func11)413    fut12 = executor.submit(func12)414    fut13 = executor.submit(func13)415    fut14 = executor.submit(func14)416    fut15 = executor.submit(func15)417    return (418        fut1.result(),419        fut2.result(),420        fut3.result(),421        fut4.result(),422        fut5.result(),423        fut6.result(),424        fut7.result(),425        fut8.result(),426        fut9.result(),427        fut10.result(),428        fut11.result(),429        fut12.result(),430        fut13.result(),431        fut14.result(),432        fut15.result(),433    )434def par_map_16(435    func1: Callable[[], A1],436    func2: Callable[[], A2],437    func3: Callable[[], A3],438    func4: Callable[[], A4],439    func5: Callable[[], A5],440    func6: Callable[[], A6],441    func7: Callable[[], A7],442    func8: Callable[[], A8],443    func9: Callable[[], A9],444    func10: Callable[[], A10],445    func11: Callable[[], A11],446    func12: Callable[[], A12],447    func13: Callable[[], A13],448    func14: Callable[[], A14],449    func15: Callable[[], A15],450    func16: Callable[[], A16],451    executor: concurrent.futures.Executor,452) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16]:453    fut1 = executor.submit(func1)454    fut2 = executor.submit(func2)455    fut3 = executor.submit(func3)456    fut4 = executor.submit(func4)457    fut5 = executor.submit(func5)458    fut6 = executor.submit(func6)459    fut7 = executor.submit(func7)460    fut8 = executor.submit(func8)461    fut9 = executor.submit(func9)462    fut10 = executor.submit(func10)463    fut11 = executor.submit(func11)464    fut12 = executor.submit(func12)465    fut13 = executor.submit(func13)466    fut14 = executor.submit(func14)467    fut15 = executor.submit(func15)468    fut16 = executor.submit(func16)469    return (470        fut1.result(),471        fut2.result(),472        fut3.result(),473        fut4.result(),474        fut5.result(),475        fut6.result(),476        fut7.result(),477        fut8.result(),478        fut9.result(),479        fut10.result(),480        fut11.result(),481        fut12.result(),482        fut13.result(),483        fut14.result(),484        fut15.result(),485        fut16.result(),486    )487def par_map_17(488    func1: Callable[[], A1],489    func2: Callable[[], A2],490    func3: Callable[[], A3],491    func4: Callable[[], A4],492    func5: Callable[[], A5],493    func6: Callable[[], A6],494    func7: Callable[[], A7],495    func8: Callable[[], A8],496    func9: Callable[[], A9],497    func10: Callable[[], A10],498    func11: Callable[[], A11],499    func12: Callable[[], A12],500    func13: Callable[[], A13],501    func14: Callable[[], A14],502    func15: Callable[[], A15],503    func16: Callable[[], A16],504    func17: Callable[[], A17],505    executor: concurrent.futures.Executor,506) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17]:507    fut1 = executor.submit(func1)508    fut2 = executor.submit(func2)509    fut3 = executor.submit(func3)510    fut4 = executor.submit(func4)511    fut5 = executor.submit(func5)512    fut6 = executor.submit(func6)513    fut7 = executor.submit(func7)514    fut8 = executor.submit(func8)515    fut9 = executor.submit(func9)516    fut10 = executor.submit(func10)517    fut11 = executor.submit(func11)518    fut12 = executor.submit(func12)519    fut13 = executor.submit(func13)520    fut14 = executor.submit(func14)521    fut15 = executor.submit(func15)522    fut16 = executor.submit(func16)523    fut17 = executor.submit(func17)524    return (525        fut1.result(),526        fut2.result(),527        fut3.result(),528        fut4.result(),529        fut5.result(),530        fut6.result(),531        fut7.result(),532        fut8.result(),533        fut9.result(),534        fut10.result(),535        fut11.result(),536        fut12.result(),537        fut13.result(),538        fut14.result(),539        fut15.result(),540        fut16.result(),541        fut17.result(),542    )543def par_map_18(544    func1: Callable[[], A1],545    func2: Callable[[], A2],546    func3: Callable[[], A3],547    func4: Callable[[], A4],548    func5: Callable[[], A5],549    func6: Callable[[], A6],550    func7: Callable[[], A7],551    func8: Callable[[], A8],552    func9: Callable[[], A9],553    func10: Callable[[], A10],554    func11: Callable[[], A11],555    func12: Callable[[], A12],556    func13: Callable[[], A13],557    func14: Callable[[], A14],558    func15: Callable[[], A15],559    func16: Callable[[], A16],560    func17: Callable[[], A17],561    func18: Callable[[], A18],562    executor: concurrent.futures.Executor,563) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18]:564    fut1 = executor.submit(func1)565    fut2 = executor.submit(func2)566    fut3 = executor.submit(func3)567    fut4 = executor.submit(func4)568    fut5 = executor.submit(func5)569    fut6 = executor.submit(func6)570    fut7 = executor.submit(func7)571    fut8 = executor.submit(func8)572    fut9 = executor.submit(func9)573    fut10 = executor.submit(func10)574    fut11 = executor.submit(func11)575    fut12 = executor.submit(func12)576    fut13 = executor.submit(func13)577    fut14 = executor.submit(func14)578    fut15 = executor.submit(func15)579    fut16 = executor.submit(func16)580    fut17 = executor.submit(func17)581    fut18 = executor.submit(func18)582    return (583        fut1.result(),584        fut2.result(),585        fut3.result(),586        fut4.result(),587        fut5.result(),588        fut6.result(),589        fut7.result(),590        fut8.result(),591        fut9.result(),592        fut10.result(),593        fut11.result(),594        fut12.result(),595        fut13.result(),596        fut14.result(),597        fut15.result(),598        fut16.result(),599        fut17.result(),600        fut18.result(),601    )602def par_map_19(603    func1: Callable[[], A1],604    func2: Callable[[], A2],605    func3: Callable[[], A3],606    func4: Callable[[], A4],607    func5: Callable[[], A5],608    func6: Callable[[], A6],609    func7: Callable[[], A7],610    func8: Callable[[], A8],611    func9: Callable[[], A9],612    func10: Callable[[], A10],613    func11: Callable[[], A11],614    func12: Callable[[], A12],615    func13: Callable[[], A13],616    func14: Callable[[], A14],617    func15: Callable[[], A15],618    func16: Callable[[], A16],619    func17: Callable[[], A17],620    func18: Callable[[], A18],621    func19: Callable[[], A19],622    executor: concurrent.futures.Executor,623) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19]:624    fut1 = executor.submit(func1)625    fut2 = executor.submit(func2)626    fut3 = executor.submit(func3)627    fut4 = executor.submit(func4)628    fut5 = executor.submit(func5)629    fut6 = executor.submit(func6)630    fut7 = executor.submit(func7)631    fut8 = executor.submit(func8)632    fut9 = executor.submit(func9)633    fut10 = executor.submit(func10)634    fut11 = executor.submit(func11)635    fut12 = executor.submit(func12)636    fut13 = executor.submit(func13)637    fut14 = executor.submit(func14)638    fut15 = executor.submit(func15)639    fut16 = executor.submit(func16)640    fut17 = executor.submit(func17)641    fut18 = executor.submit(func18)642    fut19 = executor.submit(func19)643    return (644        fut1.result(),645        fut2.result(),646        fut3.result(),647        fut4.result(),648        fut5.result(),649        fut6.result(),650        fut7.result(),651        fut8.result(),652        fut9.result(),653        fut10.result(),654        fut11.result(),655        fut12.result(),656        fut13.result(),657        fut14.result(),658        fut15.result(),659        fut16.result(),660        fut17.result(),661        fut18.result(),662        fut19.result(),663    )664def par_map_20(665    func1: Callable[[], A1],666    func2: Callable[[], A2],667    func3: Callable[[], A3],668    func4: Callable[[], A4],669    func5: Callable[[], A5],670    func6: Callable[[], A6],671    func7: Callable[[], A7],672    func8: Callable[[], A8],673    func9: Callable[[], A9],674    func10: Callable[[], A10],675    func11: Callable[[], A11],676    func12: Callable[[], A12],677    func13: Callable[[], A13],678    func14: Callable[[], A14],679    func15: Callable[[], A15],680    func16: Callable[[], A16],681    func17: Callable[[], A17],682    func18: Callable[[], A18],683    func19: Callable[[], A19],684    func20: Callable[[], A20],685    executor: concurrent.futures.Executor,686) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20,]:687    fut1 = executor.submit(func1)688    fut2 = executor.submit(func2)689    fut3 = executor.submit(func3)690    fut4 = executor.submit(func4)691    fut5 = executor.submit(func5)692    fut6 = executor.submit(func6)693    fut7 = executor.submit(func7)694    fut8 = executor.submit(func8)695    fut9 = executor.submit(func9)696    fut10 = executor.submit(func10)697    fut11 = executor.submit(func11)698    fut12 = executor.submit(func12)699    fut13 = executor.submit(func13)700    fut14 = executor.submit(func14)701    fut15 = executor.submit(func15)702    fut16 = executor.submit(func16)703    fut17 = executor.submit(func17)704    fut18 = executor.submit(func18)705    fut19 = executor.submit(func19)706    fut20 = executor.submit(func20)707    return (708        fut1.result(),709        fut2.result(),710        fut3.result(),711        fut4.result(),712        fut5.result(),713        fut6.result(),714        fut7.result(),715        fut8.result(),716        fut9.result(),717        fut10.result(),718        fut11.result(),719        fut12.result(),720        fut13.result(),721        fut14.result(),722        fut15.result(),723        fut16.result(),724        fut17.result(),725        fut18.result(),726        fut19.result(),727        fut20.result(),728    )729def par_map_21(730    func1: Callable[[], A1],731    func2: Callable[[], A2],732    func3: Callable[[], A3],733    func4: Callable[[], A4],734    func5: Callable[[], A5],735    func6: Callable[[], A6],736    func7: Callable[[], A7],737    func8: Callable[[], A8],738    func9: Callable[[], A9],739    func10: Callable[[], A10],740    func11: Callable[[], A11],741    func12: Callable[[], A12],742    func13: Callable[[], A13],743    func14: Callable[[], A14],744    func15: Callable[[], A15],745    func16: Callable[[], A16],746    func17: Callable[[], A17],747    func18: Callable[[], A18],748    func19: Callable[[], A19],749    func20: Callable[[], A20],750    func21: Callable[[], A21],751    executor: concurrent.futures.Executor,752) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21,]:753    fut1 = executor.submit(func1)754    fut2 = executor.submit(func2)755    fut3 = executor.submit(func3)756    fut4 = executor.submit(func4)757    fut5 = executor.submit(func5)758    fut6 = executor.submit(func6)759    fut7 = executor.submit(func7)760    fut8 = executor.submit(func8)761    fut9 = executor.submit(func9)762    fut10 = executor.submit(func10)763    fut11 = executor.submit(func11)764    fut12 = executor.submit(func12)765    fut13 = executor.submit(func13)766    fut14 = executor.submit(func14)767    fut15 = executor.submit(func15)768    fut16 = executor.submit(func16)769    fut17 = executor.submit(func17)770    fut18 = executor.submit(func18)771    fut19 = executor.submit(func19)772    fut20 = executor.submit(func20)773    fut21 = executor.submit(func21)774    return (775        fut1.result(),776        fut2.result(),777        fut3.result(),778        fut4.result(),779        fut5.result(),780        fut6.result(),781        fut7.result(),782        fut8.result(),783        fut9.result(),784        fut10.result(),785        fut11.result(),786        fut12.result(),787        fut13.result(),788        fut14.result(),789        fut15.result(),790        fut16.result(),791        fut17.result(),792        fut18.result(),793        fut19.result(),794        fut20.result(),795        fut21.result(),796    )797def par_map_22(798    func1: Callable[[], A1],799    func2: Callable[[], A2],800    func3: Callable[[], A3],801    func4: Callable[[], A4],802    func5: Callable[[], A5],803    func6: Callable[[], A6],804    func7: Callable[[], A7],805    func8: Callable[[], A8],806    func9: Callable[[], A9],807    func10: Callable[[], A10],808    func11: Callable[[], A11],809    func12: Callable[[], A12],810    func13: Callable[[], A13],811    func14: Callable[[], A14],812    func15: Callable[[], A15],813    func16: Callable[[], A16],814    func17: Callable[[], A17],815    func18: Callable[[], A18],816    func19: Callable[[], A19],817    func20: Callable[[], A20],818    func21: Callable[[], A21],819    func22: Callable[[], A22],820    executor: concurrent.futures.Executor,821) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21, A22,]:822    fut1 = executor.submit(func1)823    fut2 = executor.submit(func2)824    fut3 = executor.submit(func3)825    fut4 = executor.submit(func4)826    fut5 = executor.submit(func5)827    fut6 = executor.submit(func6)828    fut7 = executor.submit(func7)829    fut8 = executor.submit(func8)830    fut9 = executor.submit(func9)831    fut10 = executor.submit(func10)832    fut11 = executor.submit(func11)833    fut12 = executor.submit(func12)834    fut13 = executor.submit(func13)835    fut14 = executor.submit(func14)836    fut15 = executor.submit(func15)837    fut16 = executor.submit(func16)838    fut17 = executor.submit(func17)839    fut18 = executor.submit(func18)840    fut19 = executor.submit(func19)841    fut20 = executor.submit(func20)842    fut21 = executor.submit(func21)843    fut22 = executor.submit(func22)844    return (845        fut1.result(),846        fut2.result(),847        fut3.result(),848        fut4.result(),849        fut5.result(),850        fut6.result(),851        fut7.result(),852        fut8.result(),853        fut9.result(),854        fut10.result(),855        fut11.result(),856        fut12.result(),857        fut13.result(),858        fut14.result(),859        fut15.result(),860        fut16.result(),861        fut17.result(),862        fut18.result(),863        fut19.result(),864        fut20.result(),865        fut21.result(),866        fut22.result(),867    )868@overload869def par_map_n(870    func1: Callable[[], A1], func2: Callable[[], A2], *, executor: concurrent.futures.Executor871) -> Tuple[A1, A2]:872    ...873@overload874def par_map_n(875    func1: Callable[[], A1], func2: Callable[[], A2], func3: Callable[[], A3], *, executor: concurrent.futures.Executor876) -> Tuple[A1, A2, A3]:877    ...878@overload879def par_map_n(880    func1: Callable[[], A1],881    func2: Callable[[], A2],882    func3: Callable[[], A3],883    func4: Callable[[], A4],884    *,885    executor: concurrent.futures.Executor,886) -> Tuple[A1, A2, A3, A4]:887    ...888@overload889def par_map_n(890    func1: Callable[[], A1],891    func2: Callable[[], A2],892    func3: Callable[[], A3],893    func4: Callable[[], A4],894    func5: Callable[[], A5],895    *,896    executor: concurrent.futures.Executor,897) -> Tuple[A1, A2, A3, A4, A5]:898    ...899@overload900def par_map_n(901    func1: Callable[[], A1],902    func2: Callable[[], A2],903    func3: Callable[[], A3],904    func4: Callable[[], A4],905    func5: Callable[[], A5],906    func6: Callable[[], A6],907    *,908    executor: concurrent.futures.Executor,909) -> Tuple[A1, A2, A3, A4, A5, A6]:910    ...911@overload912def par_map_n(913    func1: Callable[[], A1],914    func2: Callable[[], A2],915    func3: Callable[[], A3],916    func4: Callable[[], A4],917    func5: Callable[[], A5],918    func6: Callable[[], A6],919    func7: Callable[[], A7],920    *,921    executor: concurrent.futures.Executor,922) -> Tuple[A1, A2, A3, A4, A5, A6, A7]:923    ...924@overload925def par_map_n(926    func1: Callable[[], A1],927    func2: Callable[[], A2],928    func3: Callable[[], A3],929    func4: Callable[[], A4],930    func5: Callable[[], A5],931    func6: Callable[[], A6],932    func7: Callable[[], A7],933    func8: Callable[[], A8],934    *,935    executor: concurrent.futures.Executor,936) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8]:937    ...938@overload939def par_map_n(940    func1: Callable[[], A1],941    func2: Callable[[], A2],942    func3: Callable[[], A3],943    func4: Callable[[], A4],944    func5: Callable[[], A5],945    func6: Callable[[], A6],946    func7: Callable[[], A7],947    func8: Callable[[], A8],948    func9: Callable[[], A9],949    *,950    executor: concurrent.futures.Executor,951) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9]:952    ...953@overload954def par_map_n(955    func1: Callable[[], A1],956    func2: Callable[[], A2],957    func3: Callable[[], A3],958    func4: Callable[[], A4],959    func5: Callable[[], A5],960    func6: Callable[[], A6],961    func7: Callable[[], A7],962    func8: Callable[[], A8],963    func9: Callable[[], A9],964    func10: Callable[[], A10],965    *,966    executor: concurrent.futures.Executor,967) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10]:968    ...969@overload970def par_map_n(971    func1: Callable[[], A1],972    func2: Callable[[], A2],973    func3: Callable[[], A3],974    func4: Callable[[], A4],975    func5: Callable[[], A5],976    func6: Callable[[], A6],977    func7: Callable[[], A7],978    func8: Callable[[], A8],979    func9: Callable[[], A9],980    func10: Callable[[], A10],981    func11: Callable[[], A11],982    *,983    executor: concurrent.futures.Executor,984) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11]:985    ...986@overload987def par_map_n(988    func1: Callable[[], A1],989    func2: Callable[[], A2],990    func3: Callable[[], A3],991    func4: Callable[[], A4],992    func5: Callable[[], A5],993    func6: Callable[[], A6],994    func7: Callable[[], A7],995    func8: Callable[[], A8],996    func9: Callable[[], A9],997    func10: Callable[[], A10],998    func11: Callable[[], A11],999    func12: Callable[[], A12],1000    *,1001    executor: concurrent.futures.Executor,1002) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12]:1003    ...1004@overload1005def par_map_n(1006    func1: Callable[[], A1],1007    func2: Callable[[], A2],1008    func3: Callable[[], A3],1009    func4: Callable[[], A4],1010    func5: Callable[[], A5],1011    func6: Callable[[], A6],1012    func7: Callable[[], A7],1013    func8: Callable[[], A8],1014    func9: Callable[[], A9],1015    func10: Callable[[], A10],1016    func11: Callable[[], A11],1017    func12: Callable[[], A12],1018    func13: Callable[[], A13],1019    *,1020    executor: concurrent.futures.Executor,1021) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13]:1022    ...1023@overload1024def par_map_n(1025    func1: Callable[[], A1],1026    func2: Callable[[], A2],1027    func3: Callable[[], A3],1028    func4: Callable[[], A4],1029    func5: Callable[[], A5],1030    func6: Callable[[], A6],1031    func7: Callable[[], A7],1032    func8: Callable[[], A8],1033    func9: Callable[[], A9],1034    func10: Callable[[], A10],1035    func11: Callable[[], A11],1036    func12: Callable[[], A12],1037    func13: Callable[[], A13],1038    func14: Callable[[], A14],1039    *,1040    executor: concurrent.futures.Executor,1041) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14]:1042    ...1043@overload1044def par_map_n(1045    func1: Callable[[], A1],1046    func2: Callable[[], A2],1047    func3: Callable[[], A3],1048    func4: Callable[[], A4],1049    func5: Callable[[], A5],1050    func6: Callable[[], A6],1051    func7: Callable[[], A7],1052    func8: Callable[[], A8],1053    func9: Callable[[], A9],1054    func10: Callable[[], A10],1055    func11: Callable[[], A11],1056    func12: Callable[[], A12],1057    func13: Callable[[], A13],1058    func14: Callable[[], A14],1059    func15: Callable[[], A15],1060    *,1061    executor: concurrent.futures.Executor,1062) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15]:1063    ...1064@overload1065def par_map_n(1066    func1: Callable[[], A1],1067    func2: Callable[[], A2],1068    func3: Callable[[], A3],1069    func4: Callable[[], A4],1070    func5: Callable[[], A5],1071    func6: Callable[[], A6],1072    func7: Callable[[], A7],1073    func8: Callable[[], A8],1074    func9: Callable[[], A9],1075    func10: Callable[[], A10],1076    func11: Callable[[], A11],1077    func12: Callable[[], A12],1078    func13: Callable[[], A13],1079    func14: Callable[[], A14],1080    func15: Callable[[], A15],1081    func16: Callable[[], A16],1082    *,1083    executor: concurrent.futures.Executor,1084) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16]:1085    ...1086@overload1087def par_map_n(1088    func1: Callable[[], A1],1089    func2: Callable[[], A2],1090    func3: Callable[[], A3],1091    func4: Callable[[], A4],1092    func5: Callable[[], A5],1093    func6: Callable[[], A6],1094    func7: Callable[[], A7],1095    func8: Callable[[], A8],1096    func9: Callable[[], A9],1097    func10: Callable[[], A10],1098    func11: Callable[[], A11],1099    func12: Callable[[], A12],1100    func13: Callable[[], A13],1101    func14: Callable[[], A14],1102    func15: Callable[[], A15],1103    func16: Callable[[], A16],1104    func17: Callable[[], A17],1105    *,1106    executor: concurrent.futures.Executor,1107) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17]:1108    ...1109@overload1110def par_map_n(1111    func1: Callable[[], A1],1112    func2: Callable[[], A2],1113    func3: Callable[[], A3],1114    func4: Callable[[], A4],1115    func5: Callable[[], A5],1116    func6: Callable[[], A6],1117    func7: Callable[[], A7],1118    func8: Callable[[], A8],1119    func9: Callable[[], A9],1120    func10: Callable[[], A10],1121    func11: Callable[[], A11],1122    func12: Callable[[], A12],1123    func13: Callable[[], A13],1124    func14: Callable[[], A14],1125    func15: Callable[[], A15],1126    func16: Callable[[], A16],1127    func17: Callable[[], A17],1128    func18: Callable[[], A18],1129    *,1130    executor: concurrent.futures.Executor,1131) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18]:1132    ...1133@overload1134def par_map_n(1135    func1: Callable[[], A1],1136    func2: Callable[[], A2],1137    func3: Callable[[], A3],1138    func4: Callable[[], A4],1139    func5: Callable[[], A5],1140    func6: Callable[[], A6],1141    func7: Callable[[], A7],1142    func8: Callable[[], A8],1143    func9: Callable[[], A9],1144    func10: Callable[[], A10],1145    func11: Callable[[], A11],1146    func12: Callable[[], A12],1147    func13: Callable[[], A13],1148    func14: Callable[[], A14],1149    func15: Callable[[], A15],1150    func16: Callable[[], A16],1151    func17: Callable[[], A17],1152    func18: Callable[[], A18],1153    func19: Callable[[], A19],1154    *,1155    executor: concurrent.futures.Executor,1156) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19]:1157    ...1158@overload1159def par_map_n(1160    func1: Callable[[], A1],1161    func2: Callable[[], A2],1162    func3: Callable[[], A3],1163    func4: Callable[[], A4],1164    func5: Callable[[], A5],1165    func6: Callable[[], A6],1166    func7: Callable[[], A7],1167    func8: Callable[[], A8],1168    func9: Callable[[], A9],1169    func10: Callable[[], A10],1170    func11: Callable[[], A11],1171    func12: Callable[[], A12],1172    func13: Callable[[], A13],1173    func14: Callable[[], A14],1174    func15: Callable[[], A15],1175    func16: Callable[[], A16],1176    func17: Callable[[], A17],1177    func18: Callable[[], A18],1178    func19: Callable[[], A19],1179    func20: Callable[[], A20],1180    *,1181    executor: concurrent.futures.Executor,1182) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20]:1183    ...1184@overload1185def par_map_n(1186    func1: Callable[[], A1],1187    func2: Callable[[], A2],1188    func3: Callable[[], A3],1189    func4: Callable[[], A4],1190    func5: Callable[[], A5],1191    func6: Callable[[], A6],1192    func7: Callable[[], A7],1193    func8: Callable[[], A8],1194    func9: Callable[[], A9],1195    func10: Callable[[], A10],1196    func11: Callable[[], A11],1197    func12: Callable[[], A12],1198    func13: Callable[[], A13],1199    func14: Callable[[], A14],1200    func15: Callable[[], A15],1201    func16: Callable[[], A16],1202    func17: Callable[[], A17],1203    func18: Callable[[], A18],1204    func19: Callable[[], A19],1205    func20: Callable[[], A20],1206    func21: Callable[[], A21],1207    *,1208    executor: concurrent.futures.Executor,1209) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21]:1210    ...1211@overload1212def par_map_n(1213    func1: Callable[[], A1],1214    func2: Callable[[], A2],1215    func3: Callable[[], A3],1216    func4: Callable[[], A4],1217    func5: Callable[[], A5],1218    func6: Callable[[], A6],1219    func7: Callable[[], A7],1220    func8: Callable[[], A8],1221    func9: Callable[[], A9],1222    func10: Callable[[], A10],1223    func11: Callable[[], A11],1224    func12: Callable[[], A12],1225    func13: Callable[[], A13],1226    func14: Callable[[], A14],1227    func15: Callable[[], A15],1228    func16: Callable[[], A16],1229    func17: Callable[[], A17],1230    func18: Callable[[], A18],1231    func19: Callable[[], A19],1232    func20: Callable[[], A20],1233    func21: Callable[[], A21],1234    func22: Callable[[], A22],1235    *,1236    executor: concurrent.futures.Executor,1237) -> Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21, A22]:1238    ...1239def par_map_n(1240    func1: Callable[[], A1],1241    func2: Callable[[], A2],1242    func3: Optional[Callable[[], A3]] = None,1243    func4: Optional[Callable[[], A4]] = None,1244    func5: Optional[Callable[[], A5]] = None,1245    func6: Optional[Callable[[], A6]] = None,1246    func7: Optional[Callable[[], A7]] = None,1247    func8: Optional[Callable[[], A8]] = None,1248    func9: Optional[Callable[[], A9]] = None,1249    func10: Optional[Callable[[], A10]] = None,1250    func11: Optional[Callable[[], A11]] = None,1251    func12: Optional[Callable[[], A12]] = None,1252    func13: Optional[Callable[[], A13]] = None,1253    func14: Optional[Callable[[], A14]] = None,1254    func15: Optional[Callable[[], A15]] = None,1255    func16: Optional[Callable[[], A16]] = None,1256    func17: Optional[Callable[[], A17]] = None,1257    func18: Optional[Callable[[], A18]] = None,1258    func19: Optional[Callable[[], A19]] = None,1259    func20: Optional[Callable[[], A20]] = None,1260    func21: Optional[Callable[[], A21]] = None,1261    func22: Optional[Callable[[], A22]] = None,1262    *,  # Makes executor keyword only1263    executor: concurrent.futures.Executor,1264) -> Union[1265    Tuple[A1, A2],1266    Tuple[A1, A2, A3],1267    Tuple[A1, A2, A3, A4],1268    Tuple[A1, A2, A3, A4, A5],1269    Tuple[A1, A2, A3, A4, A5, A6],1270    Tuple[A1, A2, A3, A4, A5, A6, A7],1271    Tuple[A1, A2, A3, A4, A5, A6, A7, A8],1272    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9],1273    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10],1274    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11],1275    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12],1276    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13],1277    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14],1278    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15],1279    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16],1280    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17],1281    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18],1282    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19],1283    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20],1284    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21],1285    Tuple[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15, A16, A17, A18, A19, A20, A21, A22],1286]:1287    """Executes 2 to 22 functions in parallel"""1288    if (1289        func22 is not None1290        and func21 is not None1291        and func20 is not None1292        and func19 is not None1293        and func18 is not None1294        and func17 is not None1295        and func16 is not None1296        and func15 is not None1297        and func14 is not None1298        and func13 is not None1299        and func12 is not None1300        and func11 is not None1301        and func10 is not None1302        and func9 is not None1303        and func8 is not None1304        and func7 is not None1305        and func6 is not None1306        and func5 is not None1307        and func4 is not None1308        and func3 is not None1309    ):1310        return par_map_22(1311            func1=func1,1312            func2=func2,1313            func3=func3,1314            func4=func4,1315            func5=func5,1316            func6=func6,1317            func7=func7,1318            func8=func8,1319            func9=func9,1320            func10=func10,1321            func11=func11,1322            func12=func12,1323            func13=func13,1324            func14=func14,1325            func15=func15,1326            func16=func16,1327            func17=func17,1328            func18=func18,1329            func19=func19,1330            func20=func20,1331            func21=func21,1332            func22=func22,1333            executor=executor,1334        )1335    if (1336        func21 is not None1337        and func20 is not None1338        and func19 is not None1339        and func18 is not None1340        and func17 is not None1341        and func16 is not None1342        and func15 is not None1343        and func14 is not None1344        and func13 is not None1345        and func12 is not None1346        and func11 is not None1347        and func10 is not None1348        and func9 is not None1349        and func8 is not None1350        and func7 is not None1351        and func6 is not None1352        and func5 is not None1353        and func4 is not None1354        and func3 is not None1355    ):1356        return par_map_21(1357            func1=func1,1358            func2=func2,1359            func3=func3,1360            func4=func4,1361            func5=func5,1362            func6=func6,1363            func7=func7,1364            func8=func8,1365            func9=func9,1366            func10=func10,1367            func11=func11,1368            func12=func12,1369            func13=func13,1370            func14=func14,1371            func15=func15,1372            func16=func16,1373            func17=func17,1374            func18=func18,1375            func19=func19,1376            func20=func20,1377            func21=func21,1378            executor=executor,1379        )1380    if (1381        func20 is not None1382        and func19 is not None1383        and func18 is not None1384        and func17 is not None1385        and func16 is not None1386        and func15 is not None1387        and func14 is not None1388        and func13 is not None1389        and func12 is not None1390        and func11 is not None1391        and func10 is not None1392        and func9 is not None1393        and func8 is not None1394        and func7 is not None1395        and func6 is not None1396        and func5 is not None1397        and func4 is not None1398        and func3 is not None1399    ):1400        return par_map_20(1401            func1=func1,1402            func2=func2,1403            func3=func3,1404            func4=func4,1405            func5=func5,1406            func6=func6,1407            func7=func7,1408            func8=func8,1409            func9=func9,1410            func10=func10,1411            func11=func11,1412            func12=func12,1413            func13=func13,1414            func14=func14,1415            func15=func15,1416            func16=func16,1417            func17=func17,1418            func18=func18,1419            func19=func19,1420            func20=func20,1421            executor=executor,1422        )1423    if (1424        func19 is not None1425        and func18 is not None1426        and func17 is not None1427        and func16 is not None1428        and func15 is not None1429        and func14 is not None1430        and func13 is not None1431        and func12 is not None1432        and func11 is not None1433        and func10 is not None1434        and func9 is not None1435        and func8 is not None1436        and func7 is not None1437        and func6 is not None1438        and func5 is not None1439        and func4 is not None1440        and func3 is not None1441    ):1442        return par_map_19(1443            func1=func1,1444            func2=func2,1445            func3=func3,1446            func4=func4,1447            func5=func5,1448            func6=func6,1449            func7=func7,1450            func8=func8,1451            func9=func9,1452            func10=func10,1453            func11=func11,1454            func12=func12,1455            func13=func13,1456            func14=func14,1457            func15=func15,1458            func16=func16,1459            func17=func17,1460            func18=func18,1461            func19=func19,1462            executor=executor,1463        )1464    if (1465        func18 is not None1466        and func17 is not None1467        and func16 is not None1468        and func15 is not None1469        and func14 is not None1470        and func13 is not None1471        and func12 is not None1472        and func11 is not None1473        and func10 is not None1474        and func9 is not None1475        and func8 is not None1476        and func7 is not None1477        and func6 is not None1478        and func5 is not None1479        and func4 is not None1480        and func3 is not None1481    ):1482        return par_map_18(1483            func1=func1,1484            func2=func2,1485            func3=func3,1486            func4=func4,1487            func5=func5,1488            func6=func6,1489            func7=func7,1490            func8=func8,1491            func9=func9,1492            func10=func10,1493            func11=func11,1494            func12=func12,1495            func13=func13,1496            func14=func14,1497            func15=func15,1498            func16=func16,1499            func17=func17,1500            func18=func18,1501            executor=executor,1502        )1503    if (1504        func17 is not None1505        and func16 is not None1506        and func15 is not None1507        and func14 is not None1508        and func13 is not None1509        and func12 is not None1510        and func11 is not None1511        and func10 is not None1512        and func9 is not None1513        and func8 is not None1514        and func7 is not None1515        and func6 is not None1516        and func5 is not None1517        and func4 is not None1518        and func3 is not None1519    ):1520        return par_map_17(1521            func1=func1,1522            func2=func2,1523            func3=func3,1524            func4=func4,1525            func5=func5,1526            func6=func6,1527            func7=func7,1528            func8=func8,1529            func9=func9,1530            func10=func10,1531            func11=func11,1532            func12=func12,1533            func13=func13,1534            func14=func14,1535            func15=func15,1536            func16=func16,1537            func17=func17,1538            executor=executor,1539        )1540    if (1541        func16 is not None1542        and func15 is not None1543        and func14 is not None1544        and func13 is not None1545        and func12 is not None1546        and func11 is not None1547        and func10 is not None1548        and func9 is not None1549        and func8 is not None1550        and func7 is not None1551        and func6 is not None1552        and func5 is not None1553        and func4 is not None1554        and func3 is not None1555    ):1556        return par_map_16(1557            func1=func1,1558            func2=func2,1559            func3=func3,1560            func4=func4,1561            func5=func5,1562            func6=func6,1563            func7=func7,1564            func8=func8,1565            func9=func9,1566            func10=func10,1567            func11=func11,1568            func12=func12,1569            func13=func13,1570            func14=func14,1571            func15=func15,1572            func16=func16,1573            executor=executor,1574        )1575    if (1576        func15 is not None1577        and func14 is not None1578        and func13 is not None1579        and func12 is not None1580        and func11 is not None1581        and func10 is not None1582        and func9 is not None1583        and func8 is not None1584        and func7 is not None1585        and func6 is not None1586        and func5 is not None1587        and func4 is not None1588        and func3 is not None1589    ):1590        return par_map_15(1591            func1=func1,1592            func2=func2,1593            func3=func3,1594            func4=func4,1595            func5=func5,1596            func6=func6,1597            func7=func7,1598            func8=func8,1599            func9=func9,1600            func10=func10,1601            func11=func11,1602            func12=func12,1603            func13=func13,1604            func14=func14,1605            func15=func15,1606            executor=executor,1607        )1608    if (1609        func14 is not None1610        and func13 is not None1611        and func12 is not None1612        and func11 is not None1613        and func10 is not None1614        and func9 is not None1615        and func8 is not None1616        and func7 is not None1617        and func6 is not None1618        and func5 is not None1619        and func4 is not None1620        and func3 is not None1621    ):1622        return par_map_14(1623            func1=func1,1624            func2=func2,1625            func3=func3,1626            func4=func4,1627            func5=func5,1628            func6=func6,1629            func7=func7,1630            func8=func8,1631            func9=func9,1632            func10=func10,1633            func11=func11,1634            func12=func12,1635            func13=func13,1636            func14=func14,1637            executor=executor,1638        )1639    if (1640        func13 is not None1641        and func12 is not None1642        and func11 is not None1643        and func10 is not None1644        and func9 is not None1645        and func8 is not None1646        and func7 is not None1647        and func6 is not None1648        and func5 is not None1649        and func4 is not None1650        and func3 is not None1651    ):1652        return par_map_13(1653            func1=func1,1654            func2=func2,1655            func3=func3,1656            func4=func4,1657            func5=func5,1658            func6=func6,1659            func7=func7,1660            func8=func8,1661            func9=func9,1662            func10=func10,1663            func11=func11,1664            func12=func12,1665            func13=func13,1666            executor=executor,1667        )1668    if (1669        func12 is not None1670        and func11 is not None1671        and func10 is not None1672        and func9 is not None1673        and func8 is not None1674        and func7 is not None1675        and func6 is not None1676        and func5 is not None1677        and func4 is not None1678        and func3 is not None1679    ):1680        return par_map_12(1681            func1=func1,1682            func2=func2,1683            func3=func3,1684            func4=func4,1685            func5=func5,1686            func6=func6,1687            func7=func7,1688            func8=func8,1689            func9=func9,1690            func10=func10,1691            func11=func11,1692            func12=func12,1693            executor=executor,1694        )1695    if (1696        func11 is not None1697        and func10 is not None1698        and func9 is not None1699        and func8 is not None1700        and func7 is not None1701        and func6 is not None1702        and func5 is not None1703        and func4 is not None1704        and func3 is not None1705    ):1706        return par_map_11(1707            func1=func1,1708            func2=func2,1709            func3=func3,1710            func4=func4,1711            func5=func5,1712            func6=func6,1713            func7=func7,1714            func8=func8,1715            func9=func9,1716            func10=func10,1717            func11=func11,1718            executor=executor,1719        )1720    if (1721        func10 is not None1722        and func9 is not None1723        and func8 is not None1724        and func7 is not None1725        and func6 is not None1726        and func5 is not None1727        and func4 is not None1728        and func3 is not None1729    ):1730        return par_map_10(1731            func1=func1,1732            func2=func2,1733            func3=func3,1734            func4=func4,1735            func5=func5,1736            func6=func6,1737            func7=func7,1738            func8=func8,1739            func9=func9,1740            func10=func10,1741            executor=executor,1742        )1743    if (1744        func9 is not None1745        and func8 is not None1746        and func7 is not None1747        and func6 is not None1748        and func5 is not None1749        and func4 is not None1750        and func3 is not None1751    ):1752        return par_map_9(1753            func1=func1,1754            func2=func2,1755            func3=func3,1756            func4=func4,1757            func5=func5,1758            func6=func6,1759            func7=func7,1760            func8=func8,1761            func9=func9,1762            executor=executor,1763        )1764    if (1765        func8 is not None1766        and func7 is not None1767        and func6 is not None1768        and func5 is not None1769        and func4 is not None1770        and func3 is not None1771    ):1772        return par_map_8(1773            func1=func1,1774            func2=func2,1775            func3=func3,1776            func4=func4,1777            func5=func5,1778            func6=func6,1779            func7=func7,1780            func8=func8,1781            executor=executor,1782        )1783    if func7 is not None and func6 is not None and func5 is not None and func4 is not None and func3 is not None:1784        return par_map_7(1785            func1=func1, func2=func2, func3=func3, func4=func4, func5=func5, func6=func6, func7=func7, executor=executor1786        )1787    if func6 is not None and func5 is not None and func4 is not None and func3 is not None:1788        return par_map_6(1789            func1=func1, func2=func2, func3=func3, func4=func4, func5=func5, func6=func6, executor=executor1790        )1791    if func5 is not None and func4 is not None and func3 is not None:1792        return par_map_5(func1=func1, func2=func2, func3=func3, func4=func4, func5=func5, executor=executor)1793    if func4 is not None and func3 is not None:1794        return par_map_4(func1=func1, func2=func2, func3=func3, func4=func4, executor=executor)1795    if func3 is not None:1796        return par_map_3(func1=func1, func2=func2, func3=func3, executor=executor)1797    else:...2018-2(by JiangXiaofeng).py
Source:2018-2(by JiangXiaofeng).py  
...tutorial6.py
Source:tutorial6.py  
1if __name__ == '__main__':2    import sys3    if len(sys.argv) == 1:4        sys.exit('Please enter True or False')5    if sys.argv[1]:6        import func67        print('function from func6 imported')8        print('function to find odd numbers:', func6.findOdd(10))9        print('assign function to a new object name, oddy')10        oddy = func6.findOdd11        print('calling oddy', oddy(3))12        print('module.__name__ ', func6.__name__)13        varInFunc6 = 'oh'14        print('Set varInFunc6 = "oh"', varInFunc6)15        from func6 import varInFunc616        print('Variable directly imported from func6 becomes the global var here', varInFunc6)17        print('varInFunc6 becomes', varInFunc6)18        from func6 import findOdd as oddy19        print('import findOdd function directly as oddy')20        print('call oddy directly', oddy(489))21        print('If module is updated, we can restart interpreter or use "importlib.reload()"')22        print('first, import importlib')23        import importlib24        print('Reload func6', importlib.reload(func6))25        26        import func627        if len(sys.argv) >= 3:28            print(func6.findOdd(int(sys.argv[2])))29        print('sys.path contains the list of strings which are the search paths for modules')30        print(sys.path)31        print('you can add on additional search paths by using sys.path.append("loc")')32        print('using dir() to find out names in modules')33        print(dir(func6))34        import builtins35        print("dir(builtins) returns all the builtin functions and variables")36        print(dir(builtins))37        print('Creating packages')38        print('Every level of folder has to contain __init__.py')39        print('submodules can be loaded such as import func6sub.func6sub')40        import func6sub.func6sub41        if len(sys.argv) > 3:42            print(func6sub.func6sub.findEven(int(sys.argv[3])))43        print('We can also use from xx.xx import func')44        from func6sub.func6sub import findEven45        print('and call function directly')46        if len(sys.argv) > 3:...Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.
You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.
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