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Pythonでのパッケージング: エコシステムの理解と現場での活用 PyCon APAC2023

Pythonでのパッケージング: エコシステムの理解と現場での活用 PyCon APAC2023

Higuchi kokoro

October 27, 2023
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  1. ©2023 Wantedly, Inc.
    PythonͰͷύοέʔδϯάɿ
    ΤίγεςϜͷཧղͱݱ৔Ͱͷ׆༻
    PyCon APAC 2023
    Oct 27, 2023 - Kokoro Higuchi

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  2. ©2021 Wantedly, Inc.
    ࿩͢͜ͱɾ࿩͞ͳ͍͜ͱ
    w ฉ͍ͯ΋Β͍͍ͨਓ👨💻👩💻
    w 1Z5PSDIͳͲύοέʔδͷΠϯετʔϧͰ٧·ͬͨ͜ͱ͕͋Δਓ
    w ͳͥ٧·ͬͨͷ͔ɺύοέʔδϯάͷΤίγεςϜͷશମ૾͔Βཧղ͍ͨ͠ਓ
    w ࿩͢͜ͱ📣
    w ύοέʔδϯάͷΤίγεςϜͷશମ૾
    w ύοέʔδΛΠϯετʔϧ͢Δਓ޲͚ͷ5JQT
    w ͋·Γ࿩͞ͳ͍͜ͱ🙊
    w ύοέʔδ࡞੒ɾӡ༻ଆͷ5JQT
    w ݸผͷٕज़ʹਂ͘য఺Λ౰ͯͨ࿩

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  3. ©2021 Wantedly, Inc.
    ࠓ೔ͷΞδΣϯμ
    ࣗݾ঺հɾձࣾ঺հ
    1ZIPOͷύοέʔδϯάΤίγεςϜͷશମ૾
    1ZUIPOͷύοέʔδΠϯετʔϧͷࣦഊྫͱݪҼ
    1ZUIPOͷύοέʔδΠϯετʔϧ͕೉͍͠ཧ༝
    ύοέʔδΛ͏·͘Πϯετʔϧ͢ΔͨΊͷ5JQT

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  4. ©2021 Wantedly, Inc.
    ࣗݾ঺հɾձࣾ঺հ

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  5. ©2021 Wantedly, Inc.
    ໊લ: Ṥޱ ৺ (Higuchi Kokoro)
    ॴଐ: Wantedly, inc.
    X: @zerebom_3
    σʔλαΠΤϯςΟετͱͯ͠ɺਪનγεςϜͷਫ਼౓վળɾධՁɾ

    ػցֶशج൫ͷ։ൃΛ͍ͯ͠·͢
    ਖ਼͘͠πʔϧ΍ϓϩάϥϛϯάݴޠΛ࢖͍ɺϩόετʹϓϩμΫτ։ൃ͢Δ͜ͱʹ

    ؔ৺͕͋Γ·͢
    ࣗݾ঺հ

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  6. ©2023 Wantedly, Inc.
    Create A World Where Work Drives Passion.
    γΰτͰίίϩΦυϧͻͱΛ;΍͢
    ձࣾ঺հ ࢲͨͪͷϛογϣϯ
    ©2023 Wantedly, Inc.

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  7. ©2023 Wantedly, Inc.
    ձࣾʹ༡ͼʹߦ͜͏
    ňΧδϡΞϧ໘ஊʯͱ͍͏࢓ࣄ୳͠ͷ৽ج४
    • ਓͱνʔϜΛʮ૝͍ʯͰϚονϯά


    • ň࿩Λฉ͖ʹߦ͘ʯମݧΛ௨ͯ͡ϑϥοτͳग़ձ͍Λ૑ग़
    ਐԽΛଓ͚ΔUIͱج൫
    • ίϯςϯπ͕ө͑ΔϞμϯͰγϯϓϧͳUIදݱ


    • ΑΓຊ࣭తͳϚονϯάΛՄೳʹ͢ΔਪનΞϧΰϦζϜ
    ఏڙϓϩμΫτ

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  8. ©2023 Wantedly, Inc.
    ࣄྫ঺հ ਓͱձࣾͷʮ྆૝͍ʯΛ࣮ݱ͢Δ૬ޓਪનγεςϜ

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  9. ©2021 Wantedly, Inc.
    1ZIPOͷύοέʔδϯάΤίγεςϜͷશମ૾

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  10. ©2021 Wantedly, Inc.
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    w Ϛγϯͷ04 MJOVY XJOEPXTʜ

    ύοέʔδར༻ऀͷࢹ఺

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  11. ©2021 Wantedly, Inc.
    ύοέʔδར༻ऀͷࢹ఺
    w ͍ͣΕ͔͕טΈ߹Θͳ͍ͱɺΠϯετʔϧࣦഊ😭

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  12. ©2021 Wantedly, Inc.
    ύοέʔδར༻ऀͷࢹ఺
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  13. ©2021 Wantedly, Inc.
    ͳʹ͕ى͖͔ͨΘ͔ΔΑ͏ʹ

    ΤίγεςϜશମΛཧղ͢Δ

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  14. ©2021 Wantedly, Inc.
    ΤίγεςϜͷશମ૾

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  15. ©2021 Wantedly, Inc.
    Ұͭͣͭղઆ͍͖ͯ͠·͢

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    w ύοέʔδ͕ूΊΒΕ͍ͯΔΦϯϥΠϯͷϦϙδτϦ
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    Ҿ༻:
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    https://anaconda.cloud/

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  17. ©2021 Wantedly, Inc.
    w 1Z1*Ͱ͸ύοέʔδʹؔ͢Δଟ͘ͷ৘ใ͕هࡌ͞ΕɺҰݩతʹݟΔ͜ͱ͕Ͱ͖Δ
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    w ࢖͏ύοέʔδΠϯετʔϥʔ΍ɺࢦఆ͢Δ63-ʹΑͬͯϦϙδτϦ͸ม͑ΒΕΔ
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  19. ©2021 Wantedly, Inc.
    w ύοέʔδϦϙδτϦ͔ΒύοέʔδΛΠϯετʔϧ͢Δπʔϧ
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    w ύοέʔδͷϏϧυ΋Ͱ͖Δ
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  20. ©2021 Wantedly, Inc.
    w ύοέʔδϦϙδτϦʹΞοϓϩʔυ͞Ε͍ͯΔύοέʔδͷܗࣜ
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    w ֦ுࢠXIFFM XIM

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  21. ©2021 Wantedly, Inc.
    w ύοέʔδϦϙδτϦʹΞοϓϩʔυ͞Ε͍ͯΔύοέʔδͷܗࣜ
    w 4PVSDF%JTUSJCVUJPO TEJTU

    w ಺༰෺ιʔείʔυͱηοτΞοϓεΫϦϓτ QZQSPKFDUUPNM
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    w ಛੑखݩͷϚγϯͰϏϧυ͕ߦΘΕΔͷͰ஗͍͕ॊೈ
    w ֦ுࢠUBSH[
    w $POEB$MPVEͳͲ͸ಠࣗͷܗࣜ

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  22. ©2021 Wantedly, Inc.
    w #VJMU%JTUSJCVUJPO CEJTU

    w Ξφϩδʔ͓ห౰
    w ͙͢৯΂ΒΕΔຯ͸ௐ੔Ͱ͖ͳ͍
    w 4PVSDF%JTUSJCVUJPO TEJTU

    w Ξφϩδʔ৯ࡐͱϨγϐ
    w ͙͢৯΂ΒΕͳ͍ຯ͸ޙ͔ΒௐઅͰ͖Δ
    σΟετϦϏϡʔγϣϯ ύοέʔδϯάܗࣜ

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  23. ©2021 Wantedly, Inc.
    w /VNQZͷ1Z1*ΛΈΔͱʜ
    w ଟ਺ͷ#EJTU XIM
    ͱҰͭͷ4EJTU UBSH[
    ͕ଘࡏ͢Δ
    w #EJTU͸1ZUIPOόʔδϣϯͱ04͝ͱʹଘࡏ͢Δ
    w ʮ͓ห౰༻ҙ͔ͨ͠Βɺ޷Έ ؀ڥ߹கͨ͠
    ͕

    ͋Ε͹ͦΕΛɺͳ͚Ε͹Ϩγϐ QZQSPKFDUUPNM


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    ʯ
    σΟετϦϏϡʔγϣϯ ύοέʔδϯάܗࣜ

    Ҿ༻: https://pypi.org/project/numpy/#files

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  24. ©2021 Wantedly, Inc.
    ύοέʔδͱύοέʔδϯά
    w ύοέʔδ͸։ൃऀʹΑͬͯҰ࿈ͷϑϩʔΛܦͯΞοϓϩʔυ͞ΕΔ
    w ύοέʔδϯάˠΞοϓϩʔυˠύοέʔδϦϙδτϦͱ͍͏ϑϩʔ
    w ݩͱͳΔιʔεπϦʔʹ͸ύοέʔδϯάʹඞཁͳϑΝΠϧؚ͕͍͔ͭ͘·Ε͍ͯΔ

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  25. ©2021 Wantedly, Inc.
    w ιʔεπϦʔ಺͸جຊతʹԼهͷΑ͏ͳߏ੒
    ύοέʔδͱύοέʔδϯά

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  26. ©2021 Wantedly, Inc.
    ύοέʔδͱύοέʔδϯά
    w ઃఆϑΝΠϧ QZQSPKFDUUPNM

    w ύοέʔδΛύοέʔδϯά͢ΔͨΊͷ

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    w ύοέʔδ͕ͲΜͳϥΠϒϥϦʹґଘ͍ͯ͠Δ͔
    w ͲΜͳόʔδϣϯͰಈ͔͘
    w ͲΜͳϥΠηϯεͷݩར༻Ͱ͖Δͷ͔
    w ͲΜͳϏϧυπʔϧΛ࢖ͬͯϏϧυ͢Δͷ͔

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  27. ©2021 Wantedly, Inc.
    14'ͱ1&1
    w 14' 1ZUIPO4PGUXBSF'PVOEBUJPO

    w 1ZUIPOͱؔ࿈ٕज़Λࢧԉɺอޢ͢Δ૊৫
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    w ύοέʔδϯάʹؔ͢Δ1&1΋ෳ਺͋Δ
    w 1&1ύοέʔδͷόʔδϣϯ൪߸ͷܗࣜͱґଘੑࢦఆΛඪ४Խ
    w 1&1ϏϧυγεςϜʹґଘ͠ͳ͍ιʔείʔυπϦʔͷϑΥʔϚοτͷఏҊ
    w 1&1QZQSPKFDUUPNMͰϏϧυγεςϜͷཁ݅Λࢦఆ

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  28. ©2021 Wantedly, Inc.
    14'ͱ1&1
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    https://peps.python.org/pep-0517

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  29. ©2021 Wantedly, Inc.
    ΤίγεςϜͷશମ૾

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  30. ©2021 Wantedly, Inc.
    1ZUIPOͷύοέʔδΠϯετʔϧͷࣦഊྫͱݪҼ
    1ZUPSDIͷΠϯετʔϧ
    GBTU5FYUͷΠϯετʔϧ

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  31. ©2021 Wantedly, Inc.
    1Z5PSDIͷΠϯετʔϧࣦഊࣄྫ
    w 1Z5PSDI͸Πϯετʔϧ͢Δࡍɺ04΍ΠϯετʔϥʔπʔϧΛࢦఆ͢Δඞཁ͕͋Δ
    w ্هͰਖ਼͘͠ࢦఆͯ͠΋(16ΛಡΈࠐΜͰ͘Εͳ͍͜ͱ΋
    Ҿ༻: https://pytorch.org/
    w ˞1Z5PSDI'BDFCPPL͕։ൃͨ͠ػցֶशϥΠϒϥϦɻ

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  32. ©2021 Wantedly, Inc.
    1Z5PSDIͷΠϯετʔϧ͕ࣦഊ͢Δཧ༝
    w 1Z1*ͷσΟετϦϏϡʔγϣϯ TEJTU CEJTU
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    w खಈΏ͑ʹϛε͕ੜ͡΍͍͢

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  33. ©2021 Wantedly, Inc.
    1Z5PSDIΛਖ਼͘͠؆୯ʹΠϯετʔϧ͢Δʹ͸
    w 1PFUSZͷTPVSDFࢦఆػೳΛ༻͍Δ͜ͱͰ΍΍؆қʹ
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  34. ©2021 Wantedly, Inc.
    GBTUUFYUͷΠϯετʔϧࣦഊࣄྫ
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  35. ©2021 Wantedly, Inc.
    GBTU5FYUͷΠϯετʔϧ͕ࣦഊ͢Δཧ༝
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  36. ©2021 Wantedly, Inc.
    GBTU5FYUͷΠϯετʔϧ͕ࣦഊ͢Δཧ༝
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  37. ©2021 Wantedly, Inc.
    GBTU5FYUͷΠϯετʔϧ͕ࣦഊ͢Δཧ༝
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  38. ©2021 Wantedly, Inc.
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  39. ©2021 Wantedly, Inc.
    1ZUIPOͷύοέʔδΠϯετʔϧ͕೉͍͠ཧ༝

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  40. ©2021 Wantedly, Inc.
    1ZUIPOͷྺ࢙͕௕͘ɺπʔϧͷ౷ഇ߹͕ଟ͍
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  41. ©2021 Wantedly, Inc.
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