モバイルアプリの行動ログの「仕込み」を快適にする / iOSDC Japan 2022 - Mobile App Logging

iOSDC Japan 2022、9/12(月) 13:55〜 Track B での発表内容です
https://fortee.jp/iosdc-japan-2022/proposal/ad544d2d-0e37-48f7-836a-3d46abe4ad2f

動画
https://youtu.be/4NGvI9PoAIQ?list=PLod2oSGQp3W6tx5JMQntpuZ-fNpP4Y_Hh

クックパッドの After Party についてhttps://cookpad.connpass.com/event/254459/

Transcript

1. :VKJ'VKJTBLBJ04%$+BQBO
   ϞόΠϧΞϓϦͷߦಈϩάͷ
   ʮ࢓ࠐΈʯΛշదʹ͢Δ
   

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2. ͸͡Ίʹ
   ର৅
   wϞόΠϧΞϓϦͷߦಈϩάͷ
   ઃܭ΍࣮૷ɺ෼ੳʹؔ৺ͷ͋Δਓ
   w ϩάΛ࢓ࠐΉࡍͷࣦഊஊͱ࠶ൃ๷ࢭࡦ͕ؾʹͳΔਓ
   w 04-PH"1*ʹڵຯ͕͋Δਓ
   

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3. ࣗݾ঺հ
   ౻ࡔ༞࢙ :VKJ'VKJTBLB
   !ZVKJG@
   !ೣɼྉཧ
   "$PPLQBE*OD
   
   ΫοΫύουJ04ΞϓϦ
   ɹϨγϐºങ͍෺ͷମݧͮ͘Γ
   

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4. ߦಈϩάͱ͸ʁ
   

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5. ߦಈϩάͱ͸
   Ϣʔβʔૢ࡞Λى఺ʹૹ৴͞ΕΔϩά
   w ྫɿݕࡧ݁Ռը໘Λදࣔ
   w ྫɿ஫จϘλϯΛλοϓ
   ‣ ΞϓϦͷར༻ঢ়گΛ෼ੳ͠
   αʔϏε։ൃͷҙࢥܾఆʹ໾ཱͯΔ
   ʲʓʓը໘Λදࣔʳ
   ʲ˚˚˚Λλοϓʳ
   ʜʜ
   ूੵ
   ໨తʹ͋Θͤͯ
   ूܭ
   ૢ࡞͝ͱʹૹ৴
   

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6. ߦಈϩάͷ࣮૷
   ྫɿ(PPHMF"OBMZUJDT 'JSFCBTF
   
   IUUQTpSFCBTFHPPHMFDPNEPDTBOBMZUJDTFWFOUT
   Analytics.logEvent("select_content", parameters: [
   "content_type": "image",
   "content_id": "P12453",
   "items": [["name": "Kittens"]]
   ])
   ෼ੳʹඞཁͳ৘ใʢྫɿΠϕϯτ໊ɺίϯςϯπͷछྨɺ*%౳ʣΛϩΨʔͰૹ৴
   

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7. ߦಈϩάͷར༻ͷྲྀΕ
   ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
   
   ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
   ϦϦʔε
   

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8. ߦಈϩάͷར༻ͷྲྀΕ
   ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
   
   ݕূઃܭ
   ࢪࡦഎܠͷཧղ
   طଘϩάͷൃ۷
   ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
   ϦϦʔε
   

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9. ߦಈϩάͷར༻ͷྲྀΕ
   ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
   
   ݕূઃܭ
   ࢪࡦഎܠͷཧղ
   طଘϩάͷൃ۷
   ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
   ϦϦʔε
   ػೳ։ൃ
   ৽نϩάͷ௥Ճ
   

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10. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ݕূઃܭ
    ࢪࡦഎܠͷཧղ
    طଘϩάͷൃ۷
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ػೳ։ൃ
    ৽نϩάͷ௥Ճ
    σʔλूܭʢ42-࡞੒ʣ
    ղऍɾධՁ
    

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11. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ݕূઃܭ
    ࢪࡦഎܠͷཧղ
    طଘϩάͷൃ۷
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ػೳ։ൃ
    ৽نϩάͷ௥Ճ
    σʔλूܭʢ42-࡞੒ʣ
    ղऍɾධՁ
    ܧଓ൑அ
    

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12. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    "͞Μ "͞Μ
    

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13. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    "͞Μ "͞Μ
    ػೳͱϩάͷ࣮૷
    

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14. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    "͞Μ "͞Μ
    ػೳͱϩάͷ࣮૷ ෼ੳ༻42-ͷ࡞੒
    

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15. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    "͞Μ "͞Μ
    ػೳͱϩάͷ࣮૷ ෼ੳ༻42-ͷ࡞੒
    ࣮૷ऀͱ෼ੳऀ͕ผʑͳ͜ͱ΋
    

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16. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    $͞Μ %͞Μ
    ෼ੳ༻42-ͷ
    ࡞੒
    ػೳͱϩά
    ͷ࣮૷
    

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17. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    #͞Μ
    $͞Μ %͞Μ
    ෼ੳ༻42-ͷ
    ࡞੒
    ػೳͱϩά
    ͷ࣮૷
    ࣮૷ऀͱ෼ੳऀ͕ಉҰͳ͜ͱ΋
    

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18. ߦಈϩάͷར༻ͷྲྀΕ
    ྫɿԾઆݕূͷҰ࿈ʢΫοΫύουJ04ΞϓϦ
    
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    &͞Μ
    ػೳͱϩά
    ͷ࣮૷
    ෼ੳ༻42-ͷ
    ࡞੒
    ࣄલௐࠪ
    اը
    ʮ࣍͸ʜʜʯ
    ࣮૷ऀͱ෼ੳऀ͕ಉҰͳ͜ͱ΋
    

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19. ߦಈϩάͰ͋Γ͕ͪͳ໰୊ͷྫ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    w#ΞϓϦόʔδϣϯ͝ͱͷڍಈࠩҟ
    w#ϩάͷ࣮૷ϛεʢ߲໨໊ͷUZQPɺඞཁͳ৘ใͷܽଛɺܕͷؒҧ͍ʣ
    ‣ ྺ࢙తܦҢ͕ੵΈॏͳΓɺޙੈͷਓʹࡂ೉͕ʜʜ$
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    O೥ޙ
    ʜʜ
    $
    

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20. ߦಈϩάͰ͋Γ͕ͪͳ໰୊ͷྫ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    w#ΞϓϦόʔδϣϯ͝ͱͷڍಈࠩҟ
    w#ϩάͷ࣮૷ϛεʢ߲໨໊ͷUZQPɺඞཁͳ৘ใͷܽଛɺܕͷؒҧ͍ʣ
    ‣ ྺ࢙తܦҢ͕ੵΈॏͳΓɺޙੈͷਓʹࡂ೉͕ʜʜ$
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    O೥ޙ
    ʜʜ
    $
    

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21. ຊηογϣϯͷ֓ཁ
    w ߦಈϩάͷ೰Έͷछͷ͏ͪɺ࢓ࠐΈʢઃܭɾ࣮૷ʣʹண໨
    w ΫοΫύουJ04ΞϓϦͰͷऔΓ૊ΈΛͭ঺հ
    w ᶃυΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    w ᶄνΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    

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22. औΓ૊Έᶃ
    υΩϡϝϯτϕʔεͷ
    ܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    

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23. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ֓ཁ
    wϩάఆٛυΩϡϝϯτʢ.BSLEPXOʣ͔Β
    ϩά࣮૷ίʔυʢ4XJGUʣΛࣗಈੜ੒
    τϥϯεύΠϧ
    # recipe_search
    Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    ## search
    ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    - keyword: !string 256
    - ݕࡧΩʔϫʔυ
    - order: SearchOrder
    - ݕࡧॱ
    - latest,popularity
    ## show_recipe
    ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    - recipe_id: !integer
    - දࣔͨ͠ϨγϐͷID
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    public static var categoryName: String { "recipe_search" }
    public var eventName: String {
    switch self {
    case .search: return "search"
    case .showRecipe: return "show_recipe"
    }
    }
    public func makePayload() -> [String: Any] {
    switch self {
    case let .search(keyword, order):
    return [
    "keyword": keyword.validateLength(within: 256).dump(),
    "order": order.dump(),
    ].compactMapValues { $0 }
    case let .showRecipe(recipeId):
    return [
    "recipe_id": recipeId.dump(),
    ].compactMapValues { $0 }
    }
    }
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order: SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    case showRecipe(recipeId: Int64)
    }
    ਓ͕ॻ͍ͨ.BSLEPXOܗࣜͷυΩϡϝϯτ ࣗಈੜ੒͞ΕΔ4XJGUͷίʔυ
    The Swift logo is a trademark of Apple Inc. https://developer.apple.com/swift/resources/
    The Markdown Mark https://github.com/dcurtis/markdown-mark
    

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24. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    खॱ
    ɹϩά࢓༷Λߟ͑ͯ
    ɹυΩϡϝϯτΛهड़
    ɹ
    # recipe_search
    Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    ## search
    ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    - keyword: !string 256
    - ݕࡧΩʔϫʔυ
    - order: SearchOrder
    - ݕࡧॱ
    - latest,popularity
    ## show_recipe
    ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    - recipe_id: !integer
    - දࣔͨ͠ϨγϐͷID
    

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25. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    खॱ
    ɹϩά࢓༷Λߟ͑ͯ
    ɹυΩϡϝϯτΛهड़
    ɹ
    # recipe_search
    Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    ## search
    ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    - keyword: !string 256
    - ݕࡧΩʔϫʔυ
    - order: SearchOrder
    - ݕࡧॱ
    - latest,popularity
    ## show_recipe
    ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    - recipe_id: !integer
    - දࣔͨ͠ϨγϐͷID
    ## search
    ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    - keyword: !string 256
    - ݕࡧΩʔϫʔυ
    - order: SearchOrder
    - ݕࡧॱ
    - latest, popularity
    

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26. खॱ
    εΫϦϓτΛ࣮ߦ
    ˠ9DPEFϓϩδΣΫτ಺ʹ
    ɹίʔυ͕ࣗಈੜ੒͞ΕΔ
    
    υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    public static var categoryName: String { "recipe_search" }
    public var eventName: String {
    switch self {
    case .search: return "search"
    case .showRecipe: return "show_recipe"
    }
    }
    public func makePayload() -> [String: Any] {
    switch self {
    case let .search(keyword, order):
    return [
    "keyword": keyword.validateLength(within: 256).dump(),
    "order": order.dump(),
    ].compactMapValues { $0 }
    case let .showRecipe(recipeId):
    return [
    "recipe_id": recipeId.dump(),
    ].compactMapValues { $0 }
    }
    }
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order: SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    case showRecipe(recipeId: Int64)
    }
    

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27. खॱ
    εΫϦϓτΛ࣮ߦ
    ˠ9DPEFϓϩδΣΫτ಺ʹ
    ɹίʔυ͕ࣗಈੜ੒͞ΕΔ
    
    υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    public static var categoryName: String { "recipe_search" }
    public var eventName: String {
    switch self {
    case .search: return "search"
    case .showRecipe: return "show_recipe"
    }
    }
    public func makePayload() -> [String: Any] {
    switch self {
    case let .search(keyword, order):
    return [
    "keyword": keyword.validateLength(within: 256).dump(),
    "order": order.dump(),
    ].compactMapValues { $0 }
    case let .showRecipe(recipeId):
    return [
    "recipe_id": recipeId.dump(),
    ].compactMapValues { $0 }
    }
    }
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order: SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    case showRecipe(recipeId: Int64)
    }
    NBLFίϚϯυ
    

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28. खॱ
    εΫϦϓτΛ࣮ߦ
    ˠ9DPEFϓϩδΣΫτ಺ʹ
    ɹίʔυ͕ࣗಈੜ੒͞ΕΔ
    
    υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    public static var categoryName: String { "recipe_search" }
    public var eventName: String {
    switch self {
    case .search: return "search"
    case .showRecipe: return "show_recipe"
    }
    }
    public func makePayload() -> [String: Any] {
    switch self {
    case let .search(keyword, order):
    return [
    "keyword": keyword.validateLength(within: 256).dump(),
    "order": order.dump(),
    ].compactMapValues { $0 }
    case let .showRecipe(recipeId):
    return [
    "recipe_id": recipeId.dump(),
    ].compactMapValues { $0 }
    }
    }
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order: SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    case showRecipe(recipeId: Int64)
    }
    NBLFίϚϯυ
    ϩάఆٛͷྻڍܕʢFOVNʣɹ
    

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29. खॱ
    εΫϦϓτΛ࣮ߦ
    ˠ9DPEFϓϩδΣΫτ಺ʹ
    ɹίʔυ͕ࣗಈੜ੒͞ΕΔ
    
    υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    public static var categoryName: String { "recipe_search" }
    public var eventName: String {
    switch self {
    case .search: return "search"
    case .showRecipe: return "show_recipe"
    }
    }
    public func makePayload() -> [String: Any] {
    switch self {
    case let .search(keyword, order):
    return [
    "keyword": keyword.validateLength(within: 256).dump(),
    "order": order.dump(),
    ].compactMapValues { $0 }
    case let .showRecipe(recipeId):
    return [
    "recipe_id": recipeId.dump(),
    ].compactMapValues { $0 }
    }
    }
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order: SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભҠ͢Δࡍʹૹ෇͞Ε·͢
    case showRecipe(recipeId: Int64)
    }
    NBLFίϚϯυ
    ϩάఆٛͷྻڍܕʢFOVNʣɹ
    /// Ϩγϐݕࡧը໘ͷΠϕϯτͰ͢
    public enum RecipeSearch: LogCategory {
    ʢதུʣ
    ɹ
    /// ϨγϐݕࡧΛߦͬͨࡍʹૹ෇͞Ε·͢
    case search(keyword: String, order:
    SearchOrder)
    /// ݕࡧ݁Ռը໘͔ΒϨγϐৄࡉը໘ʹભ……
    case showRecipe(recipeId: Int64)
    }
    

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30. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    ۩ମྫ
    खॱ
    ɹੜ੒͞ΕͨྻڍܕͰ
    ɹϩάૹ৴Օॴʹ࣮૷
    // ϨγϐݕࡧॲཧͷϦΫΤετޙ
    logger.post(
    RecipeSearch.search(
    keyword: keyword, // “ಲ೑"
    order: order // .latest
    )
    )
    

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31. ໿೥ؒӡ༻ͯ͠
    ϩάఆٛͷ.BSLEPXO͸ϑΝΠϧҎ্ʹ
    ˠࠞཚ΋ͳ͘׆༻Ͱ͖͍ͯΔ%
    

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32. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    

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33. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    

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34. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    

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35. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ‣ ΞϓϦͱಉ͡ϨϙδτϦͰ(JUόʔδϣϯ؅ཧ
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    

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36. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ‣ ΞϓϦͱಉ͡ϨϙδτϦͰ(JUόʔδϣϯ؅ཧ
    w ΞϓϦόʔδϣϯ͝ͱͷࠩҟ΋ࣗಈه࿥
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    

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37. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ‣ ΞϓϦͱಉ͡ϨϙδτϦͰ(JUόʔδϣϯ؅ཧ
    w ΞϓϦόʔδϣϯ͝ͱͷࠩҟ΋ࣗಈه࿥
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    ͜ͷϩά͸WͰ
    ഇࢭͯ͠·͢Ͷ
    

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38. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ‣ ΞϓϦͱಉ͡ϨϙδτϦͰ(JUόʔδϣϯ؅ཧ
    w ΞϓϦόʔδϣϯ͝ͱͷࠩҟ΋ࣗಈه࿥
    w ϩάఆٛͷഎܠ΋1VMM3FRVFTUΛ௥ͬͯ֬ೝͰ͖Δ
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    ͜ͷϩά͸WͰ
    ഇࢭͯ͠·͢Ͷ
    

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39. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶃ
    wυΩϡϝϯτ͕ৗʹ׬උ
    ‣ Ұ͔ॴʹ͢΂ͯ·ͱ·͍ͬͯΔʢ୳͠΍͍͢ʣ
    ‣ ΞϓϦͱಉ͡ϨϙδτϦͰ(JUόʔδϣϯ؅ཧ
    w ΞϓϦόʔδϣϯ͝ͱͷࠩҟ΋ࣗಈه࿥
    w ϩάఆٛͷഎܠ΋1VMM3FRVFTUΛ௥ͬͯ֬ೝͰ͖Δ
    ࣮૷ऀ΋෼ੳऀ΋͏Ε͍͠&
    ͜ͷϩά͸WͰ
    ഇࢭͯ͠·͢Ͷ
    ͳΔ΄Ͳʜʜ
    ͜͏͍͏ܦҢͰ௥Ճ͔
    

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40. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶄ
    wܕ҆શ
    ‣ ҙਤ͠ͳ͍஋͕ೖΓࠐ·ͳ͍
    ‣ *%&Ͱิ׬͞ΕΔͷ΋շద
    

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41. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶄ
    wܕ҆શ
    ‣ ҙਤ͠ͳ͍஋͕ೖΓࠐ·ͳ͍
    ‣ *%&Ͱิ׬͞ΕΔͷ΋շద
    

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42. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶄ
    wܕ҆શ
    ‣ ҙਤ͠ͳ͍஋͕ೖΓࠐ·ͳ͍
    ‣ *%&Ͱิ׬͞ΕΔͷ΋շద
    wਓؒ΋ػց΋ಡΈ΍͍͢
    ‣ ଟ͘ͷࣾһ͕.BSLEPXOʹ׳Ε͍ͯΔ
    ‣ υΩϡϝϯτͱ࣮૷ͷζϨΛ੩తղੳͰࣗಈݕग़
    

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43. υΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    Կ͕خ͍͠ͷ͔ʁᶄ
    wܕ҆શ
    ‣ ҙਤ͠ͳ͍஋͕ೖΓࠐ·ͳ͍
    ‣ *%&Ͱิ׬͞ΕΔͷ΋շద
    wਓؒ΋ػց΋ಡΈ΍͍͢
    ‣ ଟ͘ͷࣾһ͕.BSLEPXOʹ׳Ε͍ͯΔ
    ‣ υΩϡϝϯτͱ࣮૷ͷζϨΛ੩తղੳͰࣗಈݕग़ ͳͲ
    $*Ͱఆظ֬ೝ
    

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44. ৄ͘͠͸
    ࢀߟࢿྉ
    υΩϡϝϯτϕʔεͷܕ҆શͳ
    ϞόΠϧΞϓϦߦಈϩάج൫ͷ
    ߏங
    https://techlife.cookpad.com/
    entry/2020/11/05/110000
    

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45. ͜ΕͰ࠷ߴʹͳͬͨʁ
    

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46. ৽ͨͳ՝୊ʜʜ
    

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47. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿ͋ΔࢪࡦͰͷʮ࣮૷ˠϦϦʔεˠ෼ੳʯͷྲྀΕ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ࢪࡦΦʔφʔ
    ࣮૷ऀ
    

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48. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿ͋ΔࢪࡦͰͷʮ࣮૷ˠϦϦʔεˠ෼ੳʯͷྲྀΕ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ػೳͱϩάΛ௥Ճ
    ࢪࡦΦʔφʔ
    ࣮૷ऀ
    

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49. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿ͋ΔࢪࡦͰͷʮ࣮૷ˠϦϦʔεˠ෼ੳʯͷྲྀΕ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ػೳͱϩάΛ௥Ճ 42-ॻ͍ͯूܭ
    ࢪࡦΦʔφʔ
    ࣮૷ऀ
    

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50. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿ͋ΔࢪࡦͰͷʮ࣮૷ˠϦϦʔεˠ෼ੳʯͷྲྀΕ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ػೳͱϩάΛ௥Ճ 42-ॻ͍ͯूܭ
    ࣮૷ऀͱ෼ੳऀ͕ผʑͳ৔߹
    ࢪࡦΦʔφʔ
    ࣮૷ऀ
    

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51. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿϦϦʔεޙʹϩάͷ࣮૷࿙Εʹؾͮ͘
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ࢪࡦ
    Φʔφʔ
    ࣮૷ऀ
    

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52. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿϦϦʔεޙʹϩάͷ࣮૷࿙Εʹؾͮ͘
    ͋Εʁ͜ͷϩά
    ૹΒΕͯͳ͍ʁ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ࢪࡦ
    Φʔφʔ
    ࣮૷ऀ
    

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53. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿϦϦʔεޙʹϩάͷ࣮૷࿙Εʹؾͮ͘
    ͋Εʁ͜ͷϩά
    ૹΒΕͯͳ͍ʁ
    ΦΝʔʂ࣮૷࿙Ε
    ͯ·ͨ͠ʜʜ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ࢪࡦ
    Φʔφʔ
    ࣮૷ऀ
    

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54. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿϦϦʔεޙʹϩάͷ࣮૷࿙Εʹؾͮ͘
    ͋Εʁ͜ͷϩά
    ૹΒΕͯͳ͍ʁ
    ΦΝʔʂ࣮૷࿙Ε
    ͯ·ͨ͠ʜʜ
    ʮΧʔτʹ௥ՃʯϘλϯͷϩάɺ
    "ը໘Ͱ͸࣮૷ࡁΈ͕ͩͬͨɺ
    #ը໘ʹ͸๨Ε͍ͯͨʜʜ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ࢪࡦ
    Φʔφʔ
    ࣮૷ऀ
    

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55. ͏·͍͔͘ͳ͔ͬͨࣄྫ
    ྫɿϦϦʔεޙʹϩάͷ࣮૷࿙Εʹؾͮ͘
    ͋Εʁ͜ͷϩά
    ૹΒΕͯͳ͍ʁ
    ΦΝʔʂ࣮૷࿙Ε
    ͯ·ͨ͠ʜʜ
    ʮΧʔτʹ௥ՃʯϘλϯͷϩάɺ
    "ը໘Ͱ͸࣮૷ࡁΈ͕ͩͬͨɺ
    #ը໘ʹ͸๨Ε͍ͯͨʜʜ
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ੩తղੳʹΑΔ࣮૷࿙Εݕग़͸׬શͰ͸ͳ͍
    ࢪࡦ
    Φʔφʔ
    ࣮૷ऀ
    

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56. ະղܾ՝୊
    ࢓૊ΈͰΧόʔͰ͖͍ͯͨͷ͸Ұ෦෼
    ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ݕূ໨తͷ
    ੔ཧɾ೺Ѳ
    ϩάఆٛ ϩά࣮૷
    0,✅ #ة͏͍
    ಈ࡞֬ೝ
    ͜ͷύλʔϯͰ͸
    ɹߟྀ࿙Εͯͨͳʜʜ
    

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57. औΓ૊Έᶄ
    νΣοΫϦετ͕ࣗಈͰຒ·Δ
    ΞϓϦ಺ϩά֬ೝπʔϧ
    

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58. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    >঎඼ৄࡉදࣔ
    >ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    

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59. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    >঎඼ৄࡉදࣔ
    >ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    

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60. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ✅঎඼ৄࡉදࣔ
    >ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    

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61. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    

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62. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    ֘౰ϩά͕ૹΒΕΔͱ
    ࣗಈͰνΣοΫࡁΈʹ
    

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63. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    >ղআλοϓ
    ɹʜʜ
    ඞཁͳϩά
    ֘౰ϩά͕ૹΒΕΔͱ
    ࣗಈͰνΣοΫࡁΈʹ
    ʜʜ
    

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64. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ʜʜ
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    >ղআλοϓ
    ɹ
    ඞཁͳϩά
    ະૹ৴༗Γ⾠
    

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65. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ʜʜ
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    >ղআλοϓ
    ɹ
    ඞཁͳϩά
    Ұ௨Γͷಈ࡞֬ೝޙɺ
    ϩάૹ৴࿙Ε͕Θ͔Δ
    ະૹ৴༗Γ⾠
    

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66. ‣ ϩάૹ৴Λ໢ཏతʹ֬ೝ͠΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ֓ཁ
    ᶄϢʔβʔͱಉ༷ʹΞϓϦΛૢ࡞
    ˞։ൃ൛ϏϧυͷΈͰ༗ޮͳػೳ
    ᶃϩάఆٛΛνΣοΫϦετʹొ࿥
    ʜʜ
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    ✅ղআλοϓ
    ɹ
    ඞཁͳϩά
    ඞཁͳϩά͕શͯૹ৴͞Εͨ
    ʹ໰୊ͳ͘ϦϦʔεͰ͖Δ
    (
    શͯૹ৴֬ೝࡁΈ%
    

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67. ͜Ε·Ͱͷϩάͷૹ৴֬ೝ
    ஍ຯʹ໘౗ͳ࡞ۀʜʜ
    w9DPEFͷίϯιʔϧ΍
    $POTPMFBQQͰ֬ೝ
    w༷ʑͳ৚݅ͷ૊Έ߹ΘͤͰ֬ೝ
    ྫɿແྉձһʗ༗ྉձһ
    ύλʔϯ"ʗύλʔϯ#ʗύλʔϯ$
    ɹɹɹɹɹɹɹɹɹɹɹ
    9DPEFͷ
    ίϯιʔϧ
    $POTPMFBQQ
    

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68. ͜Ε·Ͱͷϩάͷૹ৴֬ೝ
    ஍ຯʹ໘౗ͳ࡞ۀʜʜ
    w9DPEFͷίϯιʔϧ΍
    $POTPMFBQQͰ֬ೝ
    w༷ʑͳ৚݅ͷ૊Έ߹ΘͤͰ֬ೝ
    ྫɿແྉձһʗ༗ྉձһ
    ύλʔϯ"ʗύλʔϯ#ʗύλʔϯ$
    ɹɹɹɹɹɹɹɹɹɹɹ
    ਖ਼௚ݟͮΒ͍ʜʜ
    9DPEFͷ
    ίϯιʔϧ
    $POTPMFBQQ
    

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69. ͜Ε·Ͱͷϩάͷૹ৴֬ೝ
    ஍ຯʹ໘౗ͳ࡞ۀʜʜ
    w9DPEFͷίϯιʔϧ΍
    $POTPMFBQQͰ֬ೝ
    w༷ʑͳ৚݅ͷ૊Έ߹ΘͤͰ֬ೝ
    ྫɿແྉձһʗ༗ྉձһ
    ύλʔϯ"ʗύλʔϯ#ʗύλʔϯ$
    ɹɹɹɹɹɹɹɹɹɹɹ
    ਖ਼௚ݟͮΒ͍ʜʜ
    ࡞ۀྔଟ͍ʜʜɻͰ΋ɺ࿙ΕͯΔͱࠔΔ͔Βͳʜʜɻ
    9DPEFͷ
    ίϯιʔϧ
    $POTPMFBQQ
    

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70. ‣ ΞϓϦͷڍಈ֬ೝ࣌ʹɺϩάૹ৴ͷ֬ೝ΋໢ཏͰ͖Δ
    ‣ ΞϓϦͰखܰʹ׬݁͢ΔͷͰɺଞͷਓʹख఻ͬͯ΋Β͍΍͍͢
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    Կ͕خ͍͠ͷ͔ʁ
    ʜʜ
    ✅঎඼ৄࡉදࣔ
    ✅ొ࿥λοϓ
    ✅ղআλοϓ
    ɹ
    ඞཁͳϩά
    શͯૹ৴֬ೝࡁΈ%
    

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71. ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ݕূ໨తͷ
    ੔ཧɾ೺Ѳ
    ϩάఆٛ ϩά࣮૷
    #ة͏͍
    ಈ࡞֬ೝ
    0,✅
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ಋೖલ
    ͜ͷύλʔϯͰ͸
    ɹߟྀ࿙Εͯͨͳʜʜ
    

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72. ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε
    ݕূ໨తͷ
    ੔ཧɾ೺Ѳ
    ϩάఆٛ ϩά࣮૷
    0,✅
    ಈ࡞֬ೝ
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ಋೖޙ
    

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73. ઃܭ ࣮૷ ޮՌଌఆ ҙࢥܾఆ
    ϦϦʔε ࣮૷ऀҎ֎ʹ΋
    ෼୲Ͱ͖ͯॿ͔Δ%
    ݕূ໨తͷ
    ੔ཧɾ೺Ѳ
    ϩάఆٛ ϩά࣮૷
    0,✅
    ಈ࡞֬ೝ
    νΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ಋೖޙ
    

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74. Ͳ͏࣮ݱ͔ͨ͠ʁ
    

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75. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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76. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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77. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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78. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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79. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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80. ΍΍͍͜͠)
    w04-PHGSBNFXPSLͷ04-PH4UPSFͳͲ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPH
    wPT'SBNFXPSLͷ-PHHFS΍04-PH
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHHFS
    wPT'SBNFXPSLͷPT@MPH VOJpFEMPHHJOHTZTUFN
    
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHHJOH
    wPT'SBNFXPSL
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPT
    J04ͷ-PHHJOHTZTUFN
    J04
    J04
    J04
    J04
    

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81. ΍΍͍͜͠)
    w04-PHGSBNFXPSLͷ04-PH4UPSFͳͲ
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPH
    wPT'SBNFXPSLͷ-PHHFS΍04-PH
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHHFS
    wPT'SBNFXPSLͷPT@MPH VOJpFEMPHHJOHTZTUFN
    
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHHJOH
    wPT'SBNFXPSL
    IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPT
    J04ͷ-PHHJOHTZTUFN
    J04
    J04
    J04
    J04
    

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82. PT-PHHFS
    ֓ཁ
    J04
    w ΞϓϦ͔Β౷߹ϩάγεςϜʹϩάΛॻ͖ࠐΊΔ
    w ඇৗʹޮ཰తͰɺΞϓϦͷಈ࡞஗Ԇͳ͘࢖͑Δ
    w $POTPMFBQQ΍9DPEFͷίϯιʔϧͰϩάΛ֬ೝͰ͖Δ
    w ηϯγςΟϒͳ৘ใ͸ϚεΫͰ͖Δʢࢦఆͯ͠ެ։΋Ͱ͖Δʣ
    w IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHHFS
    w IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED
    

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83. PT-PHHFS
    ؆୯ͳྫ
    import os
    // ϩάͷग़͕ࣗ෼͔ΔΑ͏ʹ subsystem ͱ category Λࢦఆ
    let osLogger = Logger(subsystem: bundleID, category: "Activity")
    // ϩάΛॻ͖ࠐΉ
    osLogger.notice(“\(logDataString)”)
    J04
    

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84. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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85. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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86. 04-PH4UPSF
    ֓ཁ
    w ΞϓϦ಺Ͱ౷߹ϩάγεςϜ͔ΒϩάΛऔಘͰ͖Δ
    w /41SFEJDBUFͰ৚݅Λࢦఆͯ͠औΓग़ͤΔ
    w IUUQTEFWFMPQFSBQQMFDPNEPDVNFOUBUJPOPTMPHPTMPHTUPSF
    J04
    

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87. 04-PH4UPSF
    ར༻ྫ
    J04
    import OSLog
    ……
    let store = try OSLogStore(scope: .currentProcessIdentifier)
    let predicate = NSPredicate(format: "(subsystem == %@)",
    Bundle.main.bundleIdentifier!)
    return try store.getEntries(matching: predicate)
    

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88. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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89. ΞϓϦ಺ϩά֬ೝπʔϧͷߏ੒
    04-PH4UPSF
    ΞϓϦ಺ϩά֬ೝπʔϧ
    HFU&OUSJFT
    [OSLogEntry]
    [OSLogEntryLog]
    ߦಈϩά
    ఆٛ
    ߦಈϩάఆٛ
    .BSLEPXO ϩά֬ೝπʔϧ༻ͷϞσϧ
    ߦಈϩάͷ+40/Λσίʔυ
    DPNQBDU.BQ
    [OSLogMessageComponent] ʹؚ·ΕΔ
    

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90. ΞϓϦͷϩά࣮૷ͷؔ࿈ਤ
    ϩάఆٛ
    .BSLEPXO
    04-PH
    04-PH4UPSF
    ΞϓϦ಺
    ϩά֬ೝπʔϧ
    ϩάఆٛ
    4XJGU
    ϩάૹ৴ϥΠϒϥϦ PT-PHHFS
    ϩΨʔ
    04ϩάʹ΋ग़ྗ
    ϩάαʔόʔ΁ૹ৴
    ఆٛΛ࢖ͬͯૹ৴
    .BSLEPXO
    ύʔαʔ
    EBJGVLV
    τϥϯεύΠϥ
    ఆٛΛ
    ࢀর
    04ϩάΛऔಘ
    தؒදݱΛ
    4XJGU
    ίʔυԽ
    ʢ։ൃ൛ΞϓϦͷΈʣ
    

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91. ·ͱΊ
    

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92. ·ͱΊ
    ᶃυΩϡϝϯτϕʔεͷܕ҆શͳϩά࣮૷ίʔυࣗಈੜ੒
    υΩϡϝϯτ͕ৗʹ׬උ͞Εɺ௕ظؒͰෳ਺ਓ͕ؔΘͬͯ΋շద
    
    ᶄνΣοΫϦετ͕ࣗಈͰຒ·ΔΞϓϦ಺ϩά֬ೝπʔϧ
    ᶃͷ࢓૊Έ΍04-PH4UPSF౳Λ׆༻͠ɺշదͰ໢ཏతͳಈ࡞֬ೝ
    ΫοΫύουJ04ΞϓϦͷߦಈϩάͷઃܭɾ࣮૷࣌ͷ޻෉
    

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93. DPPLQBE@JPTED@BGUFS@QBSUZ
    w $BTF1BUIT
    w .BJOUBJOBCJMJUZ*OEFYͱ
    ίʔυͷอकੑվળ
    w %PD$%PDVNFOUBUJPO
    "SDIJWF
    w 0QFO"1*
    
    ౳ͷτϐοΫͰ࿩͠·͢ʂ
    IUUQTDPPLQBEDPOOQBTTDPNFWFOU
    

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