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Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ඪ४ύοέʔδʹ͓͚Δ ςετͰͷར༻ྫ͔ΒֶͿ UFTUJOHRVJDLύοέʔδ 1 Go Conference 2019 Spring 2019/5/18ʢSatʣ 
 ࡉপ ༞հ@DeNA

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"CPVU 2 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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ॴଐ • 48&5άϧʔϓˏ%F/" • ςετࣗಈԽνʔϜɿJ04(Pݴޠ ޷͖ͳ΋ͷ • ݴޠɿ4XJGUɺ)BTLFMMɺ-JTQʢʁʣ • झຯɿɺαΠΫϦϯάɺొࢁ ίϛϡχςΟ • ϖϯΪϯଜ ۙگ • USZ4XJGU50,:0Ͱొஃ Copyright (C) DeNA Co.,Ltd. All Rights Reserved. 3 ෼τʔΫ :VTVLF)PTPOVNB!UPCJʢͱͼʣ

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ࠓ೔࿩͢͜ͱ 4 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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UFTUJOHRVJDLύοέʔδ 5 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ඪ४ύοέʔδʹؚ·ΕΔ

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6 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. (PݴޠͷύοέʔδҰཡ IUUQTHPMBOHPSHQLH

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7 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. (PݴޠͷύοέʔδҰཡ IUUQTHPMBOHPSHQLH ʮϒϥοΫϘοΫεςετʯͷͨΊͷ6UJMJUZΛఏڙ

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8 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. (PݴޠͷύοέʔδҰཡ IUUQTHPMBOHPSHQLH ʮϒϥοΫϘοΫεςετʯͷͨΊͷ6UJMJUZΛఏڙ ୺తʹݴͬͯ͠·͑͹ɺ ʮϥϯμϜ஋ʯΛ࢖ͬͨςετ

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଍͠ࢉͷςετͰ ൺֱͯ͠ΈΔ 9 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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௨ৗͷςετ 10 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. UFTUJOHύοέʔδ

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11 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. 0 ʴ 1 ʹ 1 1 ʴ 1 ʹ 2 ௨ৗͷςετ

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12 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. 0 ʴ 1 ʹ 1 1 ʴ 1 ʹ 2 ௨ৗͷςετ ೖྗ஋

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13 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. 0 ʴ 1 ʹ 1 1 ʴ 1 ʹ 2 ௨ৗͷςετ ೖྗ஋ ظ଴஋

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14 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. 1 ʴ 0 ʹ 1 1 ʴ 1 ʹ 2 ௨ৗͷςετ ೖྗ஋ ظ଴஋ ໌֬ͳೖྗ஋ͱظ଴஋Λ ༩͑ͯݕূ͢Δ

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15 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ௨ৗͷςετ import "testing" func TestAdd(t *testing.T) { tests := []struct { x int y int want int }{ {x: 0, y: 1, want: 1}, // 0 + 1 = 1 {x: 1, y: 1, want: 2}, // 1 + 1 = 2 } for _, tt := range tests { if got := Add(tt.x, tt.y); got != tt.want { t.Errorf("Add() = %v, want %v", got, tt.want) } } }

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16 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ௨ৗͷςετ import "testing" func TestAdd(t *testing.T) { tests := []struct { x int y int want int }{ {x: 0, y: 1, want: 1}, // 0 + 1 = 1 {x: 1, y: 1, want: 2}, // 1 + 1 = 2 } for _, tt := range tests { if got := Add(tt.x, tt.y); got != tt.want { t.Errorf("Add() = %v, want %v", got, tt.want) } } } ໌֬ͳʮೖྗ஋ʯͱʮظ଴஋ʯΛ༩͑Δ

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ϥϯμϜςετ 17 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. UFTUJOHRVJDLύοέʔδ

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18 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. x ʴ y ʹ z y ʴ x ʹ z’ ϥϯμϜςετ

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19 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. x ʴ y ʹ z y ʴ x ʹ z’ ϥϯμϜςετ ೖྗ஋ YͱZΛϥϯμϜʹੜ੒

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20 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. x ʴ y ʹ z y ʴ x ʹ z’ ϥϯμϜςετ ೖྗ஋ ଍͠ࢉ͸ަ׵๏ଇΛຬͨ͢ͷͰ [ͱ[`͸ৗʹҰக͢Δ

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21 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. x ʴ y ʹ z y ʴ x ʹ z’ ϥϯμϜςετ ೖྗ஋ ଍͠ࢉ͸ަ׵๏ଇΛຬͨ͢ͷͰ [ͱ[`͸ৗʹҰக͢Δ ϥϯμϜ஋ʹରͯ͠ ຬͨ͢΂͖ੑ࣭Λݕূ͢Δ

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22 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( "testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } }

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23 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( "testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } } UFTUJOHRVJDLΛJNQPSU

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24 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( “testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } } νΣοΫ༻ͷϔϧύʔؔ਺ ϥϯμϜͳೖྗ஋͕ೖͬͯ͘Δ૝ఆ

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25 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( "testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } } ަ׵๏ଇΛຬͨͤ͹USVF

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26 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( "testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } } ؔ਺͕ৗʹUSVFΛฦ͔͢ςετ

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27 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ϥϯμϜςετ import ( "testing" "testing/quick" ) func TestAddQuick(t *testing.T) { f := func(x, y int) bool { return Add(x, y) == Add(y, x) } if err := quick.Check(f, nil); err != nil { t.Error(err.Error()) } } USVFΛฦ͞ͳ͍৔߹͸&SSPS͕ฦ٫

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ࣦഊ͢ΔέʔεΛݟͯΈΔ 28 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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29 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ࣦഊ͢Δέʔε func Add(x, y int) int { return x - y } // ίϯιʔϧग़ྗ --- FAIL: TestAddQuick (0.00s) #1: failed on input -8046014121776288896, -2929560796466791850

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30 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ࣦഊ͢Δέʔε func Add(x, y int) int { return x - y } // ίϯιʔϧग़ྗ --- FAIL: TestAddQuick (0.00s) #1: failed on input -8046014121776288896, -2929560796466791850 ަ׵๏ଇΛຬͨ͞ͳ͍ʮҾ͖ࢉʯ

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31 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ࣦഊ͢Δέʔε func Add(x, y int) int { return x - y } // ίϯιʔϧग़ྗ --- FAIL: TestAddQuick (0.00s) #1: failed on input -8046014121776288896, -2929560796466791850 Y Z

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32 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ࣦഊ͢Δέʔε func Add(x, y int) int { return x - y } // ίϯιʔϧग़ྗ --- FAIL: TestAddQuick (0.00s) #1: failed on input -8046014121776288896, -2929560796466791850 Y Z ͜ΕΒͷ஋ͷ৔߹ʹࣦഊͨ͠ͱ͍͏ใࠂ

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༻ޠͷ੔ཧ 33 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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34 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ༻ޠͷ੔ཧ • &YBNQMFCBTFE5FTU ⁃ ໌֬ͳೖྗ஋ͱظ଴஋Λ༩͑Δςετ

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35 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ༻ޠͷ੔ཧ • &YBNQMFCBTFE5FTU ⁃ ໌֬ͳೖྗ஋ͱظ଴஋Λ༩͑Δςετ • 1SPQFSUZCBTFE5FTU ⁃ ϥϯμϜ஋ʹج͍ͮͨςετ ⁃ ຬͨ͢΂͖ੑ࣭ʢQSPQFSUZʣΛݕূ ⁃ )BTLFMMͷ2VJDL$IFDL͕ൃ঵

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36 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ༻ޠͷ੔ཧ • &YBNQMFCBTFE5FTU ⁃ ໌֬ͳೖྗ஋ͱظ଴஋Λ༩͑Δςετ • 1SPQFSUZCBTFE5FTU ⁃ ϥϯμϜ஋ʹج͍ͮͨςετ ⁃ ຬͨ͢΂͖ੑ࣭ʢQSPQFSUZʣΛݕূ ⁃ )BTLFMMͷ2VJDL$IFDL͕ൃ঵ ʢͨͿΜʣRVJDLͱ͍͏໋໊͸͔͜͜Β

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ඪ४ύοέʔδʹ͓͚Δར༻ྫ 37 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. UFTUJOHRVJDLύοέʔδͷ

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ᶃ໌നͳ࣮૷ͱͷൺֱ 38 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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39 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ᶃ ໌നͳ࣮૷ͱͷൺֱ • ໌നͳ࣮૷ • ͍͍ͨͯͷ৔߹ɺ஗͍ • ྫɿϑΟϘφον਺ྻΛ࠶ؼͰղ͘ • ͦ͏Ͱͳ͍࣮૷ • ͍͍ͨͯͷ৔߹ɺෳࡶ • ྫɿϑΟϘφον਺ྻΛ຤ඌ࠶ؼͰղ͘

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40 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ᶃ ໌നͳ࣮૷ͱͷൺֱ • ໌നͳ࣮૷ • ͍͍ͨͯͷ৔߹ɺ஗͍ • ྫɿϑΟϘφον਺ྻΛ࠶ؼͰղ͘ • ͦ͏Ͱͳ͍࣮૷ • ͍͍ͨͯͷ৔߹ɺෳࡶ • ྫɿϑΟϘφον਺ྻΛ຤ඌ࠶ؼͰղ͘ ͲͪΒ΋ಉ͡ೖྗʹରͯ͠͸ ඞͣಉ݁͡ՌΛฦ͢͸ͣ

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DPOTUBOU@UJNFHP 41 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. DSZQUPTVCUMF

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42 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ // ConstantTimeByteEq returns 1 if x == y and 0 otherwise. func ConstantTimeByteEq(x, y uint8) int { return int((uint32(x^y) - 1) >> 31) } ςετର৅

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43 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ // ConstantTimeByteEq returns 1 if x == y and 0 otherwise. func ConstantTimeByteEq(x, y uint8) int { return int((uint32(x^y) - 1) >> 31) } YͱZΛఆ਺࣌ؒͰൺֱ͢Δ Ұக͢Ε͹ɺҰக͠ͳ͚Ε͹Λฦ͢ ςετର৅

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44 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ func byteEq(a, b uint8) int { if a == b { return 1 } return 0 } func TestConstantTimeByteEq(t *testing.T) { err := quick.CheckEqual(ConstantTimeByteEq, byteEq, nil) if err != nil { t.Error(err) } } ςετίʔυ

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45 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ func byteEq(a, b uint8) int { if a == b { return 1 } return 0 } func TestConstantTimeByteEq(t *testing.T) { err := quick.CheckEqual(ConstantTimeByteEq, byteEq, nil) if err != nil { t.Error(err) } } ఆ਺࣌ؒͰ͸ͳ͍໌നͳൺֱؔ਺ ςετίʔυ

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46 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ func byteEq(a, b uint8) int { if a == b { return 1 } return 0 } func TestConstantTimeByteEq(t *testing.T) { err := quick.CheckEqual(ConstantTimeByteEq, byteEq, nil) if err != nil { t.Error(err) } } ςετ༻ͷؔ਺ ςετίʔυ

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47 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ func byteEq(a, b uint8) int { if a == b { return 1 } return 0 } func TestConstantTimeByteEq(t *testing.T) { err := quick.CheckEqual(ConstantTimeByteEq, byteEq, nil) if err != nil { t.Error(err) } } ͭͷؔ਺ʹ͍ͭͯಉ݁͡ՌΛฦ͢͜ͱ ςετର৅ ໌നͳ࣮૷ ςετίʔυ

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48 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. $POTUBOU5JNF#ZUF&Rؔ਺ func byteEq(a, b uint8) int { if a == b { return 1 } return 0 } func TestConstantTimeByteEq(t *testing.T) { err := quick.CheckEqual(ConstantTimeByteEq, byteEq, nil) if err != nil { t.Error(err) } } ͭͷؔ਺ʹ͍ͭͯಉ݁͡ՌΛฦ͢͜ͱ ςετର৅ ໌നͳ࣮૷ ಉ͡࢓༷ʢͷ͸ͣʣͷؔ਺Ͱ͋Ε͹ CheckEqualؔ਺ͰಉҰੑΛݕূͰ͖Δ ৽چͷΞϧΰϦζϜൺֱʹ΋࢖͑Δ

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ᶄ'V[[ςετ 49 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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50 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ᶄ Fuzz ςετ • 'V[[ςετ • ༧ଌෆՄೳͳೖྗσʔλʢGV[[ʣΛ༩͑ɺ
 ෆ۩߹͕ൃੜ͢Δέʔε͕ແ͍͔୳͢

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51 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ᶄ Fuzz ςετ • 'V[[ςετ • ༧ଌෆՄೳͳೖྗσʔλʢGV[[ʣΛ༩͑ɺ
 ෆ۩߹͕ൃੜ͢Δέʔε͕ແ͍͔୳͢ ϥϯμϜͳ Fuzz ςετ͸ ࣮֬Ͱ͸ͳ͍͕҆৺ײʹͭͳ͕Δ

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QFNHP 52 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. FODPEJOHQFN

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53 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ // A Block represents a PEM encoded structure. // // The encoded form is: // -----BEGIN Type----- // Headers // base64-encoded Bytes // -----END Type—— // where Headers is a possibly empty sequence of Key: Value lines. type Block struct { Type string Headers map[string]string Bytes []byte } // Encode writes the PEM encoding of b to out. func Encode(out io.Writer, b *Block) error { } ςετର৅

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54 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ // A Block represents a PEM encoded structure. // // The encoded form is: // -----BEGIN Type----- // Headers // base64-encoded Bytes // -----END Type----- // where Headers is a possibly empty sequence of Key: Value lines. type Block struct { Type string Headers map[string]string Bytes []byte } // Encode writes the PEM encoding of b to out. func Encode(out io.Writer, b *Block) error { } 1&.ܗࣜͷσʔλߏ଄ ςετର৅

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55 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ // A Block represents a PEM encoded structure. // // The encoded form is: // -----BEGIN Type----- // Headers // base64-encoded Bytes // -----END Type----- // where Headers is a possibly empty sequence of Key: Value lines. type Block struct { Type string Headers map[string]string Bytes []byte } // Encode writes the PEM encoding of b to out. func Encode(out io.Writer, b *Block) error { } Τϯίʔυ༻ͷؔ਺ ςετର৅

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56 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ func TestFuzz(t *testing.T) { testRoundtrip := func(block Block) bool { var buf bytes.Buffer if err := Encode(&buf, &block); err != nil { t.Errorf("Encode of %#v resulted in error: %s", &block, err) return false } decoded, rest := Decode(buf.Bytes()) if !reflect.DeepEqual(decoded, &block) { t.Errorf("Encode of %#v decoded as %#v", &block, decoded) return false } return true } quick.Check(testRoundtrip, nil) } ςετίʔυ

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57 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ func TestFuzz(t *testing.T) { testRoundtrip := func(block Block) bool { var buf bytes.Buffer if err := Encode(&buf, &block); err != nil { t.Errorf("Encode of %#v resulted in error: %s", &block, err) return false } decoded, rest := Decode(buf.Bytes()) if !reflect.DeepEqual(decoded, &block) { t.Errorf("Encode of %#v decoded as %#v", &block, decoded) return false } return true } quick.Check(testRoundtrip, nil) } ςετ༻ͷؔ਺ ςετίʔυ

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58 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ func TestFuzz(t *testing.T) { testRoundtrip := func(block Block) bool { var buf bytes.Buffer if err := Encode(&buf, &block); err != nil { t.Errorf("Encode of %#v resulted in error: %s", &block, err) return false } decoded, rest := Decode(buf.Bytes()) if !reflect.DeepEqual(decoded, &block) { t.Errorf("Encode of %#v decoded as %#v", &block, decoded) return false } return true } quick.Check(testRoundtrip, nil) } ೚ҙͷσʔλͰΤϯίʔυʹࣦഊ͠ͳ͍͜ͱ ςετίʔυ

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59 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ func TestFuzz(t *testing.T) { testRoundtrip := func(block Block) bool { var buf bytes.Buffer if err := Encode(&buf, &block); err != nil { t.Errorf("Encode of %#v resulted in error: %s", &block, err) return false } decoded, rest := Decode(buf.Bytes()) if !reflect.DeepEqual(decoded, &block) { t.Errorf("Encode of %#v decoded as %#v", &block, decoded) return false } return true } quick.Check(testRoundtrip, nil) } σίʔυͨ͠ΒݩͱҰக͢Δ͜ͱ Τϯίʔυɾσίʔυͨ݁͠Ռ ݩσʔλ ςετίʔυ

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60 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. &ODPEFؔ਺ func TestFuzz(t *testing.T) { testRoundtrip := func(block Block) bool { var buf bytes.Buffer if err := Encode(&buf, &block); err != nil { t.Errorf("Encode of %#v resulted in error: %s", &block, err) return false } decoded, rest := Decode(buf.Bytes()) if !reflect.DeepEqual(decoded, &block) { t.Errorf("Encode of %#v decoded as %#v", &block, decoded) return false } return true } quick.Check(testRoundtrip, nil) } σίʔυͨ͠ΒݩͱҰக͢Δ͜ͱ Τϯίʔυɾσίʔυͨ݁͠Ռ ݩσʔλ ϥϯμϜͳೖྗ஋Ͱ΋ຬͨ͢΂͖ੑ࣭Λ ςετίʔυͱͯ͠هड़Ͱ͖Δ ࠓճ͸ ɾΤϥʔʹͳΒͳ͍͜ͱ ɾΤϯίʔυɾσίʔυͨ͠Βݩʹ໭Δ͜ͱ

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·ͱΊ 61 Copyright (C) DeNA Co.,Ltd. All Rights Reserved.

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62 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ·ͱΊ • UFTUJOHRVJDL͸ϥϯμϜ஋ʹΑΔςετ • 1SPQFSUZCBTFE5FTUJOHͱ΋ݴΘΕΔ • (Pඪ४ύοέʔδͷςετͰ΋࢖ΘΕ͍ͯΔ ᶃ໌നͳ࣮૷ͱͷൺֱ ᶄ'V[[ςετ গͳ͍͚Ͳ

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63 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ·ͱΊ • UFTUJOHRVJDL͸ϥϯμϜ஋ʹΑΔςετ • 1SPQFSUZCBTFE5FTUJOHͱ΋ݴΘΕΔ • (Pඪ४ύοέʔδͷςετͰ΋࢖ΘΕ͍ͯΔ ᶃ໌നͳ࣮૷ͱͷൺֱ ᶄ'V[[ςετ গͳ͍͚Ͳ ར༻γʔϯ͸ଟ͘ͳ͍͕ɺ దࡐదॴͰ࢖͑͹༗ޮͳख๏Ͱ͸ʁ ߟ͑ํͱ͓֮ͯ͑ͯ͘͠ͷ΋༗ޮ

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8F`SF)JSJOH ςετࣗಈԽʹڵຯ͋Δํͥͻʂ 64 Copyright (C) DeNA Co.,Ltd. All Rights Reserved. ࠙਌ձɾ5XJUUFSͳͲ͓ؾܰʹʂ