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ruby12
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Kuniaki IGARASHI
June 27, 2013
1
4.2k
ruby12
Ruby講義第12回
gem(spreadsheet, twitter)
Kuniaki IGARASHI
June 27, 2013
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Transcript
3VCZߨٛ ୈճ(FN ޒेཛྷ໌ UXJUUFSJHBJHB IUUQXXXGBDFCPPLDPNLVOJBLJJHBSBTIJ BUҰڮେֶ χϑςΟגࣜձࣾدෟߨٛ ࣾձՊֶʹ͓͚Δใٕज़ͱ ίϯςϯπ࡞ᶙ
ޒेཛྷ໌ ߨࢣ גࣜձࣾສ༿ UXJUUFSJHBJHB IUUQTHJUIVCDPNJHBJHB IUUQXXXGBDFCPPLDPNLVOJBLJJHBSBTIJ
ᖛ࡚݈ޗ 5FBDIJOH"TTJTUBOU qVYqFY JOD ถࠃ๏ਓ UXJUUFSINTL IUUQTHJUIVCDPNINTL IUUQXXXGBDFCPPLDPNIBNBDIBOH
ઌिͷ෮श
ܧঝ طʹఆٛ͞Ε͍ͯΔΫϥεΛ֦ுͯ͠৽͠ ͍ΫϥεΛ࡞Δ͜ͱΛܧঝͱ͍͍·͢ɻ ʢطʹ͋Δ͍ͨম͖ͷܕΛར༻ͯ͠ɺগ͠ҧ͏ ৽͍͍ͨ͠ম͖ͷܕΛͭ͘ΔΑ͏ͳͷͰ͢ɻ
ܧঝ DMBTT#PPL BUUS@BDDFTTPSUJUMF QSJDF FOE DMBTT.BHB[JF BUUS@BDDFTTPSUJUMF QSJDF OVNCFS FOE
ͨͱ͑#PPLΫϥεͱ.BHB[JOFΫϥε ࡶࢽ Λ࡞Δͱ͠·͢ɻ ผʑʹఆٛΛॻ͍͍͍ͯͷͰ͕͢ɺڞ௨߲ͨ͘͞Μ͋ Γ·͢ɻͦΜͳͱ͖ɺܧঝΛ͏ͱ͖ͬ͢Γॻ͚·͢ɻ
ܧঝ DMBTT#PPL BUUS@BDDFTTPSUJUMF QSJDF FOE DMBTT.BHB[JOF#PPL BUUS@BDDFTTPSOVNCFS FOE DMBTT.BHB[JOF#PPL ͱॻ͘͜ͱͰɺ#PPLΫϥεΛ
ܧঝͨ͠.BHB[JOFΫϥεΛ ఆٛͰ͖·͢ɻ DMBTT#PPL BUUS@BDDFTTPSUJUMF QSJDF FOE DMBTT.BHB[JOF BUUS@BDDFTTPSUJUMF QSJDF OVNCFS FOE ಉ͡ಈ࡞ ܧঝΛͬͨॻ͖ํ ܧঝΛΘͳ͍ॻ͖ํ
.BHB[JOF ܧঝ DMBTT#PPL BUUS@BDDFTTPSUJUMF QSJDF FOE DMBTT.BHB[JOF#PPL BUUS@BDDFTTPSOVNCFS FOE ܧঝΛͬͨॻ͖ํ
#PPL BUUS@BDDFTTPSUJUMF QSJDF BUUS@BDDFTTPSOVNCFS #PPLΫϥεΛܧঝͨ͠.BHB[JOFΫϥεɺ#PPLΫϥεͷ࣋ͪΛड ͚ܧ͗·͢ɻ͜ͷྫͷ߹ɺ#PPLΫϥεͷ BUUS@BDDFTTPSUJUMF QSJDF Λ.BHB[JOFΫϥεͰ͑·͢ɻՃ͑ͯɺ.BHB[JOFΫϥεʹ͋Δ BUUS@BDDFTTPSOVNCFS ར༻Ͱ͖·͢ɻ ਤղ
ܧঝ DMBTT#PPL BUUS@BDDFTTPSUJUMF QSJDF FOE DMBTT.BHB[JF#PPL BUUS@BDDFTTPSOVNCFS FOE ྫ͑#PPLΫϥεΛܧঝͨ͠ .BHB[JOFΫϥεɺUJUMFͱQSJDFΛ
ड͚ܧ͍Ͱ͍·͢ɻྫ͑ɺˣͷΑ͏ͳ ίʔυΛॻ͘͜ͱ͕Ͱ͖·͢ɻ DMBTTΫϥε໊εʔύʔΫϥε໊ Ϋϥεͷఆٛ FOE ܧঝ͢Δ߹ͷॻࣜ εʔύʔΫϥεͱɺܧঝݩͷ Ϋϥε Ϋϥε Ͱ͢ɻ ܧঝͨ͠ΫϥεɺΫϥεͷશͯͷϝιουɺΠϯελϯεม ͳͲΛड͚ܧ͗·͢ɻ NBHB[JOF.BHB[JOFOFX NBHB[JOFUJUMF$BO$BN QNBHB[JOFUJUMF$BO$BN
.PEVMF ϝιουΛڞಉར༻͢ΔΈ
.PEVMF ෳͷΫϥεͰಉ͡ϝιουΛར༻͍ͨ͠ͱ͖ʹNPEVMF Λ͏ͱॏෳͳ͘ॻ͚ΔͷͰศརͰ͢ɻ NPEVMF(SFFUJOH EFGIFMMP QVUT)FMMP FOE FOE DMBTT"MJDF JODMVEF(SFFUJOH
FOE BMJDF"MJDFOFX BMJDFIFMMPIFMMP DMBTT#PC JODMVEF(SFFUJOH FOE CPC#PCOFX CPCIFMMPIFMMP ͠IFMMPϝιουͰදࣔ͢ Δ)FMMPΛ͜Μʹͪʹม͍͑ͨ ߹͜ͷϞδϡʔϧ͚ͩมߋ͢Εྑ͍
.PEVMFͷจ๏ NPEVMFϞδϡʔϧ໊ ϝιουఆٛ FOE DMBTT4BNQMF JODMVEFϞδϡʔϧ໊ FOE NPEVMFఆٛ JODMVEF ಡΈࠐΈ
͔͜͜Βࠓिͷ༰
࣍ (FN
(FN 3VCZͷϥΠϒϥϦཧγεςϜ
ϥΠϒϥϦɿ ଞͷϓϩάϥϜ͔ΒಡΈࠐΜͰར༻͢Δͨ ΊͷϓϩάϥϜ (FN ͨ͘͞ΜͷศརͳϥΠϒϥϦ͕ωοτ্ʹ ެ։͞Ε͍ͯ·͢ɻͦΕΒΛΠϯετʔϧ ͢ΔͳͲɺཧͯ͘͠ΕΔΈ͕(FN Ͱ͢ɻ
(FNͷྫ ɾ&YDFMϑΝΠϧΛಡΈॻ͖͢Δ ɾUXJUUFSͳͲ༗໊ͳ8FCαʔϏεͷΞΫ ηεΛ؆୯ʹͯ͘͠ΕΔ ɾը૾ΛϦαΠζͨ͠ΓΤϑΣΫτΛ͔͚Δ ͳͲͳͲສछྨͷϥΠϒϥϦ͕ެ։͞Ε͍ͯ·͢
HFNΛհɺཧ͍ͯ͠ΔαΠτ IUUQSVCZHFNTPSH
(FNͷ͍ํ TIFMM͔ΒHFNίϚϯυΛͬͯΠϯετʔϧ HFNJOTUBMMHFN໊ ίʔυͰSFRVJSFHFN໊ SFRVJSFHFN໊ ͜͜ͰHFNΛ͏ίʔυΛॻ͖·͢ɻ HFNύοέʔδͷΠϯετʔϧ
(FNͷ͍ํ TIFMM͔ΒHFNMJTUίϚϯυͰҰཡදࣔ HFNMJTU ΠϯετʔϧࡁͷHFNύοέʔδҰཡΛදࣔ
TQSFBETIFFU &YDFMϑΝΠϧΛૢ࡞͢ΔHFN
TQSFBETIFFU &YDFMϑΝΠϧΛಡΈॻ͖͢ΔHFN &YDFM͕Πϯετʔϧ͞Ε͍ͯͳͯ͘ɺ 8JOEPXTҎ֎Ͱಈ࡞͠·͢ɻ HFNJOTUBMMTQSFBETIFFU TIFMM͔ΒҎԼͷίϚϯυΛ࣮ߦ͢ΔͱΠϯετʔ ϧͰ͖·͢ɻ
TQSFBETIFFUHFNԋश B&YDFMϑΝΠϧΛ৽ن࡞ SFRVJSFTQSFBETIFFU CPPL4QSFBETIFFU8PSLCPPLOFX TIFFUCPPLDSFBUF@XPSLTIFFU TIFFU< >UFTUJOH CPPLXSJUF FYBNQMFYMT ίʔυΛॻ͍ͨΒ࣮ߦͯ͠ΈͯΈ·͠ΐ͏ɻ
࣍ͷϖʔδଓ͘ HFNJOTUBMMTQSFBETIFFU TQFSFBETIFFUHFNΛΠϯετʔϧ͔ͯ͠Β࣮ߦ͍ͯͩ͘͠͞ɻ ˞4QSFBETIFFU8PSLCPPL ɺҎԼͷΑ͏ͳೖΕࢠʹͳ͍ͬͯΔ தͷΫϥεΛࢦ͢දݱͰ͢ɻ NPEVMF4QSFBETIFFU DMBTT8PSLCPPL FOE FOE ઌिઆ໌ͨ͠Ϟδϡʔϧʹ͜ͷΑ͏ʹཧ ໊ͯ͠લΛ͚ͭΔ͍ํ͋Γ·͢ɻ·ͨ࣍ ճҎ߱ͷߨٛͰग़͖ͯͨࡍʹઆ໌͠·͢ɻ ˞3VCZͷ߹ɺ SFRVJSFTQSFBETIFFUͷલʹ SFRVJSFSVCZHFNT ͱॻ͍͍ͯͩ͘͞ɻHFNϥΠϒϥϦΛ͏߹ʹඞཁͰ͢ɻ 3VCZҎ߱ͰෆཁͰ͢ɻ
TQSFBETIFFUHFNԋश ͏·͘ಈ࡞ͨ͠ΒɺTIFFU< >ͷࣈΛม͑ͯͲ͜ʹจࣈྻ͕هೖ͞ ΕΔ͔ݟͯΈ͍ͯͩ͘͞ɻ·ͨɺॻ͖ࠐΉจࣈྻม͑ͯΈ·͠ΐ͏ɻ ίʔυΛ࣮ߦ͢ΔͱɺFYBNQMFYMT͕࡞ΒΕ·͢ɻ͜ΕΛɺ&YDFM ͔ɺޙड़ͷΦʔϓϯιʔεΦϑΟεΞϓϦͰ։͍ͯΈ͍ͯͩ͘͞ɻ ͜ΜͳYMTϑΝΠϧ͕Ͱ ͖·͢ɻ FYBNQMFYMT
0GpDF"QQMJDBUJPO -JCSF0GpDF IUUQXXXMJCSFPGpDFPSHEPXOMPBE "QBDIF0QFO0GpDF IUUQXXXPQFOPGpDFPSHKBEPXOMPBE &YDFM͕Πϯετʔϧ͞Ε͍ͯͳ͍߹ͰɺແྉͰ͑ Δ&YDFM૬ΞϓϦΛར༻͢Δ͜ͱͰ֬ೝͰ͖·͢ɻ 8JO.BD-JOVY༻͕ͦΕͧΕ͋Γ·͢ɻ
TQSFBETIFFUHFNԋश Bطଘͷ&YDFMϑΝΠϧΛ։͍ͯฤूͯ͠ผ໊Ͱอଘ SFRVJSFTQSFBETIFFU CPPL4QSFBETIFFUPQFO FYBNQMFYMT TIFFUCPPLXPSLTIFFU QTUSTIFFU< > TIFFU<
>IFMMP CPPLXSJUF FYBNQMFYMT FYBNQMFYMTΛ։͖ɺը໘ʹ༰Λදࣔͨ͠Γɺ ηϧʹΛهͯ͠ผ໊FYBNQMFYMTͱͯ͠อଘ͢ΔαϯϓϧͰ͢ɻ &YDFMϑΝΠϧͷσʔλΛղੳ͢ΔΑ͏ͳ߹ɺ &YDFMܗࣜͷσʔλΛ࡞Δ߹ʹར༻Ͱ͖·͢ɻ FYBNQMFYMT
5XJUUFS UXJUUFSΛݕࡧͨ͠Γૢ࡞ͨ͠Γ͢ΔHFN
IUUQTGFSJLHJUIVCJPUXJUUFS
UXJUUFSHFNԋश UXJUUFSͰϢʔβʔ͕ͭͿ͍͍ͯΔʮ࠷ۙฉ͍͍ͯΔۂʯΛௐΔ HFNJOTUBMMUXJUUFS UXJUUFSHFNΛΠϯετʔϧ OPXQMBZJOHͱ͍͏ݴ༿ೖΓͷUXFFUΛ࠷৽݅ݕࡧ͢Δ SFRVJSFUXJUUFS 5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999
DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE 5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE ίʔυΛॱ൪ʹઆ໌͍͖ͯ͠·͢ɻ
UXJUUFSೝূΩʔ ࠷ॳͷ5XJUUFSDPOpHVSFϒϩοΫUXJUUFS։ൃऀαΠτͰ औಘ͢ΔೝূΩʔΛઃఆ͠·͢ɻ SFRVJSFUXJUUFS 5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999 DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE
5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE UXJUUFS"1* ใऔಘૢ࡞૭ޱ Λར༻͢ΔͨΊʹɺ UXJUUFSొͯ͠ڐՄΛΒ͏ඞཁ͕͋Γ·͢ɻ ͦͷͨΊͷݤ͕ೝূΩʔͰ͢ɻ
UXJUUFSೝূΩʔऔಘ IUUQTEFWUXJUUFSDPNBQQTOFX ҎԼͷUXJUUFS։ൃऀ༻ϖʔδϩάΠϯ͠·͢ɻ
UXJUUFSೝূΩʔऔಘ ΞϓϦ ͜Ε͔Β࡞Δ ϓϩάϥϜ ͷใΛ ೖྗ͠·͢ɻ ҹͷඞਢ߲ΛຒΊ ·͢ɻ8FCTJUFཝ ͜ͷΞϓϦͷใΛه ࡌ͢Δϖʔδͷ63-
Λॻ͘ཝͰ͕͢ɺϖʔ δ͕·ͩͳ͍߹આ ໌จʹैͬͯԾͰຒΊ ͓͖ͯ·͢ɻ
UXJUUFSೝূΩʔऔಘ ར༻نʹಉҙͯ͠ νΣοΫ͠·͢ɻ ͍ͨͣΒࢭػೳͰ͋Δ $"15$)"ʹจࣈΛೖ ྗ͠·͢ɻ ը૾ʹॻ͔Ε ͍ͯΔಡΈͮΒ͍จࣈΛ ೖྗ શͯೖྗͨ͠Β$SFBUFZPVS5XJUUFSBQQMJDBUJPOϘλϯΛԡ͠·͢ɻ
UXJUUFSೝূUPLFOऔಘ ొ͢Δͱ $POTVNFSLFZ $POTVNFSTFDSFU ͕ಘΒΕ·͢ɻ ϝϞ͓͖ͯ͠·͠ΐ͏ɻ ࣍ $SFBUFNZBDDFTTUPLFO ϘλϯΛԡ͠·͢ɻ ˞ҙɿ
$POTVNFSTFDSFU ൿີʹ͢ΔใͳͷͰ ͜Μͳ෩ʹެ։ͪ͠Ό͍͚·ͤΜɻ
UXJUUFSೝূUPLFOऔಘ ͠Β͘͢Δͱ"DDFTTUPLFO "DDFTTUPLFOTFDSFU ͕දࣔ͞Ε·͢ɻϝϞ͓͖ͯ͠·͢ɻ ˞ҙɿ"DDFTTUPLFOTFDSFUൿີʹ͢ΔใͳͷͰ ͜Μͳ෩ʹެ։ͪ͠Ό͍͚·ͤΜɻ
τʔΫϯʹ͍ͭͯղઆ τʔΫϯɿ ߗ՟ͷΘΓʹ༻͍ΒΕΔ༻՟ฎͷ͜ͱɻ 8JLJQFEJB
"DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU ͭͷτʔΫϯ ͜͜Ͱݴ͏$POTVNFSΞϓϦͷ͜ͱͰ͢ɻ ྫ͑ɺ͋ΔΞϓϦʹѱҙ͕͋Δ͜ͱ͕͔Γɺ ͦͷΞϓϦʹ͍ͭͯೝূͤ͞ͳ͍Α͏ʹ͢Δ߹ ͜ͷͭͷτʔΫϯΛແޮʹ͢ΕःஅͰ͖·͢ɻ $POTVNFSLFZ $POTVNFSTFDSFU "DDFTTUPLFO
"DDFTTUPLFOTFDSFU ެ։ ඇެ։ ެ։τʔΫϯ JEͷΑ͏ʹ͏ ඇެ։τʔΫϯ QBTTXPSEͷ Α͏ʹ͏ ͜͜Ͱݴ͏"DDFTTUPLFOར༻ ऀਓਓʹൃߦ͞Ε·͢ɻར༻ऀ ͕͜ͷΞϓϦʹର͢ΔೝূΛېࢭ͢ Δ߹ʹɺ͜ͷ̎ͭͷτʔΫϯΛ ແޮʹ͠·͢ɻ
"DDFTTUPLFOTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU UXJUUFS GBDFCPPLͷΞϓϦೝূ UXJUUFSGBDFCPPLͰ͜Μͳը໘Λݟͨ͜ͱ͋Γ·ͤΜ͔ʁ ͜ΕΛೝূ͢Δͱ͖ʹൃߦ͞Ε͍ͯΔͷ ͜ͷ"DDFTTUPLFOTFDSFUͰ͢ɻ UXJUUFS GBDFCPPL
"DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU τʔΫϯͱΞϓϦɺϢʔβʔͷؔ $POTVNFSLFZ $POTVNFSTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU ˞͜ͷྫ͑ϑΟΫγϣϯͰ͢ɻ࣮ࡏ͢ΔਓɺΞϓϦͳͲʹҰؔ͋Γ·ͤΜɻ ύΫυϥ ΞϓϦ
Ϣʔβʔ "DDFTTUPLFOTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU ΞϓϦ͝ͱʹൃߦ͞ΕΔ "DDFTTUPLFOTFDSFU Ϣʔβʔ͝ͱʹൃߦ͞ΕΔ ར༻ ར༻ UXJUUFS ΞΫηε Ϣʔβʔ
"DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU $POTVNFSLFZ $POTVNFSTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU ˞͜ͷྫ͑ϑΟΫγϣϯͰ͢ɻ࣮ࡏ͢ΔਓɺΞϓϦͳͲʹҰؔ͋Γ·ͤΜɻ ύΫυϥ ΞϓϦ Ϣʔβʔ
"DDFTTUPLFOTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU ΞϓϦ͝ͱʹൃߦ͞ΕΔ "DDFTTUPLFOTFDSFU Ϣʔβʔ͝ͱʹൃߦ͞ΕΔ ར༻ ར༻ UXJUUFS ΞΫηε Ϣʔβʔ ΞϓϦΛར༻ෆՄʹ͢Δ߹ ར༻ෆՄʹ͢ΔΞϓϦͷ$POTVNFSLFZTFDSFUΛແޮԽ͠·͢ɻ ݁ՌతʹɺͦͷΞϓϦΛ͍ͬͯΔϢʔβʔશһ͕ར༻ෆՄʹͳΓ·͢ɻ
"DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU $POTVNFSLFZ $POTVNFSTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU ˞͜ͷྫ͑ϑΟΫγϣϯͰ͢ɻ࣮ࡏ͢ΔਓɺΞϓϦͳͲʹҰؔ͋Γ·ͤΜɻ ύΫυϥ ΞϓϦ Ϣʔβʔ
"DDFTTUPLFOTFDSFU "DDFTTUPLFO "DDFTTUPLFOTFDSFU $POTVNFSLFZTFDSFU ΞϓϦ͝ͱʹൃߦ͞ΕΔ "DDFTTUPLFOTFDSFU Ϣʔβʔ͝ͱʹൃߦ͞ΕΔ ར༻ ར༻ UXJUUFS ΞΫηε Ϣʔβʔ ͋ΔϢʔβʔͷΈΞϓϦΛར༻ෆՄʹ͢Δ߹ ࣗͷ"DDFTTUPLFOTFDSFUΛແޮԽ͠·͢ɻ ͚ࣗͩͦͷΞϓϦ͕UXJUUFSΞΫηε͢ΔͷΛෆՄೳʹͰ͖·͢ɻ
Ͱɺίʔυʹ Γ·͠ΐ͏
UXJUUFSೝূΩʔ UXJUUFSαΠτ͔Βऔಘͨͭ͠ͷΛରԠ͢Δมʹઃఆ͠·͢ɻ SFRVJSFUXJUUFS 5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999 DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE 5XJUUFSTFBSDI
OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE
UXJUUFSೝূΩʔ ࣍ޙ෦Λઆ໌͠·͢ɻ SFRVJSFUXJUUFS 5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999 DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE 5XJUUFSTFBSDI
OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE
UXJUUFSใऔಘ UXJUUFSͰϢʔβʔ͕ͭͿ͍͍ͯΔʮ࠷ۙฉ͍͍ͯΔۂʯΛௐΔ 5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE
OPXQMBZJOHͱ͍͏ݴ༿ೖΓͷUXFFUΛ࠷৽݅ݕࡧ͢Δ ݅ ͜ͷݴ༿ΛؚΉ ͭͿ͍ͨϢʔβʔ ͭͿ͖༰ 5XJUUFSTFBSDIϝιουΛͬͯݕࡧ͠·͢ɻ Ҿʹݕࡧ͍ͨ͠༰Λ͠·͢ɻ ݅औಘͨͭ͠Ϳ͖ɺ݅ͣͭϒϩοΫ͕࣮ߦ͞Εɺ ϒϩοΫมTUBUVTʹೖ͞Ε·͢ɻ
ԋशղઆɹจࣈྻදࣔ QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ \ม໊^ͱॻ͘ͱɺจࣈྻʹมͷ༰ΛຒΊࠐΉ͜ͱ͕Ͱ͖· ͢ɻ OBNFJHBSBTIJ QVUT"VUIPS\OBNF^"VUIPSJHBSBTIJ มOBNFͷத͕දࣔ͞ΕΔ OBNFJHBSBTIJ UFYU"VUIPS\OBNF^ UFYU"VUIPSJHBSBTIJ
ಉ͡ಈ࡞ ҎԼͷͭͷίʔυಉ͡ಈ࡞Ͱ͢ɻ
ԋशղઆɹจࣈྻදࣔ 3VCZʹछྨͷจࣈྻͷදݱํ๏͕͋Γ·͢ɻ μϒϧΫΦʔτ ͱγϯάϧΫΦʔτ Ͱ͢ɻ લͷϖʔδͰઆ໌ͨ͠มͷதΛදࣔ͢Δ߹μϒϧΫΦʔτΛ ͏ඞཁ͕͋Γ·͢ɻ OBNFJHBSBTIJ
QVUT"VUIPS\OBNF^"VUIPSJHBSBTIJ มOBNFͷத͕දࣔ͞ΕΔ OBNFJHBSBTIJ QVUT"VUIPS\OBNF^"VUIPS\OBNF^ มOBNFͷத͕දࣔ͞Εͣɺͦͷ··ग़ྗ͞ΕΔ μϒϧΫΦʔτɿ\ม໊^ͱॻ͘ͱมͷதΛදࣔ γϯάϧΫΦʔτɿ\ม໊^ͱॻ͘ͱͦͷ··දࣔ
ԋशղઆҾͷ)BTIͷলུܗ 5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU ͜ͷ෦ɺݟ׳Εͳ͍ॻ͖ํΛ͍ͯ͠·͢ɻ 5XJUUFSTFBSDI OPXQMBZJOH \SQQ SFTVMU@UZQFSFDFOU^
লུ͠ͳ͍Ͱॻ͘ͱҎԼͷΑ͏ʹͳΓ·͢ɻ ൪ͷҾจࣈྻ ൪ͷҾ)BTIͰ\^Λলུ 3VCZͰΑ͘ΘΕΔςΫχοΫͰɺͨͱ͑ෳͷΦϓγϣϯΛҾ ͱ͍ͯͨ͠͠ͱ͖ʹ)BTIΛ͢͜ͱ͕͋Γ·͢ɻΩʔ͕આ໌จ ͷΛͯ͘͠ΕͯಡΈ͍͔͢ΒͰ͢ɻ ͦͷࡍʹᐆດʹͳΒͳ͚Ε)BTIͷ\^Λলུͯ͠ॻ͚·͢ɻ
UXJUUFSHFNԋश Ͱ࣮ߦͯ͠Έ·͠ΐ͏ʂ 999ͷ෦ʹUPLFOΛೖΕ͍ͯͩ͘͞ɻ࣍ϖʔδʹղઆ͋Γ·͢ɻ SFRVJSFUXJUUFS 5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999 DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE
5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE $3BJMT*OTUBMMFS3VCZMJCSVCZOFUIUUQSCJO ADPOOFDU44-@DPOOFDUSFUVSOFEFSSOPTUBUF44-WSFBETFSWFS DFSUJpDBUF#DFSUJpDBUFWFSJGZGBJMFE 5XJUUFS&SSPS$MJFOU&SSPS ˞8JOEPXT̼BDͰҎԼͷΑ͏ͳΤϥʔ͕ग़Δ߹࣍࣍ϖʔδࢀর
UXJUUFSHFNԋशUPLFO લड़ͷํ๏ͰUXJUUFSͷαΠτ͔ΒͭͷUPLFOΛऔಘͯ͠ɺ લͷϖʔδͷ999෦ʹೖྗ͍ͯͩ͘͠͞ɻ IUUQTEFWUXJUUFSDPNBQQTOFX UPLFOऔಘϖʔδ
8JOEPXTͰҎԼͷΑ͏ͳΤϥʔ͕ग़Δ߹ͷରԠํ๏ $3BJMT*OTUBMMFS3VCZMJCSVCZOFUIUUQSCJOADPOOFDU 44-@DPOOFDUSFUVSOFEFSSOPTUBUF44-WSFBETFSWFSDFSUJpDBUF #DFSUJpDBUFWFSJGZGBJMFE 5XJUUFS&SSPS$MJFOU&SSPS 3VCZ͕͏44-ূ໌ॻ ηΩϡϦςΟͷͨΊʹඞཁ ͷظݶ͕ΕͨͨΊʹൃ ੜ͢ΔͰ͢ɻ ҎԼ͔Βূ໌ॻϑΝΠϧΛ%-ͯ͠
ɹ$ˇ3BJMT*OTUBMMFSϑΥϧμʹDBDFSUQFNͱ͍͏໊લͰอଘ͠·͢ɻ IUUQDVSMIBYYTFDBDBDFSUQFN IUUQDVSMIBYYTFDBΞΫηεͯ͠ɺ ɹԼઢ෦ͷϑΝΠϧΛӈΫϦοΫ໊ͯ͠લΛ͚ͯอଘ ҎԼͷίϚϯυΛଧͪɺڥม44-@$&35@'*-&ʹͦͷύεΛઃఆ ։͍͍ͯΔίϚϯυϓϩϯϓτҰดͯ͡։͖ͳ͓͢ TFUY44-@$&35@'*-&$=3BJMT*OTUBMMFS=DBDFSUQFN
NBDͰҎԼͷΑ͏ͳΤϥʔ͕ग़Δ߹ͷରԠํ๏ VTSCJO3VCZMJCSVCZOFUIUUQSCJOADPOOFDU 44-@DPOOFDUSFUVSOFEFSSOPTUBUF44-WSFBETFSWFSDFSUJpDBUF #DFSUJpDBUFWFSJGZGBJMFE 5XJUUFS&SSPS$MJFOU&SSPS 3VCZ͕͏44-ূ໌ॻ ηΩϡϦςΟͷͨΊʹඞཁ ͷظݶ͕ΕͨͨΊʹൃ ੜ͢ΔͰ͢ɻ ূ໌ॻϑΝΠϧ͕͋ΔύεΛௐ·͢ɻ
ʢ݁Ռ͕VTSMPDBMFUDPQFOTTMDFSUQFNͷ߹ͷྫΛҎԼΛॻ͖·͢ɻ ଞͷ݁Ռͷ߹ҎԼͷ৭͖ͷ෦Λஔ͖͍͑ͯͩ͘͞ɻʣ طଘͷূ໌ॻͷόοΫΞοϓΛͱΓ·͢ɻ ҎԼͷίϚϯυͰূ໌ॻϑΝΠϧΛμϯϩʔυ͠·͢ɻ μϯϩʔυͨ͠৽͍͠ূ໌ॻͰஔ͖͑·͢ɻ ͜ΕͰΤϥʔ͕ग़ͳ͘ͳΓ·͢ɻ TVEPDQVTSMPDBMFUDPQFOTTMDFSUQFNVTSMPDBMFUDPQFOTTMDFSUQFNCBL SVCZSPQFOTTMFQ0QFO44-9%&'"6-5@$&35@'*-& DVSM0IUUQDVSMIBYYTFDBDBDFSUQFN NWDBDFSUQFNVTSMPDBMFUDPQFOTTMDFSUQFN
UXJUUFSHFNԋश UPUBMSBEJPVL/PX1MBZJOH$ISJTUJOB "HVJMFSB"JOU/P0UIFS.BOIUUQ UDP.4*I7:4O-UPUBMSBEVLGG UPUBMSBEJPVL/PX1MBZJOH$ISJTUJOB "HVJMFSB"JOU/P0UIFS.BOIUUQ UDP.4*I7:4O-UPUBMSBEVLGG ίʔυͷग़ྗ݁ՌΛ࣮ࡍͷUXJUUFSͷը໘Ͱ֬ೝͯ͠ΈΔͷ໘ന͍ͱ ࢥ͍·͢ɻ
ώϯτɿTUBUVTJEग़ྗ͢ΔͱΞΫηε͠қ͍Ͱ͢ɻ ίʔυͷग़ྗ݁Ռ UXJUUFSͷը໘
UXJUUFSHFNԋश ݕࡧޠOPXQMBZJOHͷ෦Λ͍Ζ͍Ζม࣮͑ͯߦͯ͠Έ͍ͯͩ͘͞ɻ ʢUXJUUFS"1*୯Ґ࣌ؒʹ࣮ߦͰ͖Δճ͕ݶΒΕ͍ͯΔͷͰɺ࣮ ߦ͗͢͠Δͱ࣌ؒఔ࣮ߦͰ͖ͳ͘ͳΓ·͢ɻ ຊޠʹ͢Δ߹ϚδοΫίϝϯτ DPEJOHVUG ΛΕͣʹɻ ·ͨɺ8JOEPXTͰ݁Ռ͕จࣈԽ͚͢Δ߹ɺҎԼͷΑ͏ʹϑΝΠϧ SFTVMUUYUॻ͖ग़ͯ͠ΤσΟλͰ։͘ɺΛࢼͯ͠Έ͍ͯͩ͘͞ɻ SFRVJSFUXJUUFS
5XJUUFSDPOpHVSFEPcDPOpHc DPOpHDPOTVNFS@LFZ999999999999999999 DPOpHDPOTVNFS@TFDSFU999999999999999999 DPOpHPBVUI@UPLFO999999999999999999 DPOpHPBVUI@UPLFO@TFDSFU999999999999999999 FOE 5XJUUFSTFBSDI OPXQMBZJOH SQQ SFTVMU@UZQFSFDFOU <TUBUVTFT>FBDIEPcTUBUVTc QVUT\TUBUVTGSPN@VTFS^\TUBUVTUFYU^ FOE SVCZUXJUUFSSCSFTVMUUYU
IUUQTGFSJLHJUIVCJPUXJUUFS UXJUUFSHFNԋश্ڃ ͜ͷϖʔδͷ6TBHF&YBNQMFTཝͳͲΛࢀߟʹͯ͠ UXFFUΛߘ͢ΔͳͲɺ ͍Ζ͍Ζࢼͯ͠Έ͍ͯͩ͘͞ɻ
None
ࢀߟࢿྉ
BCD ࣮ߦ݁Ռ QVUTBCD ॻࣜ 3VCZίʔυ ࣮ߦ݁Ռ TIFMMίϚϯυ MT Q
จதͰͰॻ͖·͢
ڭՊॻɿͨͷ͍͠3VCZ IUUQXXXBNB[PODPKQEQ ͓ങ͍ٻΊ େֶੜڠ·ͨ δϡϯΫಊାళͰ
՝νΣοΫ༻ͷᝦͷॻ͖ํ ্ͷํʹֶ੶൪߸ͱ໊લΛॻ͍͍ͯͩ͘͞ ֶ੶൪߸ ໊લ ˞͜ͷลʹߨࢣਞ͕Ϋ ϦΞͨ͠՝൪߸Λॻ ͍͍͖ͯ·͢ɻ
ߨٛࢿྉஔ͖ աڈͷࢿྉ͕%-Ͱ͖·͢ɻ IUUQTHJUIVCDPNJHBJHBIJUPUTVCBTIJSVCZ
ࡶஊɾ࣭༻GBDFCPPLάϧʔϓ IUUQTXXXGBDFCPPLDPNHSPVQTIJUPUTVCBTIJSC ɾՃೖඇՃೖࣗ༝Ͱ͢ ɾՃೖඇՃೖʹؔ͠·ͤΜ ɾࢀՃऀҰཡެ։͞Ε·͢ ɾࢀՃऀελοϑ ߨࢣɾ5" ͱࡢɺࠓͷडߨऀͰ͢ ɾॻ͖ࠐΈࢀՃऀͷΈݟ͑·͢ ɾرऀΞΫηεͯ͠ࢀՃਃ͍ͯͩ͘͠͞
ɾࡶஊɺ࣭ɺٞͳͲԿͰؾʹͤͣͲ͏ͧʙ ɾ࣭ʹ͑ΒΕΔਓ͍͑ͯ͋͛ͯͩ͘͞ ɾߨࢣਞ͓͑͠·͢ ɾೖͬͨΒܰࣗ͘ݾհ͓Ͷ͕͍͠·͢