DuckDB MCPサーバーを使ってAWSコストを分析させてみた / AWS cost analysis with DuckDB MCP server

by MasahiroKawahara

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%VDL%#.$1αʔόʔΛ࢖ͬͯ "84ίετΛ෼ੳͤͯ͞Έͨ

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DBUBMLT ࣗݾ঺հ ઒ݪ੐େ LBXBIBSBNBTBIJSP ˔ $MBTTNFUIPEΫϥ΢υࣄۀຊ෦ίϯαϧςΟϯά෦ ˔ "845PQ&OHJOFFST d ˔ ࠷ۙ΍͍ͬͯΔ͜ͱ ˓ "84ϚϧνΞΧ΢ϯτ؀ڥͷηΩϡϦςΟՄࢹԽ ˓ ίετ࠷దԽ͍Ζ͍Ζ ˓ φϨοδαΠτͷӡӦ ˔ ޷͖ͳ͜ͱ ˓ πʔϦϯάɺ&NBDTɺѪೣͱٔΕΔ IUUQTEFWDMBTTNFUIPEKQBVUIPSLBXBIBSBNBTBIJSP

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DBUBMLT %VDL%#.$1αʔόʔʹ͍ͭͯ࿩͠·͢ ˔ %VDL%#ͱ͸ʁΛαϥοͱઆ໌ ˔ %VDL%#.$1αʔόʔ࢖ͬͯΈͨ ˔ "84ίετ $63 Λ෼ੳ͢ΔϢʔεέʔεΛ঺հ

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%VDL%#ͱ͸ʁ

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DBUBMLT %VDL%#͸ΦϯϥΠϯ෼ੳॲཧ 0-"1 ʹಛԽͨ͠ σʔλϕʔεγεςϜ 引用: IUUQTEVDLECPSH

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DBUBMLT ਺ίϚϯυͰɺ͙࢝͢ΊΒΕ·͢ 参考: IUUQTEVDLECPSHEPDTJOTUBMMBUJPO ( Windowsの場合: winget install DuckDB.cli )

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DBUBMLT ͪΐͬͱͨ͠ϩά෼ੳ͸%VDL%#͕ͱͯ΋ศར

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DBUBMLT .PUIFS%VDLެࣜͷ.$1αʔόʔ͕͋Γ·͢ ˔ .PUIFS%VDL ͸ %VDL%#ΛΫϥ΢υ্Ͱѻ͑Δ σʔλ΢ΣΞϋ΢εαʔϏε ˔ NDQTFSWFSNPUIFSEVDL ͸ ҎԼ%#ʹରͯ͠42-ΫΤϦΛ࣮ߦ͢ΔػೳΛఏڙ ˓ Ϋϥ΢υ.PUIFS%VDL ˓ ϩʔΧϧ%VDL%#⭐ IUUQTHJUIVCDPNNPUIFSEVDLECNDQTFSWFSNPUIFSEVDL

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%VDL%#.$1αʔόʔݐͯͯΈͨ

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DBUBMLT ಋೖํ๏͸ҎԼϒϩά͝ཡ͍ͩ͘͞ IUUQTEFWDMBTTNFUIPEKQBSUJDMFTNPUIFSEVDLEVDLECNDQXJUIDMBVEFDPEF

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DBUBMLT ࠓճͷߏ੒͸͜Μͳײ͡

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DBUBMLT ࢼ͠ʹαϯϓϧ$47Λूܭͯ͠΋Β͏ ෼ੳΛґཔɻ͍͖ͳΓٻΊΑ͏ͱͨ͠ͷͰࣦഊɻ ˠϑΝΠϧΛಡΜͰߏ଄Λ೺Ѳͯ͘͠Εͨɻ

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DBUBMLT ࢼ͠ʹαϯϓϧ$47Λूܭͯ͠΋Β͏ ूܭΫΤϦΛ࣮ࢪͯ͠ɺਖ਼͍͠ग़ྗ͕ฦ͖ͬͯͨ

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DBUBMLT .$1αʔόʔ͕ແ͔ͬͨΒɺ͍͍ͩͨؒҧ͑Δ

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DBUBMLT OPUFੜ੒"*͸ܭࢉ͕ۤख ը૾Ҿ༻$IBU(15͸ͳͥܭࢉ͕ۤखͳͷ͔ ື ਅҰ ژ౎େֶେֶӃ৘ใֶݚڀՊ ڭत IUUQTFEYOJJBDKQMFDUVSF ෆنଇͳτʔΫϯྻ͔Β ๬·͍͠ग़ྗΛग़͢ͷ͸ࠔ೉

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DBUBMLT OPUFੜ੒"*͸ܭࢉ͕ۤख ը૾Ҿ༻$IBU(15͸ͳͥܭࢉ͕ۤखͳͷ͔ ື ਅҰ ژ౎େֶେֶӃ৘ใֶݚڀՊ ڭत IUUQTFEYOJJBDKQMFDUVSF %VDL%#.$1αʔόʔ͸ ੜ੒"*͕ۤखͳ෦෼Λิͬͯ ͘ΕΔྑ͍πʔϧʂ ෆنଇͳτʔΫϯྻ͔Β ๬·͍͠ग़ྗΛग़͢ͷ͸ࠔ೉

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"84ίετΛ෼ੳͯ͠ΈΔ XJUI"84$63

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DBUBMLT $63ͱ͸ʁ ˠ"84ίετͷ࠷΋ࡉ͔͍৘ใ ˔ "84$PTUBOE6TBHF3FQPSUT$63 ˔ 1BSRVFU PS$47 ܗࣜͰอ؅͞ΕΔ ˔ ʮ࠷΋ࡉ͔͍ʯͷͰϘϦϡʔϛʔ ˓ ਺(#ϲ݄ Λ௒͑Δ͜ͱ΋͋Δ ˓ ྻ਺͸Ҏ্ શͯͷྻ৘ใΛऔͬͨ৔߹ ˔ ˠࣗવݴޠͰ෼ੳͰ͖Δͱخ͍͠ʂ

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DBUBMLT $63Λجʹ"84ͷίετΛ෼ੳͤͯ͞ΈΔ ґཔޙɺ.$1αʔόʔ࣮ߦͷঝೝը໘

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DBUBMLT $63Λجʹ"84ͷίετΛ෼ੳͤͯ͞ΈΔ .$1αʔόʔʹΑΔ ΫΤϦ αϯϓϦϯά ࣮ߦ

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DBUBMLT $63Λجʹ"84ͷίετΛ෼ੳͤͯ͞ΈΔ ΫΤϦ ೔͝ͱͷूܭ ࣮ߦɻ݁ՌΛग़ྗͯ͘͠Εͨ

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΋͏গ͠࢖ͬͯΈΔ

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DBUBMLT ࣗવݴޠͷΈͰίετϨϙʔτ࡞ͬͯΈͨ

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DBUBMLT ࣗવݴޠͷΈͰίετϨϙʔτ࡞ͬͯΈͨ $-"6%&NEϓϩδΣΫτϝϞϦ $MJOF΍ $VSTPSͰ͍͏ DMJOFSVMFTɺ DVSTPSSVMFT

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DBUBMLT ࣗવݴޠͷΈͰίετϨϙʔτ࡞ͬͯΈͨ RVFSZΫΤϦΛ࠶ར༻ͤ͞Δ RVFSZSFTVMUϨϙʔτͷݩωλʹ͢Δ

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DBUBMLT ࣗવݴޠͷΈͰίετϨϙʔτ࡞ͬͯΈͨ <༨ஊ>"84%PDVNFOUBUJPO.$14FSWFS Λซ༻ͯ͠ਪ঑ࣄ߲΋ग़ͯ͠ΈΔ

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·ͱΊ

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DBUBMLT %VDL%#.$1αʔόʔɺศརͰ͢ ˔ NDQTFSWFSNPUIFSEVDL ͸ .PUIFS%VDL Ϋϥ΢υ ΍ %VDL%# ϩʔΧϧ ʹରͯ͠ΫΤϦΛ ࣮ߦͰ͖Δ.$1αʔόʔ ˔ lੜ੒"*͕ۤखͳܭࢉॲཧz Λྑ͍ײ͡ʹิͬͯ͘ΕΔྑ͍πʔϧ ˔ ͍ͪϢʔεέʔεͱͯ͠ "84$63Λ෼ੳͯ͠Έ·ͨ͠ ˓ ࣗવݴޠͰ෼ੳͰ͖ΔͷͰɺίετ෼ੳͷϋʔυϧ͕Լ͕Δʂ

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DBUBMLT ࢀߟࢿྉ ˔ "VUIFOUJDBUJOHUP.PUIFS%VDL .PUIFS%VDL ˔ .$1TFSWFSGPS%VDL%#BOE.PUIFS%VDL (JU)VC ˔ $IBU(15͸ͳͥܭࢉ͕ۤखͳͷ͔ ື ਅҰ ژ౎େֶେֶӃ৘ใֶݚڀՊ ڭत ˔ .PUIFS%VDL %VDL%# ͷ.$1αʔόʔΛಋೖͯ͠෼ੳͤͯ͞Έͨ XJUI$MBVEF$PEFc%FWFMPQFST*0

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