diff --git a/backend/package-lock.json b/backend/package-lock.json
index 2a75e24..40fc620 100644
--- a/backend/package-lock.json
+++ b/backend/package-lock.json
@@ -10,14 +10,75 @@
       "license": "ISC",
       "dependencies": {
         "body-parser": "^1.20.0",
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+        "cors": "^2.8.5",
         "dotenv": "^16.0.1",
         "express": "^4.18.1",
-        "mysql2": "^2.3.3"
+        "fs": "^0.0.1-security",
+        "ip": "^1.1.8",
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+        "mysql2": "^2.3.3",
+        "node-fetch": "^2.7.0",
+        "os": "^0.1.2",
+        "path": "^0.12.7",
+        "swagger-jsdoc": "^6.2.8",
+        "swagger-ui-express": "^5.0.0"
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-        "nodemon": "^2.0.18"
+        "nodemon": "^2.0.18",
+        "swagger-autogen": "^2.23.7"
       }
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+      "resolved": "https://registry.npmjs.org/@apidevtools/openapi-schemas/-/openapi-schemas-2.1.0.tgz",
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+    },
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+      "resolved": "https://registry.npmjs.org/@apidevtools/swagger-parser/-/swagger-parser-10.0.3.tgz",
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+        "@apidevtools/openapi-schemas": "^2.0.4",
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+        "z-schema": "^5.0.1"
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+      "resolved": "https://registry.npmjs.org/@jsdevtools/ono/-/ono-7.1.3.tgz",
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+      "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.14.tgz",
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@@ -36,6 +97,18 @@
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+      "resolved": "https://registry.npmjs.org/acorn/-/acorn-7.4.1.tgz",
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+      "dev": true,
+      "bin": {
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@@ -49,6 +122,11 @@
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@@ -57,8 +135,15 @@
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-      "dev": true
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+    "node_modules/bignumber.js": {
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/bignumber.js/-/bignumber.js-9.0.0.tgz",
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@@ -96,7 +181,6 @@
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@@ -134,6 +218,16 @@
         "url": "https://github.com/sponsors/ljharb"
       }
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+    "node_modules/call-me-maybe": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-me-maybe/-/call-me-maybe-1.0.2.tgz",
+      "integrity": "sha512-HpX65o1Hnr9HH25ojC1YGs7HCQLq0GCOibSaWER0eNpgJ/Z1MZv2mTc7+xh6WOPxbRVcmgbv4hGU+uSQ/2xFZQ=="
+    },
+    "node_modules/child-process": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/child-process/-/child-process-1.0.2.tgz",
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+    },
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@@ -161,11 +255,18 @@
         "fsevents": "~2.3.2"
       }
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+    "node_modules/commander": {
+      "version": "6.2.0",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-6.2.0.tgz",
+      "integrity": "sha512-zP4jEKbe8SHzKJYQmq8Y9gYjtO/POJLgIdKgV7B9qNmABVFVc+ctqSX6iXh4mCpJfRBOabiZ2YKPg8ciDw6C+Q==",
+      "engines": {
+        "node": ">= 6"
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-      "dev": true
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+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.3.tgz",
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+    },
+    "node_modules/cors": {
+      "version": "2.8.5",
+      "resolved": "https://registry.npmjs.org/cors/-/cors-2.8.5.tgz",
+      "integrity": "sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==",
+      "dependencies": {
+        "object-assign": "^4",
+        "vary": "^1"
+      },
+      "engines": {
+        "node": ">= 0.10"
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       "resolved": "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz",
@@ -207,6 +325,15 @@
         "ms": "2.0.0"
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+      "version": "4.3.1",
+      "resolved": "https://registry.npmjs.org/deepmerge/-/deepmerge-4.3.1.tgz",
+      "integrity": "sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==",
+      "dev": true,
+      "engines": {
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@@ -232,6 +359,17 @@
         "npm": "1.2.8000 || >= 1.4.16"
       }
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+    "node_modules/doctrine": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/doctrine/-/doctrine-3.0.0.tgz",
+      "integrity": "sha512-yS+Q5i3hBf7GBkd4KG8a7eBNNWNGLTaEwwYWUijIYM7zrlYDM0BFXHjjPWlWZ1Rg7UaddZeIDmi9jF3HmqiQ2w==",
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+        "esutils": "^2.0.2"
+      },
+      "engines": {
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+      "resolved": "https://registry.npmjs.org/esutils/-/esutils-2.0.3.tgz",
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@@ -352,6 +498,16 @@
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+      "version": "0.0.1-security",
+      "resolved": "https://registry.npmjs.org/fs/-/fs-0.0.1-security.tgz",
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+      "resolved": "https://registry.npmjs.org/fs.realpath/-/fs.realpath-1.0.0.tgz",
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@@ -392,6 +548,25 @@
         "url": "https://github.com/sponsors/ljharb"
       }
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+      "version": "7.1.6",
+      "resolved": "https://registry.npmjs.org/glob/-/glob-7.1.6.tgz",
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+      "dependencies": {
+        "fs.realpath": "^1.0.0",
+        "inflight": "^1.0.4",
+        "inherits": "2",
+        "minimatch": "^3.0.4",
+        "once": "^1.3.0",
+        "path-is-absolute": "^1.0.0"
+      },
+      "engines": {
+        "node": "*"
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+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
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+      "dev": true,
+      "bin": {
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+      "integrity": "sha512-aXXC6s+1w7otVF9UletFkFcDsJeO7lSZBPUQhtb5O0xJe8LtYhj/GxldoL09bBj9+ZmE2hNoHqQSFMN5fikh4Q==",
+      "requires": {
+        "process": "^0.11.1",
+        "util": "^0.10.3"
+      }
+    },
+    "path-is-absolute": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz",
+      "integrity": "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg=="
+    },
     "path-to-regexp": {
       "version": "0.1.7",
       "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.7.tgz",
@@ -1643,6 +2420,16 @@
       "integrity": "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==",
       "dev": true
     },
+    "process": {
+      "version": "0.11.10",
+      "resolved": "https://registry.npmjs.org/process/-/process-0.11.10.tgz",
+      "integrity": "sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A=="
+    },
+    "process-nextick-args": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
+      "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="
+    },
     "proxy-addr": {
       "version": "2.0.7",
       "resolved": "https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.7.tgz",
@@ -1682,6 +2469,27 @@
         "unpipe": "1.0.0"
       }
     },
+    "readable-stream": {
+      "version": "2.3.7",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.7.tgz",
+      "integrity": "sha512-Ebho8K4jIbHAxnuxi7o42OrZgF/ZTNcsZj6nRKyUmkhLFq8CHItp/fy6hQZuZmP/n3yZ9VBUbp4zz/mX8hmYPw==",
+      "requires": {
+        "core-util-is": "~1.0.0",
+        "inherits": "~2.0.3",
+        "isarray": "~1.0.0",
+        "process-nextick-args": "~2.0.0",
+        "safe-buffer": "~5.1.1",
+        "string_decoder": "~1.1.1",
+        "util-deprecate": "~1.0.1"
+      },
+      "dependencies": {
+        "safe-buffer": {
+          "version": "5.1.2",
+          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+          "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
+        }
+      }
+    },
     "readdirp": {
       "version": "3.6.0",
       "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz",
@@ -1792,6 +2600,21 @@
       "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.1.tgz",
       "integrity": "sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ=="
     },
+    "string_decoder": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
+      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
+      "requires": {
+        "safe-buffer": "~5.1.0"
+      },
+      "dependencies": {
+        "safe-buffer": {
+          "version": "5.1.2",
+          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+          "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
+        }
+      }
+    },
     "supports-color": {
       "version": "5.5.0",
       "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
@@ -1801,6 +2624,68 @@
         "has-flag": "^3.0.0"
       }
     },
+    "swagger-autogen": {
+      "version": "2.23.7",
+      "resolved": "https://registry.npmjs.org/swagger-autogen/-/swagger-autogen-2.23.7.tgz",
+      "integrity": "sha512-vr7uRmuV0DCxWc0wokLJAwX3GwQFJ0jwN+AWk0hKxre2EZwusnkGSGdVFd82u7fQLgwSTnbWkxUL7HXuz5LTZQ==",
+      "dev": true,
+      "requires": {
+        "acorn": "^7.4.1",
+        "deepmerge": "^4.2.2",
+        "glob": "^7.1.7",
+        "json5": "^2.2.3"
+      },
+      "dependencies": {
+        "glob": {
+          "version": "7.2.3",
+          "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
+          "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
+          "dev": true,
+          "requires": {
+            "fs.realpath": "^1.0.0",
+            "inflight": "^1.0.4",
+            "inherits": "2",
+            "minimatch": "^3.1.1",
+            "once": "^1.3.0",
+            "path-is-absolute": "^1.0.0"
+          }
+        }
+      }
+    },
+    "swagger-jsdoc": {
+      "version": "6.2.8",
+      "resolved": "https://registry.npmjs.org/swagger-jsdoc/-/swagger-jsdoc-6.2.8.tgz",
+      "integrity": "sha512-VPvil1+JRpmJ55CgAtn8DIcpBs0bL5L3q5bVQvF4tAW/k/9JYSj7dCpaYCAv5rufe0vcCbBRQXGvzpkWjvLklQ==",
+      "requires": {
+        "commander": "6.2.0",
+        "doctrine": "3.0.0",
+        "glob": "7.1.6",
+        "lodash.mergewith": "^4.6.2",
+        "swagger-parser": "^10.0.3",
+        "yaml": "2.0.0-1"
+      }
+    },
+    "swagger-parser": {
+      "version": "10.0.3",
+      "resolved": "https://registry.npmjs.org/swagger-parser/-/swagger-parser-10.0.3.tgz",
+      "integrity": "sha512-nF7oMeL4KypldrQhac8RyHerJeGPD1p2xDh900GPvc+Nk7nWP6jX2FcC7WmkinMoAmoO774+AFXcWsW8gMWEIg==",
+      "requires": {
+        "@apidevtools/swagger-parser": "10.0.3"
+      }
+    },
+    "swagger-ui-dist": {
+      "version": "5.9.1",
+      "resolved": "https://registry.npmjs.org/swagger-ui-dist/-/swagger-ui-dist-5.9.1.tgz",
+      "integrity": "sha512-5zAx+hUwJb9T3EAntc7TqYkV716CMqG6sZpNlAAMOMWkNXRYxGkN8ADIvD55dQZ10LxN90ZM/TQmN7y1gpICnw=="
+    },
+    "swagger-ui-express": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/swagger-ui-express/-/swagger-ui-express-5.0.0.tgz",
+      "integrity": "sha512-tsU9tODVvhyfkNSvf03E6FAk+z+5cU3lXAzMy6Pv4av2Gt2xA0++fogwC4qo19XuFf6hdxevPuVCSKFuMHJhFA==",
+      "requires": {
+        "swagger-ui-dist": ">=5.0.0"
+      }
+    },
     "to-regex-range": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
@@ -1824,6 +2709,11 @@
         "nopt": "~1.0.10"
       }
     },
+    "tr46": {
+      "version": "0.0.3",
+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
+      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
+    },
     "type-is": {
       "version": "1.6.18",
       "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
@@ -1844,20 +2734,88 @@
       "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
       "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ=="
     },
+    "util": {
+      "version": "0.10.4",
+      "resolved": "https://registry.npmjs.org/util/-/util-0.10.4.tgz",
+      "integrity": "sha512-0Pm9hTQ3se5ll1XihRic3FDIku70C+iHUdT/W926rSgHV5QgXsYbKZN8MSC3tJtSkhuROzvsQjAaFENRXr+19A==",
+      "requires": {
+        "inherits": "2.0.3"
+      },
+      "dependencies": {
+        "inherits": {
+          "version": "2.0.3",
+          "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.3.tgz",
+          "integrity": "sha512-x00IRNXNy63jwGkJmzPigoySHbaqpNuzKbBOmzK+g2OdZpQ9w+sxCN+VSB3ja7IAge2OP2qpfxTjeNcyjmW1uw=="
+        }
+      }
+    },
+    "util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
+    },
     "utils-merge": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
       "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA=="
     },
+    "validator": {
+      "version": "13.11.0",
+      "resolved": "https://registry.npmjs.org/validator/-/validator-13.11.0.tgz",
+      "integrity": "sha512-Ii+sehpSfZy+At5nPdnyMhx78fEoPDkR2XW/zimHEL3MyGJQOCQ7WeP20jPYRz7ZCpcKLB21NxuXHF3bxjStBQ=="
+    },
     "vary": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
       "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg=="
     },
+    "webidl-conversions": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+    },
+    "whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "requires": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
+    "wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
+    },
     "yallist": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
       "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
+    "yaml": {
+      "version": "2.0.0-1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.0.0-1.tgz",
+      "integrity": "sha512-W7h5dEhywMKenDJh2iX/LABkbFnBxasD27oyXWDS/feDsxiw0dD5ncXdYXgkvAsXIY2MpW/ZKkr9IU30DBdMNQ=="
+    },
+    "z-schema": {
+      "version": "5.0.5",
+      "resolved": "https://registry.npmjs.org/z-schema/-/z-schema-5.0.5.tgz",
+      "integrity": "sha512-D7eujBWkLa3p2sIpJA0d1pr7es+a7m0vFAnZLlCEKq/Ij2k0MLi9Br2UPxoxdYystm5K1yeBGzub0FlYUEWj2Q==",
+      "requires": {
+        "commander": "^9.4.1",
+        "lodash.get": "^4.4.2",
+        "lodash.isequal": "^4.5.0",
+        "validator": "^13.7.0"
+      },
+      "dependencies": {
+        "commander": {
+          "version": "9.5.0",
+          "resolved": "https://registry.npmjs.org/commander/-/commander-9.5.0.tgz",
+          "integrity": "sha512-KRs7WVDKg86PWiuAqhDrAQnTXZKraVcCc6vFdL14qrZ/DcWwuRo7VoiYXalXO7S5GKpqYiVEwCbgFDfxNHKJBQ==",
+          "optional": true
+        }
+      }
     }
   }
 }
diff --git a/backend/package.json b/backend/package.json
index 929af6e..529bbaf 100644
--- a/backend/package.json
+++ b/backend/package.json
@@ -18,11 +18,22 @@
   "homepage": "https://github.com/Sunwoo0110/Express_Setup#readme",
   "dependencies": {
     "body-parser": "^1.20.0",
+    "child-process": "^1.0.2",
+    "cors": "^2.8.5",
     "dotenv": "^16.0.1",
     "express": "^4.18.1",
-    "mysql2": "^2.3.3"
+    "fs": "^0.0.1-security",
+    "ip": "^1.1.8",
+    "mysql": "^2.18.1",
+    "mysql2": "^2.3.3",
+    "node-fetch": "^2.7.0",
+    "os": "^0.1.2",
+    "path": "^0.12.7",
+    "swagger-jsdoc": "^6.2.8",
+    "swagger-ui-express": "^5.0.0"
   },
   "devDependencies": {
-    "nodemon": "^2.0.18"
+    "nodemon": "^2.0.18",
+    "swagger-autogen": "^2.23.7"
   }
-}
\ No newline at end of file
+}
diff --git a/backend/src/app.js b/backend/src/app.js
index 16ec7e4..ef3409f 100644
--- a/backend/src/app.js
+++ b/backend/src/app.js
@@ -1,4 +1,7 @@
 const express = require("express");
+const swaggerUi = require("swagger-ui-express");
+const swaggereJsdoc = require("swagger-jsdoc");
+const cors = require('cors');
 
 class App {
     constructor() {
@@ -44,6 +47,35 @@ class App {
             res.status(500).send("Error Code 400");
         });
     }
+
+    setCors() {
+        // this.app.use(cors({orgin: 'http://localhost:3000'}));
+    }
+
+    // setSwagger() {
+    //     const options = {
+    //         definition: {
+    //             openapi: "3.0.0",
+    //             info: {
+    //                 title: "Swagger Express API for Team6",
+    //                 version: "0.1.0",
+    //                 description: "This is a sample server for Team6.",
+    //             },
+    //             servers: [
+    //                 {
+    //                     url: "http://localhost:8080",
+    //                 },
+    //             ],
+    //         },
+    //         apis: ["./src/routes/*.js"],
+    //     };
+    //     const specs = swaggereJsdoc(options);
+    //     this.app.use(
+    //         "/api-docs",
+    //         swaggerUi.serve,
+    //         swaggerUi.setup(specs, { explorer: true })
+    //     );
+    // }
 }
 
 module.exports = new App().app;
\ No newline at end of file
diff --git a/backend/src/config/swagger.js b/backend/src/config/swagger.js
new file mode 100644
index 0000000..e69de29
diff --git a/backend/src/data/CI_aggregated.csv b/backend/src/data/CI_aggregated.csv
new file mode 100644
index 0000000..f3b3500
--- /dev/null
+++ b/backend/src/data/CI_aggregated.csv
@@ -0,0 +1,132 @@
+index,,,,in gCO2e/kWh,,"Country, Region or World",
+location,continentName,countryName,regionName,carbonIntensity,Type,source,comments
+ZA,Africa,South Africa,Any,928,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+CN,Asia,China,Any,555,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+CN-HK,Asia,China,Hong Kong,755,Region,carbonfootprint (June 2020 v1.4) and Hong Kong Electric Company (2019) and CLP Group (2019),Combined generation and T&D factor
+IN,Asia,India,Any,708,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+ID,Asia,Indonesia,Any,761,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+JP,Asia,Japan,Any,506,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+KR,Asia,Korea,Any,500,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+SG,Asia,Singapore,Any,418.8,Country,carbonfootprint (June 2020 v1.4) and Singapore Energy Market Authority (EMA),Combined generation and T&D factor
+TH,Asia,Thailand,Any,497,Country,carbonfootprint (June 2020 v1.4) and Energy Policy and Planning Office (EPPO) Thai Government Ministry of Energy,Combined generation and T&D factor
+AU,Oceania,Australia,Any,880,Country,carbonfootprint (June 2020 v1.4) and Australian Government,Combined generation and T&D factor
+NZ,Oceania,New Zealand,Any,105.1,Country,carbonfootprint (June 2020 v1.4) and Ministry for the Environment https://www.mfe.govt.nz/node/18670/,"Emission factors published in 2019, based on 2018 national inventory which is based on 2016 data."
+SA,Asia,Saudi Arabia,Any,732,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+TR,Asia,Turkey,Any,481,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+AE,Asia,United Arab Emirates,Any,425.8,Country,carbonfootprint (June 2020 v1.4) and Dubai Electricity & Water Authority (sustainability report 2018),Generation factor only
+CA,North America,Canada,Any,130,Country,carbonfootprint (June 2020 v1.4) and UN Framework Convention on Climate Change,Combined generation and T&D factor
+MX,North America,Mexico,Any,449,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+US,North America,United States of America,Any,453.22,Country,carbonfootprint (June 2020 v1.4) and US Env Protection Agency (EPA) eGrid,Combined generation and T&D factor
+AR,South America,Argentina,Any,313,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+BR,South America,Brazil,Any,74,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+AT,Europe,Austria,Any,132.86,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+BE,Europe,Belgium,Any,153.13,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+BG,Europe,Bulgaria,Any,437.37,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+HR,Europe,Croatia,Any,273.15,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+CY,Europe,Cyprus,Any,677.29,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+CZ,Europe,Czech Republic,Any,544.65,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+DK,Europe,Denmark,Any,154.44,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+EE,Europe,Estonia,Any,723.28,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+FI,Europe,Finland,Any,136.22,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+FR,Europe,France,Any,38.95,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+DE,Europe,Germany,Any,378.62,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+GR,Europe,Greece,Any,549.01,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+HU,Europe,Hungary,Any,252.98,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+IS,Europe,Iceland,Any,0.11,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+IE,Europe,Ireland,Any,348.04,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+IT,Europe,Italy,Any,338.54,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+LV,Europe,Latvia,Any,303.33,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+LT,Europe,Lithuania,Any,149.13,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+LU,Europe,Luxembourg,Any,139.39,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+MT,Europe,Malta,Any,370.6,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+NL,Europe,Netherlands,Any,452.07,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+NO,Europe,Norway,Any,11.18,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+PL,Europe,Poland,Any,791.07,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+PT,Europe,Portugal,Any,252.55,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+RO,Europe,Romania,Any,310.11,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+RU,Europe,Russian Federation,Any,325,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector
+RS,Europe,Serbia,Any,762.53,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+SK,Europe,Slovakia,Any,151.1,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+SI,Europe,Slovenia,Any,243.85,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+ES,Europe,Spain,Any,220.26,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+SE,Europe,Sweden,Any,11.89,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor
+CH,Europe,Switzerland,Any,11.82,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB) ,Production mix factor
+GB,Europe,United Kingdom,Any,253.19,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB) ,Generation & transmission & distribution factors
+US-AK,North America,United States of America,Alaska,435.97,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-AL,North America,United States of America,Alabama,414.05,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-AR,North America,United States of America,Arkansas,581.39,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-AZ,North America,United States of America,Arizona,463.3,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-CA,North America,United States of America,California,201.13,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-CO,North America,United States of America,Colorado,653.44,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-CT,North America,United States of America,Connecticut,243,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-DC,North America,United States of America,Washington DC,209.81,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-DE,North America,United States of America,Delaware,429.41,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-FL,North America,United States of America,Florida,451.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-GA,North America,United States of America,Georgia,444.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-HI,North America,United States of America,Hawaii,729.13,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-IA,North America,United States of America,Iowa,513.78,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-ID,North America,United States of America,Idaho,76.59,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-IL,North America,United States of America,Illinois,390.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-IN,North America,United States of America,Indiana,833.82,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-KS,North America,United States of America,Kansas,475.25,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-KY,North America,United States of America,Kentucky,875.34,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-LA,North America,United States of America,Louisiana,400.26,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MA,North America,United States of America,Massachusetts,349.97,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MD,North America,United States of America,Maryland,401.15,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-ME,North America,United States of America,Maine,127.86,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MI,North America,United States of America,Michigan,532.1,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MN,North America,United States of America,Minnesota,478.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MO,North America,United States of America,Missouri,816.85,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MS,North America,United States of America,Mississip,438.49,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-MT,North America,United States of America,Montana,555.56,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NC,North America,United States of America,North Carolina,383.42,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-ND,North America,United States of America,North Dakota,723.33,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NE,North America,United States of America,Nebraska,675.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NH,North America,United States of America,New Hampshire,145.82,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NJ,North America,United States of America,New Jersey,239.47,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NM,North America,United States of America,New Mexico,638.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NV,North America,United States of America,Nevada,355.76,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-NY,North America,United States of America,New York,199.61,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-OH,North America,United States of America,Ohio,634.21,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-OK,North America,United States of America,Oklahoma,426.03,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-OR,North America,United States of America,Oregon,149.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-PA,North America,United States of America,Pennsylvania,376.21,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-RI,North America,United States of America,Rhode Island,414.27,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-SC,North America,United States of America,South Carolina,302.63,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-SD,North America,United States of America,South Dakota,247.96,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-TN,North America,United States of America,Tennessee,356.85,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-TX,North America,United States of America,Texas,468.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-UT,North America,United States of America,Utah,766.79,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-VA,North America,United States of America,Virginia,354.25,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-VT,North America,United States of America,Vermont,27.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-WA,North America,United States of America,Washington,95.34,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-WI,North America,United States of America,Wisconsin,665.83,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-WV,North America,United States of America,West Virginia,935.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+US-WY,North America,United States of America,Wyoming,983.3,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-AB,North America,Canada,Alberta,680,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-BC,North America,Canada,British Columbia,12.8,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-MT,North America,Canada,Manitoba,1.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-NB,North America,Canada,New Brunswick,400,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-NL,North America,Canada,Newfoundland and Labrador,27,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-NS,North America,Canada,Nova Scotia,760,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-NT,North America,Canada,Northwest Territories,160,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-NU,North America,Canada,Nunavut,890,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-ON,North America,Canada,Ontario,30,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-PE,North America,Canada,Prince Edward Island,14,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-QC,North America,Canada,Quebec,1.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-SK,North America,Canada,Saskatchewan,710,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+CA-YT,North America,Canada,Yukon Territory,79,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020)
+AU-ACT,Oceania,Australia,Australian Capital Territory,900,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-NSW,Oceania,Australia,New South Wales,900,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-NT,Oceania,Australia,Northern Territory,710,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-NT2,Oceania,Australia,Northern Territory (Darwin Katherine Interconnected System),550,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-QLD,Oceania,Australia,Queensland,930,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-SA,Oceania,Australia,South Australia,540,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-TAS,Oceania,Australia,Tasmania,170,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-VIC,Oceania,Australia,Victoria,1120,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-WA1,Oceania,Australia,Western Australia (North Western Interconnected System),590,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+AU-WA2,Oceania,Australia,Western Australia (South West Interconnected System),730,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019)
+GM-BJL,Africa,"Gambia, The",Any,700,Region,"For Banjul region, Energy mix (https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2013/RRA_Gambia.pdf) and GHG of HFO power plants (https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=13&cad=rja&uact=8&ved=2ahUKEwiP46WT_qjnAhXGOcAKHXnSB1AQFjAMegQIBRAB&url=https%3A%2F%2Fidbinvest.org%2Fen%2Fdownload%2F6253&usg=AOvVaw3_YnEh1UVtiuHlNyCvO4G2)",
+WORLD,World,Any,Any,475,World,https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions,
+TW,Asia,China,Taiwan,509,Region,https://energypedia.info/wiki/Energy_Transition_in_Taiwan,
+IL,Asia,Israel,Any,580,Country,https://www.electricitymap.org (06/10/2020),
\ No newline at end of file
diff --git a/backend/src/data/TDP_cpu.csv b/backend/src/data/TDP_cpu.csv
new file mode 100644
index 0000000..0cf1068
--- /dev/null
+++ b/backend/src/data/TDP_cpu.csv
@@ -0,0 +1,81 @@
+index,in Watt,,,
+model,TDP,n_cores,TDP_per_core,source
+A8-7680,45,4,11.3,https://www.techpowerup.com/cpu-specs/
+A9-9425 SoC,15,2,7.5,https://www.techpowerup.com/cpu-specs/
+AMD 7552,200,48,4.2,https://www.amd.com/system/files/documents/AMD-EPYC-7002-Series-Datasheet.pdf
+AMD EPYC 7251,120,8,15.0,https://www.amd.com/en/products/cpu/amd-epyc-7251
+Any,,,12.0,
+Athlon 3000G,35,2,17.5,https://www.techpowerup.com/cpu-specs/
+Core 2 Quad Q6600,95,4,23.8,https://www.techpowerup.com/cpu-specs/
+Core i3-10100,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Core i3-10300,62,4,15.5,https://www.techpowerup.com/cpu-specs/
+Core i3-10320,91,4,22.8,https://www.techpowerup.com/cpu-specs/
+Core i3-10350K,91,4,22.8,https://www.techpowerup.com/cpu-specs/
+Core i3-9100,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Core i3-9100F,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Core i5-10400,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-10400F,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-10500,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-10600,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-10600K,95,6,15.8,https://www.techpowerup.com/cpu-specs/
+Core i5-3570K,77,4,19.3,https://www.techpowerup.com/cpu-specs/
+Core i5-4460,84,4,21.0,https://ark.intel.com/content/www/us/en/ark/products/80817/intel-core-i5-4460-processor-6m-cache-up-to-3-40-ghz.html
+Core i5-9400,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-9400F,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Core i5-9600KF,95,6,15.8,https://www.techpowerup.com/cpu-specs/
+Core i7-10700,65,8,8.1,https://www.techpowerup.com/cpu-specs/
+Core i7-10700K,125,8,15.6,https://www.techpowerup.com/cpu-specs/
+Core i7-4930K,130,6,21.7,https://www.techpowerup.com/cpu-specs/
+Core i7-6700K,95,4,23.8,https://www.techpowerup.com/cpu-specs/
+Core i7-8700K,95,6,15.8,https://www.techpowerup.com/cpu-specs/
+Core i7-9700F,65,8,8.1,https://www.techpowerup.com/cpu-specs/
+Core i7-9700K,95,8,11.9,https://www.techpowerup.com/cpu-specs/
+Core i9-10900K,125,10,12.5,https://www.techpowerup.com/cpu-specs/
+Core i9-10900KF,105,10,10.5,https://www.techpowerup.com/cpu-specs/
+Core i9-10900XE,165,10,16.5,https://www.techpowerup.com/cpu-specs/
+Core i9-10920XE,165,12,13.8,https://www.techpowerup.com/cpu-specs/
+Core i9-9900K,95,8,11.9,https://www.techpowerup.com/cpu-specs/
+FX-6300,95,6,15.8,https://www.techpowerup.com/cpu-specs/
+FX-8350,125,8,15.6,https://www.techpowerup.com/cpu-specs/
+Ryzen 3 2200G,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Ryzen 3 3200G,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Ryzen 3 3200U,15,2,7.5,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 1600,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 2600,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 3400G,65,4,16.3,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 3500U,15,4,3.8,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 3600,65,6,10.8,https://www.techpowerup.com/cpu-specs/
+Ryzen 5 3600X,95,6,15.8,https://www.techpowerup.com/cpu-specs/
+Ryzen 7 2700X,105,8,13.1,https://www.techpowerup.com/cpu-specs/
+Ryzen 7 3700X,65,8,8.1,https://www.techpowerup.com/cpu-specs/
+Ryzen 7 3800X,105,8,13.1,https://www.techpowerup.com/cpu-specs/
+Ryzen 9 3900X,125,12,10.4,https://www.techpowerup.com/cpu-specs/
+Ryzen 9 3950X,105,16,6.6,https://www.techpowerup.com/cpu-specs/
+Ryzen Threadripper 2990WX,250,32,7.8,https://www.techpowerup.com/cpu-specs/
+Ryzen Threadripper 3990X,280,64,4.4,https://www.techpowerup.com/cpu-specs/
+Xeon E5-2660 v3,105,10,10.5,https://ark.intel.com/content/www/us/en/ark/products/81706/intel-xeon-processor-e5-2660-v3-25m-cache-2-60-ghz.html
+Xeon E5-2665,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64597/intel-xeon-processor-e5-2665-20m-cache-2-40-ghz-8-00-gt-s-intel-qpi.html
+Xeon E5-2670,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64595/intel-xeon-processor-e5-2670-20m-cache-2-60-ghz-8-00-gt-s-intel-qpi.html
+Xeon E5-2670 v2,115,10,11.5,https://ark.intel.com/content/www/us/en/ark/products/75275/intel-xeon-processor-e5-2670-v2-25m-cache-2-50-ghz.html
+Xeon E5-2680 v3,120,12,10.0,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e5-processors/e5-2680-v3.html
+Xeon E5-2683 v4,120,16,7.5,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e5-processors/e5-2683-v4.html
+Xeon E5-2690 v2,130,10,13.0,https://ark.intel.com/content/www/us/en/ark/products/75279/intel-xeon-processor-e5-2690-v2-25m-cache-3-00-ghz.html
+Xeon E5-2690 v3,135,12,11.3,https://ark.intel.com/content/www/us/en/ark/products/81713/intel-xeon-processor-e5-2690-v3-30m-cache-2-60-ghz.html
+Xeon E5-2695 v4,120,18,6.7,https://ark.intel.com/content/www/us/en/ark/products/91316/intel-xeon-processor-e5-2695-v4-45m-cache-2-10-ghz.html
+Xeon E5-2697 v4,145,18,8.1,https://ark.intel.com/content/www/us/en/ark/products/91755/intel-xeon-processor-e5-2697-v4-45m-cache-2-30-ghz.html
+Xeon E5-2699 v3,145,18,8.1,https://ark.intel.com/content/www/us/en/ark/products/81061/intel-xeon-processor-e5-2699-v3-45m-cache-2-30-ghz.html
+Xeon E5-2699 v4,145,22,6.6,https://ark.intel.com/content/www/us/en/ark/products/91317/intel-xeon-processor-e5-2699-v4-55m-cache-2-20-ghz.html
+Xeon E5-4610 v4,105,10,10.5,https://ark.intel.com/content/www/us/en/ark/products/93812/intel-xeon-processor-e5-4610-v4-25m-cache-1-80-ghz.html
+Xeon E5-4620,95,8,11.9,https://ark.intel.com/content/www/us/en/ark/products/64607/intel-xeon-processor-e5-4620-16m-cache-2-20-ghz-7-20-gt-s-intel-qpi.html
+Xeon E5-4650L,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64606/intel-xeon-processor-e5-4650l-20m-cache-2-60-ghz-8-00-gt-s-intel-qpi.html
+Xeon E7-8867 v3,165,16,10.3,https://ark.intel.com/content/www/us/en/ark/products/84681/intel-xeon-processor-e7-8867-v3-45m-cache-2-50-ghz.html
+Xeon E7-8880 v4,150,22,6.8,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e7-processors/e7-8880-v4.html
+Xeon Gold 6142,150,16,9.4,https://ark.intel.com/content/www/us/en/ark/products/120487/intel-xeon-gold-6142-processor-22m-cache-2-60-ghz.html
+Xeon Gold 6148,150,20,7.5,https://ark.intel.com/content/www/us/en/ark/products/120489/intel-xeon-gold-6148-processor-27-5m-cache-2-40-ghz.html
+Xeon Gold 6248,150,20,7.5,https://ark.intel.com/content/www/us/en/ark/products/192446/intel-xeon-gold-6248-processor-27-5m-cache-2-50-ghz.html
+Xeon Gold 6252,150,24,6.3,https://ark.intel.com/content/www/us/en/ark/products/192447/intel-xeon-gold-6252-processor-35-75m-cache-2-10-ghz.html
+Xeon L5640 ,60,6,10.0,https://ark.intel.com/content/www/us/en/ark/products/47926/intel-xeon-processor-l5640-12m-cache-2-26-ghz-5-86-gt-s-intel-qpi.html
+Xeon Phi 5110P,225,60,3.8,https://ark.intel.com/content/www/us/en/ark/products/71992/intel-xeon-phi-coprocessor-5110p-8gb-1-053-ghz-60-core.html
+Xeon Platinum 9282,400,56,7.1,https://www.techpowerup.com/cpu-specs/
+Xeon X3430,95,4,23.8,https://ark.intel.com/content/www/us/en/ark/products/42927/intel-xeon-processor-x3430-8m-cache-2-40-ghz.html
+Xeon X5660,95,6,15.8,https://ark.intel.com/content/www/us/en/ark/products/47921/intel-xeon-processor-x5660-12m-cache-2-80-ghz-6-40-gt-s-intel-qpi.html
\ No newline at end of file
diff --git a/backend/src/data/defaults_PUE.csv b/backend/src/data/defaults_PUE.csv
new file mode 100644
index 0000000..607dda7
--- /dev/null
+++ b/backend/src/data/defaults_PUE.csv
@@ -0,0 +1,6 @@
+index,>1,
+provider,PUE,source
+Unknown,1.67,2019 https://journal.uptimeinstitute.com/is-pue-actually-going-up/
+gcp,1.11,https://www.google.co.uk/about/datacenters/efficiency/
+aws,1.2,https://aws.amazon.com/about-aws/sustainability/
+azure,1.125,but only for new datacentres https://azure.microsoft.com/en-gb/global-infrastructure/
\ No newline at end of file
diff --git a/backend/src/routes/carbon/carbon.ctrl.js b/backend/src/routes/carbon/carbon.ctrl.js
new file mode 100644
index 0000000..8b4fdec
--- /dev/null
+++ b/backend/src/routes/carbon/carbon.ctrl.js
@@ -0,0 +1,262 @@
+const db = require("../db")
+const fs = require('fs');
+const path = require('path');
+const fetch = require('node-fetch');
+const { exec } = require('child_process');
+const { pid, cpuUsage, cwd, arch, memoryUsage, ppid } = require('node:process');
+const os = require('os');
+
+////////////////// 관련 식 정리 //////////////////
+/*
+carbonEmissions = carbonIntensity * (
+	runTime * (
+		(PUE_used * n_CPUcores * CPUpower * usageCPU_used) #powerNeeded_core(powerNeeded_CPU)
+		+ ( PUE_used * (memory * data_dict.refValues_dict['memoryPower']) ) #powerNeeded_memory
+	) * PSF_used / 1000
+)
+Carbonfootprint=energyneeded×carbonintensity
+energy needed = runtime × (power draw for cores × usage + power draw for memory) × PUE ×PSF
+carbonEmissions = energyNeeded * carbonIntensity
+energyNeeded = runTime * powerNeeded * PSF_used / 1000
+powerNeeded = powerNeeded_core + powerNeeded_memory
+powerNeeded_core = powerNeeded_CPU + powerNeeded_GPU (GPU신경 X)
+powerNeeded_CPU = PUE_used * n_CPUcores * CPUpower * usageCPU_used
+powerNeeded_memory = PUE_used * (memory * data_dict.refValues_dict['memoryPower'])
+*/
+
+////////////////// .csv 파일 경로 //////////////////
+/*
+carbon intensity: data/v2.1/CI_aggregated.csv
+PUE(Power Usage Effectiveness): data/v2.1/default_PUE.csv
+PSF(Pragmatic Scaling Factor): blob/master/app.py#L399 --> default 1
+*/
+
+
+////////////////// declaring default values of variables //////////////////
+let carbonIntensity = 0.0;
+let PUE = 1.0;
+let PSF = 1; // static
+let runTime = 0;
+// CPU 관련
+let nCPUcores = 1;
+let CPUpower = 12; // tdp per CPU core
+let usageCPUUsed = 1.0;
+// memory 관련
+let memory = 64;
+let memoryPower = 0.3725; // static (by referenceValues.csv)
+// 기타
+let countryName ='';
+let provider = 'aws'; // AWS 환경일 경우, 'aws'인자로 넘기기
+
+exports.get_carbon = async (req, res) => {
+    try {
+        let bodyData = req.body;
+        let userCode = bodyData.code;
+        let userName = bodyData.user;
+
+        // 변수 값 설정
+        setVariablesVal();
+
+        // 정규 표현식을 사용하여 클래스 이름 자동 추출
+        let classNameMatch = userCode.match(/public\s+class\s+([A-Za-z_][A-Za-z0-9_]*)/);
+        if (!classNameMatch || classNameMatch.length < 2) {
+            return res.status(400).json({ error: 'Failed to extract class name from Java code' });
+        }
+        // 추출한 클래스 이름
+        let userClassName = classNameMatch[1];
+        // .java 파일명 생성 및 파일 생성
+        let javaFileName = `${userClassName}.java`;
+        fs.writeFileSync(javaFileName, userCode);
+
+        // start to record runTime
+        const startTime = process.hrtime();
+
+        // Compile the user's Java code
+        exec(`javac ${javaFileName}`, (compileError, compileStdout, compileStderr) => {
+            if (compileError) {
+                console.error(`Compilation Error: ${compileError}`);
+                return res.status(500).json({ error: 'Failed to compile Java code' });
+            }
+
+            // Execute the compiled Java code
+            exec(`java ${userClassName}`, async (runError, runStdout, runStderr) => {
+                if (runError) {
+                    console.error(`Execution Error: ${runError}`);
+                    return res.status(500).json({ error: 'Failed to execute Java code' });
+                }
+
+                // end to record runTime
+                const endTime = process.hrtime(startTime);
+
+                // 실행 시간 계산 (per millisecond)
+                const executionTimeInMilliseconds = (endTime[0] * 1000 + endTime[1] / 1e6);
+                // 실행 시간을 시간 단위로 환산 (per hour)
+                const executionTimeInHours = (executionTimeInMilliseconds / 3600000);
+                
+                runTime = executionTimeInHours;
+
+                let output = runStdout.trim();
+
+                fs.unlinkSync(javaFileName);
+                fs.unlinkSync(`${userClassName}.class`);
+
+                // calculating carbonEmission
+                let powerNeededCPU = PUE * nCPUcores * CPUpower * usageCPUUsed;
+                let powerNeededMemory = PUE * memory * memoryPower;
+                let powerNeeded = powerNeededCPU + powerNeededMemory;
+                let energyNeeded = runTime * powerNeeded * PSF / 1000;
+                let carbonEmission = energyNeeded * carbonIntensity;
+
+                //TODO: carbonSample DB 값 불러오기
+                let name = "자동차";
+                let figure = "10";
+                let description = "자동차와 비교했을 때의 탄소배출량";
+
+                // inserting data into DB
+                let sql = `
+                    INSERT INTO team6.tb_carbon
+                        (user_id, carbon_emission, code, core_num, cpu_power, cpu_usage, memory, memory_power, location, runtime, PUE, PSF, carbon_intensity, provider)
+                    VALUES (
+                        (SELECT id FROM team6.tb_user WHERE tb_user.name = "${userName}"),
+                        ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?
+                    );
+                `;
+                let sqlVal = [userName, carbonEmission, userCode, nCPUcores, CPUpower, usageCPUUsed, memory, memoryPower, countryName, runTime, PUE, PSF, carbonIntensity, provider];
+                db.query(sql, sqlVal, function (err, result) {
+                    if (err) {
+                        console.log("query is not executed: " + err);
+                        res.send("error");
+                    } else {
+                        res.status(200).send({ 
+                            carbonEmission: carbonEmission,
+                            executionServerInfo: {
+                                nCPUcores: nCPUcores,
+                                CPUpower: CPUpower,
+                                usageCPUUsed: usageCPUUsed,
+                                memory: memory,
+                                memoryPower: memoryPower,
+                                countryName: countryName,
+                                runTime: runTime,
+                                PUE: PUE,
+                                PSF: PSF,
+                                carbonIntensity: carbonIntensity,
+                                provider: provider,
+                            },
+                            carbonSample: {
+                                name: name,
+                                figure: figure,
+                                description: description,
+                            },
+                        });
+                    }
+                });
+            });
+        });        
+    } catch (err) {
+        console.log(err);
+        res.send("error");
+    }
+};
+
+exports.get_ranking = async (req, res) => {
+    try {
+        let sql = `
+            SELECT tb_user.name, tb_carbon.carbon_emission
+            FROM team6.tb_user
+            INNER JOIN team6.tb_carbon
+            ON tb_user.id = tb_carbon.user_id
+            ORDER BY tb_carbon.carbon_emission ASC
+            LIMIT 5;
+        `;
+        db.query(sql, function (err, result) {
+            if (err) {
+                console.log("query is not executed: " + err);
+                res.send("error");
+            } else {
+                res.status(200).send(result);
+            }
+        });
+    } catch (err) {
+        console.log(err);
+        res.send("error");
+    }
+};
+
+async function setVariablesVal() {
+    carbonIntensity = await getCarbonIntensityData();
+    PUE = getPUE(provider); 
+    nCPUcores = os.cpus().length;
+    let cpuUsage = os.cpus().map(core => {
+        let { user, sys, idle } = core.times;
+        let total = user + sys + idle;
+        let usage = (user + sys) / total;
+        return usage;
+      });
+    let averageUsage = cpuUsage.reduce((acc, value) => acc + value, 0) / cpuUsage.length;
+    usageCPUUsed = averageUsage;
+    memory = os.totalmem()/(1024**3);
+}
+
+async function getCarbonIntensityData() {
+    const filePath = path.join(__dirname, '../../data/CI_aggregated.csv');
+    const carbonIntensityData = fs.readFileSync(filePath, 'utf8');
+    const cILines = carbonIntensityData.split('\n').slice(1); // Skip the header
+
+    const cI_dict_byLoc = {};
+    const cI_dict_byName = {};
+
+    cILines.forEach((line) => {
+        let [location, continentName, countryName, regionName, carbonIntensity] = line.split(',');
+
+        // Build cI_dict_byLoc
+        cI_dict_byLoc[location] = {
+            continentName,
+            countryName,
+            regionName,
+            carbonIntensity,
+        };
+
+        // Build CI_dict_byName
+        if (!cI_dict_byName[continentName]) {
+            cI_dict_byName[continentName] = {};
+        }
+        if (!cI_dict_byName[continentName][countryName]) {
+            cI_dict_byName[continentName][countryName] = {};
+        }
+        cI_dict_byName[continentName][countryName][regionName] = {
+            location,
+            carbonIntensity,
+        };
+    });
+
+    const locationVar = await getCurLocation().then((res) => res);
+    // Access carbonIntensity from CI_dict_byLoc
+    const carbonIntensity = cI_dict_byLoc[locationVar].carbonIntensity;
+    countryName = cI_dict_byLoc[locationVar].countryName;
+
+    return Promise.resolve(carbonIntensity);
+};
+
+async function getCurLocation() {
+    const locationInfo = await fetch(`https://api.ip.pe.kr/json/`);
+    const locationData = await locationInfo.json();
+    const countryCode = locationData.country_code;
+    
+    return countryCode;
+};
+
+function getPUE(provider='Unknown') {
+    // 데이터 로드
+    const filePath = path.join(__dirname, '../../data/defaults_PUE.csv');
+    const pueContent = fs.readFileSync(filePath, 'utf8');
+    const pueLines = pueContent.split('\n').slice(1); // 헤더 행 제외
+
+    // 필요한 데이터 추출
+    const pueDefault_dict = {};
+    pueLines.forEach((line) => {
+        const [provider, pue] = line.split(',');
+        pueDefault_dict[provider] = parseFloat(pue);
+    });
+
+    return pueDefault_dict[provider];
+};
diff --git a/backend/src/routes/carbon/index.js b/backend/src/routes/carbon/index.js
new file mode 100644
index 0000000..812928a
--- /dev/null
+++ b/backend/src/routes/carbon/index.js
@@ -0,0 +1,7 @@
+const router = require("express").Router();
+const ctrl = require("./carbon.ctrl");
+
+router.post("/", ctrl.get_carbon);
+router.get("/ranking", ctrl.get_ranking);
+
+module.exports = router;
diff --git a/backend/src/routes/db.js b/backend/src/routes/db.js
index 458d752..654ebe1 100644
--- a/backend/src/routes/db.js
+++ b/backend/src/routes/db.js
@@ -1,16 +1,19 @@
-const dotenv = require("dotenv");
-const config = require('../config/config');
-const mysql = require('mysql2');
+const mysql = require('mysql')
+const dotenv = require('dotenv');
+dotenv.config();
+const { DB_HOST, DB_USER, DB_PASSWORD, DB_DATABASE, PORT } = process.env;
 
-dotenv.config(); //LOAD CONFIG
+const db = mysql.createConnection({
+    host: DB_HOST,
+    user: DB_USER,
+    password: DB_PASSWORD,
+    database: DB_DATABASE,
+    port: PORT,
+    multipleStatements : true,
+  });
+  
+db.connect(function (err) {
+  if (err) console.error("mysql connection error : " + err);
+});
 
-const connection = mysql.createConnection(config);
-
-try {
-    connection.connect();
-    console.log("[server] DB connection is sucessfull")
-} catch (e) {
-    console.error(e);
-}
-
-module.exports = connection
\ No newline at end of file
+module.exports = db;
diff --git a/backend/src/routes/index.js b/backend/src/routes/index.js
index 56e8a31..068d5e7 100644
--- a/backend/src/routes/index.js
+++ b/backend/src/routes/index.js
@@ -1,5 +1,7 @@
 const router = require("express").Router();
 
-router.use("/test", require("./test"))
+router.use("/test", require("./test"));
+router.use("/carbon", require("./carbon"));
+router.use("/user", require("./user"));
 
 module.exports = router;
diff --git a/backend/src/routes/test/test.ctrl.js b/backend/src/routes/test/test.ctrl.js
index 367cd50..3445bb2 100644
--- a/backend/src/routes/test/test.ctrl.js
+++ b/backend/src/routes/test/test.ctrl.js
@@ -1,21 +1,24 @@
 /* Test API file */
 
-// const db = require("../db");
+const db = require("../db");
 
-// exports.get_root = (req,res) => {
-//     db.query('SELECT * from test', (error, rows) => {
-//         if (error) {
-//             throw error;
-//         }
-//         console.log(rows);
-//         res.send(rows);
-//     });
-// };
 exports.get_root = async (req,res) => {
     try {
-        res.status(200).send("Helloe World");
+        var sql = "SELECT * FROM team6.tb_user";
+        db.query(sql, function (err, result) {
+            if (err) console.log("query is not excuted: " + err);
+            else res.status(200).send(result);
+        });
     } catch (err) {
         console.log(err);
         res.send("error");
-    }
+    }    
 };
+// exports.get_root = async (req,res) => {
+//     try {
+//         res.status(200).send("Helloe World");
+//     } catch (err) {
+//         console.log(err);
+//         res.send("error");
+//     }
+// };
diff --git a/backend/src/routes/user/index.js b/backend/src/routes/user/index.js
new file mode 100644
index 0000000..5f0137c
--- /dev/null
+++ b/backend/src/routes/user/index.js
@@ -0,0 +1,6 @@
+const router = require("express").Router();
+const ctrl = require("./user.ctrl");
+
+router.get("/login", ctrl.login);
+
+module.exports = router;
diff --git a/backend/src/routes/user/user.ctrl.js b/backend/src/routes/user/user.ctrl.js
new file mode 100644
index 0000000..e128061
--- /dev/null
+++ b/backend/src/routes/user/user.ctrl.js
@@ -0,0 +1,29 @@
+const db = require("../db");
+
+exports.login = async (req, res) => {
+    try {
+        let userName = req.query.user;
+
+        let sql = `
+            INSERT INTO team6.tb_user (name)
+            VALUES (?)
+            ON DUPLICATE KEY UPDATE name = name;     
+
+            SELECT id FROM team6.tb_user WHERE name = (?);
+        `;
+        let sqlVal = [userName, userName];
+
+        db.query(sql, sqlVal, function (err, result) {
+            if (err) {
+                console.log("query is not executed: " + err);
+                res.send("error");
+            } else {
+                res.status(200).send(result[1][0]);
+            }
+        });
+    }
+    catch (err) {
+        console.log(err);
+        res.send("error");
+    }
+}
\ No newline at end of file
diff --git a/backend/src/server.js b/backend/src/server.js
index e0495e1..506cfec 100644
--- a/backend/src/server.js
+++ b/backend/src/server.js
@@ -2,6 +2,5 @@ const app = require("./app.js");
 const port = 8080;
 
 const server = app.listen(port, () => {
-    console.log(`[server] Express listening on port: ${port}`);
-    console.log(`[baseURL] http://localhost:${port}`);
+    console.log(`[server] Express Server listening on port: ${port}`);
 });
\ No newline at end of file