little bit of dictionary api working

2022-11-01 23:51:51 +05:00 · 2022-11-01 23:51:51 +05:00 · b65be34081
parent d354f5f778
commit b65be34081
9 changed files with 2022 additions and 1608 deletions
--- a/account/package-lock.json
+++ b/account/package-lock.json
@ -16,8 +16,9 @@
        "crypto": "^1.0.1",
        "ejs": "^3.1.6",
        "express-session": "^1.17.2",
+        "froebel": "^0.22.0",
        "nano": "^9.0.3",
-        "node-fetch": "^2.6.1",
+        "node-fetch": "^2.6.7",
        "nodemailer": "^6.6.3",
        "passport": "^0.4.1",
        "passport-github2": "^0.1.12",
@ -1722,7 +1723,7 @@
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-      "dev": true,
+      "devOptional": true,
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@ -1731,7 +1732,7 @@
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-      "dev": true,
+      "devOptional": true,
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        "safer-buffer": ">= 2.1.2 < 3.0.0"
      },
@ -2039,6 +2040,11 @@
        "node": ">= 0.6"
      }
    },
+    "node_modules/froebel": {
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+      "resolved": "https://registry.npmjs.org/froebel/-/froebel-0.22.0.tgz",
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+    },
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@ -2802,6 +2808,19 @@
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      "dev": true
    },
+    "node_modules/loose-envify": {
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+      "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
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+      "dev": true,
+      "peer": true,
+      "dependencies": {
+        "js-tokens": "^3.0.0 || ^4.0.0"
+      },
+      "bin": {
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@ -3139,6 +3158,15 @@
        "node": ">= 0.6"
      }
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+    "node_modules/next/node_modules/node-fetch": {
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+      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.1.tgz",
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+      "dev": true,
+      "engines": {
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@ -3170,11 +3198,41 @@
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+      "dependencies": {
+        "whatwg-url": "^5.0.0"
+      },
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+      },
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+        "encoding": "^0.1.0"
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+    "node_modules/node-fetch/node_modules/tr46": {
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+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
+      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
+    },
+    "node_modules/node-fetch/node_modules/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=="
+    },
+    "node_modules/node-fetch/node_modules/whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "dependencies": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
      }
    },
    "node_modules/node-html-parser": {
@ -3872,6 +3930,35 @@
        "node": ">= 0.8"
      }
    },
+    "node_modules/react": {
+      "version": "17.0.2",
+      "resolved": "https://registry.npmjs.org/react/-/react-17.0.2.tgz",
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+      "dev": true,
+      "peer": true,
+      "dependencies": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/react-dom": {
+      "version": "17.0.2",
+      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-17.0.2.tgz",
+      "integrity": "sha512-s4h96KtLDUQlsENhMn1ar8t2bEa+q/YAtj8pPPdIjPDGBDIVNsrD9aXNWqspUe6AzKCIG0C1HZZLqLV7qpOBGA==",
+      "dev": true,
+      "peer": true,
+      "dependencies": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1",
+        "scheduler": "^0.20.2"
+      },
+      "peerDependencies": {
+        "react": "17.0.2"
+      }
+    },
    "node_modules/react-is": {
      "version": "17.0.2",
      "resolved": "https://registry.npmjs.org/react-is/-/react-is-17.0.2.tgz",
@ -4027,6 +4114,17 @@
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    },
+    "node_modules/scheduler": {
+      "version": "0.20.2",
+      "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.20.2.tgz",
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+      "dev": true,
+      "peer": true,
+      "dependencies": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1"
+      }
+    },
    "node_modules/semver": {
      "version": "6.3.0",
      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz",
@ -6256,7 +6354,7 @@
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-      "dev": true,
+      "devOptional": true,
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@ -6265,7 +6363,7 @@
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-          "dev": true,
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          }
@ -6503,6 +6601,11 @@
      "integrity": "sha1-PYyt2Q2XZWn6g1qx+OSyOhBWBac=",
      "dev": true
    },
+    "froebel": {
+      "version": "0.22.0",
+      "resolved": "https://registry.npmjs.org/froebel/-/froebel-0.22.0.tgz",
+      "integrity": "sha512-BF0Qm4qq860UAr57wfgFqoy1Df+5VyuenDC/ZTJEcIqwsSBBTrsP0bFEhuIMNOB/+JYcfIpDG+lHFC595Eqonw=="
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      "version": "8.1.0",
      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-8.1.0.tgz",
@ -7049,6 +7152,16 @@
      "integrity": "sha1-7dFMgk4sycHgsKG0K7UhBRakJDg=",
      "dev": true
    },
+    "loose-envify": {
+      "version": "1.4.0",
+      "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
+      "integrity": "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==",
+      "dev": true,
+      "peer": true,
+      "requires": {
+        "js-tokens": "^3.0.0 || ^4.0.0"
+      }
+    },
    "make-dir": {
      "version": "3.1.0",
      "resolved": "https://registry.npmjs.org/make-dir/-/make-dir-3.1.0.tgz",
@ -7293,6 +7406,12 @@
            "toidentifier": "1.0.0"
          }
        },
+        "node-fetch": {
+          "version": "2.6.1",
+          "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.1.tgz",
+          "integrity": "sha512-V4aYg89jEoVRxRb2fJdAg8FHvI7cEyYdVAh94HH0UIK8oJxUfkjlDQN9RbMx+bEjP7+ggMiFRprSti032Oipxw==",
+          "dev": true
+        },
        "raw-body": {
          "version": "2.4.1",
          "resolved": "https://registry.npmjs.org/raw-body/-/raw-body-2.4.1.tgz",
@ -7320,9 +7439,33 @@
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-      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.1.tgz",
-      "integrity": "sha512-V4aYg89jEoVRxRb2fJdAg8FHvI7cEyYdVAh94HH0UIK8oJxUfkjlDQN9RbMx+bEjP7+ggMiFRprSti032Oipxw=="
+      "version": "2.6.7",
+      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.7.tgz",
+      "integrity": "sha512-ZjMPFEfVx5j+y2yF35Kzx5sF7kDzxuDj6ziH4FFbOp87zKDZNx8yExJIb05OGF4Nlt9IHFIMBkRl41VdvcNdbQ==",
+      "requires": {
+        "whatwg-url": "^5.0.0"
+      },
+      "dependencies": {
+        "tr46": {
+          "version": "0.0.3",
+          "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
+          "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
+        },
+        "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"
+          }
+        }
+      }
    },
    "node-html-parser": {
      "version": "1.4.9",
@ -7874,6 +8017,29 @@
        "unpipe": "1.0.0"
      }
    },
+    "react": {
+      "version": "17.0.2",
+      "resolved": "https://registry.npmjs.org/react/-/react-17.0.2.tgz",
+      "integrity": "sha512-gnhPt75i/dq/z3/6q/0asP78D0u592D5L1pd7M8P+dck6Fu/jJeL6iVVK23fptSUZj8Vjf++7wXA8UNclGQcbA==",
+      "dev": true,
+      "peer": true,
+      "requires": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1"
+      }
+    },
+    "react-dom": {
+      "version": "17.0.2",
+      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-17.0.2.tgz",
+      "integrity": "sha512-s4h96KtLDUQlsENhMn1ar8t2bEa+q/YAtj8pPPdIjPDGBDIVNsrD9aXNWqspUe6AzKCIG0C1HZZLqLV7qpOBGA==",
+      "dev": true,
+      "peer": true,
+      "requires": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1",
+        "scheduler": "^0.20.2"
+      }
+    },
    "react-is": {
      "version": "17.0.2",
      "resolved": "https://registry.npmjs.org/react-is/-/react-is-17.0.2.tgz",
@ -7984,6 +8150,17 @@
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    },
+    "scheduler": {
+      "version": "0.20.2",
+      "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.20.2.tgz",
+      "integrity": "sha512-2eWfGgAqqWFGqtdMmcL5zCMK1U8KlXv8SQFGglL3CEtd0aDVDWgeF/YoCmvln55m5zSk3J/20hTaSBeSObsQDQ==",
+      "dev": true,
+      "peer": true,
+      "requires": {
+        "loose-envify": "^1.1.0",
+        "object-assign": "^4.1.1"
+      }
+    },
    "semver": {
      "version": "6.3.0",
      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz",
--- a/account/package.json
+++ b/account/package.json
@ -18,8 +18,9 @@
    "crypto": "^1.0.1",
    "ejs": "^3.1.6",
    "express-session": "^1.17.2",
+    "froebel": "^0.22.0",
    "nano": "^9.0.3",
-    "node-fetch": "^2.6.1",
+    "node-fetch": "^2.6.7",
    "nodemailer": "^6.6.3",
    "passport": "^0.4.1",
    "passport-github2": "^0.1.12",
--- a/account/src/index.ts
+++ b/account/src/index.ts
@ -8,6 +8,7 @@ import apiRouter from "./routers/api-router";
 import inProd from "./lib/inProd";
 import feedbackRouter from "./routers/feedback-router";
 import paymentRouter from "./routers/payment-router";
+import dictionaryRouter from "./routers/dictionary-router";

 const app = express();

@ -33,6 +34,8 @@ app.use("/", authRouter(passport));
 app.use("/api", apiRouter);
 app.use("/feedback", feedbackRouter);
 app.use("/payment", paymentRouter);
+ // Dictionary API
+app.use("/dictionary", dictionaryRouter)

 // START 💨 //
 app.listen(4000, () => console.log("Server Has Started on 4000"));
--- a/account/src/lib/dictionary.ts
+++ b/account/src/lib/dictionary.ts
@ -0,0 +1,47 @@
+import loki, { Collection, LokiMemoryAdapter } from "lokijs";
+import fetch from "node-fetch";
+const collectionName = "ps-dictionary";
+import {
+    readDictionary,
+    Types as T,
+} from "@lingdocs/inflect"
+
+export let collection: Collection<any> | undefined = undefined;
+const adapter = new LokiMemoryAdapter();
+const lokidb = new loki("", {
+    adapter,
+    autoload: false,
+    autosave: false,
+    env: "NODEJS",
+});
+
+export let dictionary: T.Dictionary | undefined = undefined;
+
+// TODO: Abstract dictionary fetch
+
+export function updateDictionary() {
+    fetch(process.env.LINGDOCS_DICTIONARY_URL || "").then(res => res.arrayBuffer()).then(buffer => {
+        const dict = readDictionary(buffer as Uint8Array);
+        dictionary = dict;
+        collection?.clear();
+        lokidb.removeCollection(collectionName);
+        collection?.insert(dictionary.entries);
+    }).catch(console.error);
+}
+
+lokidb.loadDatabase({}, async (err: Error) => {
+    collection = lokidb.getCollection(collectionName);
+    if (!collection) {
+        collection = lokidb.addCollection(collectionName, {
+            // TODO: THIS ISN'T WORKING!
+            disableMeta: true,
+            indices: ["i", "p"],
+            unique: ["ts"],
+        });
+        fetch(process.env.LINGDOCS_DICTIONARY_URL || "").then(res => res.arrayBuffer()).then(buffer => {
+            const dict = readDictionary(buffer as Uint8Array);
+            dictionary = dict;
+            collection?.insert(dictionary.entries);
+        }).catch(console.error);
+    }
+});
--- a/account/src/routers/dictionary-router.ts
+++ b/account/src/routers/dictionary-router.ts
@ -0,0 +1,55 @@
+import express, { Response } from "express";
+import {
+    collection,
+    dictionary,
+    updateDictionary,    
+} from "../lib/dictionary";
+import { unary } from "froebel";
+
+const dictionaryRouter = express.Router();
+
+// Guard all api with authentication
+dictionaryRouter.get("/", async (req, res, next) => {
+    if (!dictionary) {
+        return res.send({ ok: false, message: "dictionary not ready" });
+    }
+    res.send(dictionary);
+})
+
+dictionaryRouter.get("/info", async (req, res, next) => {
+    if (!dictionary) {
+        return res.send({ ok: false, message: "dictionary not ready" });
+    }
+    res.send({ info: dictionary.info })
+});
+
+dictionaryRouter.post("/update", async (req, res, next) => {
+    updateDictionary();
+    res.send({ ok: true });
+});
+
+dictionaryRouter.get("/entry/:id", async (req, res, next) => {
+    const id = req.params.id.includes(",")
+        ? req.params.id.split(",").map(unary(parseInt))
+        : parseInt(req.params.id);
+    if (!collection) {
+        return res.send({ ok: false, message: "dictionary not ready" });
+    }
+    if (Array.isArray(id)) {
+        const results = collection.find({
+            "ts": {
+                "$in": id,
+            },
+        });
+        return res.send({ results });
+    }
+    const r = collection.by("ts", id);
+    if (!r) {
+        return res.send({ result: [] });
+    }
+    // remove $loki and meta
+    const { $loki, meta, ...word } = r;
+    return res.send({ result: word });
+});
+
+export default dictionaryRouter;
--- a/account/yarn.lock
+++ b/account/yarn.lock
@ -1054,7 +1054,7 @@
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  "version" "1.0.2"

-"encoding@0.1.13":
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  "resolved" "https://registry.npmjs.org/encoding/-/encoding-0.1.13.tgz"
  "version" "0.1.13"
@ -1257,6 +1257,11 @@
  "resolved" "https://registry.npmjs.org/fresh/-/fresh-0.5.2.tgz"
  "version" "0.5.2"

+"froebel@^0.22.0":
+  "integrity" "sha512-BF0Qm4qq860UAr57wfgFqoy1Df+5VyuenDC/ZTJEcIqwsSBBTrsP0bFEhuIMNOB/+JYcfIpDG+lHFC595Eqonw=="
+  "resolved" "https://registry.npmjs.org/froebel/-/froebel-0.22.0.tgz"
+  "version" "0.22.0"
+
 "fs-extra@^8.0.1":
  "integrity" "sha512-yhlQgA6mnOJUKOsRUFsgJdQCvkKhcz8tlZG5HBQfReYZy46OwLcY+Zia0mtdHsOo9y/hP+CxMN0TU9QxoOtG4g=="
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@ -1669,7 +1674,7 @@
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-"js-tokens@^4.0.0":
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@ -1724,6 +1729,13 @@
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  "version" "4.7.0"

+"loose-envify@^1.1.0":
+  "integrity" "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q=="
+  "resolved" "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz"
+  "version" "1.4.0"
+  dependencies:
+    "js-tokens" "^3.0.0 || ^4.0.0"
+
 "make-dir@^3.0.2":
  "integrity" "sha512-g3FeP20LNwhALb/6Cz6Dd4F2ngze0jz7tbzrD2wAV+o9FeNHe4rL+yK2md0J/fiSf1sa1ADhXqi5+oVwOM/eGw=="
  "resolved" "https://registry.npmjs.org/make-dir/-/make-dir-3.1.0.tgz"
@ -1915,7 +1927,14 @@
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    "@next/swc-win32-x64-msvc" "12.0.7"

-"node-fetch@^2.6.1", "node-fetch@2.6.1":
+"node-fetch@^2.6.7":
+  "integrity" "sha512-ZjMPFEfVx5j+y2yF35Kzx5sF7kDzxuDj6ziH4FFbOp87zKDZNx8yExJIb05OGF4Nlt9IHFIMBkRl41VdvcNdbQ=="
+  "resolved" "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.7.tgz"
+  "version" "2.6.7"
+  dependencies:
+    "whatwg-url" "^5.0.0"
+
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  "version" "2.6.1"
@ -2421,6 +2440,15 @@
    "iconv-lite" "0.4.24"
    "unpipe" "1.0.0"

+"react-dom@^17.0.2", "react-dom@^17.0.2 || ^18.0.0-0":
+  "integrity" "sha512-s4h96KtLDUQlsENhMn1ar8t2bEa+q/YAtj8pPPdIjPDGBDIVNsrD9aXNWqspUe6AzKCIG0C1HZZLqLV7qpOBGA=="
+  "resolved" "https://registry.npmjs.org/react-dom/-/react-dom-17.0.2.tgz"
+  "version" "17.0.2"
+  dependencies:
+    "loose-envify" "^1.1.0"
+    "object-assign" "^4.1.1"
+    "scheduler" "^0.20.2"
+
 "react-is@17.0.2":
  "integrity" "sha512-w2GsyukL62IJnlaff/nRegPQR94C/XXamvMWmSHRJ4y7Ts/4ocGRmTHvOs8PSE6pB3dWOrD/nueuU5sduBsQ4w=="
  "resolved" "https://registry.npmjs.org/react-is/-/react-is-17.0.2.tgz"
@ -2431,6 +2459,14 @@
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  "version" "0.8.3"

+"react@^16.8.0 || ^17.0.0", "react@^17.0.2", "react@^17.0.2 || ^18.0.0-0", "react@>= 16.8.0 || 17.x.x || 18.x.x", "react@17.0.2":
+  "integrity" "sha512-gnhPt75i/dq/z3/6q/0asP78D0u592D5L1pd7M8P+dck6Fu/jJeL6iVVK23fptSUZj8Vjf++7wXA8UNclGQcbA=="
+  "resolved" "https://registry.npmjs.org/react/-/react-17.0.2.tgz"
+  "version" "17.0.2"
+  dependencies:
+    "loose-envify" "^1.1.0"
+    "object-assign" "^4.1.1"
+
 "readable-stream@^3.5.0", "readable-stream@^3.6.0":
  "integrity" "sha512-BViHy7LKeTz4oNnkcLJ+lVSL6vpiFeX6/d3oSH8zCW7UxP2onchk+vTGB143xuFjHS3deTgkKoXXymXqymiIdA=="
  "resolved" "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.0.tgz"
@ -2522,6 +2558,14 @@
  "resolved" "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz"
  "version" "2.1.2"

+"scheduler@^0.20.2":
+  "integrity" "sha512-2eWfGgAqqWFGqtdMmcL5zCMK1U8KlXv8SQFGglL3CEtd0aDVDWgeF/YoCmvln55m5zSk3J/20hTaSBeSObsQDQ=="
+  "resolved" "https://registry.npmjs.org/scheduler/-/scheduler-0.20.2.tgz"
+  "version" "0.20.2"
+  dependencies:
+    "loose-envify" "^1.1.0"
+    "object-assign" "^4.1.1"
+
 "semver@^6.0.0":
  "integrity" "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw=="
  "resolved" "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz"
@ -2820,6 +2864,11 @@
  dependencies:
    "punycode" "^2.1.0"

+"tr46@~0.0.3":
+  "integrity" "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
+  "resolved" "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz"
+  "version" "0.0.3"
+
 "tree-kill@^1.2.2":
  "integrity" "sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A=="
  "resolved" "https://registry.npmjs.org/tree-kill/-/tree-kill-1.2.2.tgz"
@ -3010,11 +3059,24 @@
    "glob-to-regexp" "^0.4.1"
    "graceful-fs" "^4.1.2"

+"webidl-conversions@^3.0.0":
+  "integrity" "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+  "resolved" "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz"
+  "version" "3.0.1"
+
 "webidl-conversions@^4.0.2":
  "integrity" "sha512-YQ+BmxuTgd6UXZW3+ICGfyqRyHXVlD5GtQr5+qjiNW7bF0cqrzX500HVXPBOvgXb5YnzDd+h0zqyv61KUD7+Sg=="
  "resolved" "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-4.0.2.tgz"
  "version" "4.0.2"

+"whatwg-url@^5.0.0":
+  "integrity" "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw=="
+  "resolved" "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz"
+  "version" "5.0.0"
+  dependencies:
+    "tr46" "~0.0.3"
+    "webidl-conversions" "^3.0.0"
+
 "whatwg-url@^7.0.0":
  "integrity" "sha512-WUu7Rg1DroM7oQvGWfOiAK21n74Gg+T4elXEQYkOhtyLeWiJFoOGLXPKI/9gzIie9CtwVLm8wtw6YJdKyxSjeg=="
  "resolved" "https://registry.npmjs.org/whatwg-url/-/whatwg-url-7.1.0.tgz"
--- a/package-lock.json
+++ b/package-lock.json
@ -9,6 +9,7 @@
      "version": "0.3.3",
      "license": "MIT",
      "dependencies": {
+        "@lingdocs/inflect": "^5.1.8",
        "lokijs": "^1.5.12",
        "nano": "^9.0.5",
        "passport-github2": "^0.1.12",
@ -134,6 +135,16 @@
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      "dev": true
    },
+    "node_modules/@lingdocs/inflect": {
+      "version": "5.1.8",
+      "resolved": "https://npm.lingdocs.com/@lingdocs%2finflect/-/inflect-5.1.8.tgz",
+      "integrity": "sha512-jk9qlJvDMFpw6FIQ6XCun3zfv679aG9uoM17P7rIeNDrjOxH00brRbBD3amaVC6UvpU0mxSC9n9dnubncrd9lg==",
+      "license": "MIT",
+      "dependencies": {
+        "pbf": "^3.2.1",
+        "rambda": "^7.3.0"
+      }
+    },
    "node_modules/@napi-rs/triples": {
      "version": "1.0.3",
      "resolved": "https://registry.npmjs.org/@napi-rs/triples/-/triples-1.0.3.tgz",
@ -1685,7 +1696,6 @@
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      "resolved": "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz",
      "integrity": "sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==",
-      "dev": true,
      "funding": [
        {
          "type": "github",
@ -2617,6 +2627,18 @@
        "node": ">=0.10.0"
      }
    },
+    "node_modules/pbf": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/pbf/-/pbf-3.2.1.tgz",
+      "integrity": "sha512-ClrV7pNOn7rtmoQVF4TS1vyU0WhYRnP92fzbfF75jAIwpnzdJXf8iTd4CMEqO4yUenH6NDqLiwjqlh6QgZzgLQ==",
+      "dependencies": {
+        "ieee754": "^1.1.12",
+        "resolve-protobuf-schema": "^2.1.0"
+      },
+      "bin": {
+        "pbf": "bin/pbf"
+      }
+    },
    "node_modules/pbkdf2": {
      "version": "3.1.2",
      "resolved": "https://registry.npmjs.org/pbkdf2/-/pbkdf2-3.1.2.tgz",
@ -2710,6 +2732,11 @@
        "node": ">= 0.6.0"
      }
    },
+    "node_modules/protocol-buffers-schema": {
+      "version": "3.6.0",
+      "resolved": "https://registry.npmjs.org/protocol-buffers-schema/-/protocol-buffers-schema-3.6.0.tgz",
+      "integrity": "sha512-TdDRD+/QNdrCGCE7v8340QyuXd4kIWIgapsE2+n/SaGiSSbomYl4TjHlvIoCWRpE7wFt02EpB35VVA2ImcBVqw=="
+    },
    "node_modules/psl": {
      "version": "1.8.0",
      "resolved": "https://registry.npmjs.org/psl/-/psl-1.8.0.tgz",
@ -2775,6 +2802,11 @@
        "inherits": "~2.0.3"
      }
    },
+    "node_modules/rambda": {
+      "version": "7.3.0",
+      "resolved": "https://registry.npmjs.org/rambda/-/rambda-7.3.0.tgz",
+      "integrity": "sha512-RFVofZYaG2TaVcxjnM0ejdVWf/59rFq1f57OGnjP3GT/bthzFw0GVr5rkP9PKbVlEuF/Y7bOVPLfiiYfxq/EWQ=="
+    },
    "node_modules/randombytes": {
      "version": "2.1.0",
      "resolved": "https://registry.npmjs.org/randombytes/-/randombytes-2.1.0.tgz",
@ -2876,6 +2908,14 @@
        "node": "*"
      }
    },
+    "node_modules/resolve-protobuf-schema": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/resolve-protobuf-schema/-/resolve-protobuf-schema-2.1.0.tgz",
+      "integrity": "sha512-kI5ffTiZWmJaS/huM8wZfEMer1eRd7oJQhDuxeCLe3t7N7mX3z94CN0xPxBQxFYQTSNz9T0i+v6inKqSdK8xrQ==",
+      "dependencies": {
+        "protocol-buffers-schema": "^3.3.1"
+      }
+    },
    "node_modules/rimraf": {
      "version": "3.0.2",
      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz",
@ -3558,6 +3598,15 @@
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      "dev": true
    },
+    "@lingdocs/inflect": {
+      "version": "5.1.8",
+      "resolved": "https://npm.lingdocs.com/@lingdocs%2finflect/-/inflect-5.1.8.tgz",
+      "integrity": "sha512-jk9qlJvDMFpw6FIQ6XCun3zfv679aG9uoM17P7rIeNDrjOxH00brRbBD3amaVC6UvpU0mxSC9n9dnubncrd9lg==",
+      "requires": {
+        "pbf": "^3.2.1",
+        "rambda": "^7.3.0"
+      }
+    },
    "@napi-rs/triples": {
      "version": "1.0.3",
      "resolved": "https://registry.npmjs.org/@napi-rs/triples/-/triples-1.0.3.tgz",
@ -4759,8 +4808,7 @@
    "ieee754": {
      "version": "1.2.1",
      "resolved": "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz",
-      "integrity": "sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==",
-      "dev": true
+      "integrity": "sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA=="
    },
    "image-size": {
      "version": "1.0.0",
@ -5431,6 +5479,15 @@
      "integrity": "sha1-F0uSaHNVNP+8es5r9TpanhtcX18=",
      "dev": true
    },
+    "pbf": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/pbf/-/pbf-3.2.1.tgz",
+      "integrity": "sha512-ClrV7pNOn7rtmoQVF4TS1vyU0WhYRnP92fzbfF75jAIwpnzdJXf8iTd4CMEqO4yUenH6NDqLiwjqlh6QgZzgLQ==",
+      "requires": {
+        "ieee754": "^1.1.12",
+        "resolve-protobuf-schema": "^2.1.0"
+      }
+    },
    "pbkdf2": {
      "version": "3.1.2",
      "resolved": "https://registry.npmjs.org/pbkdf2/-/pbkdf2-3.1.2.tgz",
@ -5495,6 +5552,11 @@
      "integrity": "sha1-czIwDoQBYb2j5podHZGn1LwW8YI=",
      "dev": true
    },
+    "protocol-buffers-schema": {
+      "version": "3.6.0",
+      "resolved": "https://registry.npmjs.org/protocol-buffers-schema/-/protocol-buffers-schema-3.6.0.tgz",
+      "integrity": "sha512-TdDRD+/QNdrCGCE7v8340QyuXd4kIWIgapsE2+n/SaGiSSbomYl4TjHlvIoCWRpE7wFt02EpB35VVA2ImcBVqw=="
+    },
    "psl": {
      "version": "1.8.0",
      "resolved": "https://registry.npmjs.org/psl/-/psl-1.8.0.tgz",
@ -5550,6 +5612,11 @@
        "inherits": "~2.0.3"
      }
    },
+    "rambda": {
+      "version": "7.3.0",
+      "resolved": "https://registry.npmjs.org/rambda/-/rambda-7.3.0.tgz",
+      "integrity": "sha512-RFVofZYaG2TaVcxjnM0ejdVWf/59rFq1f57OGnjP3GT/bthzFw0GVr5rkP9PKbVlEuF/Y7bOVPLfiiYfxq/EWQ=="
+    },
    "randombytes": {
      "version": "2.1.0",
      "resolved": "https://registry.npmjs.org/randombytes/-/randombytes-2.1.0.tgz",
@ -5635,6 +5702,14 @@
      "resolved": "https://registry.npmjs.org/relevancy/-/relevancy-0.2.0.tgz",
      "integrity": "sha1-IwYAsktGXyYFXiNzChN4tvMpzts="
    },
+    "resolve-protobuf-schema": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/resolve-protobuf-schema/-/resolve-protobuf-schema-2.1.0.tgz",
+      "integrity": "sha512-kI5ffTiZWmJaS/huM8wZfEMer1eRd7oJQhDuxeCLe3t7N7mX3z94CN0xPxBQxFYQTSNz9T0i+v6inKqSdK8xrQ==",
+      "requires": {
+        "protocol-buffers-schema": "^3.3.1"
+      }
+    },
    "rimraf": {
      "version": "3.0.2",
      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz",
--- a/package.json
+++ b/package.json
@ -20,6 +20,7 @@
  "author": "lingdocs.com",
  "license": "MIT",
  "dependencies": {
+    "@lingdocs/inflect": "^5.1.8",
    "lokijs": "^1.5.12",
    "nano": "^9.0.5",
    "passport-github2": "^0.1.12",
--- a/yarn.lock
+++ b/yarn.lock