From bdb6d6f5189c72bae07c9355a57a47d55803e46a Mon Sep 17 00:00:00 2001 From: hemedani Date: Sat, 6 Jan 2024 15:51:33 +0330 Subject: [PATCH 1/4] :arrow_up: upgrade mongodb dependence and version --- pages/src/installation.md | 2 +- src/npmDeps.ts | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pages/src/installation.md b/pages/src/installation.md index 7f8e0415..06f4df55 100644 --- a/pages/src/installation.md +++ b/pages/src/installation.md @@ -2,7 +2,7 @@ Currently, only the [Deno](https://deno.land/) version of **Lesan's** framework is ready and usable, [Node](https://nodejs.org/en) and [Bun](https://bun.sh/) versions will also be ready soon. ### Pre request -- At least version 6 of [MongoDB](https://www.mongodb.com/docs/manual/installation/) must be installed. +- At least version 7 of [MongoDB](https://www.mongodb.com/docs/manual/installation/) must be installed. - The latest version of [Deno](https://docs.deno.com/runtime/manual/getting_started/installation) must be installed. - It is good to have [NodeJS](https://nodejs.org/en/download) installed on your system. - If you need to see database information, it is better to install [MongoDB Compass](https://www.mongodb.com/docs/compass/current/install/). diff --git a/src/npmDeps.ts b/src/npmDeps.ts index 3b9e2ee9..984c07ff 100644 --- a/src/npmDeps.ts +++ b/src/npmDeps.ts @@ -1,2 +1,2 @@ export * from "npm:superstruct@1.0.3"; -export * from "npm:mongodb@6.1.0"; +export * from "npm:mongodb@6.3.0"; From e6588aa841acf53570666a083dafc1c6f9e09046 Mon Sep 17 00:00:00 2001 From: hemedani Date: Sat, 6 Jan 2024 15:52:34 +0330 Subject: [PATCH 2/4] :memo: add some new doc about relation --- pages/src/what_is_the_relationship.md | 25 ++++++++++++++++++++++++- 1 file changed, 24 insertions(+), 1 deletion(-) diff --git a/pages/src/what_is_the_relationship.md b/pages/src/what_is_the_relationship.md index 76b81412..1a4812dc 100644 --- a/pages/src/what_is_the_relationship.md +++ b/pages/src/what_is_the_relationship.md @@ -458,11 +458,34 @@ Let us see all the parts of this E2E test one by one (The point is that in almos 39. update a user with `main` → `user` → `updateUser`: ![Screenshot 2024-01-04 at 20-27-19 Lesan Playground](https://github.com/MiaadTeam/lesan/assets/6236123/44dd6ccd-de32-4457-9fb5-5e006b54142d) +After clicking the `run E2E test` button, you will go to the test results page. +![Screenshot 2024-01-06 at 13-34-30 Lesan Playground](https://github.com/MiaadTeam/lesan/assets/6236123/123c7303-d100-4009-9395-f97c68683579) + +If you scroll down a little, you can see the results of each sequence separately: +![Screenshot 2024-01-06 at 14-13-04 Lesan Playground](https://github.com/MiaadTeam/lesan/assets/6236123/db59ef98-b30f-4a39-8204-dc696dbd31fa) +![Screenshot 2024-01-06 at 14-20-03 Lesan Playground](https://github.com/MiaadTeam/lesan/assets/6236123/577dd55a-8faa-4686-ad8a-4de62671c490) + 1. with this button you can change view of panel from `body-header & Description` to `REQUEST & RESULT` + 2. show some description about sequence including request number & timing, captured value and so on. + 3. show unparsed `header` and `body` you send to the backend. + 4. show the `index` of each sequence. + 5. show `response` get back from server. + 6. show parsed request you send to server, including parsed `header` and `body`. + 7. pagination for sequence with more than 1 request. + +After finished executing all test in `configdata.json` you have a nice data inserted to `sample` collection in mongodb. +![Screenshot from 2024-01-06 15-10-49](https://github.com/MiaadTeam/lesan/assets/6236123/ca01c001-7dd9-4b99-a5d5-82ab39ee008d) + +You can play with this data in `playground` and change everything you want. +![Screenshot 2024-01-06 at 15-08-36 Lesan Playground](https://github.com/MiaadTeam/lesan/assets/6236123/4efa9e8a-ba9b-40f0-8ebe-6d5ed139fee3) + ## All relationship sweets in Lesan +shoma tanha ba fieldhaye pure yek schema sar o kar darid va modiriat rabeteha tamaman be sorat khodkar tavasot lesan anjam mishavad. +shoma mitavanid bar asas rabeteye yek schema an ra sort ya filter konid +shoma baraye daryaft dadaha ba queryhaye pichide asnad besiyar kamtari ra az database jamavari mikonid. (link bedam be tozihat kamel) ## All relationship bitterness in Lesan - +barkhi az rabeteha baes eijad updatehaye besiyar bozorg mishavand. rah hal: 1-eijad rabeteye jadid 2-qq 3-in-memory db From 115791d35136b227149e878934eb5cb2808de6f9 Mon Sep 17 00:00:00 2001 From: hemedani Date: Sat, 6 Jan 2024 15:52:52 +0330 Subject: [PATCH 3/4] :bug: check if doc exist --- src/odm/relation/addRelation.ts | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/odm/relation/addRelation.ts b/src/odm/relation/addRelation.ts index c8186f5f..bda0a26f 100644 --- a/src/odm/relation/addRelation.ts +++ b/src/odm/relation/addRelation.ts @@ -64,7 +64,7 @@ export const addRelation = async ({ } // first remove previus relatedRelation - if (foundedDoc![rel]) { + if (foundedDoc && foundedDoc[rel]) { // first remove previus relatedRelation await processRemoveRelatedRelations({ db, @@ -74,12 +74,12 @@ export const addRelation = async ({ foundedDocPureProjection, foundedSchema, collection, - prevRelationDoc: foundedDoc![rel], + prevRelationDoc: foundedDoc[rel], removeDoc: filterDocByProjection( - foundedDoc!, + foundedDoc, pureDocProjection, ), - relDocForUpdate: foundedDoc![rel]._id, + relDocForUpdate: foundedDoc[rel]._id, }); } From 48df622cdf0f1ce2e3274c39f64dfd8dd3f79204 Mon Sep 17 00:00:00 2001 From: hemedani Date: Sat, 6 Jan 2024 15:53:21 +0330 Subject: [PATCH 4/4] :book: new book generated --- docs/installation.html | 2 +- docs/print.html | 24 +++++++++++++++++++++++- docs/searchindex.js | 2 +- docs/searchindex.json | 2 +- docs/what_is_the_relationship.html | 22 ++++++++++++++++++++++ 5 files changed, 48 insertions(+), 4 deletions(-) diff --git a/docs/installation.html b/docs/installation.html index cdd91a1d..ea4f25dc 100644 --- a/docs/installation.html +++ b/docs/installation.html @@ -184,7 +184,7 @@

InstallationCurrently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.

Pre request

    -
  • At least version 6 of MongoDB must be installed.
    • +
  • At least version 7 of MongoDB must be installed.
  • The latest version of Deno must be installed.
  • It is good to have NodeJS installed on your system.
  • If you need to see database information, it is better to install MongoDB Compass.
    • diff --git a/docs/print.html b/docs/print.html index 11e03fba..009c3d0f 100644 --- a/docs/print.html +++ b/docs/print.html @@ -238,7 +238,7 @@

    Benchmarks

    Currently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.

    Pre request

      -
    • At least version 6 of MongoDB must be installed.
      • +
    • At least version 7 of MongoDB must be installed.
    • The latest version of Deno must be installed.
    • It is good to have NodeJS installed on your system.
    • If you need to see database information, it is better to install MongoDB Compass.
      • @@ -2307,8 +2307,30 @@

      Confi Screenshot 2024-01-04 at 20-27-19 Lesan Playground

      +

      After clicking the run E2E test button, you will go to the test results page. +Screenshot 2024-01-06 at 13-34-30 Lesan Playground

      +

      If you scroll down a little, you can see the results of each sequence separately: +Screenshot 2024-01-06 at 14-13-04 Lesan Playground +Screenshot 2024-01-06 at 14-20-03 Lesan Playground

      +
        +
      1. with this button you can change view of panel from body-header & Description to REQUEST & RESULT
        2. +
      2. show some description about sequence including request number & timing, captured value and so on.
        3. +
      3. show unparsed header and body you send to the backend.
        4. +
      4. show the index of each sequence.
        5. +
      5. show response get back from server.
        6. +
      6. show parsed request you send to server, including parsed header and body.
        7. +
      7. pagination for sequence with more than 1 request.
        8. +
      +

      After finished executing all test in configdata.json you have a nice data inserted to sample collection in mongodb. +Screenshot from 2024-01-06 15-10-49

      +

      You can play with this data in playground and change everything you want. +Screenshot 2024-01-06 at 15-08-36 Lesan Playground

      All relationship sweets in Lesan

      +

      shoma tanha ba fieldhaye pure yek schema sar o kar darid va modiriat rabeteha tamaman be sorat khodkar tavasot lesan anjam mishavad. +shoma mitavanid bar asas rabeteye yek schema an ra sort ya filter konid +shoma baraye daryaft dadaha ba queryhaye pichide asnad besiyar kamtari ra az database jamavari mikonid. (link bedam be tozihat kamel)

      All relationship bitterness in Lesan

      +

      barkhi az rabeteha baes eijad updatehaye besiyar bozorg mishavand. rah hal: 1-eijad rabeteye jadid 2-qq 3-in-memory db

      اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره.

      بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم.

      بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم.

      diff --git a/docs/searchindex.js b/docs/searchindex.js index 1d0f32a3..464d032c 100644 --- a/docs/searchindex.js +++ b/docs/searchindex.js @@ -1 +1 @@ -Object.assign(window.search, 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In this framework, we tried to delegate data retrieval management to the client, inspired by the idea of ​​GraphQL , without adding an extra layer (such as GQL language processors) on the client and server side. In addition, we use all the capabilities of NoSQL databases so that we can embed all the relationships of a schema within itself without involving the server-side programmer in managing the creation, retrieval, updating, and deletion of duplicated embeddings. Meanwhile, we should have a regular structure (such as SQL ) for data models in the ODM layer so that we can always validate the data. We have also simplified the understanding of data structures for artificial intelligence so that we can manage the creation of duplicates in data by this intelligence. Furthermore, we tried to provide the possibility of being movable for the data structure along with the functions written on the server side so that we can manage microservices more easily. Finally, this data structure ( by the favor of fewer requests sent to the database) will also simplify the way SSG content is created.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Lesan 0.130s Prisma Postgres 1.649s Prisma Postgres GraphQL 1.973s Mongoose Not Sort 5.896s Mongoose Sort 94.106s We use this formula to calculate the difference : (B - A) ÷ A * 100 As you see on the chart: Lesan return data to client 1168% faster than the prisma-express-rest. Which uses postgres as a database. Lesan return data to client 1417% faster than the prisma-express-graphql. Which uses postgres as a database. Lesan return data to client 4435% faster than the mongoose-express-rest (Note that we did not sort in this query) Lesan return data to client 72289% faster than the mongo-express-rest (Note that we did not sort in this query) Lesan return data to client 298971% faster than the mongoose-express-rest (used sortby) Maybe we created the most performant framework in the world! see more detailed benchmark","breadcrumbs":"Introduction » Benchmarks","id":"1","title":"Benchmarks"},"10":{"body":"The fn key receives the main act function, we write this function for that: const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; This function receives an input called body, the body of the request sent from the client side is passed to it when this function is called, as a result, we have access to the information sent by users. The request body sent from the client side should be a json like this: { \"service\": \"main\", \"model\": \"country\", \"act\": \"addCountry\", \"details\": { \"set\": { \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"get\": { \"_id\": 1, \"name\": 1, \"population\": 1, \"abb\": 1 } }\n} The service key is used to select one of the microservices set on the application. You can read more about this here. The model key is used to select one of the models added to the application. The act key is used to select one of the acts added to the application. The act key is used to select one of the acts added to the application. The details key is used to receive data to be sent from the client side along with data to be delivered to users. This key has two internal keys called get and set, we talked a little about it before. set: It contains the information we need in the main function. For this reason, we can extract name, population, and abb from within body.details.set. get: Contains selected information that the user needs to be returned. Therefore, we can pass this object directly to Mongo projection. As you can see, we have used the insertOne function, which was exported from the countries model, to add a new document. This function accepts an object as input, which has the following keys: { doc: OptionalUnlessRequiredId; relations?: TInsertRelations; options?: InsertOptions; projection?: Projection;\n} The doc key receives an object of the pure values of the selected model. OptionalUnlessRequiredId type is the document type in the official MongoDB driver. You can read about it here . The relations key receives an object from the relations of this model. There is no relationship here. We will read about this in the next section. The options key gets the official MongoDB driver options to insertOne. You can read more about this here The projection key is used to receive written data. We use native projection in MangoDB. You can read MongoDB's own documentation here . In insertOne, you can only penetrate one step in relationships. Here you can get only pure fields because there is no relation. We will read more about this later.","breadcrumbs":"Getting start » The fn function","id":"10","title":"The fn function"},"100":{"body":"extract pure feature of outrelation of schema @param schemaName - name of schema @returns return pure fetaures of schema that we have outrelation with it for example if: outrelation of schema is equal to '{ \"comments\": { schemaName: \"comment\", number: 50, sort: { filed: \"id\", order: \"desc\" }, }, }' output of this function is equal to :{ \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » getPureFromRelatedRelations » getPureFromRelatedRelations","id":"100","title":"getPureFromRelatedRelations"},"101":{"body":"create embed features, embed feature is equal to all of pure features of inerRelations and outerRelations @param schemaName - name of schema @returns return embedd feature of schema for example { \"posts\": array({ \"id\": string(), \"title\": string(), \"content\": string(), }), \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » createEmbedded » createEmbedded","id":"101","title":"createEmbedded"},"102":{"body":"create struct features, struct feature is used for create client of db. struct feature is include pure feature and embed features @param schemaName - name of schema that we want struct feature @returns return struct feature for example : assign( object({ \"id\": string(), \"content\": string(), }), object({ \"user\": object({ \"id\": string(), \"name\": string(), \"age\": number(), }), \"post\": object({ \"id\": string(), \"title\": string(), \"content\": string(), }), }), ),","breadcrumbs":"lesan » schemas » schemaFns » createStruct » createStruct","id":"102","title":"createStruct"},"103":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getSchemasKeys » getSchemasKeys","id":"103","title":"getSchemasKeys"},"104":{"body":"this function is create for define all things in local scope and also all functions of inrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » mainRelationsFns » mainRelationsFns","id":"104","title":"mainRelationsFns"},"105":{"body":"get all of inerRealation of one schema @param schemaName - name of schema that we want inerRealation of it","breadcrumbs":"lesan » schemas » mainRelationsFns » getMainRelations » getMainRelations","id":"105","title":"getMainRelations"},"106":{"body":"this function is create for define all things in local scope and also all functions of outrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relatedRelationFns » relatedRelationFns","id":"106","title":"relatedRelationFns"},"107":{"body":"getOutRelations of one schema @param schemaName - name of schema that we want outerRelations","breadcrumbs":"lesan » schemas » relatedRelationFns » getRelatedRelations » getRelatedRelations","id":"107","title":"getRelatedRelations"},"108":{"body":"this function is create for define all things in local scope and also all functions of pure define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » pureFns » pureFns","id":"108","title":"pureFns"},"109":{"body":"add pure feature of model to schema @param name - name of schema that we want to add pure features @param pureModel - key and type of model to add schema @example name:\"city\" pureModel: { \"name\":string() }","breadcrumbs":"lesan » schemas » pureFns » addPureModel » addPureModel","id":"109","title":"addPureModel"},"11":{"body":"So this is all the code we've written so far (You can also see and download this code from here ): import { ActFn, lesan, MongoClient, number, object, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » The code","id":"11","title":"The code"},"110":{"body":"get pure features of one schema @param name - name of schema that we want to get pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModel » getPureModel","id":"110","title":"getPureModel"},"111":{"body":"get pure one feature of one schema by name of schema and key of feature @param name - name of schema that we want to get one pure feature @param key - key of feature of schema that we want to get one pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModelByNameAndKey » getPureModelByNameAndKey","id":"111","title":"getPureModelByNameAndKey"},"112":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relationFns » relationFns","id":"112","title":"relationFns"},"113":{"body":"get inerRelatrion or outerRealtion of one schema @param name - name of schema @param relationType - type of relation that we want (inerRelatrion or outrelation)","breadcrumbs":"lesan » schemas » relationFns » getRelation » getRelation","id":"113","title":"getRelation"},"114":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStructFns","id":"114","title":"selectStructFns"},"115":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » fieldType » fieldType","id":"115","title":"fieldType"},"116":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » decreaseIterate » decreaseIterate","id":"116","title":"decreaseIterate"},"117":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » checkRelation » checkRelation","id":"117","title":"checkRelation"},"118":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStruct » selectStructFns","id":"118","title":"selectStructFns"},"119":{"body":"this function is create for define all things in local scope and also all functions define in this function @function @param {Services} acts - is type of Services for get ServiceKeys in function @returns - return objects of all functions that define in this function const actsSample = { dynamic: { user: { create: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, }, static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, }, }, }; const actsObj: Services = { main: { dynamic: {}, static: {}, }, };","breadcrumbs":"lesan » acts » acts functions","id":"119","title":"acts functions"},"12":{"body":"The last thing we want to talk about is the coreApp.runServer function, this function receives an object input that has the following keys: port used to specify the port used to run the server. polyground that receives a Boolean value that specifies whether the Polyground is available at http://{server-address}:{port}/playground address. typeGeneration, which receives a Boolean value and creates a folder named declarations, and inside it, the typefaces of the program are generated to be used in various cases, we will read more about this later. staticPath that receives an array of paths as a string and makes the content inside these paths statically serveable. We will read more about this later. cors which receives either the * value or an array of URLs as a string, and makes these addresses have the ability to communicate with the server and not receive the cors error.","breadcrumbs":"Getting start » Run Server function","id":"12","title":"Run Server function"},"120":{"body":"set Actions to main service @param {ActInp} actInp - actInp is equal to{ type: type of Actions static or dynamic, schema: schema name of action for example city actName: name of action for example createCity, validator: validator function, fn: function of createUser }","breadcrumbs":"lesan » acts » setAct » setAct","id":"120","title":"setAct"},"121":{"body":"get key of services @function","breadcrumbs":"lesan » acts » getServiceKeys » getServiceKeys","id":"121","title":"getServiceKeys"},"122":{"body":"get actions of schema of main service @param schema - name of schema @param type - type of sctions of service dynamic or static","breadcrumbs":"lesan » acts » getActs » getActs","id":"122","title":"getActs"},"123":{"body":"get actions of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static","breadcrumbs":"lesan » acts » getActsKeys » getActsKeys","id":"123","title":"getActsKeys"},"124":{"body":"get specific action of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static @param actName - name of actions","breadcrumbs":"lesan » acts » getAct » getAct","id":"124","title":"getAct"},"125":{"body":"get all acts of all service @function","breadcrumbs":"lesan » acts » getAtcsWithServices » getAtcsWithServices","id":"125","title":"getAtcsWithServices"},"126":{"body":"get acts of main service @function","breadcrumbs":"lesan » acts » getMainActs » getMainActs","id":"126","title":"getMainActs"},"127":{"body":"get specific Dynamic Action of main service with schemaName and actName @param schema - name of schema for example: user @param actName - name of Actions for example: create @returns return specific action of schema @example for example output is: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }","breadcrumbs":"lesan » acts » getMainAct » getMainAct","id":"127","title":"getMainAct"},"128":{"body":"set acts to service or ser addreess to service @param serviceName - name of service @param service - type of service string or Acts","breadcrumbs":"lesan » acts » setService » setService","id":"128","title":"setService"},"129":{"body":"get all of acts of specific service @param serviceName - name of service","breadcrumbs":"lesan » acts » getService » getService","id":"129","title":"getService"},"13":{"body":"Now you can run deno run -A mod.ts for running the Application with deno You can use playground: Or postman: To send a post request to http://localhost:1366/lesan with this request body: { \"service\": \"main\", \"model\": \"country\", \"act\": \"addCountry\", \"details\": { \"set\": { \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"get\": { \"_id\": 1, \"name\": 1, \"population\": 1, \"abb\": 1 } }\n} For inserting a new country. You shuold get this result: { \"body\": { \"_id\": \"6534d7c6c5dec0be8e7bf751\", \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"success\": true\n}","breadcrumbs":"Getting start » Running App","id":"13","title":"Running App"},"130":{"body":"","breadcrumbs":"lesan » odm » odm functions","id":"130","title":"odm functions"},"131":{"body":"","breadcrumbs":"lesan » odm » setDb » setDb","id":"131","title":"setDb"},"132":{"body":"","breadcrumbs":"lesan » odm » getCollection » getCollection","id":"132","title":"getCollection"},"133":{"body":"","breadcrumbs":"lesan » odm » newModel » newModel","id":"133","title":"newModel"},"134":{"body":"","breadcrumbs":"lesan » odm » newModel » find » find","id":"134","title":"find"},"135":{"body":"","breadcrumbs":"lesan » odm » newModel » findOne » findOne","id":"135","title":"findOne"},"136":{"body":"","breadcrumbs":"lesan » odm » newModel » insertOne » insertOne","id":"136","title":"insertOne"},"137":{"body":"","breadcrumbs":"lesan » odm » newModel » insertMany » insertMany","id":"137","title":"insertMany"},"138":{"body":"","breadcrumbs":"lesan » odm » newModel » addRelation » addRelation","id":"138","title":"addRelation"},"139":{"body":"","breadcrumbs":"lesan » odm » newModel » removeRelation » removeRelation","id":"139","title":"removeRelation"},"14":{"body":"As we said before, we embed all relationships. So when you define a relation we store the pure fields of both models in each other. So far we have defined only one model, let us add the second model. We add the following code to the previous codes to add a new model called city. const cityPure = { name: string(), population: number(), abb: string(),\n}; const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", cityPure, cityRelations,\n); We talked about newModel and its input here . Now we only talk about the third input, the relation definition. which receives an object with string key which is the feild name and we store the relation data by this name inside each document, and TRelation value (relations: Record;) which gave us some metadata about the relation. The TRelation type is as follows: export type RelationDataType = \"single\" | \"multiple\"; export type RelationSortOrderType = \"asc\" | \"desc\"; export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType };\n}; interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} The schemaName key receives the exact name of another schema to establish a relation. The type key specifies whether the relationship type should be single or multiple. The optional key specifies whether or not it is mandatory to enter information about this relationship when importing a new document. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa. relatedRelations key that specifies the effects of this schema on the other side of the relationship. This key receives the value of the object with the following keys: The type key specifies whether the relationship type should be single or multiple. limit which specifies the number of relations to be kept if the relation type is multiple. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa.","breadcrumbs":"Add relation » Add relation","id":"14","title":"Add relation"},"140":{"body":"","breadcrumbs":"lesan » odm » newModel » findOneAndUpdate » findOneAndUpdate","id":"140","title":"findOneAndUpdate"},"141":{"body":"","breadcrumbs":"lesan » odm » newModel » deleteOne » deleteOne","id":"141","title":"deleteOne"},"142":{"body":"","breadcrumbs":"lesan » odm » newModel » aggregation » aggregation","id":"142","title":"aggregation"},"143":{"body":"","breadcrumbs":"lesan » contextFns » contextFns functions","id":"143","title":"contextFns functions"},"144":{"body":"@returns The contextObj","breadcrumbs":"lesan » contextFns » getContextModel » getContextModel","id":"144","title":"getContextModel"},"145":{"body":"asigne all of value that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » setContext » setContext","id":"145","title":"setContext"},"146":{"body":"add values to previous values that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » addContexts » addContexts","id":"146","title":"addContexts"},"147":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addReqToContext » addReqToContext","id":"147","title":"addReqToContext"},"148":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addHeaderToContext » addHeaderToContext","id":"148","title":"addHeaderToContext"},"149":{"body":"this function is create for define all things in local scope and also all functions of context define in this function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » contextFns » addBodyToContext » addBodyToContext","id":"149","title":"addBodyToContext"},"15":{"body":"Let us define an Act for this new model. We add the following code for this purpose: const addCityValidator = () => { return object({ set: object({ ...cityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); We need to import objectIdValidation and ObjectId from lesan We see Validator and Act and setAct and insertOne functions before, Here we are only talking about the relations input in the insert function. The type of this input is as follow: export type TInsertRelations = { [mainKey in keyof T]?: { _ids: ObjectId | ObjectId[]; relatedRelations?: { [key in keyof T[mainKey][\"relatedRelations\"]]: boolean; }; };\n}; This input receives an object with the key name of the relations that we have previously defined in the model. This object has the following keys: ids which receives either an ObjectId or an array of ObjectIds. relatedRelations, which receives an object with the key of the name of the related relations that we have previously defined in the model along with a boolean value. If the value is true, in addition to the given relationship being saved in this new document, this created document is also saved in the related relationship. And if it is false, the relationship will be saved only in this new document. Here, by adding a city and giving the country ID associated with that city, we store both the pure fields of that country in this newly created city, and within that country in an array of objects, we also store the pure fields of this city.","breadcrumbs":"Add relation » Add new Act with relation","id":"15","title":"Add new Act with relation"},"150":{"body":"this function is for run Server and get request of client and send response of request for client @param port - port of listen @param playground - use playground or not? @param db - connection of DB @param typeGeneration -","breadcrumbs":"lesan » runServer » runServer functions","id":"150","title":"runServer functions"},"151":{"body":"","breadcrumbs":"lesan » generateSchemTypes » generateSchemTypes functions","id":"151","title":"generateSchemTypes functions"},"152":{"body":"the all custom type we generate for lesan is: schema types model types TRelation IMainRelation IRelatedRelation","breadcrumbs":"types » types","id":"152","title":"types"},"153":{"body":"the main schema type is: export type TSchemas = Record; the TSchema type has the following type IModel is the model type we defined in lesan TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » schema types","id":"153","title":"schema types"},"154":{"body":"the model type is used for create new model in lesan: export interface IModel { pure: IPureFields; relations: Record; mainRelations: Record; relatedRelations: Record;\n} the IModel type has the following type: TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » model types » model types","id":"154","title":"model types"},"155":{"body":"export interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} the TRelation type has the following type : RelationDataType is the model type we defined in lesan RelationSortOrderType is used for defining relation get from user TRelatedRelation is used to created main relation based on","breadcrumbs":"types » schema types » model types » TRelation » TRelation","id":"155","title":"TRelation"},"156":{"body":"export type RelationDataType = \"single\" | \"multiple\";","breadcrumbs":"types » schema types » model types » TRelation » RelationDataType » RelationDataType","id":"156","title":"RelationDataType"},"157":{"body":"export type RelationSortOrderType = \"asc\" | \"desc\";","breadcrumbs":"types » schema types » model types » TRelation » RelationSortOrderType » RelationSortOrderType","id":"157","title":"RelationSortOrderType"},"158":{"body":"export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType; };\n}; the TRelatedRelation type has the following type : RelationDataType RelationSortOrderType","breadcrumbs":"types » schema types » model types » TRelation » TRelatedRelation » TRelatedRelation","id":"158","title":"TRelatedRelation"},"159":{"body":"export interface IMainRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; optional: boolean; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IMainRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IMainRelation » IMainRelation","id":"159","title":"IMainRelation"},"16":{"body":"Let's see all the code written here and run it. (You can also see and download this code from here ) import { ActFn, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Now, by running this code and going to playgroun, you should see this page to add the country: add-country And to add a new city, you should see this page: add-city What exactly happened to the database? If you open MongoDB Compass, the following data should be stored for the country: country-data And the following data should be stored for the city: city-data As you can see, when you add a city, the pure values are stored as embedded on both sides of the relation. This makes receiving data much faster. The only noteworthy point is that a limited number of cities are stored in the country. Try to save as many as you think you will need in the first paginate. To get the rest of the cities, we will also query their own schema.","breadcrumbs":"Add relation » All codes","id":"16","title":"All codes"},"160":{"body":"export interface IRelatedRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * name of the main relation related to this relation */ mainRelationName: string; /** * type of the main relation related to this relation */ mainRelationType: RelationDataType; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; /** * number of value that we want to keep */ limit?: null | number; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IRelatedRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IRelatedRelation » IRelatedRelation","id":"160","title":"IRelatedRelation"},"17":{"body":"So far we have created two models and one relationship. Let us create another relationship for these two models. Just add this object to relatedRelations of city: citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, },\n} With this relationship, we plan to store the 50 most populated cities of each country in an embedded form. Now the cityRelations object should look like this: const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; And we also need to change the function we wrote to add cities: const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, }, }, }, });\n}; We just add this line of code: citiesByPopulation: true, Let us add other relationships before testing this code.","breadcrumbs":"Add more relation » Add more relation","id":"17","title":"Add more relation"},"18":{"body":"Let's choose a city as the capital for the countries. For this purpose we must have a single relatedRelation for each country selectively. So we add this code: capital: { type: \"single\" as RelationDataType,\n}, And we change the function and validation we wrote to add the city as follows: const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; We just add isCapital: boolean(), to addCityValidator and add capital: isCapital to the insertOne functions.","breadcrumbs":"Add more relation » Add arbitrary relation","id":"18","title":"Add arbitrary relation"},"19":{"body":"All the code we have written so far is as follows (You can also see and download this code from here ): import { ActFn, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); If you run the code and go to the playground, you will see that a new input called isCapital has been added to add the city, capital-field and if we put the value true in it, this city will be added to the country as the new capital. In addition, we have a field called citiesByPopulation in the country, where the 50 most populated cities of the country are stored. population-city Please note that you only send a request for a new city, and the new city is stored in three different fields with different conditions in the schema of the corresponding country.","breadcrumbs":"Add more relation » Run the code","id":"19","title":"Run the code"},"2":{"body":"Currently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.","breadcrumbs":"Installation » Installation","id":"2","title":"Installation"},"20":{"body":"Let us add a new model named user for this purpose. We add the following code for the user model: const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); Well, in the code above, we have created a new model called user, which has two pure fields with name and age keys. In addition, it has a relationship with the country and the city. Its relationship with the country is single and there is a relatedRelation with the country with a field called users. But its relationship with the city is multiple by the livedCities key, and there is also a relatedRelation with the city with a field called users, which is also multiple. Therefore, the relationship between the city and the user is many-to-many. The function we want to add a user is as follows: const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); We need to import array function from lesan The only thing worth mentioning in the code above is the livedCities input in validation, which receives an array of IDs as a string. In the Act function, we convert this input into an array of object IDs with a map. Note that the _ids key in the livedCities object receives an array of object IDs. Well, let's see the complete code again, run the software and check the outputs.","breadcrumbs":"Add more relation » Add many-to-many relationship","id":"20","title":"Add many-to-many relationship"},"21":{"body":"You can see and download this code from here import { ActFn, array, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Open Playground in the browser and go to addUser function. add-user Note that the livedCities field receives an array of IDs, you just need to enter an input like [\"65466c407123faa9c1f3c180\", \"65466c2c7123faa9c1f3c17e\"]. playground parses it and converts it into an array suitable for sending.","breadcrumbs":"Add more relation » All codes","id":"21","title":"All codes"},"22":{"body":"So far we have created 3 models that have different relationships. Can we update these relationships? Yes we can, but only with addRelation and removeRelation functions. We should note that we should never manually update the relationships created by Lesan with the update or updateMany function. Let the management of the relationships be entirely in Lesan's hands, so that it can always keep them updated and correct. Let's use addRelation. Add Relation function Remove Relation function","breadcrumbs":"Mannage relations » Mannage relations","id":"22","title":"Mannage relations"},"23":{"body":"","breadcrumbs":"Mannage relations » addRelation function » addRelation function","id":"23","title":"addRelation function"},"24":{"body":"Pay attention to the following code: const addUserLivedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserLivedCity: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserLivedCities\", validator: addUserLivedCityValidator(), fn: addUserLivedCity,\n}); In addition to the functions insert, update, delete, find, etc., for each model in the Lesan, there are two other functions in addition to MongoDB functions, named addRelation and removeRelation, which are prepared for managing relationships. In the code above, the addRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here And another key called replace, which is not used here, and receives a boolean value of false or true. We will talk about this key in the next step. In the function above, we add one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the addRelation function along with the user ID. As a result, on the user side, one or more cities are added to the livedCities array, and on the city side, this user is added to each of the cities whose IDs have been sent.","breadcrumbs":"Mannage relations » addRelation function » Update Many to Many Relation","id":"24","title":"Update Many to Many Relation"},"25":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"25","title":"Run the code"},"26":{"body":"What if in one of these sides our field is an object instead of an array (In fact, the type of relationship is one-to-many or many-to-one.)? For example, let's change the country on the user side. Look at code below: const addUserCountryValidator = () => { return object({ set: object({ _id: objectIdValidation, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserCountry: ActFn = async (body) => { const { country, _id } = body.details.set; return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserCountry\", validator: addUserCountryValidator(), fn: addUserCountry,\n}); In the code above, we get the ID of a user along with the ID of a country and give it to the addRelation function. Please note that the country is not optional in the user model and is defined with a single type. Therefore, if we change the country of a user, we must first find and delete this user in the country he was in before, then add the new country to the user and the user to the new country. For this reason, we have given the value true to the replace key in the addRelation entry. In this function, if we set replace equal to false or do not enter it, no operation will be performed and we will get an error.","breadcrumbs":"Mannage relations » addRelation function » Update One to Many Relation","id":"26","title":"Update One to Many Relation"},"27":{"body":"The bottom line is a bit complicated but has its own charm. To change the country in a user, we must do the following steps: Find the user Finding the user's old country Find the user's new country Checking whether this user was part of the list of users in the old country or not (users may exist in several fields in one country, for example, the list of users who are the oldest or the youngest). Creating a command to delete the user from the old country (from all the lists in which the user was found). If this list has a certain limit and we have reached the end of this limit, we need to find the next user to be added to this list. For this purpose, we must do the following steps: Find out how to save this list. Finding the next 3 users who can be added to this list (because it is possible to find either the same user that we intend to delete from the list, or the end user of this list). Creating an command to add these 3 users to the end of this list. Creating a command to unify this list. Creating a command to delete the current user from this list. Creating a sorting command for this list according to the method we mentioned in the initial settings of relationships. Creating an command to limit this list to the number that we said in the initial settings of relationships. Creating an command to add this user to all user lists in the new country. (Here we also have to check if this list has limit or not and if so, this user can be added to this list or not, which we have to do step #6 for each list in the new country). Execution of all the commands we have created so far. Execution of the command to insert the new country instead of the old country in this user.","breadcrumbs":"Mannage relations » addRelation function » Steps to add a country to a user","id":"27","title":"Steps to add a country to a user"},"28":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"28","title":"Run the code"},"29":{"body":"","breadcrumbs":"Mannage relations » removeRelation function » removeRelation function","id":"29","title":"removeRelation function"},"3":{"body":"At least version 6 of MongoDB must be installed. The latest version of Deno must be installed. It is good to have NodeJS installed on your system. If you need to see database information, it is better to install MongoDB Compass . Using a suitable editor such as: VS Code please install deno extension Lesvim The configuration of this editor is a bit difficult. Helix The configuration of this editor is simple and the performance is excellent. Please add .helix/languages.toml file to the root of project and insert this config for better support of Deno.","breadcrumbs":"Installation » Pre request","id":"3","title":"Pre request"},"30":{"body":"Pay attention to the following code: const removeLivedCitiesValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeLivedCities: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeLivedCities\", validator: removeLivedCitiesValidator(), fn: removeLivedCities,\n}); In the code above, the removeRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here In the function above, we remove one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the removeRelation function along with the user ID. As a result, on the user side, one or more cities are removed from the livedCities array, and on the city side, this user is removed from each of the cities whose IDs have been sent. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update Many to Many Relation","id":"30","title":"Update Many to Many Relation"},"31":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"31","title":"Run the code"},"32":{"body":"If you have created a single type relationship, and if you set the optional equivalent to false, we can not use removeRelation for that please use the addRelation function to replace it (for example we can not use removeRelation to remove country from a user). But if you set the optional equal to true, we can use the removeRelation function to erase that relationship along with its relatedrelations. Let's make an optional one-to-many relationship. We create a new relationship for the user: mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 3, sort: { field: \"_id\", order: \"desc\", }, }, }, }, So the full form of users will be: const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); In this relationship, we add a city as a mostLovedCity for a user, and on the side of the city we add a field called lovedByUser, where we store the last five users who have chosen it as their mostLovedCity. To erase the mostLovedCity relationship in a user. We must first create this relationship. So let's write a function to add this relationship: const addMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.addRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addMostLovedCity\", validator: addMostLovedCityValidator(), fn: addMostLovedCity,\n}); In the above function, we get the ID of a user and the ID of a city and store that city as mostLovedCity in the user. Also, on the city side, we add this user to the lovedByUser list. TODO add playground photo and photoshop of user and city from Mogodb Compass Well, finally, let's write the mostLovedCity remove function: const removeMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeMostLovedCity\", validator: removeMostLovedCityValidator(), fn: removeMostLovedCity,\n}); In the above function, we get the ID of a user along with the ID of a city, and in that user, we delete the mostLovedCity field if it matches this ID, and on the city side, we remove this user from the lovedByUser list. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update One to Many Relation","id":"32","title":"Update One to Many Relation"},"33":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add playground photo and photoshop of user and city from Mogodb Compass","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"33","title":"Run the code"},"34":{"body":"Let's compare a bit, it may be funny, but let's do it. what are a real relationship between People? Right relationships are lasting and long -term. Both parties accept responsibility for relationships and changes. Changes on one side of the relationship also affect the other side. The two sides of a relationship live together. If the relationship leads to the birth of a child, both parties will accept the relationship. Now let's look at the relationship features in SQL: There is no real relationship. The two sides have only one connection. Relationships are not together. And each lives independently. Relationships are not deep. Relationships do not give birth to any children. (In Lesan , you will see that relationships encourage you to create new models) What are the relationships in NoSQL? There is no real relationship. In fact, there is no proper connection between the two sides. If we consider embeding as a relationship: the changes of each party have no effect on the other side and cause many inconsistencies in the data. the two sides leave each other after the relationship. In this type of databases, they prevent the child from being born, and if a child is born, only one side will be informed of it and probably will not take much responsibility for it. And finally what are the relationships in Lesan: Relationships are as strong as possible, and are described in detail when creating a model. Relationships fully contain each other's pure properties within themselves. If a relationship changes, all related parties will be notified and apply the changes according to a process. By establishing a relationship and seeing many changes on one side of this relationship, you are encouraged to create new relationships. Don't worry, this issue will not add more complexity to the data model, but it will also make the data more understandable. (Below there is an example to understand this)","breadcrumbs":"Mannage relations » What is the relationship really? » What is the relationship really?","id":"34","title":"What is the relationship really?"},"35":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Example","id":"35","title":"Example"},"36":{"body":"So let's go back to our example (countries, cities and users) If we want to define a relationship between the country, city and user models in SQL, this relationship will be as follows (The code below is written for PostgreSQL): CREATE TABLE country ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL,\n); CREATE TABLE city ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id),\n); CREATE TABLE user ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, age INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id), city_id INT NOT NULL, FOREIGN KEY (city_id) REFERENCES city_id (city_id),\n); Pay attention that the relationships are separated from each other as much as possible and only one ID is kept on one side. Whenever we need to know the details of the relationship, we have to visit both sides of the relationship. For example, let's imagine that we want the cities of Iran, we must first find Iran and then filter the city using Iran ID. Now let's imagine that we want to find the country of Iran along with its 50 most populated cities, we have to find Iran first, then find the cities according to the ID filter of the country of Iran along with the sort based on the city population field and the limit of 50. Let's run a more complex query. Suppose we want to receive 50 most populous cities from the 50 most populous countries in the world. Or we want to find the oldest people in the 50 most populous countries in the world. To get the above cities or users, we have to create and execute much more complex queries that may be time-consuming in some cases, although there are alternative ways such as creating separate tables in SQL for these specific purposes, but these ways also add a lot of complexity to the project.","breadcrumbs":"Mannage relations » What is the relationship really? » SQL","id":"36","title":"SQL"},"37":{"body":"What if we could do the above with just a simple query? NoSQL is designed for this, let's see how these tables are implemented in NoSQL databases (Here we have used mongoose so that we can have the shape of the schemas): const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number,\n});\nconst Country = mongoose.model(\"Country\", CountrySchema) const CitySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country } });\nconst City = mongoose.model(\"City\", CitySchema) const UserSchema = new mongoose.Schema ({ name: String, age: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country }, city: { type: mongoose.Schema.Types.ObjectId, ref: City } });\nconst User = mongoose.model(\"User\", CitySchema) The code above is exactly equivalent to the code we wrote for PostgreSQL and creates exactly the same tables in MongoDB. All the issues we described for SQL will be present here as well, but wait, we can add other fields to these tables to simplify the complex queries we talked about above. We can store its cities inside each country by adding a field called cities. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }]\n}); Now we can get a country along with its cities just by sending a single query. For example, we can get the country of Iran along with its cities with just one query from the database. But wait, some new issues have arisen. How should we save the cities inside the country ? For this, it is necessary to find the country associated with the city in the function we write to add the city and add this new city to the cities field of that country. This means that when adding a city in the table of cities, we must insert a new record and edit a record in the table of countries. Can we store all the cities of a country within itself ? The short answer is no, although it is possible that the number of cities in a country can be stored within the country, but in some situations, the number of documents that we need to store inside another document may be very large, such as the users of a country. So what should we do? Save a limited number of cities, how many? The number that we feel should be requested in the first pagination (for example, 50 numbers). So, in the function we have written to store the city, we must be aware that if the field of cities within the country has stored 50 cities within itself, do not add this new city to this field. What if a city changes ? Well, as a rule, we should find the country related to that city and check whether this city is stored in the field of cities of that country or not, if yes, we should correct it. What if a city is removed ? We need to find the country associated with the city and if this city is present in the field of cities of that country, we should modify that field as well. How? First, we remove this city from the array of cities, then we check whether this field has reached the limited number that we have previously considered for it, if yes, then this country may have other cities that are not in this field. So we need to find one of them and add it to this field. All this was added just so that we can have its cities when receiving a country! Don't worry, it's worth it. Because we usually add cities and countries once, besides, its information does not change much (except for the population, which we will talk about later). And on the other hand, these cities and countries will be received many times. Now, what if we want to get the 50 most populous countries along with the 50 most populous cities of that country? We can add a new field to the country. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }], mostPopulousCities: [{ name: String, abb: String, population: Number, }],\n}); For mostPopulousCities Field, we should consider all the events that happened above, although with a slight change: What if a city changes ? We need to find the country associated with the city, then see if this city is stored in the cities and mostPopulousCities fields of this country or not. If it is stored in the cities field, we must do the same steps as above, but if it is stored in the mostPopulousCities field, we must first, see which city field has changed, if the population field has changed, this city may no longer be included in this list and we want to remove it from the list and add another city to this list based on its population, otherwise it is possible This city is not in the mostPopulousCities list at all, but due to the change in the city's population, we want to add it to this list. Note that this city may be added anywhere in this list, and on the other hand, if this list has reached the end of the predetermined capacity, we must remove a city from the end.","breadcrumbs":"Mannage relations » What is the relationship really? » NoSQL","id":"37","title":"NoSQL"},"38":{"body":"So, if we want to create the same relationships with ‌Lesan , what should we do? Just enter the code below: // Country Model\nconst countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); // City Model\nconst cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, mostPopulousCities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); // User Model\nconst userPure = { name: string(), age: number(),\n}; const userRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, }, city: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const users = coreApp.odm.newModel( \"user\", userPure, userRelations,\n); In the code above, we have not defined any relationship for the country, but in fact, the country is related to both the city and the user, but this relationship is defined by them because they were the requesters of the relationship. If you pay attention, we have defined two relatedRelations for the country when defining city relations, which causes two fields called cities and mostPopulousCities to be added to the country schema. For the cities field, we have set the sort on _id and in descending order, and we have limited the capacity of the field to 50 numbers with the limit option, which causes the last 50 cities of each country to be stored in it. But in the mostPopulousCities field we have once again stored 50 cities in each country, but this time by sorting on the City population field. The important thing here is that all the things we said we need to do in NoSQL databases using Mongoose are done automatically in Lesan and you don't need any additional code to manage these relationships during insert, update or delete. All work will be done by Lesan.","breadcrumbs":"Mannage relations » What is the relationship really? » Lesan","id":"38","title":"Lesan"},"39":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Test Realation in Lesan","id":"39","title":"Test Realation in Lesan"},"4":{"body":"After completing the prerequisites, create a file named mod.ts. Now just use the latest version of Lesan along with MongoClient in this file. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases Now run this command in the terminal: deno run -A mod.ts You should see this messsage: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/ Now you can visit the playground at http://localhost:1366/playground. Because no database model and no function have been written yet, we still cannot send a request to the server. implement first model","breadcrumbs":"Installation » Importing","id":"4","title":"Importing"},"40":{"body":"you can clone lesan repo by git clone https://github.com/MiaadTeam/lesan.git command and the go to tests/playground folder and run e2e.ts file by execute this command: deno run -A e2e.ts you should see this output: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/","breadcrumbs":"Mannage relations » What is the relationship really? » Clone and run E2E","id":"40","title":"Clone and run E2E"},"41":{"body":"Now you can visit the playground at http://localhost:1366/playground and send requests to the server for country, city, and user models: Screenshot 2023-12-31 at 21-35-56 Lesan Playground and use addCountry, addCountries, updateCountry, getCountries, deleteCountry methods for country models: Screenshot 2023-12-31 at 21-42-37 Lesan Playground also use addCity, updateCity, addCities, getCities and addCityCountry for city model: Screenshot 2023-12-31 at 22-03-07 Lesan Playground and also use addUser, addUsers, addUserLivedCities, addUserCountry, addUserCities, addMostLovedCity, removeMostLovedCity, removeLivedCities, updateUser, getUser and getUsers for user model: Screenshot 2023-12-31 at 22-06-53 Lesan Playground you can find e2e.ts raw file here and see all functions write in it.","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Playground","id":"41","title":"Visit Playground"},"42":{"body":"You can see all schema information including pure, mainRelation and relatedRelation inside schema modal box at playground when clicking on Schema button: Screenshot 2023-12-31 at 22-33-26 Lesan Playground here is the screenshot of schema modal box: Screenshot 2023-12-31 at 22-37-13 Lesan Playground Also you can see all Act information including service, model, act and its inputs such as set and get inside act modal box at playground when clicking on Act button: Screenshot 2023-12-31 at 22-38-46 Lesan Playground here is the screenshot of act modal box: Screenshot 2023-12-31 at 22-43-11 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Schema and Act","id":"42","title":"Visit Schema and Act"},"43":{"body":"We have already prepared several E2E test series for e2e.ts's file, and you can go to E2E modal box by clicking the E2E test button: Screenshot 2023-12-31 at 22-52-21 Lesan Playground here you can import E2E test config file by clicking on import button: Screenshot 2023-12-31 at 22-55-06 Lesan Playground We have these 3 json files next to the e2e.ts file, all three of which can be used for E2E testing: Configdata.json fakerTest.json stress.json Configdata E2E file In the config.json file, all the functions written in e2e.ts have been tested. In fact, all the important functions, including all the functions of the ODM section in Lesan, have been tested in this file. Let us see all the parts of this E2E test one by one (The point is that in almost all the functions written in ODM, relationships are important and Lesan must manage them.): create new country with main → country → addCountry: Screenshot 2024-01-04 at 11-22-31 Lesan Playground here we used main service and country model and addCountry act. we repeat this section 15 times. we captured countryId from last response of this sections. here we used faker for create name, population and abb for new country. create multiple country with one request with main → country → addCountries: Screenshot 2024-01-04 at 13-53-29 Lesan Playground here we used main service and country model and addCountries act. here we insert an array of country for multiCountries key inside set object. we captured some country ID from request response. create new city with main → city → addCity: Screenshot 2024-01-04 at 14-20-22 Lesan Playground here we used iranId the captured variable we get from request number 2 response. we captured body._id with the haratId from response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-42-12 Lesan Playground here we insert an array of city for multiCities key inside set object. here we used iraqId the captured variable we get from request number 2 response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-56-21 Lesan Playground here we insert an array of city for multiCities key inside set object. We also used faker here. here we used afghanId the captured variable we get from request number 2 response. change country relation of a city with main → city → addCityCountry: Screenshot 2024-01-04 at 15-04-46 Lesan Playground here we used haratId and afghanId captured variables. please check mongodb compass beacuase the both side of relation are changend. create new city with main → city → addCity: Screenshot 2024-01-04 at 15-14-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 15-17-21 Lesan Playground please note that we set isCapital field to true so the capital field of related country is filled with this city. create new city with main → city → addCity: Screenshot 2024-01-04 at 16-39-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-42-27 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-43-55 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-45-38 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-48-19 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-50-30 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-04-33 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-07-41 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-08-14 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-09-14 Lesan Playground just get list of countries with main → country → getCountries: Screenshot 2024-01-04 at 17-10-22 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-19-46 Lesan Playground the country were user lived is Iran. the user lived in two city: Hamedan and Tehran. create new city with main → user → addUser: Screenshot 2024-01-04 at 17-28-58 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-29-39 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-13 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-44 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-20 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-54 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-32-28 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-33-04 Lesan Playground change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-20-28 Lesan Playground 1.we just send a country ID with a user ID and with a simple function all magic happen in both side of relation. change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-34-16 Lesan Playground add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-37-00 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-51-56 Lesan Playground remove city from livedCities relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 19-54-10 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 19-59-44 Lesan Playground add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 20-05-52 Lesan Playground remove a city from mostLovedCity relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 20-11-13 Lesan Playground update a country with main → country → updateCountry: Screenshot 2024-01-04 at 20-12-26 Lesan Playground We send the ID of a country along with the rest of the pure fields (pure fields are optional) to it, and in a simple function the following will happen: Update the country itself Updating the country field in all cities related to that country Updating the country field in all users related to that country The point to be mentioned here is that you should not send another field for updating other than pure fields. Because the relationships must be completely managed by Lesan himself. update a city with main → city → updateCity: Screenshot 2024-01-04 at 20-26-49 Lesan Playground update a user with main → user → updateUser: Screenshot 2024-01-04 at 20-27-19 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit E2E test modal","id":"43","title":"Visit E2E test modal"},"44":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship sweets in Lesan","id":"44","title":"All relationship sweets in Lesan"},"45":{"body":"اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره. بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم. بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم. بعد راجع به آپدیت شدن رابطه‌ها حرف می‌زنم. بعد راجع به دیتابیس اینمموری حرف می‌زنم. بعد راجع به مدیریت کیوکیو حرف می‌زنم. حتما یادم باشه راجع به اینکه وقتی امبد می‌کنی چقدر دریافت داده‌ها راحت هست هم حرف بزنیم، از اون طرف راجع به اینکه فیلتر کردنشون بر اساس فیلد امبد شده چه معجزه‌ای میکنه هم حرف بزنم حتما راجع به اینکه چه نکته‌هایی داره طراحی مدل توی لسان حرف بزنم یعنی اینکه بگم رابطه‌ها از یک طرف تعریف می‌شن بعد توی طرف بعدی از همینجا ساید افکت‌هاش مشخص میشه بگم و اینکه نگران نباشن چون توی پلی‌گراند می‌تونن برای یک مدل همه‌ی رابطه‌هایی که داره چه از طرف خودش تعریف شده باشه چه بقیه براش تعریف کرده باشن رو ببینه و یه عکس از پلی‌گراند بذارم، نکته مهمش اینه که بگم همیشه رابطه رو از طرف مهمش درخواست بدن تا بشه هر چقدر می‌خوایم ساید افکت مناسب براش بذاریم","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship bitterness in Lesan","id":"45","title":"All relationship bitterness in Lesan"},"46":{"body":"","breadcrumbs":"findOne and find functions » findOne and find functions","id":"46","title":"findOne and find functions"},"47":{"body":"","breadcrumbs":"aggregation functions » aggregation functions","id":"47","title":"aggregation functions"},"48":{"body":"Updating is the most challenging issue in Lesan . Because by updating one document, thousands or maybe millions of other documents may also be updated. Let's explore a few scenarios. Best case: Update a user const updateUserValidator = () => { return object({ set: object({ _id: objectIdValidation, name: optional(string()), age: optional(number()), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst updateUser: ActFn = async (body) => { const { name, age, _id } = body.details.set; const setObj: { name?: string; age?: number } = {}; name && (setObj.name = name); age && (setObj.age = age); return await users.findOneAndUpdate({ filter: { _id: new ObjectId(_id) }, projection: body.details.get, update: { $set: setObj }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"updateUser\", validator: updateUserValidator(), fn: updateUser,\n});","breadcrumbs":"findOneAndUpdate functions » findOneAndUpdate functions","id":"48","title":"findOneAndUpdate functions"},"49":{"body":"","breadcrumbs":"deleteOne functions » deleteOne functions","id":"49","title":"deleteOne functions"},"5":{"body":"I copy this simple example from installation page. We will keep this file as mod.ts and continue to add various models and functions to it. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » Getting start","id":"5","title":"Getting start"},"50":{"body":"","breadcrumbs":"insertMany functions » insertMany functions","id":"50","title":"insertMany functions"},"51":{"body":"","breadcrumbs":"Playground » Playground","id":"51","title":"Playground"},"52":{"body":"When you first enter the playground, you will see 3 part : PlayGround","breadcrumbs":"Playground » First Encounter","id":"52","title":"First Encounter"},"53":{"body":"At the top of the page there are tabs that allow you to do different things at the same time without losing information. You can make and use as many tabs you need(2) with add button(1) and close them at any time with close button(3). By refreshing the page, the tabs information does not disappear and after the tab refresh the tabs are fully accessible. Tabs","breadcrumbs":"Playground » Part One : Tabs","id":"53","title":"Part One : Tabs"},"54":{"body":"On the left side is the sidebar, with 3 select box that are used to select the service(1) , Schema(2) and Action(3) , respectively. It should be noted that the selection of Schema and act is inactive until the service is selected. Sidebar Second Sidebar After selecting the service, Schema and act, another column is displayed, which includes 2 sections of set fields(1) and get fields(2) . In the set fields, you fill in the values you need(1-1) and in the get field section you choose the values you want to get and also we either want the field to set the field equal to one or we do not want the amount to be zero(2-1). After completing the sections of the set fields and get fields set, by pressing the Send Button(3) , the results we have had in the response section are shown in the response section. Second Sidebar Response Response Section At the top of the response section, we have access to 3 button, copy Request(1) , copy Response(2) and Run E2E Test(3) that send the request to the E2E Test modal that we will explain below. Also we can see the status of the request who can be true with green light and false with red loght(4). At the top-right of the body response we can access to the time of the request with took(5) . Response-Detail","breadcrumbs":"Playground » Part Two: Sidebar","id":"54","title":"Part Two: Sidebar"},"55":{"body":"In this section we will see 6 buttons that we will explain below : Buttons Before explain 6 buttons, Notice that in every modal we can use the close button(1) to close the modal. Modals Also we can use change size button(2) to see modal in full screen or window size. Modals-1 Modals-2 Refetch button: Pressing it all the data is renewed once. Reffetch Button Settings button: Setting Button Pressing that modal of settings open for us to see two parts of the Fetch Config(1) and the Set Headers(2) . Setting Detail In the fetch config section, we can set an Url(1) and press Apply Button(2) that we can bring the lesan to different addresses. Setting Detail-1 In the set headers we can also determine the key(1) and value(2) . also we can press Add Header(3) button to add many new Key and Value and set them wit Apply(4) button. Setting Detail-2 History button: By pressing History button , we enter the modal history in which we have access to all the Requests(1) as well as and Responses(2) the results. In top-right of the Request section we can see the Date Of The Request and also in top-left of the Response we can see the Time Of Response . In top-right of the every part of the request we can delete the this part with Delete button(5) . Also we can clean all the request by press the Dustbin Button(6) . History In the request section we access to Model and Act(1) of the request and Show Button(2) to see the detail of the request and response. History-1 We can hide the details with Hide button : History-2 In the response section, we can see the Status Of The Response(1) that can be true or false and also we can reuse of the request with Use Button(2) . History-3 E2E Test button: In E2E test modal, we see two section, section one include Five Button that the top-left of the modal and section two its be Eeach Sequence of the test. E2E We start with the section one, in this section we have five button include Add(1) , Run E2E Test(2) , Import(3) , Export(4) and Help(5) . E2E-1 With Add Button we can create a new Sequence for test. we can add how much we need sequence for test. E2E-2 With Run E2E Test Button we can run the test. we explain this after. With Import Button we can import the pervious tests and reuse them. E2E-3 With Export Button we can export existing tests for use them for anothe test. And with Help Button we go to playground document that we can see how to work with E2E modal. In each sequence, we can see 2 part, Set Test Body And Headers(1) and Set Repeat Time , Capture Variables(2) E2E-4 Part 1 is a Set Test Body And Headers that we can write and set body and headers for test. also we can use the faker for test. for example you can see that we use faker for this sequense: E2E-4 In Part two we can Set Repeat Time(1) of the test with + or - button or write number we want in input. also we can use Add Capture(2) Button for set how many capture we want to the sequence for test. E2E-5 After press the Add Capture we can see a part that include two input, include set a variable name(1) that we can see an Example(2) to how fill this input and another input, is set a value for variable(3) that we can see an Example(4) to how fill this input. Also we can set capture couple model. E2E-6 We have four button in top-right of the each sequence test: E2E-7 Duplicate Button(1) that we can duplicate sequence. E2E-8 Move Buttuns(2)(3) , with this buttons we can move the sequense to top or bottom. Delete Button(4) , with this button we can delete each sequence. After write the sequences test, we can go to see the resulst of the each sequence test by click on the Run E2E Test Button and we see this: E2E-9 First thing that we see is Back Button and second is Export Button at the top-left of the modal. third one is a Information section that we can see all information of the sequence tests. E2E-10 The Information section have three part, Requests(1) , Times(2) and Captures Information(3) . E2E-11 Requests part include All Request Count(1) , All Request Time(2) , All Success Request(3) and All Fails Request(4) . E2E-12 Times part include two section, Best and Worst . in each section we can see the Best/Worst request time, sequence number of the best/worst request that when click on number, we scroll to that sequence number, request number that include number of the request in sequence, model and act. E2E-13 Captures Information part include every capture items that we set. in this part we can see the Key(1), Captured From(2), Value Of(2), Model(2), Act(2) and Captured Inside Sequnce Number. E2E-14 After Information section, we can access every sequence that each of sequence have two part, Description(1) and Body Header(2) . E2E-15 Description have five part include Request(1) that include All Request Count, Success/Fail that show the how many of request is success/Fail, All Request Time and Avrage Time For Each Request, Best(2) and Worst(3) that include Best/Worst Time and request nmber, Capture Items(4) that include key,value,model,act,sequence number, Using Capture Items(5) that include key,captured from, value,act and sequence number. E2E-16 Body Header have headers,body of the each sequence(1), number of sequence(2) at the top-right and change button(3) at the top-left. E2E-17 When click on Change Button we can see and access to the Request(1) and Response(2) that in Request section we can see the pure request(3) and at the Response section we can see the body of the response and success status of Responsewhich the false or true(4). At the top-right of the Response section we can see the time of the Respone(5) . At the Bottom-center, we can access to the pagination(6) to move on the Requests or write the specefic Request number to access the Request. Also when click on change button(7) to go back to the Body Header and Description. E2E-18 Schema button: In Schema modal we have access to all the Schema project. For example, we can see the country,city and user. Schema Country have pure(1) and related relations(2). Schema-1 And pure have _id(1), name(2), population(3), abb(4). Schema-2 And Also related relations have cities asc(1), cities desc(2), cities by pop asc(3), cities by pop desc(4), capital city(5), users(6), users by age(7). Schema-3 Also by hovering on question icon we can see the relations. Schema-4 We see the country, lets see the city . city have pure(1), main Relation(2), related relations(3). Schema-5 Pure have _id(1), name(2), population(3), abb(4). Schema-6 main relations have country and country have _id, name, population and abb. Schema-7 Also by hovering on question icon we can see the relations. Schema-8 And related relations have users(1) and loved user(2). Schema-9 Users have _id, name, age. Schema-10 Act button: Like Schema modal in Act modal , we have access to all the Act of the project. Act have main and main have country(1), city(2), user(3). Act-1 And country have add country(1), update country(2), add countries(3), get countries(4), delete country(5). Act-2 Let see the add country. we can see the set(1) and get(2). Act-3 Set have name(1), population(2) and abb(3). Act-4 And get have _id(1), name(2), population(3), abb(4), users(5). Act-4","breadcrumbs":"Playground » Part Three: Buttons","id":"55","title":"Part Three: Buttons"},"56":{"body":"راجع به فانکشنال پروگرمینگ حتما بگم و اینهارو توش توضیح بدم : مثلا وقتی یه چیزی newModel میشه دیگه همه‌ی فانکشن‌های توی odm براش در دسترس هست با یه ساینتکس قابل فهم بعد راجع به اسکیماها و اکتها هم همین فرایند newModel رو بگم بعد راجع به بعضی چیزای دیگه مثل preAct و preValidation و حتی فانکشن‌هایی که برای ولیدیشن میدیم که فانکشن هست هم توضیح بدم که یعنی میتونه اونجا از hof یا curriyng استفاده کنه","breadcrumbs":"All the advantages of Lesan » All the advantages of Lesan","id":"56","title":"All the advantages of Lesan"},"57":{"body":"","breadcrumbs":"Implement an advanced project » Implement an advanced project","id":"57","title":"Implement an advanced project"},"58":{"body":"","breadcrumbs":"Implement an advanced project » General description » General description","id":"58","title":"General description"},"59":{"body":"","breadcrumbs":"Implement an advanced project » nx configuration » nx configuration","id":"59","title":"nx configuration"},"6":{"body":"For adding a new model we should call newModel function from coreApp.odm. Lets add a country model, please add the following code before coreApp.runServer: const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); We also need to import string and number from lesan. These are validators exported from Superstruct . We use Superstruct to define models and validate function inputs and some other things. The newModel function accepts three inputs: The first input is to define the name of the new model. The second input is to define the pure fields of that model in the database. For this, we use an object whose keys are the names of each of the fields, and the value of these keys is obtained by one of the functions exported from Superstruct . The third input is to define the relationship between models. Because we have just one model here, we pass an empty object for that. We will read more about this later. Finally, the newModel function returns an object that has services such as insertOne, insertMany, updateOne, deleteOne, and so on.","breadcrumbs":"Getting start » Add New Model","id":"6","title":"Add New Model"},"60":{"body":"","breadcrumbs":"Implement an advanced project » Folder Structure » Folder Structure","id":"60","title":"Folder Structure"},"61":{"body":"","breadcrumbs":"Implement an advanced project » Microservice or Monolithic » Microservice or Monolithic","id":"61","title":"Microservice or Monolithic"},"62":{"body":"","breadcrumbs":"Manage replica » Manage replica","id":"62","title":"Manage replica"},"63":{"body":"One of the biggest challenges for implementing data retrieval capability in Lesan was when the customer requested dependencies of a table with more than two levels of penetration in depth. Let us review the previous methods before explaining Lesan's method.","breadcrumbs":"Receiving Data » Receive data","id":"63","title":"Receive data"},"64":{"body":"Many of the current structures for interacting with server-side applications require multiple requests to be sent to the server to receive a set of information related to each other. Also, due to the mismatch between the sent information and the customer’s needs, much of the sent information will be unused and will waste resources and bandwidth. The first problem is known as under-fetching, meaning that the received information is less than what is needed and requires a resend request to the server. This causes the number of server-responsive requests per unit time to decrease and its processing load to increase. The second problem is known as over-fetching, meaning that the customer only needs a specific part of the information, but the server sends other data in a table regardless of their needs. This problem causes additional bandwidth occupation and increases data exchange time. Facebook has introduced a new concept called GraphQL to solve these problems to some extent. This idea is very creative and practical but also comes with problems and challenges.","breadcrumbs":"Previous methods and the main challenge » Previous methods and the main challenge","id":"64","title":"Previous methods and the main challenge"},"65":{"body":"Given that GraphQL is a language for describing data models and how to request them, in addition to the implementation of the usual server program, there is also a need for a dedicated implementation of GraphQL. This violates one of the fundamental principles of programming, which is \"Don't repeat yourself\" (DRY) , and forces developers to learn the descriptive language specific to GraphQL, which is GQL. # This Book type has two fields: title and author\ntype Book {\ntitle: String # returns a String\nauthor: Author # returns an Author\n} type Mutation {\naddBook(title: String, author: String): Book\n} After the data model is described in GraphQL, for each request sent to the server, there is a need to parse and analyze the descriptive texts, which also has overhead processing. One of the things that is managed in GraphQL is sending data along with their relationships. However, the depth and type of relationships requested are not easily manageable, which causes non-optimal requests to be sent to the server. GraphQL is a general-purpose descriptive language and has not been optimized for a specific database. In fact, this tool has no view of what implementation has been done in other structures and certainly no specific optimization has been made on it. Sending a request in GraphQL is not in common and popular formats such as JSON, and this factor makes sending a request with many current tools a complex matter. Also, in GraphQL, the common standards for requests have not been used on the web and new concepts such as query, mutation, etc. have been created (this has both advantages and disadvantages).","breadcrumbs":"Previous methods and the main challenge » GraphQL Problems","id":"65","title":"GraphQL Problems"},"66":{"body":"The idea of connecting client-side nodes to the backend in Lesan is inspired by GraphQL, but in Lesan we tried to make this connection simpler and more practical so that we can solve the problems mentioned above. We focused on three points to do this: We do not add any language to the client and server (such as GQL language in GraphQL). Instead of implementing complex logic to filter fields selected by the user, we use the logic implemented within databases (here Aggregation in MongoDB). Because algorithms implemented within databases have more scalability and efficiency due to direct data communication. We store all relationships in data as embedded to reduce the amount of requests sent to the database. Let’s create descriptive information for different types of data and how they are embedded in server-side logic so that we can create more efficient data models in the NoSQL style. We can also simplify data management in the database without changing the information.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Lesan's solution for how to communicate between the server and the client","id":"66","title":"Lesan's solution for how to communicate between the server and the client"},"67":{"body":"In the first step, we tried to organize the data structure because we intended to use NoSQL databases and at the same time we needed to have structured data like SQL both at runtime and during development to simplify the management of embedded data as much as possible. We divided the relationships into two types of simple (inrelation) and complex or impossible (outrelation) for embedding. We stored simple relationships completely and stored complex relationships only in the number that could be returned in the first request (first pagination). We exactly left the data retrieval management to the client as MongoDB had defined it, that is, sending an object with a key (data name) and a value (0 or 1) to the client. We found a creative way to produce Aggregation Pipelines in MongoDB so that fewer documents are requested when receiving data as much as possible. We allowed the client to see all the models and functions written on each model and choose them in the same object sent. We allowed the client to see the output of each function written for each model along with the exact depth of its relationships that had previously been determined by the server-side programmer in a type-safe manner to make it easier to create the sent object. We created an ODM to simplify the process of receiving data along with its relationships and also to manage the repetitions created from embedded relationships within this ODM so that the server-side programmer writes less code. We prioritized input data validation and created a process for the server-side programmer to create a validator for each function written on each model so that we can run that validator before executing the function. In this validator, recursive data management along with the depth of penetration into the relationships of each model must be explicitly specified. Let us clarify the issue with an example: Let’s consider a schema named country with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; And also a schema for the province with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncenter;\ncountry;\ncities; And also a schema for the city with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncountry;\nprovince; The capital field in the country and the center field in the province are of type city and we completely embed them. This form of relationship is a simple relationship and we call it inrelation, which ultimately is a single object of the pure city fields (inrelations can also be multiple and be an array of objects) which is defined as follows: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false },\n}; All country relationships do not end here. This schema also has a relationship with the province and city. With one simple question, we can complete the country’s relationships: Is the number of provinces that we are going to keep inside the country too high? (i.e., if it is an SQL database, do we store the province key inside the country?) Answer: No, the number of provinces is limited and we can store all provinces inside the country schema. So this relationship is also inrelation. Therefore, the above object should be created in this way: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false }, provinces: { schemaName: \"province\", type: \"many\", optional: true },\n}; Another relationship we have in the country is the city, how do we define it? There are many cities in a country and we cannot store all the cities in a country schema. So this is a complicated relationship with a large number, we define it as outrelation that the process of defining it requires more information to know exactly what amount and what data we are going to embed, we add that information in the sort key. countryOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We also define the remaining fields of the country that are specific to it and are not related to any relationship as pure fields. countryPure: { name: string(), abb: optional(string()), ... } For the province, it is the same way: provinceInrelations = { center: { schemaName : \"city\", type: \"one\" }, country: { schemaName: \"country\", type: \"one\" }}\nprovinceOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \" _id\", order: \"desc\", type: \"objectId\"}}}\nprovincePure: { name: string(), abb: optional(string()), ... } And for the city, it is the same way: cityInrelations = { country: { schemaName: \"country\", type: \"one\" }, province: { schemaName: \"province\", type: \"one\" } }\ncityOutrelation = {}\ncityPure: { name: string(), abb: string() , ... } If you pay attention, every relation that is kept as inrelation in a schema, the related schema has also stored this schema as outrelation. It is worth noting that we save this form of defining schemas in the integrated runtime in an object called Schemas. We will discuss its structure further. But what is stored in the database is the initial form that we showed earlier. It means for the country: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; The amount of pure fields is known. And the value of the fields that are of the relation type of schemas will be in the form of objects of the pure type of that relation. That is, for example, for the country: {\nid: \"234fwee656\",\nname: \"iran\",\nabb: \"ir\",\ndescription: \"a big country in asia\",\ngeoLocation : [ [12,4], [32,45], ... ],\ncapital : { id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ]\n},\nprovinces : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ] }, { id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the provinces\n}],\ncities : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ] }, { Id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans cities\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the number limit for the first paginate\n}], Now the user can filter and receive all the fields of a schema along with the first depth of its relations by sending only one request to the database. This request is performed based on the process of projection in MongoDB according to the values of fields being one or zero. Without our framework having any involvement in this process. And without us writing an additional layer to filter the requested fields in it. (The process and form of this request will be explained later.) If the lower fields of a country’s schema are requested in a request, not only all the requested information will be received and returned to the user with one request to the server but also with one request to the database. If the following fields are requested from the schema of a country in a request. Not only with a single request to the server but also with a single request to the database, all requested information will be received and returned to the user: getCountry → id: 1 Name: 1 abb: 1 decsription: 1 capital → id: 1 name: 1 abb : 1 provinces → id :1 name : description : 1 cities → id : 1 name : 1 abb : 1 If a user penetrates more than one level of depth, what should be done? For example, if they request provinces for a country, they may also want its cities from within the provinces. Let’s examine what happens in SQL databases before we explain the Lisan framework solution: First of all, we run a query to find the country, because we have the country ID, we run an indexed query. After that, we run a query to find the capital, because we have its ID stored in the country, we run an indexed query. Then we send a query to find the first paginate of provinces. If we have stored the ID of all the provinces of a country inside it, we run an indexed query. Otherwise, we must send an unindexed query with the country ID filter found. Continuing with the example, if we had found 35 of the first paginate provinces. We should send a non-index query with a province ID filter for each one on each city and find the first paginated cities for each of the provinces. (For example, 50 for each province, which means 50 times 30) Finally, to find the first paginate cities for this country too, we need to send a non-index query with the ID filter of the found country on the city table You saw that the process was very complicated in SQL, now let’s see how the same process is done in Lesan . In the previous section, we mentioned that to get a country along with the first depth of its relationships (i.e., capital, states, and cities), we only send an indexed query to the schema of the country and receive all the information. Now we only need to receive information about cities for each province. To do this, while we have access to the information of the provinces, we send an indexed query to receive the provinces again. Because of the concept of outrelation, we are sure that the information of cities is stored within provinces. Therefore, by receiving the provinces again, we will also receive the information of cities. This will have two advantages for us. First, instead of sending a non-index query to the city, we send an index query to the province because we have received the province IDs in the first query.The second advantage is that instead of receiving a large number of cities, we have only received a few provinces. (For example, in SQL, the number of requested documents from the database is equal to 1 + 1 + (35 * 50) + 50. But in the Lesan method, only 1 + 35 documents have been requested.) Now imagine what would happen if more depth and relationships were requested? This is the Achilles' heel of projects written with GraphQL.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Proposed Method","id":"67","title":"Proposed Method"},"68":{"body":"As you noticed in the above example, if we can store all the dependencies of a table inside it, we can significantly reduce the number of requests sent to the database. This number is remarkably large. For example, in one of the best cases, if we have a table with 10 dependencies, each dependency is related to 10 other tables and all relationships are many-to-many. If we want to receive a list of 50 items from that table along with 2 steps of penetration into its relationships with one request, in SQL we should send 50 _ 10 _ 50 _ 10 which is equivalent to 250000 (two hundred and fifty thousand) requests sent to the database. But in Lesan all this data is collected with only 50 _ 10 which is equivalent to 500 requests sent to the database.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Why duplicate data?","id":"68","title":"Why duplicate data?"},"69":{"body":"Imagine a news database. We need a table for the authors and another table for the news written. Usually, at the end of each news, the name and some information of the author of that news are also included. If we place the information we need for the author of that news inside the news at the time of creation, we will not need to send a separate request to the database to receive the information of the author of that news when reading each news. But the problem arises when the author updates their information. For example, if they change their name from Ali to Ali Akbar. In this case, we have to update all the news written by that author. If this author writes an average of 10 news per day and works on this news website for more than 5 years, at least 18250 documents in the database must be updated. Is this cost-effective? In general, and in most cases, it can be cost-effective because news can be read more than a few thousand times a day and on the other hand, each author only changes their information once a year. Therefore, updating 18250 documents once a year is much less expensive than reading information from two different tables millions of times a day. Moreover, we have created a different solution for updating these repetitions called QQ, which updates them based on the amount of hardware resources used by the server side in different time periods and based on the value of the data. This process will be fully explained below.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » The Ratio Of Creation And Update To Data Retrieval","id":"69","title":"The Ratio Of Creation And Update To Data Retrieval"},"7":{"body":"Every model needs at least one act as an access point to communicate and send or receive data. For adding an act to countries please add the following code before coreApp.runServer: const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); We need to import object function ActFn type from lesan","breadcrumbs":"Getting start » Add an access point","id":"7","title":"Add an access point"},"70":{"body":"As you have seen, data duplication reduces the number of multiple requests to the database, which affects both the speed of receiving data and the way SSG content is created. In addition, the number of methods for receiving embedded data in these databases (especially aggregations in Mongodb) makes managing and filtering this data easier.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why noSQL?","id":"70","title":"Why noSQL?"},"71":{"body":"We had two ways to achieve the best performance: We would generally design a database from scratch to achieve at least the following points: give what we receive from the customer on the client side to the database so that we do not have any additional processing for analyzing the request. Embed all relationships at least to one level. In order to receive data from the database with any degree of penetration into the depths of relationships with only one query Among the available databases, let’s go for one of them and bring all our structures in line with it. Implementing a new database, although attractive, is infinitely time-consuming and requires a lot of time and cost to mature and become usable. Among the available databases, Mongodb met all our needs for at least three reasons: Mongodb is a NoSQL database and that’s exactly what we were looking for. The process of selecting recursive fields from this database, namely projection, is a standard object with the field name key and a value of zero or one, and we could ask the same object from the customer on the client side without any processing and send it to the database. And the key point was the creative idea of aggregation, because we could penetrate into the depths of relationships by sending only one request for any amount of data we wanted. It was enough to create helper functions for building request pipelines in this way. Let’s examine how to create a Pipeline for filtering and selecting data in Mongodb aggregations with an example: Consider the schemas we had for the country, province, and city tables, and now we want to receive a list of 25 provinces along with the country and cities of that province with one request. The Pipeline we create will be like this (the Pipeline that needs to be created for Lesan will be slightly different, which we will discuss later): provinces.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 }, }, },\n]); Now if we create the same Pipeline for a project that has been created with Lesan, it will be as follows: states.aggregation([ \"$project\": { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 } }\n]); Yes, we send an empty Pipeline because all relationships are embedded in Lesan and we only send the projection to select the requested fields. But what happens if we penetrate one more level deeper into the relationships? For example, let’s request the provinces of countries again from within the countries and request the country of that city again from within the cities (it is true that this example is unrealistically funny, but we implement it only for comparison so that the concept can be easily conveyed). In the usual case, the Pipeline will be like this: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"state\", localField: \"country.states._id\", foreignField: \"_id\", as: \"country.states\", }, }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $lookup: { from: \"country\", localField: \"cities.country._id\", foreignField: \"_id\", as: \"cities.country\", }, }, { $unwind: { path: \"$cities.country\", preserveNullAndEmptyArrays: true } }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); But the project created with Lesan will create a Pipeline as follows: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); If you notice, we have no Pipeline to get the provinces inside the country because we know that in Lesan all relationships are stored in an embedded way and if we have the country with its relationships, we have definitely stored the last 50 provinces of each country inside it in an embedded way. So while we store the country as Pure and without relationships in the axis of each province and have it, we receive it again with a Pipeline.Now, instead of 50 _ 50 + 50 documents (if we have requested 50 provinces per country by default), we only receive 50 documents (the country where the provinces are embedded). Now imagine that if, for example, the last registered restaurants in each country were also requested in this query, usually 50 _ 50 + 50 * 50 + 50 documents would have to be requested, but with Lesan, the same document received for each country will also have a list of the last 50 restaurants and we only request those 50 documents instead of 5050 documents. And as each relationship is added, these numbers will get further apart from each other. The same policy applies to cities in relation to the country. The only difference is that here 50 provinces are requested, each province wants the last 50 cities and each city has a relationship with a country that has been requested and we have to receive 50 _ 50 + 2500 documents which with Lesan we have reduced this number to 50 _ 50 documents. Another point to note is that the Pipeline created in the last stage in Lesan is very similar to the Pipeline created in the normal state in the first stage, only the Projection field in these two Pipelines is different.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why Mongodb?","id":"71","title":"Why Mongodb?"},"72":{"body":"We faced a problem with repeated data updates and said that we have created a process to send data to smaller parts for updates in different time periods. In the same example of the news agency mentioned above, we can divide document updates into several sections based on different criteria. For example, we can update newer news (e.g., the past 2 months) immediately and put older news in a queue for updating. For this purpose, we have created an entity language called Query Queue or QQ, which is an object of all commands that are to be sent to the database for data change. The existence of this object allows us to manage updates. For example, if there are millions of updates to be made, we divide them into smaller parts. Depending on the amount of server hardware resources involved, we send a small part for updating to the database. We check the server hardware resources again and if the server is not involved in heavy processing, we send another part for updating. In this classification, in addition to dividing the number of requests, we can also reduce the number of requests by comparing changes. For example, the author above changed his name from Ali to Ali Akbar once and changed his interests from reading to reading and sports a few hours later. Now we have two commands for data modification that can be sent to the database together. Therefore, we can merge these requests and then send them. If we consider this classification as a compartment for storing data modification commands, we can also use it to verify the consistency of repeated data. And if for any reason any part of the data encounters problems, we can use this compartment to find and correct those problems. We can also use artificial intelligence to manage changes in this queue, which will be explained in the relevant section.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Queuing data changes","id":"72","title":"Queuing data changes"},"73":{"body":"Content on the internet is usually divided into three parts: CSR or Client-Side Rendering, SSR or Server-Side Rendering and SSG or Static Site Generation. CSR content is usually created by JavaScript frameworks on the client side, which is why search engines cannot easily understand them. SSR content is processed on the server side and is easily understandable by search engines. However, to create this content, the server must be involved in processing them each time. The best contents for publishing on the web are SSG contents because they are completely understandable by search engines and the server will not be involved in processing their data. Static contents can be placed on CDNs (Content Delivery Networks) and requests for this content can be returned from the stored location on the network before it reaches the server. To understand the popularity of SSG content, you can refer to popular JavaScript frameworks such as Gastby and NextJS. One of the biggest problems with creating SSG content is the complexity of the data model. As the number of requests for data from the database increases, the amount of content that can be converted to SSG decreases. Because to create SSG content, the number of requests to the database must reach zero in order to produce static content. Lesan’s framework has simplified the conditions for creating SSG content by reducing the number of requests to the database. On the other hand, by dividing the content into two parts, dynamic and static, and creating a database inside RAM that is managed by processes similar to Redux, there will be more concentration on the processes of creating and requesting SSG content. In addition, Lessen only updates SSG content when a data has changed. Unlike the process that is usually used in NextJS or Gastby, which uses time periods to create and update SSG content due to lack of awareness of data changes. In this way, a specific time is determined in advance (for example, one day) to generate SSG content, and when that time ends, they send a request to the server to receive the content again and convert it to SSG and repeat this process. This cycle has two major problems: first, it is possible that the data has not changed and an unnecessary processing task is imposed on the server which can cause problems if the number of these requests on the server increases. And the second problem is that it is possible for the content on the server to change and it may be necessary to quickly update that content everywhere, including places where SSG content is stored. But in current processes, we have to wait until the time we have set in advance ends and send another request to the server to update the SSG content. Returning to the example of a news agency, if this website intends to convert its news to SSG content, it will face both of the above problems. On the one hand, the process of generating SSG content may be performed for many news items that have not changed, which creates an unnecessary processing load for the server. On the other hand, it is possible that a news item has been mistakenly converted to SSG content and the news agency wants to remove it quickly, but we have to wait until the end of the specified time for that content to disappear. Also, someone has to request this news after the end of this time. For these two simple reasons, many websites prefer to process their content in SSR form. But how can we create SSG content only when data changes in the main database? This can be easily done with Lesan.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » CSR, SSR or SSG content","id":"73","title":"CSR, SSR or SSG content"},"74":{"body":"The next issue is how to penetrate the depths. In GraphQL, you have very complex solutions to manage it , but in Lesan, this issue does not exist by default because in projects written with Lassan, the server-side programmer must determine the depth of the relationships of each accessible point from the program before writing any accessible point. Let’s take a look at implementing a small project with Lesan to clarify the matter. In Lassan, starting a project will be like this: First of all, we create an app with the Lesan framework, for example (this sample is written in TypeScript): const ecommerceApp = lesan(); We write the model we want for the software using the pure - inrelation - outrelation method and add it to our ODM application. Like this (consider the same information we mentioned in the above example for country and cities): const statePureObj = { id: optional(any()), name: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), abb: optional(string()), description: optional(string()),\n}; const stateInRel = { country: { schemaName: \"country\", type: \"one\", optional: false, }, cities: { schemaName: \"city\", type: \"many\", optional: true, },\n}; const stateOutRel = {}; const states = () => ecommerceApp.odm.setModel( \"state\", statePureObj, stateInRel as Record, stateOutRel as Record ); Now we create a function for this model and add it to our application actions (in fact, this action is available to the customer side user to call it) like this: const addStateFn: ActFn = async (body) => { const { set: { name, enName, countryId, geometries }, get, } = body.details; return await states().insertOne({ doc: { name, enName, geometries, }, relation: { country: new ObjectId(countryId) }, get, });\n}; In the Method written for insertOne in Lesan’s ODM, the input get is also received and returned using the aggregation method. The input relation also receives the relationships of the selected model and finds the pure information of all relationships based on the information we have given it before and stores them in an embedded form. Now we write a validator for this function as follows: const addStateValidator = () => { return object({ set: object({ countryId: string(), name: string(), enName: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), }), get: selectStruct(\"state\", 2), });\n}; As you can see, the validator function addState has an object with keys set and get. The set key is used for information that we need to add state, and as you saw in addStateFn, this information has been used. But the value of the get key is what we need to penetrate into its depth. This value must be an object of a model that accurately specifies the degree of penetration into each of the relationships of that model (here in addStateFn). Here the get key is generated by a function called selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: { country : { state: 2 }, cities: 1 } As a result, an object will be produced as follows : { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), country: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }, cities: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }\n} This object is used for validating the data sent from the client to the server. With this method, we have accurately and separately determined the depth of penetration for each function. If you notice, the key “get” is exactly similar to “projection” in MongoDB and after validating this object, we send it to the database without any changes to receive the data. Besides, we can inform the customer side of all the details of the written requests on the server. As a result, even before sending a request on the customer's side, we can understand what information needs to be sent and what information we can receive. Finally, we add this function and validator to our software with the setAct function. ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"state\", fn: addStateFn, actName: \"addState\", validator: addStateValidator(),\n});","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Penetration Into Depths » Penetration Into Depths","id":"74","title":"Penetration Into Depths"},"75":{"body":"","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice","id":"75","title":"Microservice"},"76":{"body":"There are different processes for implementing microservices around the world. However, in general, each service must have a separate and unique logic and data model with the least amount of dependency on other services. Therefore, the team working on each service can think independently about developing their software. Ultimately all services want to send and/or receive information from other services. If the data models are very different from each other, separate logic must be written for each data to be coordinated. In some microservice development models, it is preferred that the data model designed for services be as consistent as possible because different services can have many common features. Consider an ERP as an example. We have a service for accounting, a service for warehousing, and a service for running a store. All three of these services work with an entity called a product. Changing the product entity in any of these services affects the other services as well. For example, if a product is sold, the warehouse must be notified so that it can replace it in the store in time, and accounting must also have sales information to do its job. Therefore, if the product entity is consistent across all three services, writing server-side logic will be easier. In this type of microservice development, there is usually a senior programmer who knows about all three services and designs their models. This procedure will somewhat reduce the independence of services but ultimately create less trouble for development. Another problem that arises in microservices is the lack of data consistency. Take the same ERP example. If a product is sold but not registered in the accounting service or removed from the warehouse but not registered in the store, it will cause data inconsistency. To reduce these inconsistencies, a tool called a message broker is recommended. With this tool, all messages that are supposed to be exchanged between two services are sent to an independent service and stored there. If a service does not work properly, messages are not lost and as a result, data always remains consistent and coordinated. The next issue in microservices is the distribution of server-side hardware resources. If we have a large number of services, managing the processors of these services will be complicated and we will need many tools to analyze requests so that we can know the amount of hardware resources involved in running each piece of code. In addition, the exchange of messages between services is also an additional processing load that must be performed. Also, the repetitions created from the data require not only additional space for storage but also the need to write parallel logic because each logic processes a separate data. However, the main problem in distribution of processing load arises at the time of horizontal load division. If the data is integrated in one place, managing the distribution of processing load will be simple but when each service has its own database and processing load and at the same time needs other service data, distribution of processing load for it requires considering these dependencies. Given the limitations of vertical load division, removing obstacles to horizontal load division is essential. Lassan offers small solutions for implementation of microservices that can reduce their implementation complexity. It also proposes a new process that has an architecture between microservices and monoliths that will be explained later.","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice process implementation","id":"76","title":"Microservice process implementation"},"77":{"body":"As mentioned in the above section, Lesan is a collection of models and actions created for those models. But in fact, these models are placed inside another object called contentType. contentType includes two other objects called dynamic and static (which will be explained later). contentType itself is also placed inside another object called main or any other service that is active in this process. All the information available in the main key can be obtained with the getMainActs function. All functions created with the setAct function are stored by default inside the main object. But there is another function called setService. With this function, we can add another service to our project. After adding a new service, we can access it by sending an object from the client side that has a service key. The setService function has two inputs: the first input is the name of the service and the second input can be obtained in two ways: As a string, which is actually the address of access to another service. As another object, which is actually the output of the getMainActs function in another service. If the second input is a string, http or grpc methods are used to communicate with it, and if it is an object, that other service comes up as a plugin on this current service. As a result, we can manage a project both as a monolith and as a microservice at the same time.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Lesan solution","id":"77","title":"Lesan solution"},"78":{"body":"To create a model in Lesan, it can be expanded based on another extensive model so that it has nothing more than that and can only have some of its keys. Therefore, we can create a database for all services along with all models that have all the necessary keys in all services. Then each service defines its own model separately based on the integrated database model and takes some of its required keys from that main model. Given the way models are written in Lesan (model implementation based on a schema validator), we can have a common database and at the same time each service can validate its own data based on the expanded model of the comprehensive and original model. Also, it is possible to move models and actions written in Lesan, and we can easily have each service’s database separately or simultaneously with other services. On the other hand, NoSQL databases are usually schemaless and any shape or form can be given to data in the database. Lesan is currently developed based on MongoDB. If we can put all service models in a comprehensive database, we can prevent data duplication and we no longer need to write parallel logic to manage this duplication. In addition, we do not need any tools for synchronization or writing separate logic to standardize data. Finally, we can also take advantage of the ease of horizontal distribution of NoSQL databases without worrying about data consistency. Consider the following example: Suppose we have several services named core - ecommerce - blog and so on, all of which have a model for users named user. We can create a model of the user that has all the fields of all these services and share it among all services, like this: import { any, array, boolean, date, enums, InRelation, number, object, optional, OutRelation, string,\n} from \"../../../deps.ts\"; export const level = enums([\"Admin\", \"Editor\", \"Author\", \"Ghost\", \"Normal\"]);\nexport const gender = enums([\"Male\", \"Female\"]); export const addressObj = object({ addressId: string(), countryId: string(), stateId: string(), cityId: string(), addressText: string(), location: optional( object({ type: string(), coordinates: array(array(number())), }) ),\n}); export const pureUserObj = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; export const userInRel: Record = {};\n// TODO how c\nexport const userOutRel: Record = { blogPosts: { schemaName: \"blogPosts\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; Now, for example, we create a model of the user for ecommerce as well and write its fields in such a way that it does not have anything more than the shared user model, like this: import { ecommerceApp } from \"../../../../../apps/ecommerce/mod.ts\";\nimport { any, array, boolean, date, InRelation, number, optional, OutRelation, string,\n} from \"../../../deps.ts\"; import { addressObj, gender, level, pureUserObj as sharedPureUserObj, userInRel as sharedUserInRel, userOutRel as sharedUserOutRel,\n} from \"../../shared/mod.ts\"; const userPureObj: Partial = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; const userInRel: Partial = {}; const userOutRel: Partial = { // blogPosts: { // schemaName: \"blogPosts\", // number: 50, // sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, // }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; export const users = () => ecommerceApp.odm.setModel( \"user\", userPureObj, userInRel as Record, userOutRel as Record ); Now we can connect them to a common database while several services continue their work independently, provided that the data validation of the schemas works independently for each service and only understands its own data. You can see a complete example of this type of microservice implementation here.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » A suggestion for microservices (an architecture between microservices and monolith)","id":"78","title":"A suggestion for microservices (an architecture between microservices and monolith)"},"79":{"body":"As explained in the section “Why data duplication” above, machine learning will be used in Lesan to manage the repetitions created in the data. In this way, a weight is given to each content according to different criteria, and if a request is made to update that content within QQ, changes are sent to the database according to the weight of the content. These weights can be feedback rate of the content, the amount of sharing it has, its dependencies or dependencies that other contents have on it, the time of content creation, whether it is related to the public or an individual and so on. Also, artificial intelligence and machine learning can be used to integrate and standardize commands within QQ. In this way, if we find several requests to update a schema that have been registered, we can merge them together. Artificial intelligence suggestions can be used to optimize the data model to better manage how dependencies are placed. This will minimize the amount of processing and speed up the receipt of information.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Artificial intelligence","id":"79","title":"Artificial intelligence"},"8":{"body":"As you can see, to add an act to country, we need to use the setAct function in coreApp.acts. This function receives an object as input that has the following keys: schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. fn is the function we call when a request arrives for it. validator is a superstruct object which is called before calling the act fn and validating the given data. Validator includes set and get objects. An optional key named validationRunType that receives the values of assert and create and determines the type of validator run so that we can create data or change previous data during validation. You can read about it here . There is another optional key called preAct which receives an array of functions. These functions are executed in the order of the array index before the execution of the main endpoint function. With these functions, we can store information in the context and use it in the main function, or not allow the main function to be executed. We mostly use this key for authorization and authentication. You can think of that key as middleware in Express. Like preAct, there is another optional key called preValidation. which, like preAct, receives an array of functions and executes them in order before executing the validation function. There is a context inside Lesan, which is available by contextFns.getContextModel() function. And we can share information between the functions of an Act like preAct, preValidation, validator and fn through this context. By default, the body and header of each request are available in this context. In addition, the fn function receives an input called body, which is the body of the sent request. If we have changed the body in the context. The body entered in fn function will be updated and changed.","breadcrumbs":"Getting start » The setAct function","id":"8","title":"The setAct function"},"80":{"body":"Let's create a simple web server with deno: You can find a complete implementation of this example here . First of all, create a mod.ts file and import the latest version of lesan and assign it to a constant variable called coreApp: import { lesan } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); Please select the final version of Lusan from here and replace xxx with it. Before anything, let's connect a database to our app, so add a new MongoDb instance to your code. First, import MongoClient from lesan: import { lesan, MongoClient } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and create a database instance via new MongoClient: const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/${your_database_name}\"); const db = client.database(\"core\"); We should set up the ODM with a new database instance: coreApp.odm.setDb(db); As we have said before, to create a model, we need to define its pure fields with the name of pure and the relations of that model in two types of inrelation and outrelation. pure is merely a simple object with key of string and a value similar to SuperStruct structure. inrelation represents an array or a single pure object of another MongoDb collection, we want to embed in the current document. In SQL modeling, for every relation we save the key or id which we call inrelation. As an example, we have a blogPost which has a creator from the user collection and we save the pure model of the user in the blogPost collection. outrelation specifies a relation for a specific collection but it could contain an unbound set of data that could outgrow the 16MB limit size of a document in MongoDB. Thus we do not even save its key or id in SQL modeling. For example, we have a user entity who writes many blog posts and we save for example an array of pure objects of blogPost in order of the date published for the first pagination in the user collection containing the latest 50 blog posts. Now let's get our hands dirty and create the user and country schemas: First import string number optional InRelation and OutRelation from lesan : import { InRelation, lesan, MongoClient, number, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and then create the schema shapes: const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We should set the schema in coreApp: const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); At this point, we need to have some endpoints to call from an HTTP request, so let's write some endpoints. For creating an endpoint, we need to set the act from coreApp.acts.setAct function which requires type schema actName validator and fn. The type is just an enum of two possible options namely, static and dynamic. schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. a validator is a superstruct object which is called before the act fn calling and validation the given data. validator includes set and get objects. fn is the function we call when a request for it arrives. The following is an one example of act: Before creating act, import object and ActFn from lesan: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and the act will be in the following form: const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); The last thing we need is just to run the web server: coreApp.runServer({ port: 8080, typeGeneration: true, playground: false }); When typeGeneration is set to true, it creates a declarations folder with some typescript typings we need in the project. Now run this command in the terminal: deno run -A mod.ts If the web server comes up correctly, you will see the following message: We are all set and now we can send a POST HTTP request to http://localhost:8080/lesan, include the following in JSON format inside the body in order to retrieve the desired data: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"user\", \"act\": \"addUser\" }, \"details\": { \"set\": { \"name\": \"Seyyedeh Sare Hosseini\", \"address\": \"Iran, Hamedan\", \"age\": 5 }, \"get\": { \"age\": 1, \"address\": 1 } }\n} The working of projection for retrieving data is fundamentally based on MongoDb Projection . The coreApp.schemas.selectStruct function can limit the projection based on your schema relationships and prevent an infinite loop in retrieving data. After running the server with typeGeneration set to true, the declarations folder is created and you can import userInp from generated type and make coreApp.schemas.selectStruct(\"user\", { country: 1 }) type safe: import { userInp } from \"./declarations/selectInp.ts\"; const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; The following is the full example of what we have discussed so far: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); coreApp.odm.setDb(db); const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const createdCountry = await countries.insertOne(body.details.set); return await countries.findOne({ _id: createdCountry }, body.details.get);\n}; coreApp.acts.setAct({ type: \"dynamic\", schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 8080, typeGeneration: true, playground: false });","breadcrumbs":"Starting work with Lesan » Starting work with Lesan","id":"80","title":"Starting work with Lesan"},"81":{"body":"Lesan provides the capability to create independent services which follow the distributed architecture for your system. Follow the below instructions in order to create a microservice example: Move the mod.ts file to core/mod.ts and create another file in ecommerce/mod.ts and place the following code in it: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const ecommerceApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); ecommerceApp.odm.setDb(db); const warePure = { name: string(), brand: optional(string()), price: number(),\n}; const wareTypePure = { name: string(), description: string(),\n}; const wareInRel: Record = { wareType: { schemaName: \"wareType\", type: \"one\", },\n}; const wareOutRel = {}; const wareTypeInRel: Record = {}; const wareTypeOutRel: Record = { wares: { schemaName: \"ware\", number: 50, sort: { field: \"_id\", order: \"desc\" }, },\n}; const wares = ecommerceApp.odm.setModel( \"ware\", warePure, wareInRel, wareOutRel\n);\nconst wareTypes = ecommerceApp.odm.setModel( \"wareType\", wareTypePure, wareTypeInRel, wareTypeOutRel\n); const addWareValidator = () => { return object({ set: object(warePure), get: ecommerceApp.schemas.selectStruct(\"ware\", { country: 1 }), });\n}; const addWare: ActFn = async (body) => await wares.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"ware\", actName: \"addWare\", validator: addWareValidator(), fn: addWare,\n}); const addWareTypeValidator = () => { return object({ set: object(wareTypePure), get: ecommerceApp.schemas.selectStruct(\"wareType\", 2), });\n}; const addWareType: ActFn = async (body) => await wareTypes.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"wareType\", actName: \"addWareType\", validator: addWareTypeValidator(), fn: addWareType,\n}); ecommerceApp.runServer({ port: 8282, typeGeneration: true, playground: false }); Now we have to create servers, one for the core on port: 8080 and another server for ecommerce on port: 8585. Then let's implement ecommerce as a microservice in core. It can be done quite easily by just adding these lines of code before coreApp.runServer(...). coreApp.acts.setService(\"ecommerce\", \"http://localhost:8282/lesan\"); Now execute deno run -A mod.ts in both of core/ and ecommerce/ folders until you could see the following message in your terminal: /on core : HTTP webserver running. Access it at: http://localhost:8080/ and on /ecommerce : HTTP webserver running. Access it at: http://localhost:8282/ You can now send an HTTP POST request for adding wareType which belongs to the ecommerce service on the http://localhost:8585/lesan endpoint with the following JSON in the request body: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} And even add wareType by sending an HTTP POST request to http://localhost:8080/lesan which is for core service with this JSON on request body : { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} and even better you can export all ecommerce actions with just one line of code. Thus, add the below code before ecommerceApp.runServer(...) in ecommerce/mod.ts and comment the runServer line. export const ecommerceActs = ecommerceApp.acts.getMainActs();\n// ecommerceApp.runServer({ port: 8585, typeGeneration: true, playground: false }); Now import ecommerceActs in core/mod.ts: import { ecommerceActs } from \"../ecommerce/mod.ts\"; and change coreApp.acts.setService to : coreApp.acts.setService(\"ecommerce\", ecommerceActs); Now we have all the ecommerce actions, even without running the ecommerce server and sending addWareType request to the core service for creating wareType. If you want to see your actions, simply use this line of code anywhere in your code: const acts = coreApp.acts.getAtcsWithServices(); console.log();\nconsole.info({ acts }, \" ------ \");\nconsole.log();","breadcrumbs":"Starting work with Lesan » Microservice Architecture with Lesan » Microservice Architecture with Lesan:","id":"81","title":"Microservice Architecture with Lesan:"},"82":{"body":"Above, it was said briefly about schemas; In general, each schema includes: pure, inrelation, outrelation, embedded and struct, which is enclosed in two types, dynamic and static, and is included in another object called service. By default, the service object has the main key. And by adding other microservices, other keys will be added to it. We have used the superstruct library to create a pure structure in each schema; As a result, these values can be used for each field: https://docs.superstructjs.org/api-reference/types","breadcrumbs":"Structures » Schemas » Schemas","id":"82","title":"Schemas"},"83":{"body":"As mentioned in the previous section, pure include the pure features of a schema. In fact, the features that are specific to the schema itself, not the relationships it has. For example, the schema of a city has pure features: city ID, city name, its geographical location, and so on. The structure of a pure schema is as follows, which includes a key and its type of feature. export interface PureModel { [key: string]: Struct;\n} for example, the pure features of the city schema are defined as follows: { name: string(), enName: optional(string()), geometries: optional(object({ type: string(), coordinates: array(array(number())), })),\n};","breadcrumbs":"Structures » Pure Structure In Schema » Pure Structure In Schema","id":"83","title":"Pure Structure In Schema"},"84":{"body":"As mentioned in the proposed method section, when schema A has a relationship with schema B, we store the pure values of schema B in the form of embed in schema A. The relationship inrelation is divided into two types of single and multiple. If it is single, inrelation will be an object. If it is multiple, it will be an array of objects. The important issue is how many pure objects we can store in relation as embed? We have no limitation for this issue in Lesan but MongoDB database has a limitation of 16 megabytes for each BSON document. Since the number of our relations may not end up with one relation, it is better to consider a limitation ourselves. For example, if the total number of documents we want to embed is less than 100, we consider this relationship as inrelation. If the number is more than 100, we define this relationship as outrelation. The outrelation will be explained later. The structure of the inrelation relationship is as follows: export interface InRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: \"one\" | \"many\";\n} In this structure, SchemaName is the name of the schema that schema ‘A’ is associated with. Type can also have the values one or many. If the relationship is single, type takes the value of one and if it is more, it receives the value of many. For example; As you can see below, the province schema has an inrelation relationship with the country schema, and since each province has only one country, the type of this relationship is single, so type = “one”. And since the number of cities in a province is also very limited. The province schema also has an inRelation relationship with the city, and since its number is more than one, its type becomes many. stateInrelations = { cities: { schemaName: \"city\", type: \"many\" }, country: { schemaName: \"country\", type: \"one\" },\n};","breadcrumbs":"Structures » The InRelation Structure In Schema » The InRelation Structure In Schema","id":"84","title":"The InRelation Structure In Schema"},"85":{"body":"The outerRelation structure is a relationship that has more than the limitation that we have considered by default for the inrelation relationship. In this type of relationship, we try to store a limited number that may be requested in the first request in an embedded way with a special algorithm. The important point is that for the next user request, they can easily send their request to the main schema and receive the rest of the list from there. Ultimately, this will significantly reduce the number of requests sent to the server. For example, the number of cities in a country is usually more than a few hundred cities. Our limitation for the inrelation relationship was one hundred, so we store a limited number of cities within the country as an embedded outrelation relationship. By default, we have considered this limited number to be fifty and have sorted these fifty cities by their creation date and in DESC order. Or in another example, if we consider the user schema and the order schema in a shopping program, each order has a customer who is of the user schema type. Therefore, the user is stored in the order schema as an inrelation relationship of type one and embedded. On the other hand, the user schema is also related to the order schema. The user’s orders may be very large, so we store a limited number of each user’s orders as an outRelation relationship embedded in the user schema. We can even store orders multiple times as an outrelation relationship in the user schema. Once sorted by order registration date and once sorted by order price and … The structure of the outrelation relationship is as follows: export interface OutRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * number of value that we want to keep */ number: number; /** * sort : {field , order} - field of sort , and order of sort */ sort: { field: string; order: \"asc\" | \"desc\"; type: \"number\" | \"date\" | \"objectId\"; };\n} In this structure, schemaName is the name of the schema that schema A is related to. Number is the number of fields we want to keep in this schema, and an object called sort that includes three values: 1- field that we want to sort by. 2- Order type of ascending or descending. 3- Type the type of field we want to sort by.","breadcrumbs":"Structures » The structure of OutRelation in the schema » The structure of OutRelation in the schema","id":"85","title":"The structure of OutRelation in the schema"},"86":{"body":"The embed structure is created at runtime and when the createEmbeded function is executed, it finds all the inrelation and outrelation relationships of all schemas from other schemas and replaces the pure relationship values. If we consider the relationships of a schema as follows: inrelation: {\n\"country\": { schemaName: \"country\", type: \"many\" }, },\noutrelation: { \"orders\": { schemaName: \"order\", number: 50, sort: { filed: \"id\", order: \"desc\" }, },\n}, The structure of the embedded will be as follows: embedded: { \"country\": object({ \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), },","breadcrumbs":"Structures » The structure of embed in the schema » The structure of embed in the schema","id":"86","title":"The structure of embed in the schema"},"87":{"body":"The Struct is also created at runtime and when the createStruct function is executed, it is used to fully validate that schema. The Struct contains the pure properties of a schema and the embedded properties extracted above. For example, the struct for the user schema that has a relationship with country and order is as follows: struct: { name:string(), lastName:string(), \"country\": { \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), }, You can read all the features of the superstruct library here .","breadcrumbs":"Structures » The structure of Struct in the schema » The structure of Struct in the schema","id":"87","title":"The structure of Struct in the schema"},"88":{"body":"Inside the lesan, there is a web server without any dependencies that receives requests and responds appropriately. The structure of this web server is included in a try-catch, so the rest of the written code does not need to be covered with try-catch and it is only necessary to return an appropriate error for each function so that the same error can be sent to the customer side without any unexpected crashes. The structure of the requests that should be sent to the server is a JSON as follows: { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"state\", \"act\": \"getState\" }, \"details\": { \"set\": { \"_id\": \"626fbe6e4b628d43f7e92ae9\" }, \"get\": { \"name\": 1, \"country\": { \"_id\": 1, \"name\": 1, \"states\": { \"_id\": 1, \"name\": 1, \"country\": { \"name\": 1 } } } } }\n} With the service key, we can choose which microservice is going to respond to the request. By default, the value of this field is main. Sending this key is not mandatory. The contents key receives the values dynamic and static. The “wants” key is an object with two keys: model and act. In the model key, the models that exist in the static and dynamic values are selectable and in the act key, the actions that exist in the selected model are selectable. In the details key, there is also an object with two keys set and get. The set key includes all the information that the selected action in the act key needs and the get key includes information that this action is supposed to return to us and we can choose whether to return details with values of zero or one.","breadcrumbs":"Structures » runServer (web server structure) » runServer (web server structure)","id":"88","title":"runServer (web server structure)"},"89":{"body":"In addition to processing the sending structure explained above and delivering the correct information with the correct facilities to the final function, this web server can also process requests that are for downloading or uploading files and ultimately has a context within itself that can be shared between validators and action functions.","breadcrumbs":"Structures » Request processing » Request processing","id":"89","title":"Request processing"},"9":{"body":"In the addCountryValidator function that we wrote for the validator key, we have returned the object function from the Superstruct struct. This object contains two key: set: It is an object in which we define the required input information for each function available on the client side. In the desired function, we can get the set object information from this address. body.details.set. Note that this object must be of Superstruct object function type. get: This key is also a Superstruct object, where we specify what data can be sent to the client. This object is used in such a way that the client can specify what data he needs with values of 0 or 1 for each key. Actually, this object can be like this: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) But as you can see, we have used selectStruct function of coreApp.schemas.selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: get: coreApp.schemas.selectStruct(\"country\", { provinces: { cities: 1 }, createdBy: 2, users:{ posts: 1 } }), As a result, an object will be produced as follows: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), provinces: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), cities: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) }), createdBy: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), livedCity: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), province: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }), }), posts: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), auther: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), }) }) }), users: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), post: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), }) }) }) We directly send the data received from the get key as a projection to MongoDB.","breadcrumbs":"Getting start » The Validator function","id":"9","title":"The Validator function"},"90":{"body":"In fact, every model we create in the database will be one of the dynamic object keys inside the schemas object. Inside this key, for each of the actions written on that model, we create a key and this key also has two other keys. The validator key is executed before the action function and validates the data required by the action before executing its function. The act key is actually the main action function and at runtime will apply the requested changes to the model. The structure of dynamic is as follows: dynamic: { user: { create: { validator: () => { return true; }, fn: (body) => { return result; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, },","breadcrumbs":"Structures » Dynamic structure » Dynamic structure","id":"90","title":"Dynamic structure"},"91":{"body":"The structure of static is exactly the same as the structure of dynamic, except that it stores information in RAM and is usually used to store a parsed page of client-side apps. This has two advantages: first, if a page was supposed to send multiple requests to the dynamic structure, by storing its information in the static structure, we can receive this information by sending only one request to one of the keys set on the static structure models. Second, the stored information inside the static structure is stored in RAM so that it can be created, updated, deleted and retrieved more quickly. The stored information inside the static structure is managed with an immutable state management. Finally, the static structure acts as a cache layer, a layer whose information has an appropriate interaction with the actual data inside the database and can be easily updated and managed. The structure of static is as follows: static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, },\n},","breadcrumbs":"Structures » Static structure » Static structure","id":"91","title":"Static structure"},"92":{"body":"","breadcrumbs":"lesan » lesan functions","id":"92","title":"lesan functions"},"93":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function getSchemas getPureOfMainRelations getSchema getPureSchema getPureFromMainRelations getPureFromRelatedRelations createEmbedded createStruct getSchemasKeys","breadcrumbs":"lesan » schemas » schemaFns » schemaFns functions","id":"93","title":"schemaFns functions"},"94":{"body":"get object of schema @returns all schemas","breadcrumbs":"lesan » schemas » schemaFns » getSchemas » getSchemas functions","id":"94","title":"getSchemas functions"},"95":{"body":"extract pure feature of inrelations schema @param schemaName - name of schema @returns return pure fetaures of schema that we have inrelation with it for example if: inerRelation of schema is equal to \"posts\": { schemaName: \"post\", type: \"many\" },\n}' output of this function is equal to : \"posts\": array({\n\"id\": string(),\n\"title\": string(),\n\"content\": string(),\n}),}","breadcrumbs":"lesan » schemas » schemaFns » getPureOfMainRelations » getPureOfMainRelations","id":"95","title":"getPureOfMainRelations"},"96":{"body":"get one feature of schema by schemaName @param schemaName - name of schema that we want feature @returns return one schema feature for example:","breadcrumbs":"lesan » schemas » schemaFns » getSchema » getSchema","id":"96","title":"getSchema"},"97":{"body":"const coreApp = lesan(); const locationPure = { name: string(), population: number(), abb: string(),\n}; const cities = coreApp.odm.newModel( \"city\", locationPure, { country: { schemaName: \"country\", type: \"single\", optional: false, relatedRelations: { cities: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"asc\", }, }, }, }, },\n); const getCitySchema = coreApp.schemas.getSchema(\"city\"); getCitySchema is where getSchema is used this function return: * pure: { * \"_id\": string(), * \"name\": string(), * \"location\": array(number(), number()), * }, * \"relations\": { \"country\": { \"schemaName\": \"country\", \"type\": \"single\", \"optional\": false, \"relatedRelations\": { \"cities\": { \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"asc\" } }\n}\n}\n} mainRelations: { \"country\": { schemaName: \"country\", \"type\": \"single\", \"optional\": false } }, \"relatedRelations\": { \"users\": { \"mainRelationName\": \"livedCities\", \"mainRelationType\": \"multiple\", \"schemaName\": \"user\", \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"desc\" } }\n}","breadcrumbs":"lesan » schemas » schemaFns » getSchema » example","id":"97","title":"example"},"98":{"body":"get pure feature of one schema @param schemaName - name of schema that we want pure feature @returns return pure feature of schema for example: { \"id\": string(), \"name\": string(), \"age\": number(), },","breadcrumbs":"lesan » schemas » schemaFns » getPureSchema » getPureSchema","id":"98","title":"getPureSchema"},"99":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getPureFromMainRelations » 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For this reason, we can extract name, population, and abb from within body.details.set. get: Contains selected information that the user needs to be returned. Therefore, we can pass this object directly to Mongo projection. As you can see, we have used the insertOne function, which was exported from the countries model, to add a new document. This function accepts an object as input, which has the following keys: { doc: OptionalUnlessRequiredId; relations?: TInsertRelations; options?: InsertOptions; projection?: Projection;\n} The doc key receives an object of the pure values of the selected model. OptionalUnlessRequiredId type is the document type in the official MongoDB driver. You can read about it here . The relations key receives an object from the relations of this model. There is no relationship here. We will read about this in the next section. The options key gets the official MongoDB driver options to insertOne. You can read more about this here The projection key is used to receive written data. We use native projection in MangoDB. You can read MongoDB's own documentation here . In insertOne, you can only penetrate one step in relationships. Here you can get only pure fields because there is no relation. We will read more about this later.","breadcrumbs":"Getting start » The fn function","id":"10","title":"The fn function"},"100":{"body":"extract pure feature of outrelation of schema @param schemaName - name of schema @returns return pure fetaures of schema that we have outrelation with it for example if: outrelation of schema is equal to '{ \"comments\": { schemaName: \"comment\", number: 50, sort: { filed: \"id\", order: \"desc\" }, }, }' output of this function is equal to :{ \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » getPureFromRelatedRelations » getPureFromRelatedRelations","id":"100","title":"getPureFromRelatedRelations"},"101":{"body":"create embed features, embed feature is equal to all of pure features of inerRelations and outerRelations @param schemaName - name of schema @returns return embedd feature of schema for example { \"posts\": array({ \"id\": string(), \"title\": string(), \"content\": string(), }), \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » createEmbedded » createEmbedded","id":"101","title":"createEmbedded"},"102":{"body":"create struct features, struct feature is used for create client of db. struct feature is include pure feature and embed features @param schemaName - name of schema that we want struct feature @returns return struct feature for example : assign( object({ \"id\": string(), \"content\": string(), }), object({ \"user\": object({ \"id\": string(), \"name\": string(), \"age\": number(), }), \"post\": object({ \"id\": string(), \"title\": string(), \"content\": string(), }), }), ),","breadcrumbs":"lesan » schemas » schemaFns » createStruct » createStruct","id":"102","title":"createStruct"},"103":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getSchemasKeys » getSchemasKeys","id":"103","title":"getSchemasKeys"},"104":{"body":"this function is create for define all things in local scope and also all functions of inrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » mainRelationsFns » mainRelationsFns","id":"104","title":"mainRelationsFns"},"105":{"body":"get all of inerRealation of one schema @param schemaName - name of schema that we want inerRealation of it","breadcrumbs":"lesan » schemas » mainRelationsFns » getMainRelations » getMainRelations","id":"105","title":"getMainRelations"},"106":{"body":"this function is create for define all things in local scope and also all functions of outrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relatedRelationFns » relatedRelationFns","id":"106","title":"relatedRelationFns"},"107":{"body":"getOutRelations of one schema @param schemaName - name of schema that we want outerRelations","breadcrumbs":"lesan » schemas » relatedRelationFns » getRelatedRelations » getRelatedRelations","id":"107","title":"getRelatedRelations"},"108":{"body":"this function is create for define all things in local scope and also all functions of pure define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » pureFns » pureFns","id":"108","title":"pureFns"},"109":{"body":"add pure feature of model to schema @param name - name of schema that we want to add pure features @param pureModel - key and type of model to add schema @example name:\"city\" pureModel: { \"name\":string() }","breadcrumbs":"lesan » schemas » pureFns » addPureModel » addPureModel","id":"109","title":"addPureModel"},"11":{"body":"So this is all the code we've written so far (You can also see and download this code from here ): import { ActFn, lesan, MongoClient, number, object, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » The code","id":"11","title":"The code"},"110":{"body":"get pure features of one schema @param name - name of schema that we want to get pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModel » getPureModel","id":"110","title":"getPureModel"},"111":{"body":"get pure one feature of one schema by name of schema and key of feature @param name - name of schema that we want to get one pure feature @param key - key of feature of schema that we want to get one pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModelByNameAndKey » getPureModelByNameAndKey","id":"111","title":"getPureModelByNameAndKey"},"112":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relationFns » relationFns","id":"112","title":"relationFns"},"113":{"body":"get inerRelatrion or outerRealtion of one schema @param name - name of schema @param relationType - type of relation that we want (inerRelatrion or outrelation)","breadcrumbs":"lesan » schemas » relationFns » getRelation » getRelation","id":"113","title":"getRelation"},"114":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStructFns","id":"114","title":"selectStructFns"},"115":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » fieldType » fieldType","id":"115","title":"fieldType"},"116":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » decreaseIterate » decreaseIterate","id":"116","title":"decreaseIterate"},"117":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » checkRelation » checkRelation","id":"117","title":"checkRelation"},"118":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStruct » selectStructFns","id":"118","title":"selectStructFns"},"119":{"body":"this function is create for define all things in local scope and also all functions define in this function @function @param {Services} acts - is type of Services for get ServiceKeys in function @returns - return objects of all functions that define in this function const actsSample = { dynamic: { user: { create: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, }, static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, }, }, }; const actsObj: Services = { main: { dynamic: {}, static: {}, }, };","breadcrumbs":"lesan » acts » acts functions","id":"119","title":"acts functions"},"12":{"body":"The last thing we want to talk about is the coreApp.runServer function, this function receives an object input that has the following keys: port used to specify the port used to run the server. polyground that receives a Boolean value that specifies whether the Polyground is available at http://{server-address}:{port}/playground address. typeGeneration, which receives a Boolean value and creates a folder named declarations, and inside it, the typefaces of the program are generated to be used in various cases, we will read more about this later. staticPath that receives an array of paths as a string and makes the content inside these paths statically serveable. We will read more about this later. cors which receives either the * value or an array of URLs as a string, and makes these addresses have the ability to communicate with the server and not receive the cors error.","breadcrumbs":"Getting start » Run Server function","id":"12","title":"Run Server function"},"120":{"body":"set Actions to main service @param {ActInp} actInp - actInp is equal to{ type: type of Actions static or dynamic, schema: schema name of action for example city actName: name of action for example createCity, validator: validator function, fn: function of createUser }","breadcrumbs":"lesan » acts » setAct » setAct","id":"120","title":"setAct"},"121":{"body":"get key of services @function","breadcrumbs":"lesan » acts » getServiceKeys » getServiceKeys","id":"121","title":"getServiceKeys"},"122":{"body":"get actions of schema of main service @param schema - name of schema @param type - type of sctions of service dynamic or static","breadcrumbs":"lesan » acts » getActs » getActs","id":"122","title":"getActs"},"123":{"body":"get actions of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static","breadcrumbs":"lesan » acts » getActsKeys » getActsKeys","id":"123","title":"getActsKeys"},"124":{"body":"get specific action of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static @param actName - name of actions","breadcrumbs":"lesan » acts » getAct » getAct","id":"124","title":"getAct"},"125":{"body":"get all acts of all service @function","breadcrumbs":"lesan » acts » getAtcsWithServices » getAtcsWithServices","id":"125","title":"getAtcsWithServices"},"126":{"body":"get acts of main service @function","breadcrumbs":"lesan » acts » getMainActs » getMainActs","id":"126","title":"getMainActs"},"127":{"body":"get specific Dynamic Action of main service with schemaName and actName @param schema - name of schema for example: user @param actName - name of Actions for example: create @returns return specific action of schema @example for example output is: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }","breadcrumbs":"lesan » acts » getMainAct » getMainAct","id":"127","title":"getMainAct"},"128":{"body":"set acts to service or ser addreess to service @param serviceName - name of service @param service - type of service string or Acts","breadcrumbs":"lesan » acts » setService » setService","id":"128","title":"setService"},"129":{"body":"get all of acts of specific service @param serviceName - name of service","breadcrumbs":"lesan » acts » getService » getService","id":"129","title":"getService"},"13":{"body":"Now you can run deno run -A mod.ts for running the Application with deno You can use playground: Or postman: To send a post request to http://localhost:1366/lesan with this request body: { \"service\": \"main\", \"model\": \"country\", \"act\": \"addCountry\", \"details\": { \"set\": { \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"get\": { \"_id\": 1, \"name\": 1, \"population\": 1, \"abb\": 1 } }\n} For inserting a new country. You shuold get this result: { \"body\": { \"_id\": \"6534d7c6c5dec0be8e7bf751\", \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"success\": true\n}","breadcrumbs":"Getting start » Running App","id":"13","title":"Running App"},"130":{"body":"","breadcrumbs":"lesan » odm » odm functions","id":"130","title":"odm functions"},"131":{"body":"","breadcrumbs":"lesan » odm » setDb » setDb","id":"131","title":"setDb"},"132":{"body":"","breadcrumbs":"lesan » odm » getCollection » getCollection","id":"132","title":"getCollection"},"133":{"body":"","breadcrumbs":"lesan » odm » newModel » newModel","id":"133","title":"newModel"},"134":{"body":"","breadcrumbs":"lesan » odm » newModel » find » find","id":"134","title":"find"},"135":{"body":"","breadcrumbs":"lesan » odm » newModel » findOne » findOne","id":"135","title":"findOne"},"136":{"body":"","breadcrumbs":"lesan » odm » newModel » insertOne » insertOne","id":"136","title":"insertOne"},"137":{"body":"","breadcrumbs":"lesan » odm » newModel » insertMany » insertMany","id":"137","title":"insertMany"},"138":{"body":"","breadcrumbs":"lesan » odm » newModel » addRelation » addRelation","id":"138","title":"addRelation"},"139":{"body":"","breadcrumbs":"lesan » odm » newModel » removeRelation » removeRelation","id":"139","title":"removeRelation"},"14":{"body":"As we said before, we embed all relationships. So when you define a relation we store the pure fields of both models in each other. So far we have defined only one model, let us add the second model. We add the following code to the previous codes to add a new model called city. const cityPure = { name: string(), population: number(), abb: string(),\n}; const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", cityPure, cityRelations,\n); We talked about newModel and its input here . Now we only talk about the third input, the relation definition. which receives an object with string key which is the feild name and we store the relation data by this name inside each document, and TRelation value (relations: Record;) which gave us some metadata about the relation. The TRelation type is as follows: export type RelationDataType = \"single\" | \"multiple\"; export type RelationSortOrderType = \"asc\" | \"desc\"; export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType };\n}; interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} The schemaName key receives the exact name of another schema to establish a relation. The type key specifies whether the relationship type should be single or multiple. The optional key specifies whether or not it is mandatory to enter information about this relationship when importing a new document. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa. relatedRelations key that specifies the effects of this schema on the other side of the relationship. This key receives the value of the object with the following keys: The type key specifies whether the relationship type should be single or multiple. limit which specifies the number of relations to be kept if the relation type is multiple. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa.","breadcrumbs":"Add relation » Add relation","id":"14","title":"Add relation"},"140":{"body":"","breadcrumbs":"lesan » odm » newModel » findOneAndUpdate » findOneAndUpdate","id":"140","title":"findOneAndUpdate"},"141":{"body":"","breadcrumbs":"lesan » odm » newModel » deleteOne » deleteOne","id":"141","title":"deleteOne"},"142":{"body":"","breadcrumbs":"lesan » odm » newModel » aggregation » aggregation","id":"142","title":"aggregation"},"143":{"body":"","breadcrumbs":"lesan » contextFns » contextFns functions","id":"143","title":"contextFns functions"},"144":{"body":"@returns The contextObj","breadcrumbs":"lesan » contextFns » getContextModel » getContextModel","id":"144","title":"getContextModel"},"145":{"body":"asigne all of value that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » setContext » setContext","id":"145","title":"setContext"},"146":{"body":"add values to previous values that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » addContexts » addContexts","id":"146","title":"addContexts"},"147":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addReqToContext » addReqToContext","id":"147","title":"addReqToContext"},"148":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addHeaderToContext » addHeaderToContext","id":"148","title":"addHeaderToContext"},"149":{"body":"this function is create for define all things in local scope and also all functions of context define in this function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » contextFns » addBodyToContext » addBodyToContext","id":"149","title":"addBodyToContext"},"15":{"body":"Let us define an Act for this new model. We add the following code for this purpose: const addCityValidator = () => { return object({ set: object({ ...cityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); We need to import objectIdValidation and ObjectId from lesan We see Validator and Act and setAct and insertOne functions before, Here we are only talking about the relations input in the insert function. The type of this input is as follow: export type TInsertRelations = { [mainKey in keyof T]?: { _ids: ObjectId | ObjectId[]; relatedRelations?: { [key in keyof T[mainKey][\"relatedRelations\"]]: boolean; }; };\n}; This input receives an object with the key name of the relations that we have previously defined in the model. This object has the following keys: ids which receives either an ObjectId or an array of ObjectIds. relatedRelations, which receives an object with the key of the name of the related relations that we have previously defined in the model along with a boolean value. If the value is true, in addition to the given relationship being saved in this new document, this created document is also saved in the related relationship. And if it is false, the relationship will be saved only in this new document. Here, by adding a city and giving the country ID associated with that city, we store both the pure fields of that country in this newly created city, and within that country in an array of objects, we also store the pure fields of this city.","breadcrumbs":"Add relation » Add new Act with relation","id":"15","title":"Add new Act with relation"},"150":{"body":"this function is for run Server and get request of client and send response of request for client @param port - port of listen @param playground - use playground or not? @param db - connection of DB @param typeGeneration -","breadcrumbs":"lesan » runServer » runServer functions","id":"150","title":"runServer functions"},"151":{"body":"","breadcrumbs":"lesan » generateSchemTypes » generateSchemTypes functions","id":"151","title":"generateSchemTypes functions"},"152":{"body":"the all custom type we generate for lesan is: schema types model types TRelation IMainRelation IRelatedRelation","breadcrumbs":"types » types","id":"152","title":"types"},"153":{"body":"the main schema type is: export type TSchemas = Record; the TSchema type has the following type IModel is the model type we defined in lesan TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » schema types","id":"153","title":"schema types"},"154":{"body":"the model type is used for create new model in lesan: export interface IModel { pure: IPureFields; relations: Record; mainRelations: Record; relatedRelations: Record;\n} the IModel type has the following type: TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » model types » model types","id":"154","title":"model types"},"155":{"body":"export interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} the TRelation type has the following type : RelationDataType is the model type we defined in lesan RelationSortOrderType is used for defining relation get from user TRelatedRelation is used to created main relation based on","breadcrumbs":"types » schema types » model types » TRelation » TRelation","id":"155","title":"TRelation"},"156":{"body":"export type RelationDataType = \"single\" | \"multiple\";","breadcrumbs":"types » schema types » model types » TRelation » RelationDataType » RelationDataType","id":"156","title":"RelationDataType"},"157":{"body":"export type RelationSortOrderType = \"asc\" | \"desc\";","breadcrumbs":"types » schema types » model types » TRelation » RelationSortOrderType » RelationSortOrderType","id":"157","title":"RelationSortOrderType"},"158":{"body":"export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType; };\n}; the TRelatedRelation type has the following type : RelationDataType RelationSortOrderType","breadcrumbs":"types » schema types » model types » TRelation » TRelatedRelation » TRelatedRelation","id":"158","title":"TRelatedRelation"},"159":{"body":"export interface IMainRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; optional: boolean; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IMainRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IMainRelation » IMainRelation","id":"159","title":"IMainRelation"},"16":{"body":"Let's see all the code written here and run it. (You can also see and download this code from here ) import { ActFn, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Now, by running this code and going to playgroun, you should see this page to add the country: add-country And to add a new city, you should see this page: add-city What exactly happened to the database? If you open MongoDB Compass, the following data should be stored for the country: country-data And the following data should be stored for the city: city-data As you can see, when you add a city, the pure values are stored as embedded on both sides of the relation. This makes receiving data much faster. The only noteworthy point is that a limited number of cities are stored in the country. Try to save as many as you think you will need in the first paginate. To get the rest of the cities, we will also query their own schema.","breadcrumbs":"Add relation » All codes","id":"16","title":"All codes"},"160":{"body":"export interface IRelatedRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * name of the main relation related to this relation */ mainRelationName: string; /** * type of the main relation related to this relation */ mainRelationType: RelationDataType; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; /** * number of value that we want to keep */ limit?: null | number; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IRelatedRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IRelatedRelation » IRelatedRelation","id":"160","title":"IRelatedRelation"},"17":{"body":"So far we have created two models and one relationship. Let us create another relationship for these two models. Just add this object to relatedRelations of city: citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, },\n} With this relationship, we plan to store the 50 most populated cities of each country in an embedded form. Now the cityRelations object should look like this: const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; And we also need to change the function we wrote to add cities: const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, }, }, }, });\n}; We just add this line of code: citiesByPopulation: true, Let us add other relationships before testing this code.","breadcrumbs":"Add more relation » Add more relation","id":"17","title":"Add more relation"},"18":{"body":"Let's choose a city as the capital for the countries. For this purpose we must have a single relatedRelation for each country selectively. So we add this code: capital: { type: \"single\" as RelationDataType,\n}, And we change the function and validation we wrote to add the city as follows: const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; We just add isCapital: boolean(), to addCityValidator and add capital: isCapital to the insertOne functions.","breadcrumbs":"Add more relation » Add arbitrary relation","id":"18","title":"Add arbitrary relation"},"19":{"body":"All the code we have written so far is as follows (You can also see and download this code from here ): import { ActFn, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); If you run the code and go to the playground, you will see that a new input called isCapital has been added to add the city, capital-field and if we put the value true in it, this city will be added to the country as the new capital. In addition, we have a field called citiesByPopulation in the country, where the 50 most populated cities of the country are stored. population-city Please note that you only send a request for a new city, and the new city is stored in three different fields with different conditions in the schema of the corresponding country.","breadcrumbs":"Add more relation » Run the code","id":"19","title":"Run the code"},"2":{"body":"Currently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.","breadcrumbs":"Installation » Installation","id":"2","title":"Installation"},"20":{"body":"Let us add a new model named user for this purpose. We add the following code for the user model: const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); Well, in the code above, we have created a new model called user, which has two pure fields with name and age keys. In addition, it has a relationship with the country and the city. Its relationship with the country is single and there is a relatedRelation with the country with a field called users. But its relationship with the city is multiple by the livedCities key, and there is also a relatedRelation with the city with a field called users, which is also multiple. Therefore, the relationship between the city and the user is many-to-many. The function we want to add a user is as follows: const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); We need to import array function from lesan The only thing worth mentioning in the code above is the livedCities input in validation, which receives an array of IDs as a string. In the Act function, we convert this input into an array of object IDs with a map. Note that the _ids key in the livedCities object receives an array of object IDs. Well, let's see the complete code again, run the software and check the outputs.","breadcrumbs":"Add more relation » Add many-to-many relationship","id":"20","title":"Add many-to-many relationship"},"21":{"body":"You can see and download this code from here import { ActFn, array, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Open Playground in the browser and go to addUser function. add-user Note that the livedCities field receives an array of IDs, you just need to enter an input like [\"65466c407123faa9c1f3c180\", \"65466c2c7123faa9c1f3c17e\"]. playground parses it and converts it into an array suitable for sending.","breadcrumbs":"Add more relation » All codes","id":"21","title":"All codes"},"22":{"body":"So far we have created 3 models that have different relationships. Can we update these relationships? Yes we can, but only with addRelation and removeRelation functions. We should note that we should never manually update the relationships created by Lesan with the update or updateMany function. Let the management of the relationships be entirely in Lesan's hands, so that it can always keep them updated and correct. Let's use addRelation. Add Relation function Remove Relation function","breadcrumbs":"Mannage relations » Mannage relations","id":"22","title":"Mannage relations"},"23":{"body":"","breadcrumbs":"Mannage relations » addRelation function » addRelation function","id":"23","title":"addRelation function"},"24":{"body":"Pay attention to the following code: const addUserLivedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserLivedCity: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserLivedCities\", validator: addUserLivedCityValidator(), fn: addUserLivedCity,\n}); In addition to the functions insert, update, delete, find, etc., for each model in the Lesan, there are two other functions in addition to MongoDB functions, named addRelation and removeRelation, which are prepared for managing relationships. In the code above, the addRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here And another key called replace, which is not used here, and receives a boolean value of false or true. We will talk about this key in the next step. In the function above, we add one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the addRelation function along with the user ID. As a result, on the user side, one or more cities are added to the livedCities array, and on the city side, this user is added to each of the cities whose IDs have been sent.","breadcrumbs":"Mannage relations » addRelation function » Update Many to Many Relation","id":"24","title":"Update Many to Many Relation"},"25":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"25","title":"Run the code"},"26":{"body":"What if in one of these sides our field is an object instead of an array (In fact, the type of relationship is one-to-many or many-to-one.)? For example, let's change the country on the user side. Look at code below: const addUserCountryValidator = () => { return object({ set: object({ _id: objectIdValidation, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserCountry: ActFn = async (body) => { const { country, _id } = body.details.set; return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserCountry\", validator: addUserCountryValidator(), fn: addUserCountry,\n}); In the code above, we get the ID of a user along with the ID of a country and give it to the addRelation function. Please note that the country is not optional in the user model and is defined with a single type. Therefore, if we change the country of a user, we must first find and delete this user in the country he was in before, then add the new country to the user and the user to the new country. For this reason, we have given the value true to the replace key in the addRelation entry. In this function, if we set replace equal to false or do not enter it, no operation will be performed and we will get an error.","breadcrumbs":"Mannage relations » addRelation function » Update One to Many Relation","id":"26","title":"Update One to Many Relation"},"27":{"body":"The bottom line is a bit complicated but has its own charm. To change the country in a user, we must do the following steps: Find the user Finding the user's old country Find the user's new country Checking whether this user was part of the list of users in the old country or not (users may exist in several fields in one country, for example, the list of users who are the oldest or the youngest). Creating a command to delete the user from the old country (from all the lists in which the user was found). If this list has a certain limit and we have reached the end of this limit, we need to find the next user to be added to this list. For this purpose, we must do the following steps: Find out how to save this list. Finding the next 3 users who can be added to this list (because it is possible to find either the same user that we intend to delete from the list, or the end user of this list). Creating an command to add these 3 users to the end of this list. Creating a command to unify this list. Creating a command to delete the current user from this list. Creating a sorting command for this list according to the method we mentioned in the initial settings of relationships. Creating an command to limit this list to the number that we said in the initial settings of relationships. Creating an command to add this user to all user lists in the new country. (Here we also have to check if this list has limit or not and if so, this user can be added to this list or not, which we have to do step #6 for each list in the new country). Execution of all the commands we have created so far. Execution of the command to insert the new country instead of the old country in this user.","breadcrumbs":"Mannage relations » addRelation function » Steps to add a country to a user","id":"27","title":"Steps to add a country to a user"},"28":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"28","title":"Run the code"},"29":{"body":"","breadcrumbs":"Mannage relations » removeRelation function » removeRelation function","id":"29","title":"removeRelation function"},"3":{"body":"At least version 7 of MongoDB must be installed. The latest version of Deno must be installed. It is good to have NodeJS installed on your system. If you need to see database information, it is better to install MongoDB Compass . Using a suitable editor such as: VS Code please install deno extension Lesvim The configuration of this editor is a bit difficult. Helix The configuration of this editor is simple and the performance is excellent. Please add .helix/languages.toml file to the root of project and insert this config for better support of Deno.","breadcrumbs":"Installation » Pre request","id":"3","title":"Pre request"},"30":{"body":"Pay attention to the following code: const removeLivedCitiesValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeLivedCities: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeLivedCities\", validator: removeLivedCitiesValidator(), fn: removeLivedCities,\n}); In the code above, the removeRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here In the function above, we remove one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the removeRelation function along with the user ID. As a result, on the user side, one or more cities are removed from the livedCities array, and on the city side, this user is removed from each of the cities whose IDs have been sent. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update Many to Many Relation","id":"30","title":"Update Many to Many Relation"},"31":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"31","title":"Run the code"},"32":{"body":"If you have created a single type relationship, and if you set the optional equivalent to false, we can not use removeRelation for that please use the addRelation function to replace it (for example we can not use removeRelation to remove country from a user). But if you set the optional equal to true, we can use the removeRelation function to erase that relationship along with its relatedrelations. Let's make an optional one-to-many relationship. We create a new relationship for the user: mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 3, sort: { field: \"_id\", order: \"desc\", }, }, }, }, So the full form of users will be: const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); In this relationship, we add a city as a mostLovedCity for a user, and on the side of the city we add a field called lovedByUser, where we store the last five users who have chosen it as their mostLovedCity. To erase the mostLovedCity relationship in a user. We must first create this relationship. So let's write a function to add this relationship: const addMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.addRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addMostLovedCity\", validator: addMostLovedCityValidator(), fn: addMostLovedCity,\n}); In the above function, we get the ID of a user and the ID of a city and store that city as mostLovedCity in the user. Also, on the city side, we add this user to the lovedByUser list. TODO add playground photo and photoshop of user and city from Mogodb Compass Well, finally, let's write the mostLovedCity remove function: const removeMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeMostLovedCity\", validator: removeMostLovedCityValidator(), fn: removeMostLovedCity,\n}); In the above function, we get the ID of a user along with the ID of a city, and in that user, we delete the mostLovedCity field if it matches this ID, and on the city side, we remove this user from the lovedByUser list. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update One to Many Relation","id":"32","title":"Update One to Many Relation"},"33":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add playground photo and photoshop of user and city from Mogodb Compass","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"33","title":"Run the code"},"34":{"body":"Let's compare a bit, it may be funny, but let's do it. what are a real relationship between People? Right relationships are lasting and long -term. Both parties accept responsibility for relationships and changes. Changes on one side of the relationship also affect the other side. The two sides of a relationship live together. If the relationship leads to the birth of a child, both parties will accept the relationship. Now let's look at the relationship features in SQL: There is no real relationship. The two sides have only one connection. Relationships are not together. And each lives independently. Relationships are not deep. Relationships do not give birth to any children. (In Lesan , you will see that relationships encourage you to create new models) What are the relationships in NoSQL? There is no real relationship. In fact, there is no proper connection between the two sides. If we consider embeding as a relationship: the changes of each party have no effect on the other side and cause many inconsistencies in the data. the two sides leave each other after the relationship. In this type of databases, they prevent the child from being born, and if a child is born, only one side will be informed of it and probably will not take much responsibility for it. And finally what are the relationships in Lesan: Relationships are as strong as possible, and are described in detail when creating a model. Relationships fully contain each other's pure properties within themselves. If a relationship changes, all related parties will be notified and apply the changes according to a process. By establishing a relationship and seeing many changes on one side of this relationship, you are encouraged to create new relationships. Don't worry, this issue will not add more complexity to the data model, but it will also make the data more understandable. (Below there is an example to understand this)","breadcrumbs":"Mannage relations » What is the relationship really? » What is the relationship really?","id":"34","title":"What is the relationship really?"},"35":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Example","id":"35","title":"Example"},"36":{"body":"So let's go back to our example (countries, cities and users) If we want to define a relationship between the country, city and user models in SQL, this relationship will be as follows (The code below is written for PostgreSQL): CREATE TABLE country ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL,\n); CREATE TABLE city ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id),\n); CREATE TABLE user ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, age INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id), city_id INT NOT NULL, FOREIGN KEY (city_id) REFERENCES city_id (city_id),\n); Pay attention that the relationships are separated from each other as much as possible and only one ID is kept on one side. Whenever we need to know the details of the relationship, we have to visit both sides of the relationship. For example, let's imagine that we want the cities of Iran, we must first find Iran and then filter the city using Iran ID. Now let's imagine that we want to find the country of Iran along with its 50 most populated cities, we have to find Iran first, then find the cities according to the ID filter of the country of Iran along with the sort based on the city population field and the limit of 50. Let's run a more complex query. Suppose we want to receive 50 most populous cities from the 50 most populous countries in the world. Or we want to find the oldest people in the 50 most populous countries in the world. To get the above cities or users, we have to create and execute much more complex queries that may be time-consuming in some cases, although there are alternative ways such as creating separate tables in SQL for these specific purposes, but these ways also add a lot of complexity to the project.","breadcrumbs":"Mannage relations » What is the relationship really? » SQL","id":"36","title":"SQL"},"37":{"body":"What if we could do the above with just a simple query? NoSQL is designed for this, let's see how these tables are implemented in NoSQL databases (Here we have used mongoose so that we can have the shape of the schemas): const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number,\n});\nconst Country = mongoose.model(\"Country\", CountrySchema) const CitySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country } });\nconst City = mongoose.model(\"City\", CitySchema) const UserSchema = new mongoose.Schema ({ name: String, age: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country }, city: { type: mongoose.Schema.Types.ObjectId, ref: City } });\nconst User = mongoose.model(\"User\", CitySchema) The code above is exactly equivalent to the code we wrote for PostgreSQL and creates exactly the same tables in MongoDB. All the issues we described for SQL will be present here as well, but wait, we can add other fields to these tables to simplify the complex queries we talked about above. We can store its cities inside each country by adding a field called cities. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }]\n}); Now we can get a country along with its cities just by sending a single query. For example, we can get the country of Iran along with its cities with just one query from the database. But wait, some new issues have arisen. How should we save the cities inside the country ? For this, it is necessary to find the country associated with the city in the function we write to add the city and add this new city to the cities field of that country. This means that when adding a city in the table of cities, we must insert a new record and edit a record in the table of countries. Can we store all the cities of a country within itself ? The short answer is no, although it is possible that the number of cities in a country can be stored within the country, but in some situations, the number of documents that we need to store inside another document may be very large, such as the users of a country. So what should we do? Save a limited number of cities, how many? The number that we feel should be requested in the first pagination (for example, 50 numbers). So, in the function we have written to store the city, we must be aware that if the field of cities within the country has stored 50 cities within itself, do not add this new city to this field. What if a city changes ? Well, as a rule, we should find the country related to that city and check whether this city is stored in the field of cities of that country or not, if yes, we should correct it. What if a city is removed ? We need to find the country associated with the city and if this city is present in the field of cities of that country, we should modify that field as well. How? First, we remove this city from the array of cities, then we check whether this field has reached the limited number that we have previously considered for it, if yes, then this country may have other cities that are not in this field. So we need to find one of them and add it to this field. All this was added just so that we can have its cities when receiving a country! Don't worry, it's worth it. Because we usually add cities and countries once, besides, its information does not change much (except for the population, which we will talk about later). And on the other hand, these cities and countries will be received many times. Now, what if we want to get the 50 most populous countries along with the 50 most populous cities of that country? We can add a new field to the country. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }], mostPopulousCities: [{ name: String, abb: String, population: Number, }],\n}); For mostPopulousCities Field, we should consider all the events that happened above, although with a slight change: What if a city changes ? We need to find the country associated with the city, then see if this city is stored in the cities and mostPopulousCities fields of this country or not. If it is stored in the cities field, we must do the same steps as above, but if it is stored in the mostPopulousCities field, we must first, see which city field has changed, if the population field has changed, this city may no longer be included in this list and we want to remove it from the list and add another city to this list based on its population, otherwise it is possible This city is not in the mostPopulousCities list at all, but due to the change in the city's population, we want to add it to this list. Note that this city may be added anywhere in this list, and on the other hand, if this list has reached the end of the predetermined capacity, we must remove a city from the end.","breadcrumbs":"Mannage relations » What is the relationship really? » NoSQL","id":"37","title":"NoSQL"},"38":{"body":"So, if we want to create the same relationships with ‌Lesan , what should we do? Just enter the code below: // Country Model\nconst countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); // City Model\nconst cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, mostPopulousCities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); // User Model\nconst userPure = { name: string(), age: number(),\n}; const userRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, }, city: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const users = coreApp.odm.newModel( \"user\", userPure, userRelations,\n); In the code above, we have not defined any relationship for the country, but in fact, the country is related to both the city and the user, but this relationship is defined by them because they were the requesters of the relationship. If you pay attention, we have defined two relatedRelations for the country when defining city relations, which causes two fields called cities and mostPopulousCities to be added to the country schema. For the cities field, we have set the sort on _id and in descending order, and we have limited the capacity of the field to 50 numbers with the limit option, which causes the last 50 cities of each country to be stored in it. But in the mostPopulousCities field we have once again stored 50 cities in each country, but this time by sorting on the City population field. The important thing here is that all the things we said we need to do in NoSQL databases using Mongoose are done automatically in Lesan and you don't need any additional code to manage these relationships during insert, update or delete. All work will be done by Lesan.","breadcrumbs":"Mannage relations » What is the relationship really? » Lesan","id":"38","title":"Lesan"},"39":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Test Realation in Lesan","id":"39","title":"Test Realation in Lesan"},"4":{"body":"After completing the prerequisites, create a file named mod.ts. Now just use the latest version of Lesan along with MongoClient in this file. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases Now run this command in the terminal: deno run -A mod.ts You should see this messsage: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/ Now you can visit the playground at http://localhost:1366/playground. Because no database model and no function have been written yet, we still cannot send a request to the server. implement first model","breadcrumbs":"Installation » Importing","id":"4","title":"Importing"},"40":{"body":"you can clone lesan repo by git clone https://github.com/MiaadTeam/lesan.git command and the go to tests/playground folder and run e2e.ts file by execute this command: deno run -A e2e.ts you should see this output: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/","breadcrumbs":"Mannage relations » What is the relationship really? » Clone and run E2E","id":"40","title":"Clone and run E2E"},"41":{"body":"Now you can visit the playground at http://localhost:1366/playground and send requests to the server for country, city, and user models: Screenshot 2023-12-31 at 21-35-56 Lesan Playground and use addCountry, addCountries, updateCountry, getCountries, deleteCountry methods for country models: Screenshot 2023-12-31 at 21-42-37 Lesan Playground also use addCity, updateCity, addCities, getCities and addCityCountry for city model: Screenshot 2023-12-31 at 22-03-07 Lesan Playground and also use addUser, addUsers, addUserLivedCities, addUserCountry, addUserCities, addMostLovedCity, removeMostLovedCity, removeLivedCities, updateUser, getUser and getUsers for user model: Screenshot 2023-12-31 at 22-06-53 Lesan Playground you can find e2e.ts raw file here and see all functions write in it.","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Playground","id":"41","title":"Visit Playground"},"42":{"body":"You can see all schema information including pure, mainRelation and relatedRelation inside schema modal box at playground when clicking on Schema button: Screenshot 2023-12-31 at 22-33-26 Lesan Playground here is the screenshot of schema modal box: Screenshot 2023-12-31 at 22-37-13 Lesan Playground Also you can see all Act information including service, model, act and its inputs such as set and get inside act modal box at playground when clicking on Act button: Screenshot 2023-12-31 at 22-38-46 Lesan Playground here is the screenshot of act modal box: Screenshot 2023-12-31 at 22-43-11 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Schema and Act","id":"42","title":"Visit Schema and Act"},"43":{"body":"We have already prepared several E2E test series for e2e.ts's file, and you can go to E2E modal box by clicking the E2E test button: Screenshot 2023-12-31 at 22-52-21 Lesan Playground here you can import E2E test config file by clicking on import button: Screenshot 2023-12-31 at 22-55-06 Lesan Playground We have these 3 json files next to the e2e.ts file, all three of which can be used for E2E testing: Configdata.json fakerTest.json stress.json Configdata E2E file In the config.json file, all the functions written in e2e.ts have been tested. In fact, all the important functions, including all the functions of the ODM section in Lesan, have been tested in this file. Let us see all the parts of this E2E test one by one (The point is that in almost all the functions written in ODM, relationships are important and Lesan must manage them.): create new country with main → country → addCountry: Screenshot 2024-01-04 at 11-22-31 Lesan Playground here we used main service and country model and addCountry act. we repeat this section 15 times. we captured countryId from last response of this sections. here we used faker for create name, population and abb for new country. create multiple country with one request with main → country → addCountries: Screenshot 2024-01-04 at 13-53-29 Lesan Playground here we used main service and country model and addCountries act. here we insert an array of country for multiCountries key inside set object. we captured some country ID from request response. create new city with main → city → addCity: Screenshot 2024-01-04 at 14-20-22 Lesan Playground here we used iranId the captured variable we get from request number 2 response. we captured body._id with the haratId from response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-42-12 Lesan Playground here we insert an array of city for multiCities key inside set object. here we used iraqId the captured variable we get from request number 2 response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-56-21 Lesan Playground here we insert an array of city for multiCities key inside set object. We also used faker here. here we used afghanId the captured variable we get from request number 2 response. change country relation of a city with main → city → addCityCountry: Screenshot 2024-01-04 at 15-04-46 Lesan Playground here we used haratId and afghanId captured variables. please check mongodb compass beacuase the both side of relation are changend. create new city with main → city → addCity: Screenshot 2024-01-04 at 15-14-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 15-17-21 Lesan Playground please note that we set isCapital field to true so the capital field of related country is filled with this city. create new city with main → city → addCity: Screenshot 2024-01-04 at 16-39-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-42-27 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-43-55 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-45-38 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-48-19 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-50-30 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-04-33 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-07-41 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-08-14 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-09-14 Lesan Playground just get list of countries with main → country → getCountries: Screenshot 2024-01-04 at 17-10-22 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-19-46 Lesan Playground the country were user lived is Iran. the user lived in two city: Hamedan and Tehran. create new city with main → user → addUser: Screenshot 2024-01-04 at 17-28-58 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-29-39 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-13 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-44 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-20 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-54 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-32-28 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-33-04 Lesan Playground change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-20-28 Lesan Playground 1.we just send a country ID with a user ID and with a simple function all magic happen in both side of relation. change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-34-16 Lesan Playground add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-37-00 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-51-56 Lesan Playground remove city from livedCities relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 19-54-10 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 19-59-44 Lesan Playground add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 20-05-52 Lesan Playground remove a city from mostLovedCity relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 20-11-13 Lesan Playground update a country with main → country → updateCountry: Screenshot 2024-01-04 at 20-12-26 Lesan Playground We send the ID of a country along with the rest of the pure fields (pure fields are optional) to it, and in a simple function the following will happen: Update the country itself Updating the country field in all cities related to that country Updating the country field in all users related to that country The point to be mentioned here is that you should not send another field for updating other than pure fields. Because the relationships must be completely managed by Lesan himself. update a city with main → city → updateCity: Screenshot 2024-01-04 at 20-26-49 Lesan Playground update a user with main → user → updateUser: Screenshot 2024-01-04 at 20-27-19 Lesan Playground After clicking the run E2E test button, you will go to the test results page. Screenshot 2024-01-06 at 13-34-30 Lesan Playground If you scroll down a little, you can see the results of each sequence separately: Screenshot 2024-01-06 at 14-13-04 Lesan Playground Screenshot 2024-01-06 at 14-20-03 Lesan Playground with this button you can change view of panel from body-header & Description to REQUEST & RESULT show some description about sequence including request number & timing, captured value and so on. show unparsed header and body you send to the backend. show the index of each sequence. show response get back from server. show parsed request you send to server, including parsed header and body. pagination for sequence with more than 1 request. After finished executing all test in configdata.json you have a nice data inserted to sample collection in mongodb. Screenshot from 2024-01-06 15-10-49 You can play with this data in playground and change everything you want. Screenshot 2024-01-06 at 15-08-36 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit E2E test modal","id":"43","title":"Visit E2E test modal"},"44":{"body":"shoma tanha ba fieldhaye pure yek schema sar o kar darid va modiriat rabeteha tamaman be sorat khodkar tavasot lesan anjam mishavad. shoma mitavanid bar asas rabeteye yek schema an ra sort ya filter konid shoma baraye daryaft dadaha ba queryhaye pichide asnad besiyar kamtari ra az database jamavari mikonid. (link bedam be tozihat kamel)","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship sweets in Lesan","id":"44","title":"All relationship sweets in Lesan"},"45":{"body":"barkhi az rabeteha baes eijad updatehaye besiyar bozorg mishavand. rah hal: 1-eijad rabeteye jadid 2-qq 3-in-memory db اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره. بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم. بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم. بعد راجع به آپدیت شدن رابطه‌ها حرف می‌زنم. بعد راجع به دیتابیس اینمموری حرف می‌زنم. بعد راجع به مدیریت کیوکیو حرف می‌زنم. حتما یادم باشه راجع به اینکه وقتی امبد می‌کنی چقدر دریافت داده‌ها راحت هست هم حرف بزنیم، از اون طرف راجع به اینکه فیلتر کردنشون بر اساس فیلد امبد شده چه معجزه‌ای میکنه هم حرف بزنم حتما راجع به اینکه چه نکته‌هایی داره طراحی مدل توی لسان حرف بزنم یعنی اینکه بگم رابطه‌ها از یک طرف تعریف می‌شن بعد توی طرف بعدی از همینجا ساید افکت‌هاش مشخص میشه بگم و اینکه نگران نباشن چون توی پلی‌گراند می‌تونن برای یک مدل همه‌ی رابطه‌هایی که داره چه از طرف خودش تعریف شده باشه چه بقیه براش تعریف کرده باشن رو ببینه و یه عکس از پلی‌گراند بذارم، نکته مهمش اینه که بگم همیشه رابطه رو از طرف مهمش درخواست بدن تا بشه هر چقدر می‌خوایم ساید افکت مناسب براش بذاریم","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship bitterness in Lesan","id":"45","title":"All relationship bitterness in Lesan"},"46":{"body":"","breadcrumbs":"findOne and find functions » findOne and find functions","id":"46","title":"findOne and find functions"},"47":{"body":"","breadcrumbs":"aggregation functions » aggregation functions","id":"47","title":"aggregation functions"},"48":{"body":"Updating is the most challenging issue in Lesan . Because by updating one document, thousands or maybe millions of other documents may also be updated. Let's explore a few scenarios. Best case: Update a user const updateUserValidator = () => { return object({ set: object({ _id: objectIdValidation, name: optional(string()), age: optional(number()), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst updateUser: ActFn = async (body) => { const { name, age, _id } = body.details.set; const setObj: { name?: string; age?: number } = {}; name && (setObj.name = name); age && (setObj.age = age); return await users.findOneAndUpdate({ filter: { _id: new ObjectId(_id) }, projection: body.details.get, update: { $set: setObj }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"updateUser\", validator: updateUserValidator(), fn: updateUser,\n});","breadcrumbs":"findOneAndUpdate functions » findOneAndUpdate functions","id":"48","title":"findOneAndUpdate functions"},"49":{"body":"","breadcrumbs":"deleteOne functions » deleteOne functions","id":"49","title":"deleteOne functions"},"5":{"body":"I copy this simple example from installation page. We will keep this file as mod.ts and continue to add various models and functions to it. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » Getting start","id":"5","title":"Getting start"},"50":{"body":"","breadcrumbs":"insertMany functions » insertMany functions","id":"50","title":"insertMany functions"},"51":{"body":"","breadcrumbs":"Playground » Playground","id":"51","title":"Playground"},"52":{"body":"When you first enter the playground, you will see 3 part : PlayGround","breadcrumbs":"Playground » First Encounter","id":"52","title":"First Encounter"},"53":{"body":"At the top of the page there are tabs that allow you to do different things at the same time without losing information. You can make and use as many tabs you need(2) with add button(1) and close them at any time with close button(3). By refreshing the page, the tabs information does not disappear and after the tab refresh the tabs are fully accessible. Tabs","breadcrumbs":"Playground » Part One : Tabs","id":"53","title":"Part One : Tabs"},"54":{"body":"On the left side is the sidebar, with 3 select box that are used to select the service(1) , Schema(2) and Action(3) , respectively. It should be noted that the selection of Schema and act is inactive until the service is selected. Sidebar Second Sidebar After selecting the service, Schema and act, another column is displayed, which includes 2 sections of set fields(1) and get fields(2) . In the set fields, you fill in the values you need(1-1) and in the get field section you choose the values you want to get and also we either want the field to set the field equal to one or we do not want the amount to be zero(2-1). After completing the sections of the set fields and get fields set, by pressing the Send Button(3) , the results we have had in the response section are shown in the response section. Second Sidebar Response Response Section At the top of the response section, we have access to 3 button, copy Request(1) , copy Response(2) and Run E2E Test(3) that send the request to the E2E Test modal that we will explain below. Also we can see the status of the request who can be true with green light and false with red loght(4). At the top-right of the body response we can access to the time of the request with took(5) . Response-Detail","breadcrumbs":"Playground » Part Two: Sidebar","id":"54","title":"Part Two: Sidebar"},"55":{"body":"In this section we will see 6 buttons that we will explain below : Buttons Before explain 6 buttons, Notice that in every modal we can use the close button(1) to close the modal. Modals Also we can use change size button(2) to see modal in full screen or window size. Modals-1 Modals-2 Refetch button: Pressing it all the data is renewed once. Reffetch Button Settings button: Setting Button Pressing that modal of settings open for us to see two parts of the Fetch Config(1) and the Set Headers(2) . Setting Detail In the fetch config section, we can set an Url(1) and press Apply Button(2) that we can bring the lesan to different addresses. Setting Detail-1 In the set headers we can also determine the key(1) and value(2) . also we can press Add Header(3) button to add many new Key and Value and set them wit Apply(4) button. Setting Detail-2 History button: By pressing History button , we enter the modal history in which we have access to all the Requests(1) as well as and Responses(2) the results. In top-right of the Request section we can see the Date Of The Request and also in top-left of the Response we can see the Time Of Response . In top-right of the every part of the request we can delete the this part with Delete button(5) . Also we can clean all the request by press the Dustbin Button(6) . History In the request section we access to Model and Act(1) of the request and Show Button(2) to see the detail of the request and response. History-1 We can hide the details with Hide button : History-2 In the response section, we can see the Status Of The Response(1) that can be true or false and also we can reuse of the request with Use Button(2) . History-3 E2E Test button: In E2E test modal, we see two section, section one include Five Button that the top-left of the modal and section two its be Eeach Sequence of the test. E2E We start with the section one, in this section we have five button include Add(1) , Run E2E Test(2) , Import(3) , Export(4) and Help(5) . E2E-1 With Add Button we can create a new Sequence for test. we can add how much we need sequence for test. E2E-2 With Run E2E Test Button we can run the test. we explain this after. With Import Button we can import the pervious tests and reuse them. E2E-3 With Export Button we can export existing tests for use them for anothe test. And with Help Button we go to playground document that we can see how to work with E2E modal. In each sequence, we can see 2 part, Set Test Body And Headers(1) and Set Repeat Time , Capture Variables(2) E2E-4 Part 1 is a Set Test Body And Headers that we can write and set body and headers for test. also we can use the faker for test. for example you can see that we use faker for this sequense: E2E-4 In Part two we can Set Repeat Time(1) of the test with + or - button or write number we want in input. also we can use Add Capture(2) Button for set how many capture we want to the sequence for test. E2E-5 After press the Add Capture we can see a part that include two input, include set a variable name(1) that we can see an Example(2) to how fill this input and another input, is set a value for variable(3) that we can see an Example(4) to how fill this input. Also we can set capture couple model. E2E-6 We have four button in top-right of the each sequence test: E2E-7 Duplicate Button(1) that we can duplicate sequence. E2E-8 Move Buttuns(2)(3) , with this buttons we can move the sequense to top or bottom. Delete Button(4) , with this button we can delete each sequence. After write the sequences test, we can go to see the resulst of the each sequence test by click on the Run E2E Test Button and we see this: E2E-9 First thing that we see is Back Button and second is Export Button at the top-left of the modal. third one is a Information section that we can see all information of the sequence tests. E2E-10 The Information section have three part, Requests(1) , Times(2) and Captures Information(3) . E2E-11 Requests part include All Request Count(1) , All Request Time(2) , All Success Request(3) and All Fails Request(4) . E2E-12 Times part include two section, Best and Worst . in each section we can see the Best/Worst request time, sequence number of the best/worst request that when click on number, we scroll to that sequence number, request number that include number of the request in sequence, model and act. E2E-13 Captures Information part include every capture items that we set. in this part we can see the Key(1), Captured From(2), Value Of(2), Model(2), Act(2) and Captured Inside Sequnce Number. E2E-14 After Information section, we can access every sequence that each of sequence have two part, Description(1) and Body Header(2) . E2E-15 Description have five part include Request(1) that include All Request Count, Success/Fail that show the how many of request is success/Fail, All Request Time and Avrage Time For Each Request, Best(2) and Worst(3) that include Best/Worst Time and request nmber, Capture Items(4) that include key,value,model,act,sequence number, Using Capture Items(5) that include key,captured from, value,act and sequence number. E2E-16 Body Header have headers,body of the each sequence(1), number of sequence(2) at the top-right and change button(3) at the top-left. E2E-17 When click on Change Button we can see and access to the Request(1) and Response(2) that in Request section we can see the pure request(3) and at the Response section we can see the body of the response and success status of Responsewhich the false or true(4). At the top-right of the Response section we can see the time of the Respone(5) . At the Bottom-center, we can access to the pagination(6) to move on the Requests or write the specefic Request number to access the Request. Also when click on change button(7) to go back to the Body Header and Description. E2E-18 Schema button: In Schema modal we have access to all the Schema project. For example, we can see the country,city and user. Schema Country have pure(1) and related relations(2). Schema-1 And pure have _id(1), name(2), population(3), abb(4). Schema-2 And Also related relations have cities asc(1), cities desc(2), cities by pop asc(3), cities by pop desc(4), capital city(5), users(6), users by age(7). Schema-3 Also by hovering on question icon we can see the relations. Schema-4 We see the country, lets see the city . city have pure(1), main Relation(2), related relations(3). Schema-5 Pure have _id(1), name(2), population(3), abb(4). Schema-6 main relations have country and country have _id, name, population and abb. Schema-7 Also by hovering on question icon we can see the relations. Schema-8 And related relations have users(1) and loved user(2). Schema-9 Users have _id, name, age. Schema-10 Act button: Like Schema modal in Act modal , we have access to all the Act of the project. Act have main and main have country(1), city(2), user(3). Act-1 And country have add country(1), update country(2), add countries(3), get countries(4), delete country(5). Act-2 Let see the add country. we can see the set(1) and get(2). Act-3 Set have name(1), population(2) and abb(3). Act-4 And get have _id(1), name(2), population(3), abb(4), users(5). Act-4","breadcrumbs":"Playground » Part Three: Buttons","id":"55","title":"Part Three: Buttons"},"56":{"body":"راجع به فانکشنال پروگرمینگ حتما بگم و اینهارو توش توضیح بدم : مثلا وقتی یه چیزی newModel میشه دیگه همه‌ی فانکشن‌های توی odm براش در دسترس هست با یه ساینتکس قابل فهم بعد راجع به اسکیماها و اکتها هم همین فرایند newModel رو بگم بعد راجع به بعضی چیزای دیگه مثل preAct و preValidation و حتی فانکشن‌هایی که برای ولیدیشن میدیم که فانکشن هست هم توضیح بدم که یعنی میتونه اونجا از hof یا curriyng استفاده کنه","breadcrumbs":"All the advantages of Lesan » All the advantages of Lesan","id":"56","title":"All the advantages of Lesan"},"57":{"body":"","breadcrumbs":"Implement an advanced project » Implement an advanced project","id":"57","title":"Implement an advanced project"},"58":{"body":"","breadcrumbs":"Implement an advanced project » General description » General description","id":"58","title":"General description"},"59":{"body":"","breadcrumbs":"Implement an advanced project » nx configuration » nx configuration","id":"59","title":"nx configuration"},"6":{"body":"For adding a new model we should call newModel function from coreApp.odm. Lets add a country model, please add the following code before coreApp.runServer: const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); We also need to import string and number from lesan. These are validators exported from Superstruct . We use Superstruct to define models and validate function inputs and some other things. The newModel function accepts three inputs: The first input is to define the name of the new model. The second input is to define the pure fields of that model in the database. For this, we use an object whose keys are the names of each of the fields, and the value of these keys is obtained by one of the functions exported from Superstruct . The third input is to define the relationship between models. Because we have just one model here, we pass an empty object for that. We will read more about this later. Finally, the newModel function returns an object that has services such as insertOne, insertMany, updateOne, deleteOne, and so on.","breadcrumbs":"Getting start » Add New Model","id":"6","title":"Add New Model"},"60":{"body":"","breadcrumbs":"Implement an advanced project » Folder Structure » Folder Structure","id":"60","title":"Folder Structure"},"61":{"body":"","breadcrumbs":"Implement an advanced project » Microservice or Monolithic » Microservice or Monolithic","id":"61","title":"Microservice or Monolithic"},"62":{"body":"","breadcrumbs":"Manage replica » Manage replica","id":"62","title":"Manage replica"},"63":{"body":"One of the biggest challenges for implementing data retrieval capability in Lesan was when the customer requested dependencies of a table with more than two levels of penetration in depth. Let us review the previous methods before explaining Lesan's method.","breadcrumbs":"Receiving Data » Receive data","id":"63","title":"Receive data"},"64":{"body":"Many of the current structures for interacting with server-side applications require multiple requests to be sent to the server to receive a set of information related to each other. Also, due to the mismatch between the sent information and the customer’s needs, much of the sent information will be unused and will waste resources and bandwidth. The first problem is known as under-fetching, meaning that the received information is less than what is needed and requires a resend request to the server. This causes the number of server-responsive requests per unit time to decrease and its processing load to increase. The second problem is known as over-fetching, meaning that the customer only needs a specific part of the information, but the server sends other data in a table regardless of their needs. This problem causes additional bandwidth occupation and increases data exchange time. Facebook has introduced a new concept called GraphQL to solve these problems to some extent. This idea is very creative and practical but also comes with problems and challenges.","breadcrumbs":"Previous methods and the main challenge » Previous methods and the main challenge","id":"64","title":"Previous methods and the main challenge"},"65":{"body":"Given that GraphQL is a language for describing data models and how to request them, in addition to the implementation of the usual server program, there is also a need for a dedicated implementation of GraphQL. This violates one of the fundamental principles of programming, which is \"Don't repeat yourself\" (DRY) , and forces developers to learn the descriptive language specific to GraphQL, which is GQL. # This Book type has two fields: title and author\ntype Book {\ntitle: String # returns a String\nauthor: Author # returns an Author\n} type Mutation {\naddBook(title: String, author: String): Book\n} After the data model is described in GraphQL, for each request sent to the server, there is a need to parse and analyze the descriptive texts, which also has overhead processing. One of the things that is managed in GraphQL is sending data along with their relationships. However, the depth and type of relationships requested are not easily manageable, which causes non-optimal requests to be sent to the server. GraphQL is a general-purpose descriptive language and has not been optimized for a specific database. In fact, this tool has no view of what implementation has been done in other structures and certainly no specific optimization has been made on it. Sending a request in GraphQL is not in common and popular formats such as JSON, and this factor makes sending a request with many current tools a complex matter. Also, in GraphQL, the common standards for requests have not been used on the web and new concepts such as query, mutation, etc. have been created (this has both advantages and disadvantages).","breadcrumbs":"Previous methods and the main challenge » GraphQL Problems","id":"65","title":"GraphQL Problems"},"66":{"body":"The idea of connecting client-side nodes to the backend in Lesan is inspired by GraphQL, but in Lesan we tried to make this connection simpler and more practical so that we can solve the problems mentioned above. We focused on three points to do this: We do not add any language to the client and server (such as GQL language in GraphQL). Instead of implementing complex logic to filter fields selected by the user, we use the logic implemented within databases (here Aggregation in MongoDB). Because algorithms implemented within databases have more scalability and efficiency due to direct data communication. We store all relationships in data as embedded to reduce the amount of requests sent to the database. Let’s create descriptive information for different types of data and how they are embedded in server-side logic so that we can create more efficient data models in the NoSQL style. We can also simplify data management in the database without changing the information.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Lesan's solution for how to communicate between the server and the client","id":"66","title":"Lesan's solution for how to communicate between the server and the client"},"67":{"body":"In the first step, we tried to organize the data structure because we intended to use NoSQL databases and at the same time we needed to have structured data like SQL both at runtime and during development to simplify the management of embedded data as much as possible. We divided the relationships into two types of simple (inrelation) and complex or impossible (outrelation) for embedding. We stored simple relationships completely and stored complex relationships only in the number that could be returned in the first request (first pagination). We exactly left the data retrieval management to the client as MongoDB had defined it, that is, sending an object with a key (data name) and a value (0 or 1) to the client. We found a creative way to produce Aggregation Pipelines in MongoDB so that fewer documents are requested when receiving data as much as possible. We allowed the client to see all the models and functions written on each model and choose them in the same object sent. We allowed the client to see the output of each function written for each model along with the exact depth of its relationships that had previously been determined by the server-side programmer in a type-safe manner to make it easier to create the sent object. We created an ODM to simplify the process of receiving data along with its relationships and also to manage the repetitions created from embedded relationships within this ODM so that the server-side programmer writes less code. We prioritized input data validation and created a process for the server-side programmer to create a validator for each function written on each model so that we can run that validator before executing the function. In this validator, recursive data management along with the depth of penetration into the relationships of each model must be explicitly specified. Let us clarify the issue with an example: Let’s consider a schema named country with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; And also a schema for the province with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncenter;\ncountry;\ncities; And also a schema for the city with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncountry;\nprovince; The capital field in the country and the center field in the province are of type city and we completely embed them. This form of relationship is a simple relationship and we call it inrelation, which ultimately is a single object of the pure city fields (inrelations can also be multiple and be an array of objects) which is defined as follows: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false },\n}; All country relationships do not end here. This schema also has a relationship with the province and city. With one simple question, we can complete the country’s relationships: Is the number of provinces that we are going to keep inside the country too high? (i.e., if it is an SQL database, do we store the province key inside the country?) Answer: No, the number of provinces is limited and we can store all provinces inside the country schema. So this relationship is also inrelation. Therefore, the above object should be created in this way: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false }, provinces: { schemaName: \"province\", type: \"many\", optional: true },\n}; Another relationship we have in the country is the city, how do we define it? There are many cities in a country and we cannot store all the cities in a country schema. So this is a complicated relationship with a large number, we define it as outrelation that the process of defining it requires more information to know exactly what amount and what data we are going to embed, we add that information in the sort key. countryOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We also define the remaining fields of the country that are specific to it and are not related to any relationship as pure fields. countryPure: { name: string(), abb: optional(string()), ... } For the province, it is the same way: provinceInrelations = { center: { schemaName : \"city\", type: \"one\" }, country: { schemaName: \"country\", type: \"one\" }}\nprovinceOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \" _id\", order: \"desc\", type: \"objectId\"}}}\nprovincePure: { name: string(), abb: optional(string()), ... } And for the city, it is the same way: cityInrelations = { country: { schemaName: \"country\", type: \"one\" }, province: { schemaName: \"province\", type: \"one\" } }\ncityOutrelation = {}\ncityPure: { name: string(), abb: string() , ... } If you pay attention, every relation that is kept as inrelation in a schema, the related schema has also stored this schema as outrelation. It is worth noting that we save this form of defining schemas in the integrated runtime in an object called Schemas. We will discuss its structure further. But what is stored in the database is the initial form that we showed earlier. It means for the country: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; The amount of pure fields is known. And the value of the fields that are of the relation type of schemas will be in the form of objects of the pure type of that relation. That is, for example, for the country: {\nid: \"234fwee656\",\nname: \"iran\",\nabb: \"ir\",\ndescription: \"a big country in asia\",\ngeoLocation : [ [12,4], [32,45], ... ],\ncapital : { id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ]\n},\nprovinces : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ] }, { id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the provinces\n}],\ncities : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ] }, { Id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans cities\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the number limit for the first paginate\n}], Now the user can filter and receive all the fields of a schema along with the first depth of its relations by sending only one request to the database. This request is performed based on the process of projection in MongoDB according to the values of fields being one or zero. Without our framework having any involvement in this process. And without us writing an additional layer to filter the requested fields in it. (The process and form of this request will be explained later.) If the lower fields of a country’s schema are requested in a request, not only all the requested information will be received and returned to the user with one request to the server but also with one request to the database. If the following fields are requested from the schema of a country in a request. Not only with a single request to the server but also with a single request to the database, all requested information will be received and returned to the user: getCountry → id: 1 Name: 1 abb: 1 decsription: 1 capital → id: 1 name: 1 abb : 1 provinces → id :1 name : description : 1 cities → id : 1 name : 1 abb : 1 If a user penetrates more than one level of depth, what should be done? For example, if they request provinces for a country, they may also want its cities from within the provinces. Let’s examine what happens in SQL databases before we explain the Lisan framework solution: First of all, we run a query to find the country, because we have the country ID, we run an indexed query. After that, we run a query to find the capital, because we have its ID stored in the country, we run an indexed query. Then we send a query to find the first paginate of provinces. If we have stored the ID of all the provinces of a country inside it, we run an indexed query. Otherwise, we must send an unindexed query with the country ID filter found. Continuing with the example, if we had found 35 of the first paginate provinces. We should send a non-index query with a province ID filter for each one on each city and find the first paginated cities for each of the provinces. (For example, 50 for each province, which means 50 times 30) Finally, to find the first paginate cities for this country too, we need to send a non-index query with the ID filter of the found country on the city table You saw that the process was very complicated in SQL, now let’s see how the same process is done in Lesan . In the previous section, we mentioned that to get a country along with the first depth of its relationships (i.e., capital, states, and cities), we only send an indexed query to the schema of the country and receive all the information. Now we only need to receive information about cities for each province. To do this, while we have access to the information of the provinces, we send an indexed query to receive the provinces again. Because of the concept of outrelation, we are sure that the information of cities is stored within provinces. Therefore, by receiving the provinces again, we will also receive the information of cities. This will have two advantages for us. First, instead of sending a non-index query to the city, we send an index query to the province because we have received the province IDs in the first query.The second advantage is that instead of receiving a large number of cities, we have only received a few provinces. (For example, in SQL, the number of requested documents from the database is equal to 1 + 1 + (35 * 50) + 50. But in the Lesan method, only 1 + 35 documents have been requested.) Now imagine what would happen if more depth and relationships were requested? This is the Achilles' heel of projects written with GraphQL.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Proposed Method","id":"67","title":"Proposed Method"},"68":{"body":"As you noticed in the above example, if we can store all the dependencies of a table inside it, we can significantly reduce the number of requests sent to the database. This number is remarkably large. For example, in one of the best cases, if we have a table with 10 dependencies, each dependency is related to 10 other tables and all relationships are many-to-many. If we want to receive a list of 50 items from that table along with 2 steps of penetration into its relationships with one request, in SQL we should send 50 _ 10 _ 50 _ 10 which is equivalent to 250000 (two hundred and fifty thousand) requests sent to the database. But in Lesan all this data is collected with only 50 _ 10 which is equivalent to 500 requests sent to the database.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Why duplicate data?","id":"68","title":"Why duplicate data?"},"69":{"body":"Imagine a news database. We need a table for the authors and another table for the news written. Usually, at the end of each news, the name and some information of the author of that news are also included. If we place the information we need for the author of that news inside the news at the time of creation, we will not need to send a separate request to the database to receive the information of the author of that news when reading each news. But the problem arises when the author updates their information. For example, if they change their name from Ali to Ali Akbar. In this case, we have to update all the news written by that author. If this author writes an average of 10 news per day and works on this news website for more than 5 years, at least 18250 documents in the database must be updated. Is this cost-effective? In general, and in most cases, it can be cost-effective because news can be read more than a few thousand times a day and on the other hand, each author only changes their information once a year. Therefore, updating 18250 documents once a year is much less expensive than reading information from two different tables millions of times a day. Moreover, we have created a different solution for updating these repetitions called QQ, which updates them based on the amount of hardware resources used by the server side in different time periods and based on the value of the data. This process will be fully explained below.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » The Ratio Of Creation And Update To Data Retrieval","id":"69","title":"The Ratio Of Creation And Update To Data Retrieval"},"7":{"body":"Every model needs at least one act as an access point to communicate and send or receive data. For adding an act to countries please add the following code before coreApp.runServer: const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); We need to import object function ActFn type from lesan","breadcrumbs":"Getting start » Add an access point","id":"7","title":"Add an access point"},"70":{"body":"As you have seen, data duplication reduces the number of multiple requests to the database, which affects both the speed of receiving data and the way SSG content is created. In addition, the number of methods for receiving embedded data in these databases (especially aggregations in Mongodb) makes managing and filtering this data easier.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why noSQL?","id":"70","title":"Why noSQL?"},"71":{"body":"We had two ways to achieve the best performance: We would generally design a database from scratch to achieve at least the following points: give what we receive from the customer on the client side to the database so that we do not have any additional processing for analyzing the request. Embed all relationships at least to one level. In order to receive data from the database with any degree of penetration into the depths of relationships with only one query Among the available databases, let’s go for one of them and bring all our structures in line with it. Implementing a new database, although attractive, is infinitely time-consuming and requires a lot of time and cost to mature and become usable. Among the available databases, Mongodb met all our needs for at least three reasons: Mongodb is a NoSQL database and that’s exactly what we were looking for. The process of selecting recursive fields from this database, namely projection, is a standard object with the field name key and a value of zero or one, and we could ask the same object from the customer on the client side without any processing and send it to the database. And the key point was the creative idea of aggregation, because we could penetrate into the depths of relationships by sending only one request for any amount of data we wanted. It was enough to create helper functions for building request pipelines in this way. Let’s examine how to create a Pipeline for filtering and selecting data in Mongodb aggregations with an example: Consider the schemas we had for the country, province, and city tables, and now we want to receive a list of 25 provinces along with the country and cities of that province with one request. The Pipeline we create will be like this (the Pipeline that needs to be created for Lesan will be slightly different, which we will discuss later): provinces.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 }, }, },\n]); Now if we create the same Pipeline for a project that has been created with Lesan, it will be as follows: states.aggregation([ \"$project\": { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 } }\n]); Yes, we send an empty Pipeline because all relationships are embedded in Lesan and we only send the projection to select the requested fields. But what happens if we penetrate one more level deeper into the relationships? For example, let’s request the provinces of countries again from within the countries and request the country of that city again from within the cities (it is true that this example is unrealistically funny, but we implement it only for comparison so that the concept can be easily conveyed). In the usual case, the Pipeline will be like this: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"state\", localField: \"country.states._id\", foreignField: \"_id\", as: \"country.states\", }, }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $lookup: { from: \"country\", localField: \"cities.country._id\", foreignField: \"_id\", as: \"cities.country\", }, }, { $unwind: { path: \"$cities.country\", preserveNullAndEmptyArrays: true } }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); But the project created with Lesan will create a Pipeline as follows: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); If you notice, we have no Pipeline to get the provinces inside the country because we know that in Lesan all relationships are stored in an embedded way and if we have the country with its relationships, we have definitely stored the last 50 provinces of each country inside it in an embedded way. So while we store the country as Pure and without relationships in the axis of each province and have it, we receive it again with a Pipeline.Now, instead of 50 _ 50 + 50 documents (if we have requested 50 provinces per country by default), we only receive 50 documents (the country where the provinces are embedded). Now imagine that if, for example, the last registered restaurants in each country were also requested in this query, usually 50 _ 50 + 50 * 50 + 50 documents would have to be requested, but with Lesan, the same document received for each country will also have a list of the last 50 restaurants and we only request those 50 documents instead of 5050 documents. And as each relationship is added, these numbers will get further apart from each other. The same policy applies to cities in relation to the country. The only difference is that here 50 provinces are requested, each province wants the last 50 cities and each city has a relationship with a country that has been requested and we have to receive 50 _ 50 + 2500 documents which with Lesan we have reduced this number to 50 _ 50 documents. Another point to note is that the Pipeline created in the last stage in Lesan is very similar to the Pipeline created in the normal state in the first stage, only the Projection field in these two Pipelines is different.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why Mongodb?","id":"71","title":"Why Mongodb?"},"72":{"body":"We faced a problem with repeated data updates and said that we have created a process to send data to smaller parts for updates in different time periods. In the same example of the news agency mentioned above, we can divide document updates into several sections based on different criteria. For example, we can update newer news (e.g., the past 2 months) immediately and put older news in a queue for updating. For this purpose, we have created an entity language called Query Queue or QQ, which is an object of all commands that are to be sent to the database for data change. The existence of this object allows us to manage updates. For example, if there are millions of updates to be made, we divide them into smaller parts. Depending on the amount of server hardware resources involved, we send a small part for updating to the database. We check the server hardware resources again and if the server is not involved in heavy processing, we send another part for updating. In this classification, in addition to dividing the number of requests, we can also reduce the number of requests by comparing changes. For example, the author above changed his name from Ali to Ali Akbar once and changed his interests from reading to reading and sports a few hours later. Now we have two commands for data modification that can be sent to the database together. Therefore, we can merge these requests and then send them. If we consider this classification as a compartment for storing data modification commands, we can also use it to verify the consistency of repeated data. And if for any reason any part of the data encounters problems, we can use this compartment to find and correct those problems. We can also use artificial intelligence to manage changes in this queue, which will be explained in the relevant section.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Queuing data changes","id":"72","title":"Queuing data changes"},"73":{"body":"Content on the internet is usually divided into three parts: CSR or Client-Side Rendering, SSR or Server-Side Rendering and SSG or Static Site Generation. CSR content is usually created by JavaScript frameworks on the client side, which is why search engines cannot easily understand them. SSR content is processed on the server side and is easily understandable by search engines. However, to create this content, the server must be involved in processing them each time. The best contents for publishing on the web are SSG contents because they are completely understandable by search engines and the server will not be involved in processing their data. Static contents can be placed on CDNs (Content Delivery Networks) and requests for this content can be returned from the stored location on the network before it reaches the server. To understand the popularity of SSG content, you can refer to popular JavaScript frameworks such as Gastby and NextJS. One of the biggest problems with creating SSG content is the complexity of the data model. As the number of requests for data from the database increases, the amount of content that can be converted to SSG decreases. Because to create SSG content, the number of requests to the database must reach zero in order to produce static content. Lesan’s framework has simplified the conditions for creating SSG content by reducing the number of requests to the database. On the other hand, by dividing the content into two parts, dynamic and static, and creating a database inside RAM that is managed by processes similar to Redux, there will be more concentration on the processes of creating and requesting SSG content. In addition, Lessen only updates SSG content when a data has changed. Unlike the process that is usually used in NextJS or Gastby, which uses time periods to create and update SSG content due to lack of awareness of data changes. In this way, a specific time is determined in advance (for example, one day) to generate SSG content, and when that time ends, they send a request to the server to receive the content again and convert it to SSG and repeat this process. This cycle has two major problems: first, it is possible that the data has not changed and an unnecessary processing task is imposed on the server which can cause problems if the number of these requests on the server increases. And the second problem is that it is possible for the content on the server to change and it may be necessary to quickly update that content everywhere, including places where SSG content is stored. But in current processes, we have to wait until the time we have set in advance ends and send another request to the server to update the SSG content. Returning to the example of a news agency, if this website intends to convert its news to SSG content, it will face both of the above problems. On the one hand, the process of generating SSG content may be performed for many news items that have not changed, which creates an unnecessary processing load for the server. On the other hand, it is possible that a news item has been mistakenly converted to SSG content and the news agency wants to remove it quickly, but we have to wait until the end of the specified time for that content to disappear. Also, someone has to request this news after the end of this time. For these two simple reasons, many websites prefer to process their content in SSR form. But how can we create SSG content only when data changes in the main database? This can be easily done with Lesan.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » CSR, SSR or SSG content","id":"73","title":"CSR, SSR or SSG content"},"74":{"body":"The next issue is how to penetrate the depths. In GraphQL, you have very complex solutions to manage it , but in Lesan, this issue does not exist by default because in projects written with Lassan, the server-side programmer must determine the depth of the relationships of each accessible point from the program before writing any accessible point. Let’s take a look at implementing a small project with Lesan to clarify the matter. In Lassan, starting a project will be like this: First of all, we create an app with the Lesan framework, for example (this sample is written in TypeScript): const ecommerceApp = lesan(); We write the model we want for the software using the pure - inrelation - outrelation method and add it to our ODM application. Like this (consider the same information we mentioned in the above example for country and cities): const statePureObj = { id: optional(any()), name: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), abb: optional(string()), description: optional(string()),\n}; const stateInRel = { country: { schemaName: \"country\", type: \"one\", optional: false, }, cities: { schemaName: \"city\", type: \"many\", optional: true, },\n}; const stateOutRel = {}; const states = () => ecommerceApp.odm.setModel( \"state\", statePureObj, stateInRel as Record, stateOutRel as Record ); Now we create a function for this model and add it to our application actions (in fact, this action is available to the customer side user to call it) like this: const addStateFn: ActFn = async (body) => { const { set: { name, enName, countryId, geometries }, get, } = body.details; return await states().insertOne({ doc: { name, enName, geometries, }, relation: { country: new ObjectId(countryId) }, get, });\n}; In the Method written for insertOne in Lesan’s ODM, the input get is also received and returned using the aggregation method. The input relation also receives the relationships of the selected model and finds the pure information of all relationships based on the information we have given it before and stores them in an embedded form. Now we write a validator for this function as follows: const addStateValidator = () => { return object({ set: object({ countryId: string(), name: string(), enName: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), }), get: selectStruct(\"state\", 2), });\n}; As you can see, the validator function addState has an object with keys set and get. The set key is used for information that we need to add state, and as you saw in addStateFn, this information has been used. But the value of the get key is what we need to penetrate into its depth. This value must be an object of a model that accurately specifies the degree of penetration into each of the relationships of that model (here in addStateFn). Here the get key is generated by a function called selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: { country : { state: 2 }, cities: 1 } As a result, an object will be produced as follows : { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), country: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }, cities: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }\n} This object is used for validating the data sent from the client to the server. With this method, we have accurately and separately determined the depth of penetration for each function. If you notice, the key “get” is exactly similar to “projection” in MongoDB and after validating this object, we send it to the database without any changes to receive the data. Besides, we can inform the customer side of all the details of the written requests on the server. As a result, even before sending a request on the customer's side, we can understand what information needs to be sent and what information we can receive. Finally, we add this function and validator to our software with the setAct function. ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"state\", fn: addStateFn, actName: \"addState\", validator: addStateValidator(),\n});","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Penetration Into Depths » Penetration Into Depths","id":"74","title":"Penetration Into Depths"},"75":{"body":"","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice","id":"75","title":"Microservice"},"76":{"body":"There are different processes for implementing microservices around the world. However, in general, each service must have a separate and unique logic and data model with the least amount of dependency on other services. Therefore, the team working on each service can think independently about developing their software. Ultimately all services want to send and/or receive information from other services. If the data models are very different from each other, separate logic must be written for each data to be coordinated. In some microservice development models, it is preferred that the data model designed for services be as consistent as possible because different services can have many common features. Consider an ERP as an example. We have a service for accounting, a service for warehousing, and a service for running a store. All three of these services work with an entity called a product. Changing the product entity in any of these services affects the other services as well. For example, if a product is sold, the warehouse must be notified so that it can replace it in the store in time, and accounting must also have sales information to do its job. Therefore, if the product entity is consistent across all three services, writing server-side logic will be easier. In this type of microservice development, there is usually a senior programmer who knows about all three services and designs their models. This procedure will somewhat reduce the independence of services but ultimately create less trouble for development. Another problem that arises in microservices is the lack of data consistency. Take the same ERP example. If a product is sold but not registered in the accounting service or removed from the warehouse but not registered in the store, it will cause data inconsistency. To reduce these inconsistencies, a tool called a message broker is recommended. With this tool, all messages that are supposed to be exchanged between two services are sent to an independent service and stored there. If a service does not work properly, messages are not lost and as a result, data always remains consistent and coordinated. The next issue in microservices is the distribution of server-side hardware resources. If we have a large number of services, managing the processors of these services will be complicated and we will need many tools to analyze requests so that we can know the amount of hardware resources involved in running each piece of code. In addition, the exchange of messages between services is also an additional processing load that must be performed. Also, the repetitions created from the data require not only additional space for storage but also the need to write parallel logic because each logic processes a separate data. However, the main problem in distribution of processing load arises at the time of horizontal load division. If the data is integrated in one place, managing the distribution of processing load will be simple but when each service has its own database and processing load and at the same time needs other service data, distribution of processing load for it requires considering these dependencies. Given the limitations of vertical load division, removing obstacles to horizontal load division is essential. Lassan offers small solutions for implementation of microservices that can reduce their implementation complexity. It also proposes a new process that has an architecture between microservices and monoliths that will be explained later.","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice process implementation","id":"76","title":"Microservice process implementation"},"77":{"body":"As mentioned in the above section, Lesan is a collection of models and actions created for those models. But in fact, these models are placed inside another object called contentType. contentType includes two other objects called dynamic and static (which will be explained later). contentType itself is also placed inside another object called main or any other service that is active in this process. All the information available in the main key can be obtained with the getMainActs function. All functions created with the setAct function are stored by default inside the main object. But there is another function called setService. With this function, we can add another service to our project. After adding a new service, we can access it by sending an object from the client side that has a service key. The setService function has two inputs: the first input is the name of the service and the second input can be obtained in two ways: As a string, which is actually the address of access to another service. As another object, which is actually the output of the getMainActs function in another service. If the second input is a string, http or grpc methods are used to communicate with it, and if it is an object, that other service comes up as a plugin on this current service. As a result, we can manage a project both as a monolith and as a microservice at the same time.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Lesan solution","id":"77","title":"Lesan solution"},"78":{"body":"To create a model in Lesan, it can be expanded based on another extensive model so that it has nothing more than that and can only have some of its keys. Therefore, we can create a database for all services along with all models that have all the necessary keys in all services. Then each service defines its own model separately based on the integrated database model and takes some of its required keys from that main model. Given the way models are written in Lesan (model implementation based on a schema validator), we can have a common database and at the same time each service can validate its own data based on the expanded model of the comprehensive and original model. Also, it is possible to move models and actions written in Lesan, and we can easily have each service’s database separately or simultaneously with other services. On the other hand, NoSQL databases are usually schemaless and any shape or form can be given to data in the database. Lesan is currently developed based on MongoDB. If we can put all service models in a comprehensive database, we can prevent data duplication and we no longer need to write parallel logic to manage this duplication. In addition, we do not need any tools for synchronization or writing separate logic to standardize data. Finally, we can also take advantage of the ease of horizontal distribution of NoSQL databases without worrying about data consistency. Consider the following example: Suppose we have several services named core - ecommerce - blog and so on, all of which have a model for users named user. We can create a model of the user that has all the fields of all these services and share it among all services, like this: import { any, array, boolean, date, enums, InRelation, number, object, optional, OutRelation, string,\n} from \"../../../deps.ts\"; export const level = enums([\"Admin\", \"Editor\", \"Author\", \"Ghost\", \"Normal\"]);\nexport const gender = enums([\"Male\", \"Female\"]); export const addressObj = object({ addressId: string(), countryId: string(), stateId: string(), cityId: string(), addressText: string(), location: optional( object({ type: string(), coordinates: array(array(number())), }) ),\n}); export const pureUserObj = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; export const userInRel: Record = {};\n// TODO how c\nexport const userOutRel: Record = { blogPosts: { schemaName: \"blogPosts\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; Now, for example, we create a model of the user for ecommerce as well and write its fields in such a way that it does not have anything more than the shared user model, like this: import { ecommerceApp } from \"../../../../../apps/ecommerce/mod.ts\";\nimport { any, array, boolean, date, InRelation, number, optional, OutRelation, string,\n} from \"../../../deps.ts\"; import { addressObj, gender, level, pureUserObj as sharedPureUserObj, userInRel as sharedUserInRel, userOutRel as sharedUserOutRel,\n} from \"../../shared/mod.ts\"; const userPureObj: Partial = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; const userInRel: Partial = {}; const userOutRel: Partial = { // blogPosts: { // schemaName: \"blogPosts\", // number: 50, // sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, // }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; export const users = () => ecommerceApp.odm.setModel( \"user\", userPureObj, userInRel as Record, userOutRel as Record ); Now we can connect them to a common database while several services continue their work independently, provided that the data validation of the schemas works independently for each service and only understands its own data. You can see a complete example of this type of microservice implementation here.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » A suggestion for microservices (an architecture between microservices and monolith)","id":"78","title":"A suggestion for microservices (an architecture between microservices and monolith)"},"79":{"body":"As explained in the section “Why data duplication” above, machine learning will be used in Lesan to manage the repetitions created in the data. In this way, a weight is given to each content according to different criteria, and if a request is made to update that content within QQ, changes are sent to the database according to the weight of the content. These weights can be feedback rate of the content, the amount of sharing it has, its dependencies or dependencies that other contents have on it, the time of content creation, whether it is related to the public or an individual and so on. Also, artificial intelligence and machine learning can be used to integrate and standardize commands within QQ. In this way, if we find several requests to update a schema that have been registered, we can merge them together. Artificial intelligence suggestions can be used to optimize the data model to better manage how dependencies are placed. This will minimize the amount of processing and speed up the receipt of information.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Artificial intelligence","id":"79","title":"Artificial intelligence"},"8":{"body":"As you can see, to add an act to country, we need to use the setAct function in coreApp.acts. This function receives an object as input that has the following keys: schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. fn is the function we call when a request arrives for it. validator is a superstruct object which is called before calling the act fn and validating the given data. Validator includes set and get objects. An optional key named validationRunType that receives the values of assert and create and determines the type of validator run so that we can create data or change previous data during validation. You can read about it here . There is another optional key called preAct which receives an array of functions. These functions are executed in the order of the array index before the execution of the main endpoint function. With these functions, we can store information in the context and use it in the main function, or not allow the main function to be executed. We mostly use this key for authorization and authentication. You can think of that key as middleware in Express. Like preAct, there is another optional key called preValidation. which, like preAct, receives an array of functions and executes them in order before executing the validation function. There is a context inside Lesan, which is available by contextFns.getContextModel() function. And we can share information between the functions of an Act like preAct, preValidation, validator and fn through this context. By default, the body and header of each request are available in this context. In addition, the fn function receives an input called body, which is the body of the sent request. If we have changed the body in the context. The body entered in fn function will be updated and changed.","breadcrumbs":"Getting start » The setAct function","id":"8","title":"The setAct function"},"80":{"body":"Let's create a simple web server with deno: You can find a complete implementation of this example here . First of all, create a mod.ts file and import the latest version of lesan and assign it to a constant variable called coreApp: import { lesan } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); Please select the final version of Lusan from here and replace xxx with it. Before anything, let's connect a database to our app, so add a new MongoDb instance to your code. First, import MongoClient from lesan: import { lesan, MongoClient } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and create a database instance via new MongoClient: const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/${your_database_name}\"); const db = client.database(\"core\"); We should set up the ODM with a new database instance: coreApp.odm.setDb(db); As we have said before, to create a model, we need to define its pure fields with the name of pure and the relations of that model in two types of inrelation and outrelation. pure is merely a simple object with key of string and a value similar to SuperStruct structure. inrelation represents an array or a single pure object of another MongoDb collection, we want to embed in the current document. In SQL modeling, for every relation we save the key or id which we call inrelation. As an example, we have a blogPost which has a creator from the user collection and we save the pure model of the user in the blogPost collection. outrelation specifies a relation for a specific collection but it could contain an unbound set of data that could outgrow the 16MB limit size of a document in MongoDB. Thus we do not even save its key or id in SQL modeling. For example, we have a user entity who writes many blog posts and we save for example an array of pure objects of blogPost in order of the date published for the first pagination in the user collection containing the latest 50 blog posts. Now let's get our hands dirty and create the user and country schemas: First import string number optional InRelation and OutRelation from lesan : import { InRelation, lesan, MongoClient, number, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and then create the schema shapes: const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We should set the schema in coreApp: const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); At this point, we need to have some endpoints to call from an HTTP request, so let's write some endpoints. For creating an endpoint, we need to set the act from coreApp.acts.setAct function which requires type schema actName validator and fn. The type is just an enum of two possible options namely, static and dynamic. schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. a validator is a superstruct object which is called before the act fn calling and validation the given data. validator includes set and get objects. fn is the function we call when a request for it arrives. The following is an one example of act: Before creating act, import object and ActFn from lesan: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and the act will be in the following form: const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); The last thing we need is just to run the web server: coreApp.runServer({ port: 8080, typeGeneration: true, playground: false }); When typeGeneration is set to true, it creates a declarations folder with some typescript typings we need in the project. Now run this command in the terminal: deno run -A mod.ts If the web server comes up correctly, you will see the following message: We are all set and now we can send a POST HTTP request to http://localhost:8080/lesan, include the following in JSON format inside the body in order to retrieve the desired data: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"user\", \"act\": \"addUser\" }, \"details\": { \"set\": { \"name\": \"Seyyedeh Sare Hosseini\", \"address\": \"Iran, Hamedan\", \"age\": 5 }, \"get\": { \"age\": 1, \"address\": 1 } }\n} The working of projection for retrieving data is fundamentally based on MongoDb Projection . The coreApp.schemas.selectStruct function can limit the projection based on your schema relationships and prevent an infinite loop in retrieving data. After running the server with typeGeneration set to true, the declarations folder is created and you can import userInp from generated type and make coreApp.schemas.selectStruct(\"user\", { country: 1 }) type safe: import { userInp } from \"./declarations/selectInp.ts\"; const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; The following is the full example of what we have discussed so far: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); coreApp.odm.setDb(db); const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const createdCountry = await countries.insertOne(body.details.set); return await countries.findOne({ _id: createdCountry }, body.details.get);\n}; coreApp.acts.setAct({ type: \"dynamic\", schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 8080, typeGeneration: true, playground: false });","breadcrumbs":"Starting work with Lesan » Starting work with Lesan","id":"80","title":"Starting work with Lesan"},"81":{"body":"Lesan provides the capability to create independent services which follow the distributed architecture for your system. Follow the below instructions in order to create a microservice example: Move the mod.ts file to core/mod.ts and create another file in ecommerce/mod.ts and place the following code in it: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const ecommerceApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); ecommerceApp.odm.setDb(db); const warePure = { name: string(), brand: optional(string()), price: number(),\n}; const wareTypePure = { name: string(), description: string(),\n}; const wareInRel: Record = { wareType: { schemaName: \"wareType\", type: \"one\", },\n}; const wareOutRel = {}; const wareTypeInRel: Record = {}; const wareTypeOutRel: Record = { wares: { schemaName: \"ware\", number: 50, sort: { field: \"_id\", order: \"desc\" }, },\n}; const wares = ecommerceApp.odm.setModel( \"ware\", warePure, wareInRel, wareOutRel\n);\nconst wareTypes = ecommerceApp.odm.setModel( \"wareType\", wareTypePure, wareTypeInRel, wareTypeOutRel\n); const addWareValidator = () => { return object({ set: object(warePure), get: ecommerceApp.schemas.selectStruct(\"ware\", { country: 1 }), });\n}; const addWare: ActFn = async (body) => await wares.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"ware\", actName: \"addWare\", validator: addWareValidator(), fn: addWare,\n}); const addWareTypeValidator = () => { return object({ set: object(wareTypePure), get: ecommerceApp.schemas.selectStruct(\"wareType\", 2), });\n}; const addWareType: ActFn = async (body) => await wareTypes.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"wareType\", actName: \"addWareType\", validator: addWareTypeValidator(), fn: addWareType,\n}); ecommerceApp.runServer({ port: 8282, typeGeneration: true, playground: false }); Now we have to create servers, one for the core on port: 8080 and another server for ecommerce on port: 8585. Then let's implement ecommerce as a microservice in core. It can be done quite easily by just adding these lines of code before coreApp.runServer(...). coreApp.acts.setService(\"ecommerce\", \"http://localhost:8282/lesan\"); Now execute deno run -A mod.ts in both of core/ and ecommerce/ folders until you could see the following message in your terminal: /on core : HTTP webserver running. Access it at: http://localhost:8080/ and on /ecommerce : HTTP webserver running. Access it at: http://localhost:8282/ You can now send an HTTP POST request for adding wareType which belongs to the ecommerce service on the http://localhost:8585/lesan endpoint with the following JSON in the request body: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} And even add wareType by sending an HTTP POST request to http://localhost:8080/lesan which is for core service with this JSON on request body : { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} and even better you can export all ecommerce actions with just one line of code. Thus, add the below code before ecommerceApp.runServer(...) in ecommerce/mod.ts and comment the runServer line. export const ecommerceActs = ecommerceApp.acts.getMainActs();\n// ecommerceApp.runServer({ port: 8585, typeGeneration: true, playground: false }); Now import ecommerceActs in core/mod.ts: import { ecommerceActs } from \"../ecommerce/mod.ts\"; and change coreApp.acts.setService to : coreApp.acts.setService(\"ecommerce\", ecommerceActs); Now we have all the ecommerce actions, even without running the ecommerce server and sending addWareType request to the core service for creating wareType. If you want to see your actions, simply use this line of code anywhere in your code: const acts = coreApp.acts.getAtcsWithServices(); console.log();\nconsole.info({ acts }, \" ------ \");\nconsole.log();","breadcrumbs":"Starting work with Lesan » Microservice Architecture with Lesan » Microservice Architecture with Lesan:","id":"81","title":"Microservice Architecture with Lesan:"},"82":{"body":"Above, it was said briefly about schemas; In general, each schema includes: pure, inrelation, outrelation, embedded and struct, which is enclosed in two types, dynamic and static, and is included in another object called service. By default, the service object has the main key. And by adding other microservices, other keys will be added to it. We have used the superstruct library to create a pure structure in each schema; As a result, these values can be used for each field: https://docs.superstructjs.org/api-reference/types","breadcrumbs":"Structures » Schemas » Schemas","id":"82","title":"Schemas"},"83":{"body":"As mentioned in the previous section, pure include the pure features of a schema. In fact, the features that are specific to the schema itself, not the relationships it has. For example, the schema of a city has pure features: city ID, city name, its geographical location, and so on. The structure of a pure schema is as follows, which includes a key and its type of feature. export interface PureModel { [key: string]: Struct;\n} for example, the pure features of the city schema are defined as follows: { name: string(), enName: optional(string()), geometries: optional(object({ type: string(), coordinates: array(array(number())), })),\n};","breadcrumbs":"Structures » Pure Structure In Schema » Pure Structure In Schema","id":"83","title":"Pure Structure In Schema"},"84":{"body":"As mentioned in the proposed method section, when schema A has a relationship with schema B, we store the pure values of schema B in the form of embed in schema A. The relationship inrelation is divided into two types of single and multiple. If it is single, inrelation will be an object. If it is multiple, it will be an array of objects. The important issue is how many pure objects we can store in relation as embed? We have no limitation for this issue in Lesan but MongoDB database has a limitation of 16 megabytes for each BSON document. Since the number of our relations may not end up with one relation, it is better to consider a limitation ourselves. For example, if the total number of documents we want to embed is less than 100, we consider this relationship as inrelation. If the number is more than 100, we define this relationship as outrelation. The outrelation will be explained later. The structure of the inrelation relationship is as follows: export interface InRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: \"one\" | \"many\";\n} In this structure, SchemaName is the name of the schema that schema ‘A’ is associated with. Type can also have the values one or many. If the relationship is single, type takes the value of one and if it is more, it receives the value of many. For example; As you can see below, the province schema has an inrelation relationship with the country schema, and since each province has only one country, the type of this relationship is single, so type = “one”. And since the number of cities in a province is also very limited. The province schema also has an inRelation relationship with the city, and since its number is more than one, its type becomes many. stateInrelations = { cities: { schemaName: \"city\", type: \"many\" }, country: { schemaName: \"country\", type: \"one\" },\n};","breadcrumbs":"Structures » The InRelation Structure In Schema » The InRelation Structure In Schema","id":"84","title":"The InRelation Structure In Schema"},"85":{"body":"The outerRelation structure is a relationship that has more than the limitation that we have considered by default for the inrelation relationship. In this type of relationship, we try to store a limited number that may be requested in the first request in an embedded way with a special algorithm. The important point is that for the next user request, they can easily send their request to the main schema and receive the rest of the list from there. Ultimately, this will significantly reduce the number of requests sent to the server. For example, the number of cities in a country is usually more than a few hundred cities. Our limitation for the inrelation relationship was one hundred, so we store a limited number of cities within the country as an embedded outrelation relationship. By default, we have considered this limited number to be fifty and have sorted these fifty cities by their creation date and in DESC order. Or in another example, if we consider the user schema and the order schema in a shopping program, each order has a customer who is of the user schema type. Therefore, the user is stored in the order schema as an inrelation relationship of type one and embedded. On the other hand, the user schema is also related to the order schema. The user’s orders may be very large, so we store a limited number of each user’s orders as an outRelation relationship embedded in the user schema. We can even store orders multiple times as an outrelation relationship in the user schema. Once sorted by order registration date and once sorted by order price and … The structure of the outrelation relationship is as follows: export interface OutRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * number of value that we want to keep */ number: number; /** * sort : {field , order} - field of sort , and order of sort */ sort: { field: string; order: \"asc\" | \"desc\"; type: \"number\" | \"date\" | \"objectId\"; };\n} In this structure, schemaName is the name of the schema that schema A is related to. Number is the number of fields we want to keep in this schema, and an object called sort that includes three values: 1- field that we want to sort by. 2- Order type of ascending or descending. 3- Type the type of field we want to sort by.","breadcrumbs":"Structures » The structure of OutRelation in the schema » The structure of OutRelation in the schema","id":"85","title":"The structure of OutRelation in the schema"},"86":{"body":"The embed structure is created at runtime and when the createEmbeded function is executed, it finds all the inrelation and outrelation relationships of all schemas from other schemas and replaces the pure relationship values. If we consider the relationships of a schema as follows: inrelation: {\n\"country\": { schemaName: \"country\", type: \"many\" }, },\noutrelation: { \"orders\": { schemaName: \"order\", number: 50, sort: { filed: \"id\", order: \"desc\" }, },\n}, The structure of the embedded will be as follows: embedded: { \"country\": object({ \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), },","breadcrumbs":"Structures » The structure of embed in the schema » The structure of embed in the schema","id":"86","title":"The structure of embed in the schema"},"87":{"body":"The Struct is also created at runtime and when the createStruct function is executed, it is used to fully validate that schema. The Struct contains the pure properties of a schema and the embedded properties extracted above. For example, the struct for the user schema that has a relationship with country and order is as follows: struct: { name:string(), lastName:string(), \"country\": { \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), }, You can read all the features of the superstruct library here .","breadcrumbs":"Structures » The structure of Struct in the schema » The structure of Struct in the schema","id":"87","title":"The structure of Struct in the schema"},"88":{"body":"Inside the lesan, there is a web server without any dependencies that receives requests and responds appropriately. The structure of this web server is included in a try-catch, so the rest of the written code does not need to be covered with try-catch and it is only necessary to return an appropriate error for each function so that the same error can be sent to the customer side without any unexpected crashes. The structure of the requests that should be sent to the server is a JSON as follows: { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"state\", \"act\": \"getState\" }, \"details\": { \"set\": { \"_id\": \"626fbe6e4b628d43f7e92ae9\" }, \"get\": { \"name\": 1, \"country\": { \"_id\": 1, \"name\": 1, \"states\": { \"_id\": 1, \"name\": 1, \"country\": { \"name\": 1 } } } } }\n} With the service key, we can choose which microservice is going to respond to the request. By default, the value of this field is main. Sending this key is not mandatory. The contents key receives the values dynamic and static. The “wants” key is an object with two keys: model and act. In the model key, the models that exist in the static and dynamic values are selectable and in the act key, the actions that exist in the selected model are selectable. In the details key, there is also an object with two keys set and get. The set key includes all the information that the selected action in the act key needs and the get key includes information that this action is supposed to return to us and we can choose whether to return details with values of zero or one.","breadcrumbs":"Structures » runServer (web server structure) » runServer (web server structure)","id":"88","title":"runServer (web server structure)"},"89":{"body":"In addition to processing the sending structure explained above and delivering the correct information with the correct facilities to the final function, this web server can also process requests that are for downloading or uploading files and ultimately has a context within itself that can be shared between validators and action functions.","breadcrumbs":"Structures » Request processing » Request processing","id":"89","title":"Request processing"},"9":{"body":"In the addCountryValidator function that we wrote for the validator key, we have returned the object function from the Superstruct struct. This object contains two key: set: It is an object in which we define the required input information for each function available on the client side. In the desired function, we can get the set object information from this address. body.details.set. Note that this object must be of Superstruct object function type. get: This key is also a Superstruct object, where we specify what data can be sent to the client. This object is used in such a way that the client can specify what data he needs with values of 0 or 1 for each key. Actually, this object can be like this: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) But as you can see, we have used selectStruct function of coreApp.schemas.selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: get: coreApp.schemas.selectStruct(\"country\", { provinces: { cities: 1 }, createdBy: 2, users:{ posts: 1 } }), As a result, an object will be produced as follows: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), provinces: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), cities: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) }), createdBy: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), livedCity: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), province: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }), }), posts: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), auther: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), }) }) }), users: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), post: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), }) }) }) We directly send the data received from the get key as a projection to MongoDB.","breadcrumbs":"Getting start » The Validator function","id":"9","title":"The Validator function"},"90":{"body":"In fact, every model we create in the database will be one of the dynamic object keys inside the schemas object. Inside this key, for each of the actions written on that model, we create a key and this key also has two other keys. The validator key is executed before the action function and validates the data required by the action before executing its function. The act key is actually the main action function and at runtime will apply the requested changes to the model. The structure of dynamic is as follows: dynamic: { user: { create: { validator: () => { return true; }, fn: (body) => { return result; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, },","breadcrumbs":"Structures » Dynamic structure » Dynamic structure","id":"90","title":"Dynamic structure"},"91":{"body":"The structure of static is exactly the same as the structure of dynamic, except that it stores information in RAM and is usually used to store a parsed page of client-side apps. This has two advantages: first, if a page was supposed to send multiple requests to the dynamic structure, by storing its information in the static structure, we can receive this information by sending only one request to one of the keys set on the static structure models. Second, the stored information inside the static structure is stored in RAM so that it can be created, updated, deleted and retrieved more quickly. The stored information inside the static structure is managed with an immutable state management. Finally, the static structure acts as a cache layer, a layer whose information has an appropriate interaction with the actual data inside the database and can be easily updated and managed. The structure of static is as follows: static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, },\n},","breadcrumbs":"Structures » Static structure » Static structure","id":"91","title":"Static structure"},"92":{"body":"","breadcrumbs":"lesan » lesan functions","id":"92","title":"lesan functions"},"93":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function getSchemas getPureOfMainRelations getSchema getPureSchema getPureFromMainRelations getPureFromRelatedRelations createEmbedded createStruct getSchemasKeys","breadcrumbs":"lesan » schemas » schemaFns » schemaFns functions","id":"93","title":"schemaFns functions"},"94":{"body":"get object of schema @returns all schemas","breadcrumbs":"lesan » schemas » schemaFns » getSchemas » getSchemas functions","id":"94","title":"getSchemas functions"},"95":{"body":"extract pure feature of inrelations schema @param schemaName - name of schema @returns return pure fetaures of schema that we have inrelation with it for example if: inerRelation of schema is equal to \"posts\": { schemaName: \"post\", type: \"many\" },\n}' output of this function is equal to : \"posts\": array({\n\"id\": string(),\n\"title\": string(),\n\"content\": string(),\n}),}","breadcrumbs":"lesan » schemas » schemaFns » getPureOfMainRelations » getPureOfMainRelations","id":"95","title":"getPureOfMainRelations"},"96":{"body":"get one feature of schema by schemaName @param schemaName - name of schema that we want feature @returns return one schema feature for example:","breadcrumbs":"lesan » schemas » schemaFns » getSchema » getSchema","id":"96","title":"getSchema"},"97":{"body":"const coreApp = lesan(); const locationPure = { name: string(), population: number(), abb: string(),\n}; const cities = coreApp.odm.newModel( \"city\", locationPure, { country: { schemaName: \"country\", type: \"single\", optional: false, relatedRelations: { cities: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"asc\", }, }, }, }, },\n); const getCitySchema = coreApp.schemas.getSchema(\"city\"); getCitySchema is where getSchema is used this function return: * pure: { * \"_id\": string(), * \"name\": string(), * \"location\": array(number(), number()), * }, * \"relations\": { \"country\": { \"schemaName\": \"country\", \"type\": \"single\", \"optional\": false, \"relatedRelations\": { \"cities\": { \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"asc\" } }\n}\n}\n} mainRelations: { \"country\": { schemaName: \"country\", \"type\": \"single\", \"optional\": false } }, \"relatedRelations\": { \"users\": { \"mainRelationName\": \"livedCities\", \"mainRelationType\": \"multiple\", \"schemaName\": \"user\", \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"desc\" } }\n}","breadcrumbs":"lesan » schemas » schemaFns » getSchema » example","id":"97","title":"example"},"98":{"body":"get pure feature of one schema @param schemaName - name of schema that we want pure feature @returns return pure feature of schema for example: { \"id\": string(), \"name\": string(), \"age\": number(), },","breadcrumbs":"lesan » schemas » schemaFns » getPureSchema » getPureSchema","id":"98","title":"getPureSchema"},"99":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getPureFromMainRelations » 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For this reason, we can extract name, population, and abb from within body.details.set. get: Contains selected information that the user needs to be returned. Therefore, we can pass this object directly to Mongo projection. As you can see, we have used the insertOne function, which was exported from the countries model, to add a new document. This function accepts an object as input, which has the following keys: { doc: OptionalUnlessRequiredId; relations?: TInsertRelations; options?: InsertOptions; projection?: Projection;\n} The doc key receives an object of the pure values of the selected model. OptionalUnlessRequiredId type is the document type in the official MongoDB driver. You can read about it here . The relations key receives an object from the relations of this model. There is no relationship here. We will read about this in the next section. The options key gets the official MongoDB driver options to insertOne. You can read more about this here The projection key is used to receive written data. We use native projection in MangoDB. You can read MongoDB's own documentation here . In insertOne, you can only penetrate one step in relationships. Here you can get only pure fields because there is no relation. We will read more about this later.","breadcrumbs":"Getting start » The fn function","id":"10","title":"The fn function"},"100":{"body":"extract pure feature of outrelation of schema @param schemaName - name of schema @returns return pure fetaures of schema that we have outrelation with it for example if: outrelation of schema is equal to '{ \"comments\": { schemaName: \"comment\", number: 50, sort: { filed: \"id\", order: \"desc\" }, }, }' output of this function is equal to :{ \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » getPureFromRelatedRelations » getPureFromRelatedRelations","id":"100","title":"getPureFromRelatedRelations"},"101":{"body":"create embed features, embed feature is equal to all of pure features of inerRelations and outerRelations @param schemaName - name of schema @returns return embedd feature of schema for example { \"posts\": array({ \"id\": string(), \"title\": string(), \"content\": string(), }), \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » createEmbedded » createEmbedded","id":"101","title":"createEmbedded"},"102":{"body":"create struct features, struct feature is used for create client of db. struct feature is include pure feature and embed features @param schemaName - name of schema that we want struct feature @returns return struct feature for example : assign( object({ \"id\": string(), \"content\": string(), }), object({ \"user\": object({ \"id\": string(), \"name\": string(), \"age\": number(), }), \"post\": object({ \"id\": string(), \"title\": string(), \"content\": string(), }), }), ),","breadcrumbs":"lesan » schemas » schemaFns » createStruct » createStruct","id":"102","title":"createStruct"},"103":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getSchemasKeys » getSchemasKeys","id":"103","title":"getSchemasKeys"},"104":{"body":"this function is create for define all things in local scope and also all functions of inrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » mainRelationsFns » mainRelationsFns","id":"104","title":"mainRelationsFns"},"105":{"body":"get all of inerRealation of one schema @param schemaName - name of schema that we want inerRealation of it","breadcrumbs":"lesan » schemas » mainRelationsFns » getMainRelations » getMainRelations","id":"105","title":"getMainRelations"},"106":{"body":"this function is create for define all things in local scope and also all functions of outrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relatedRelationFns » relatedRelationFns","id":"106","title":"relatedRelationFns"},"107":{"body":"getOutRelations of one schema @param schemaName - name of schema that we want outerRelations","breadcrumbs":"lesan » schemas » relatedRelationFns » getRelatedRelations » getRelatedRelations","id":"107","title":"getRelatedRelations"},"108":{"body":"this function is create for define all things in local scope and also all functions of pure define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » pureFns » pureFns","id":"108","title":"pureFns"},"109":{"body":"add pure feature of model to schema @param name - name of schema that we want to add pure features @param pureModel - key and type of model to add schema @example name:\"city\" pureModel: { \"name\":string() }","breadcrumbs":"lesan » schemas » pureFns » addPureModel » addPureModel","id":"109","title":"addPureModel"},"11":{"body":"So this is all the code we've written so far (You can also see and download this code from here ): import { ActFn, lesan, MongoClient, number, object, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » The code","id":"11","title":"The code"},"110":{"body":"get pure features of one schema @param name - name of schema that we want to get pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModel » getPureModel","id":"110","title":"getPureModel"},"111":{"body":"get pure one feature of one schema by name of schema and key of feature @param name - name of schema that we want to get one pure feature @param key - key of feature of schema that we want to get one pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModelByNameAndKey » getPureModelByNameAndKey","id":"111","title":"getPureModelByNameAndKey"},"112":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relationFns » relationFns","id":"112","title":"relationFns"},"113":{"body":"get inerRelatrion or outerRealtion of one schema @param name - name of schema @param relationType - type of relation that we want (inerRelatrion or outrelation)","breadcrumbs":"lesan » schemas » relationFns » getRelation » getRelation","id":"113","title":"getRelation"},"114":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStructFns","id":"114","title":"selectStructFns"},"115":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » fieldType » fieldType","id":"115","title":"fieldType"},"116":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » decreaseIterate » decreaseIterate","id":"116","title":"decreaseIterate"},"117":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » checkRelation » checkRelation","id":"117","title":"checkRelation"},"118":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStruct » selectStructFns","id":"118","title":"selectStructFns"},"119":{"body":"this function is create for define all things in local scope and also all functions define in this function @function @param {Services} acts - is type of Services for get ServiceKeys in function @returns - return objects of all functions that define in this function const actsSample = { dynamic: { user: { create: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, }, static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, }, }, }; const actsObj: Services = { main: { dynamic: {}, static: {}, }, };","breadcrumbs":"lesan » acts » acts functions","id":"119","title":"acts functions"},"12":{"body":"The last thing we want to talk about is the coreApp.runServer function, this function receives an object input that has the following keys: port used to specify the port used to run the server. polyground that receives a Boolean value that specifies whether the Polyground is available at http://{server-address}:{port}/playground address. typeGeneration, which receives a Boolean value and creates a folder named declarations, and inside it, the typefaces of the program are generated to be used in various cases, we will read more about this later. staticPath that receives an array of paths as a string and makes the content inside these paths statically serveable. We will read more about this later. cors which receives either the * value or an array of URLs as a string, and makes these addresses have the ability to communicate with the server and not receive the cors error.","breadcrumbs":"Getting start » Run Server function","id":"12","title":"Run Server function"},"120":{"body":"set Actions to main service @param {ActInp} actInp - actInp is equal to{ type: type of Actions static or dynamic, schema: schema name of action for example city actName: name of action for example createCity, validator: validator function, fn: function of createUser }","breadcrumbs":"lesan » acts » setAct » setAct","id":"120","title":"setAct"},"121":{"body":"get key of services @function","breadcrumbs":"lesan » acts » getServiceKeys » getServiceKeys","id":"121","title":"getServiceKeys"},"122":{"body":"get actions of schema of main service @param schema - name of schema @param type - type of sctions of service dynamic or static","breadcrumbs":"lesan » acts » getActs » getActs","id":"122","title":"getActs"},"123":{"body":"get actions of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static","breadcrumbs":"lesan » acts » getActsKeys » getActsKeys","id":"123","title":"getActsKeys"},"124":{"body":"get specific action of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static @param actName - name of actions","breadcrumbs":"lesan » acts » getAct » getAct","id":"124","title":"getAct"},"125":{"body":"get all acts of all service @function","breadcrumbs":"lesan » acts » getAtcsWithServices » getAtcsWithServices","id":"125","title":"getAtcsWithServices"},"126":{"body":"get acts of main service @function","breadcrumbs":"lesan » acts » getMainActs » getMainActs","id":"126","title":"getMainActs"},"127":{"body":"get specific Dynamic Action of main service with schemaName and actName @param schema - name of schema for example: user @param actName - name of Actions for example: create @returns return specific action of schema @example for example output is: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }","breadcrumbs":"lesan » acts » getMainAct » getMainAct","id":"127","title":"getMainAct"},"128":{"body":"set acts to service or ser addreess to service @param serviceName - name of service @param service - type of service string or Acts","breadcrumbs":"lesan » acts » setService » setService","id":"128","title":"setService"},"129":{"body":"get all of acts of specific service @param serviceName - name of service","breadcrumbs":"lesan » acts » getService » getService","id":"129","title":"getService"},"13":{"body":"Now you can run deno run -A mod.ts for running the Application with deno You can use playground: Or postman: To send a post request to http://localhost:1366/lesan with this request body: { \"service\": \"main\", \"model\": \"country\", \"act\": \"addCountry\", \"details\": { \"set\": { \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"get\": { \"_id\": 1, \"name\": 1, \"population\": 1, \"abb\": 1 } }\n} For inserting a new country. You shuold get this result: { \"body\": { \"_id\": \"6534d7c6c5dec0be8e7bf751\", \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"success\": true\n}","breadcrumbs":"Getting start » Running App","id":"13","title":"Running App"},"130":{"body":"","breadcrumbs":"lesan » odm » odm functions","id":"130","title":"odm functions"},"131":{"body":"","breadcrumbs":"lesan » odm » setDb » setDb","id":"131","title":"setDb"},"132":{"body":"","breadcrumbs":"lesan » odm » getCollection » getCollection","id":"132","title":"getCollection"},"133":{"body":"","breadcrumbs":"lesan » odm » newModel » newModel","id":"133","title":"newModel"},"134":{"body":"","breadcrumbs":"lesan » odm » newModel » find » find","id":"134","title":"find"},"135":{"body":"","breadcrumbs":"lesan » odm » newModel » findOne » findOne","id":"135","title":"findOne"},"136":{"body":"","breadcrumbs":"lesan » odm » newModel » insertOne » insertOne","id":"136","title":"insertOne"},"137":{"body":"","breadcrumbs":"lesan » odm » newModel » insertMany » insertMany","id":"137","title":"insertMany"},"138":{"body":"","breadcrumbs":"lesan » odm » newModel » addRelation » addRelation","id":"138","title":"addRelation"},"139":{"body":"","breadcrumbs":"lesan » odm » newModel » removeRelation » removeRelation","id":"139","title":"removeRelation"},"14":{"body":"As we said before, we embed all relationships. So when you define a relation we store the pure fields of both models in each other. So far we have defined only one model, let us add the second model. We add the following code to the previous codes to add a new model called city. const cityPure = { name: string(), population: number(), abb: string(),\n}; const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", cityPure, cityRelations,\n); We talked about newModel and its input here . Now we only talk about the third input, the relation definition. which receives an object with string key which is the feild name and we store the relation data by this name inside each document, and TRelation value (relations: Record;) which gave us some metadata about the relation. The TRelation type is as follows: export type RelationDataType = \"single\" | \"multiple\"; export type RelationSortOrderType = \"asc\" | \"desc\"; export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType };\n}; interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} The schemaName key receives the exact name of another schema to establish a relation. The type key specifies whether the relationship type should be single or multiple. The optional key specifies whether or not it is mandatory to enter information about this relationship when importing a new document. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa. relatedRelations key that specifies the effects of this schema on the other side of the relationship. This key receives the value of the object with the following keys: The type key specifies whether the relationship type should be single or multiple. limit which specifies the number of relations to be kept if the relation type is multiple. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa.","breadcrumbs":"Add relation » Add relation","id":"14","title":"Add relation"},"140":{"body":"","breadcrumbs":"lesan » odm » newModel » findOneAndUpdate » findOneAndUpdate","id":"140","title":"findOneAndUpdate"},"141":{"body":"","breadcrumbs":"lesan » odm » newModel » deleteOne » deleteOne","id":"141","title":"deleteOne"},"142":{"body":"","breadcrumbs":"lesan » odm » newModel » aggregation » aggregation","id":"142","title":"aggregation"},"143":{"body":"","breadcrumbs":"lesan » contextFns » contextFns functions","id":"143","title":"contextFns functions"},"144":{"body":"@returns The contextObj","breadcrumbs":"lesan » contextFns » getContextModel » getContextModel","id":"144","title":"getContextModel"},"145":{"body":"asigne all of value that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » setContext » setContext","id":"145","title":"setContext"},"146":{"body":"add values to previous values that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » addContexts » addContexts","id":"146","title":"addContexts"},"147":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addReqToContext » addReqToContext","id":"147","title":"addReqToContext"},"148":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addHeaderToContext » addHeaderToContext","id":"148","title":"addHeaderToContext"},"149":{"body":"this function is create for define all things in local scope and also all functions of context define in this function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » contextFns » addBodyToContext » addBodyToContext","id":"149","title":"addBodyToContext"},"15":{"body":"Let us define an Act for this new model. We add the following code for this purpose: const addCityValidator = () => { return object({ set: object({ ...cityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); We need to import objectIdValidation and ObjectId from lesan We see Validator and Act and setAct and insertOne functions before, Here we are only talking about the relations input in the insert function. The type of this input is as follow: export type TInsertRelations = { [mainKey in keyof T]?: { _ids: ObjectId | ObjectId[]; relatedRelations?: { [key in keyof T[mainKey][\"relatedRelations\"]]: boolean; }; };\n}; This input receives an object with the key name of the relations that we have previously defined in the model. This object has the following keys: ids which receives either an ObjectId or an array of ObjectIds. relatedRelations, which receives an object with the key of the name of the related relations that we have previously defined in the model along with a boolean value. If the value is true, in addition to the given relationship being saved in this new document, this created document is also saved in the related relationship. And if it is false, the relationship will be saved only in this new document. Here, by adding a city and giving the country ID associated with that city, we store both the pure fields of that country in this newly created city, and within that country in an array of objects, we also store the pure fields of this city.","breadcrumbs":"Add relation » Add new Act with relation","id":"15","title":"Add new Act with relation"},"150":{"body":"this function is for run Server and get request of client and send response of request for client @param port - port of listen @param playground - use playground or not? @param db - connection of DB @param typeGeneration -","breadcrumbs":"lesan » runServer » runServer functions","id":"150","title":"runServer functions"},"151":{"body":"","breadcrumbs":"lesan » generateSchemTypes » generateSchemTypes functions","id":"151","title":"generateSchemTypes functions"},"152":{"body":"the all custom type we generate for lesan is: schema types model types TRelation IMainRelation IRelatedRelation","breadcrumbs":"types » types","id":"152","title":"types"},"153":{"body":"the main schema type is: export type TSchemas = Record; the TSchema type has the following type IModel is the model type we defined in lesan TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » schema types","id":"153","title":"schema types"},"154":{"body":"the model type is used for create new model in lesan: export interface IModel { pure: IPureFields; relations: Record; mainRelations: Record; relatedRelations: Record;\n} the IModel type has the following type: TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » model types » model types","id":"154","title":"model types"},"155":{"body":"export interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} the TRelation type has the following type : RelationDataType is the model type we defined in lesan RelationSortOrderType is used for defining relation get from user TRelatedRelation is used to created main relation based on","breadcrumbs":"types » schema types » model types » TRelation » TRelation","id":"155","title":"TRelation"},"156":{"body":"export type RelationDataType = \"single\" | \"multiple\";","breadcrumbs":"types » schema types » model types » TRelation » RelationDataType » RelationDataType","id":"156","title":"RelationDataType"},"157":{"body":"export type RelationSortOrderType = \"asc\" | \"desc\";","breadcrumbs":"types » schema types » model types » TRelation » RelationSortOrderType » RelationSortOrderType","id":"157","title":"RelationSortOrderType"},"158":{"body":"export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType; };\n}; the TRelatedRelation type has the following type : RelationDataType RelationSortOrderType","breadcrumbs":"types » schema types » model types » TRelation » TRelatedRelation » TRelatedRelation","id":"158","title":"TRelatedRelation"},"159":{"body":"export interface IMainRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; optional: boolean; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IMainRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IMainRelation » IMainRelation","id":"159","title":"IMainRelation"},"16":{"body":"Let's see all the code written here and run it. (You can also see and download this code from here ) import { ActFn, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Now, by running this code and going to playgroun, you should see this page to add the country: add-country And to add a new city, you should see this page: add-city What exactly happened to the database? If you open MongoDB Compass, the following data should be stored for the country: country-data And the following data should be stored for the city: city-data As you can see, when you add a city, the pure values are stored as embedded on both sides of the relation. This makes receiving data much faster. The only noteworthy point is that a limited number of cities are stored in the country. Try to save as many as you think you will need in the first paginate. To get the rest of the cities, we will also query their own schema.","breadcrumbs":"Add relation » All codes","id":"16","title":"All codes"},"160":{"body":"export interface IRelatedRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * name of the main relation related to this relation */ mainRelationName: string; /** * type of the main relation related to this relation */ mainRelationType: RelationDataType; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; /** * number of value that we want to keep */ limit?: null | number; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IRelatedRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IRelatedRelation » IRelatedRelation","id":"160","title":"IRelatedRelation"},"17":{"body":"So far we have created two models and one relationship. Let us create another relationship for these two models. Just add this object to relatedRelations of city: citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, },\n} With this relationship, we plan to store the 50 most populated cities of each country in an embedded form. Now the cityRelations object should look like this: const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; And we also need to change the function we wrote to add cities: const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, }, }, }, });\n}; We just add this line of code: citiesByPopulation: true, Let us add other relationships before testing this code.","breadcrumbs":"Add more relation » Add more relation","id":"17","title":"Add more relation"},"18":{"body":"Let's choose a city as the capital for the countries. For this purpose we must have a single relatedRelation for each country selectively. So we add this code: capital: { type: \"single\" as RelationDataType,\n}, And we change the function and validation we wrote to add the city as follows: const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; We just add isCapital: boolean(), to addCityValidator and add capital: isCapital to the insertOne functions.","breadcrumbs":"Add more relation » Add arbitrary relation","id":"18","title":"Add arbitrary relation"},"19":{"body":"All the code we have written so far is as follows (You can also see and download this code from here ): import { ActFn, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); If you run the code and go to the playground, you will see that a new input called isCapital has been added to add the city, capital-field and if we put the value true in it, this city will be added to the country as the new capital. In addition, we have a field called citiesByPopulation in the country, where the 50 most populated cities of the country are stored. population-city Please note that you only send a request for a new city, and the new city is stored in three different fields with different conditions in the schema of the corresponding country.","breadcrumbs":"Add more relation » Run the code","id":"19","title":"Run the code"},"2":{"body":"Currently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.","breadcrumbs":"Installation » Installation","id":"2","title":"Installation"},"20":{"body":"Let us add a new model named user for this purpose. We add the following code for the user model: const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); Well, in the code above, we have created a new model called user, which has two pure fields with name and age keys. In addition, it has a relationship with the country and the city. Its relationship with the country is single and there is a relatedRelation with the country with a field called users. But its relationship with the city is multiple by the livedCities key, and there is also a relatedRelation with the city with a field called users, which is also multiple. Therefore, the relationship between the city and the user is many-to-many. The function we want to add a user is as follows: const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); We need to import array function from lesan The only thing worth mentioning in the code above is the livedCities input in validation, which receives an array of IDs as a string. In the Act function, we convert this input into an array of object IDs with a map. Note that the _ids key in the livedCities object receives an array of object IDs. Well, let's see the complete code again, run the software and check the outputs.","breadcrumbs":"Add more relation » Add many-to-many relationship","id":"20","title":"Add many-to-many relationship"},"21":{"body":"You can see and download this code from here import { ActFn, array, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Open Playground in the browser and go to addUser function. add-user Note that the livedCities field receives an array of IDs, you just need to enter an input like [\"65466c407123faa9c1f3c180\", \"65466c2c7123faa9c1f3c17e\"]. playground parses it and converts it into an array suitable for sending.","breadcrumbs":"Add more relation » All codes","id":"21","title":"All codes"},"22":{"body":"So far we have created 3 models that have different relationships. Can we update these relationships? Yes we can, but only with addRelation and removeRelation functions. We should note that we should never manually update the relationships created by Lesan with the update or updateMany function. Let the management of the relationships be entirely in Lesan's hands, so that it can always keep them updated and correct. Let's use addRelation. Add Relation function Remove Relation function","breadcrumbs":"Mannage relations » Mannage relations","id":"22","title":"Mannage relations"},"23":{"body":"","breadcrumbs":"Mannage relations » addRelation function » addRelation function","id":"23","title":"addRelation function"},"24":{"body":"Pay attention to the following code: const addUserLivedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserLivedCity: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserLivedCities\", validator: addUserLivedCityValidator(), fn: addUserLivedCity,\n}); In addition to the functions insert, update, delete, find, etc., for each model in the Lesan, there are two other functions in addition to MongoDB functions, named addRelation and removeRelation, which are prepared for managing relationships. In the code above, the addRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here And another key called replace, which is not used here, and receives a boolean value of false or true. We will talk about this key in the next step. In the function above, we add one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the addRelation function along with the user ID. As a result, on the user side, one or more cities are added to the livedCities array, and on the city side, this user is added to each of the cities whose IDs have been sent.","breadcrumbs":"Mannage relations » addRelation function » Update Many to Many Relation","id":"24","title":"Update Many to Many Relation"},"25":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"25","title":"Run the code"},"26":{"body":"What if in one of these sides our field is an object instead of an array (In fact, the type of relationship is one-to-many or many-to-one.)? For example, let's change the country on the user side. Look at code below: const addUserCountryValidator = () => { return object({ set: object({ _id: objectIdValidation, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserCountry: ActFn = async (body) => { const { country, _id } = body.details.set; return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserCountry\", validator: addUserCountryValidator(), fn: addUserCountry,\n}); In the code above, we get the ID of a user along with the ID of a country and give it to the addRelation function. Please note that the country is not optional in the user model and is defined with a single type. Therefore, if we change the country of a user, we must first find and delete this user in the country he was in before, then add the new country to the user and the user to the new country. For this reason, we have given the value true to the replace key in the addRelation entry. In this function, if we set replace equal to false or do not enter it, no operation will be performed and we will get an error.","breadcrumbs":"Mannage relations » addRelation function » Update One to Many Relation","id":"26","title":"Update One to Many Relation"},"27":{"body":"The bottom line is a bit complicated but has its own charm. To change the country in a user, we must do the following steps: Find the user Finding the user's old country Find the user's new country Checking whether this user was part of the list of users in the old country or not (users may exist in several fields in one country, for example, the list of users who are the oldest or the youngest). Creating a command to delete the user from the old country (from all the lists in which the user was found). If this list has a certain limit and we have reached the end of this limit, we need to find the next user to be added to this list. For this purpose, we must do the following steps: Find out how to save this list. Finding the next 3 users who can be added to this list (because it is possible to find either the same user that we intend to delete from the list, or the end user of this list). Creating an command to add these 3 users to the end of this list. Creating a command to unify this list. Creating a command to delete the current user from this list. Creating a sorting command for this list according to the method we mentioned in the initial settings of relationships. Creating an command to limit this list to the number that we said in the initial settings of relationships. Creating an command to add this user to all user lists in the new country. (Here we also have to check if this list has limit or not and if so, this user can be added to this list or not, which we have to do step #6 for each list in the new country). Execution of all the commands we have created so far. Execution of the command to insert the new country instead of the old country in this user.","breadcrumbs":"Mannage relations » addRelation function » Steps to add a country to a user","id":"27","title":"Steps to add a country to a user"},"28":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"28","title":"Run the code"},"29":{"body":"","breadcrumbs":"Mannage relations » removeRelation function » removeRelation function","id":"29","title":"removeRelation function"},"3":{"body":"At least version 6 of MongoDB must be installed. The latest version of Deno must be installed. It is good to have NodeJS installed on your system. If you need to see database information, it is better to install MongoDB Compass . Using a suitable editor such as: VS Code please install deno extension Lesvim The configuration of this editor is a bit difficult. Helix The configuration of this editor is simple and the performance is excellent. Please add .helix/languages.toml file to the root of project and insert this config for better support of Deno.","breadcrumbs":"Installation » Pre request","id":"3","title":"Pre request"},"30":{"body":"Pay attention to the following code: const removeLivedCitiesValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeLivedCities: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeLivedCities\", validator: removeLivedCitiesValidator(), fn: removeLivedCities,\n}); In the code above, the removeRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here In the function above, we remove one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the removeRelation function along with the user ID. As a result, on the user side, one or more cities are removed from the livedCities array, and on the city side, this user is removed from each of the cities whose IDs have been sent. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update Many to Many Relation","id":"30","title":"Update Many to Many Relation"},"31":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"31","title":"Run the code"},"32":{"body":"If you have created a single type relationship, and if you set the optional equivalent to false, we can not use removeRelation for that please use the addRelation function to replace it (for example we can not use removeRelation to remove country from a user). But if you set the optional equal to true, we can use the removeRelation function to erase that relationship along with its relatedrelations. Let's make an optional one-to-many relationship. We create a new relationship for the user: mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 3, sort: { field: \"_id\", order: \"desc\", }, }, }, }, So the full form of users will be: const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); In this relationship, we add a city as a mostLovedCity for a user, and on the side of the city we add a field called lovedByUser, where we store the last five users who have chosen it as their mostLovedCity. To erase the mostLovedCity relationship in a user. We must first create this relationship. So let's write a function to add this relationship: const addMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.addRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addMostLovedCity\", validator: addMostLovedCityValidator(), fn: addMostLovedCity,\n}); In the above function, we get the ID of a user and the ID of a city and store that city as mostLovedCity in the user. Also, on the city side, we add this user to the lovedByUser list. TODO add playground photo and photoshop of user and city from Mogodb Compass Well, finally, let's write the mostLovedCity remove function: const removeMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeMostLovedCity\", validator: removeMostLovedCityValidator(), fn: removeMostLovedCity,\n}); In the above function, we get the ID of a user along with the ID of a city, and in that user, we delete the mostLovedCity field if it matches this ID, and on the city side, we remove this user from the lovedByUser list. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update One to Many Relation","id":"32","title":"Update One to Many Relation"},"33":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add playground photo and photoshop of user and city from Mogodb Compass","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"33","title":"Run the code"},"34":{"body":"Let's compare a bit, it may be funny, but let's do it. what are a real relationship between People? Right relationships are lasting and long -term. Both parties accept responsibility for relationships and changes. Changes on one side of the relationship also affect the other side. The two sides of a relationship live together. If the relationship leads to the birth of a child, both parties will accept the relationship. Now let's look at the relationship features in SQL: There is no real relationship. The two sides have only one connection. Relationships are not together. And each lives independently. Relationships are not deep. Relationships do not give birth to any children. (In Lesan , you will see that relationships encourage you to create new models) What are the relationships in NoSQL? There is no real relationship. In fact, there is no proper connection between the two sides. If we consider embeding as a relationship: the changes of each party have no effect on the other side and cause many inconsistencies in the data. the two sides leave each other after the relationship. In this type of databases, they prevent the child from being born, and if a child is born, only one side will be informed of it and probably will not take much responsibility for it. And finally what are the relationships in Lesan: Relationships are as strong as possible, and are described in detail when creating a model. Relationships fully contain each other's pure properties within themselves. If a relationship changes, all related parties will be notified and apply the changes according to a process. By establishing a relationship and seeing many changes on one side of this relationship, you are encouraged to create new relationships. Don't worry, this issue will not add more complexity to the data model, but it will also make the data more understandable. (Below there is an example to understand this)","breadcrumbs":"Mannage relations » What is the relationship really? » What is the relationship really?","id":"34","title":"What is the relationship really?"},"35":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Example","id":"35","title":"Example"},"36":{"body":"So let's go back to our example (countries, cities and users) If we want to define a relationship between the country, city and user models in SQL, this relationship will be as follows (The code below is written for PostgreSQL): CREATE TABLE country ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL,\n); CREATE TABLE city ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id),\n); CREATE TABLE user ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, age INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id), city_id INT NOT NULL, FOREIGN KEY (city_id) REFERENCES city_id (city_id),\n); Pay attention that the relationships are separated from each other as much as possible and only one ID is kept on one side. Whenever we need to know the details of the relationship, we have to visit both sides of the relationship. For example, let's imagine that we want the cities of Iran, we must first find Iran and then filter the city using Iran ID. Now let's imagine that we want to find the country of Iran along with its 50 most populated cities, we have to find Iran first, then find the cities according to the ID filter of the country of Iran along with the sort based on the city population field and the limit of 50. Let's run a more complex query. Suppose we want to receive 50 most populous cities from the 50 most populous countries in the world. Or we want to find the oldest people in the 50 most populous countries in the world. To get the above cities or users, we have to create and execute much more complex queries that may be time-consuming in some cases, although there are alternative ways such as creating separate tables in SQL for these specific purposes, but these ways also add a lot of complexity to the project.","breadcrumbs":"Mannage relations » What is the relationship really? » SQL","id":"36","title":"SQL"},"37":{"body":"What if we could do the above with just a simple query? NoSQL is designed for this, let's see how these tables are implemented in NoSQL databases (Here we have used mongoose so that we can have the shape of the schemas): const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number,\n});\nconst Country = mongoose.model(\"Country\", CountrySchema) const CitySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country } });\nconst City = mongoose.model(\"City\", CitySchema) const UserSchema = new mongoose.Schema ({ name: String, age: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country }, city: { type: mongoose.Schema.Types.ObjectId, ref: City } });\nconst User = mongoose.model(\"User\", CitySchema) The code above is exactly equivalent to the code we wrote for PostgreSQL and creates exactly the same tables in MongoDB. All the issues we described for SQL will be present here as well, but wait, we can add other fields to these tables to simplify the complex queries we talked about above. We can store its cities inside each country by adding a field called cities. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }]\n}); Now we can get a country along with its cities just by sending a single query. For example, we can get the country of Iran along with its cities with just one query from the database. But wait, some new issues have arisen. How should we save the cities inside the country ? For this, it is necessary to find the country associated with the city in the function we write to add the city and add this new city to the cities field of that country. This means that when adding a city in the table of cities, we must insert a new record and edit a record in the table of countries. Can we store all the cities of a country within itself ? The short answer is no, although it is possible that the number of cities in a country can be stored within the country, but in some situations, the number of documents that we need to store inside another document may be very large, such as the users of a country. So what should we do? Save a limited number of cities, how many? The number that we feel should be requested in the first pagination (for example, 50 numbers). So, in the function we have written to store the city, we must be aware that if the field of cities within the country has stored 50 cities within itself, do not add this new city to this field. What if a city changes ? Well, as a rule, we should find the country related to that city and check whether this city is stored in the field of cities of that country or not, if yes, we should correct it. What if a city is removed ? We need to find the country associated with the city and if this city is present in the field of cities of that country, we should modify that field as well. How? First, we remove this city from the array of cities, then we check whether this field has reached the limited number that we have previously considered for it, if yes, then this country may have other cities that are not in this field. So we need to find one of them and add it to this field. All this was added just so that we can have its cities when receiving a country! Don't worry, it's worth it. Because we usually add cities and countries once, besides, its information does not change much (except for the population, which we will talk about later). And on the other hand, these cities and countries will be received many times. Now, what if we want to get the 50 most populous countries along with the 50 most populous cities of that country? We can add a new field to the country. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }], mostPopulousCities: [{ name: String, abb: String, population: Number, }],\n}); For mostPopulousCities Field, we should consider all the events that happened above, although with a slight change: What if a city changes ? We need to find the country associated with the city, then see if this city is stored in the cities and mostPopulousCities fields of this country or not. If it is stored in the cities field, we must do the same steps as above, but if it is stored in the mostPopulousCities field, we must first, see which city field has changed, if the population field has changed, this city may no longer be included in this list and we want to remove it from the list and add another city to this list based on its population, otherwise it is possible This city is not in the mostPopulousCities list at all, but due to the change in the city's population, we want to add it to this list. Note that this city may be added anywhere in this list, and on the other hand, if this list has reached the end of the predetermined capacity, we must remove a city from the end.","breadcrumbs":"Mannage relations » What is the relationship really? » NoSQL","id":"37","title":"NoSQL"},"38":{"body":"So, if we want to create the same relationships with ‌Lesan , what should we do? Just enter the code below: // Country Model\nconst countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); // City Model\nconst cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, mostPopulousCities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); // User Model\nconst userPure = { name: string(), age: number(),\n}; const userRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, }, city: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const users = coreApp.odm.newModel( \"user\", userPure, userRelations,\n); In the code above, we have not defined any relationship for the country, but in fact, the country is related to both the city and the user, but this relationship is defined by them because they were the requesters of the relationship. If you pay attention, we have defined two relatedRelations for the country when defining city relations, which causes two fields called cities and mostPopulousCities to be added to the country schema. For the cities field, we have set the sort on _id and in descending order, and we have limited the capacity of the field to 50 numbers with the limit option, which causes the last 50 cities of each country to be stored in it. But in the mostPopulousCities field we have once again stored 50 cities in each country, but this time by sorting on the City population field. The important thing here is that all the things we said we need to do in NoSQL databases using Mongoose are done automatically in Lesan and you don't need any additional code to manage these relationships during insert, update or delete. All work will be done by Lesan.","breadcrumbs":"Mannage relations » What is the relationship really? » Lesan","id":"38","title":"Lesan"},"39":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Test Realation in Lesan","id":"39","title":"Test Realation in Lesan"},"4":{"body":"After completing the prerequisites, create a file named mod.ts. Now just use the latest version of Lesan along with MongoClient in this file. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases Now run this command in the terminal: deno run -A mod.ts You should see this messsage: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/ Now you can visit the playground at http://localhost:1366/playground. Because no database model and no function have been written yet, we still cannot send a request to the server. implement first model","breadcrumbs":"Installation » Importing","id":"4","title":"Importing"},"40":{"body":"you can clone lesan repo by git clone https://github.com/MiaadTeam/lesan.git command and the go to tests/playground folder and run e2e.ts file by execute this command: deno run -A e2e.ts you should see this output: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/","breadcrumbs":"Mannage relations » What is the relationship really? » Clone and run E2E","id":"40","title":"Clone and run E2E"},"41":{"body":"Now you can visit the playground at http://localhost:1366/playground and send requests to the server for country, city, and user models: Screenshot 2023-12-31 at 21-35-56 Lesan Playground and use addCountry, addCountries, updateCountry, getCountries, deleteCountry methods for country models: Screenshot 2023-12-31 at 21-42-37 Lesan Playground also use addCity, updateCity, addCities, getCities and addCityCountry for city model: Screenshot 2023-12-31 at 22-03-07 Lesan Playground and also use addUser, addUsers, addUserLivedCities, addUserCountry, addUserCities, addMostLovedCity, removeMostLovedCity, removeLivedCities, updateUser, getUser and getUsers for user model: Screenshot 2023-12-31 at 22-06-53 Lesan Playground you can find e2e.ts raw file here and see all functions write in it.","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Playground","id":"41","title":"Visit Playground"},"42":{"body":"You can see all schema information including pure, mainRelation and relatedRelation inside schema modal box at playground when clicking on Schema button: Screenshot 2023-12-31 at 22-33-26 Lesan Playground here is the screenshot of schema modal box: Screenshot 2023-12-31 at 22-37-13 Lesan Playground Also you can see all Act information including service, model, act and its inputs such as set and get inside act modal box at playground when clicking on Act button: Screenshot 2023-12-31 at 22-38-46 Lesan Playground here is the screenshot of act modal box: Screenshot 2023-12-31 at 22-43-11 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Schema and Act","id":"42","title":"Visit Schema and Act"},"43":{"body":"We have already prepared several E2E test series for e2e.ts's file, and you can go to E2E modal box by clicking the E2E test button: Screenshot 2023-12-31 at 22-52-21 Lesan Playground here you can import E2E test config file by clicking on import button: Screenshot 2023-12-31 at 22-55-06 Lesan Playground We have these 3 json files next to the e2e.ts file, all three of which can be used for E2E testing: Configdata.json fakerTest.json stress.json Configdata E2E file In the config.json file, all the functions written in e2e.ts have been tested. In fact, all the important functions, including all the functions of the ODM section in Lesan, have been tested in this file. Let us see all the parts of this E2E test one by one (The point is that in almost all the functions written in ODM, relationships are important and Lesan must manage them.): create new country with main → country → addCountry: Screenshot 2024-01-04 at 11-22-31 Lesan Playground here we used main service and country model and addCountry act. we repeat this section 15 times. we captured countryId from last response of this sections. here we used faker for create name, population and abb for new country. create multiple country with one request with main → country → addCountries: Screenshot 2024-01-04 at 13-53-29 Lesan Playground here we used main service and country model and addCountries act. here we insert an array of country for multiCountries key inside set object. we captured some country ID from request response. create new city with main → city → addCity: Screenshot 2024-01-04 at 14-20-22 Lesan Playground here we used iranId the captured variable we get from request number 2 response. we captured body._id with the haratId from response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-42-12 Lesan Playground here we insert an array of city for multiCities key inside set object. here we used iraqId the captured variable we get from request number 2 response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-56-21 Lesan Playground here we insert an array of city for multiCities key inside set object. We also used faker here. here we used afghanId the captured variable we get from request number 2 response. change country relation of a city with main → city → addCityCountry: Screenshot 2024-01-04 at 15-04-46 Lesan Playground here we used haratId and afghanId captured variables. please check mongodb compass beacuase the both side of relation are changend. create new city with main → city → addCity: Screenshot 2024-01-04 at 15-14-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 15-17-21 Lesan Playground please note that we set isCapital field to true so the capital field of related country is filled with this city. create new city with main → city → addCity: Screenshot 2024-01-04 at 16-39-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-42-27 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-43-55 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-45-38 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-48-19 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-50-30 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-04-33 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-07-41 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-08-14 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-09-14 Lesan Playground just get list of countries with main → country → getCountries: Screenshot 2024-01-04 at 17-10-22 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-19-46 Lesan Playground the country were user lived is Iran. the user lived in two city: Hamedan and Tehran. create new city with main → user → addUser: Screenshot 2024-01-04 at 17-28-58 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-29-39 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-13 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-44 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-20 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-54 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-32-28 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-33-04 Lesan Playground change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-20-28 Lesan Playground 1.we just send a country ID with a user ID and with a simple function all magic happen in both side of relation. change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-34-16 Lesan Playground add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-37-00 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-51-56 Lesan Playground remove city from livedCities relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 19-54-10 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 19-59-44 Lesan Playground add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 20-05-52 Lesan Playground remove a city from mostLovedCity relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 20-11-13 Lesan Playground update a country with main → country → updateCountry: Screenshot 2024-01-04 at 20-12-26 Lesan Playground We send the ID of a country along with the rest of the pure fields (pure fields are optional) to it, and in a simple function the following will happen: Update the country itself Updating the country field in all cities related to that country Updating the country field in all users related to that country The point to be mentioned here is that you should not send another field for updating other than pure fields. Because the relationships must be completely managed by Lesan himself. update a city with main → city → updateCity: Screenshot 2024-01-04 at 20-26-49 Lesan Playground update a user with main → user → updateUser: Screenshot 2024-01-04 at 20-27-19 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit E2E test modal","id":"43","title":"Visit E2E test modal"},"44":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship sweets in Lesan","id":"44","title":"All relationship sweets in Lesan"},"45":{"body":"اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره. بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم. بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم. بعد راجع به آپدیت شدن رابطه‌ها حرف می‌زنم. بعد راجع به دیتابیس اینمموری حرف می‌زنم. بعد راجع به مدیریت کیوکیو حرف می‌زنم. حتما یادم باشه راجع به اینکه وقتی امبد می‌کنی چقدر دریافت داده‌ها راحت هست هم حرف بزنیم، از اون طرف راجع به اینکه فیلتر کردنشون بر اساس فیلد امبد شده چه معجزه‌ای میکنه هم حرف بزنم حتما راجع به اینکه چه نکته‌هایی داره طراحی مدل توی لسان حرف بزنم یعنی اینکه بگم رابطه‌ها از یک طرف تعریف می‌شن بعد توی طرف بعدی از همینجا ساید افکت‌هاش مشخص میشه بگم و اینکه نگران نباشن چون توی پلی‌گراند می‌تونن برای یک مدل همه‌ی رابطه‌هایی که داره چه از طرف خودش تعریف شده باشه چه بقیه براش تعریف کرده باشن رو ببینه و یه عکس از پلی‌گراند بذارم، نکته مهمش اینه که بگم همیشه رابطه رو از طرف مهمش درخواست بدن تا بشه هر چقدر می‌خوایم ساید افکت مناسب براش بذاریم","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship bitterness in Lesan","id":"45","title":"All relationship bitterness in Lesan"},"46":{"body":"","breadcrumbs":"findOne and find functions » findOne and find functions","id":"46","title":"findOne and find functions"},"47":{"body":"","breadcrumbs":"aggregation functions » aggregation functions","id":"47","title":"aggregation functions"},"48":{"body":"Updating is the most challenging issue in Lesan . Because by updating one document, thousands or maybe millions of other documents may also be updated. Let's explore a few scenarios. Best case: Update a user const updateUserValidator = () => { return object({ set: object({ _id: objectIdValidation, name: optional(string()), age: optional(number()), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst updateUser: ActFn = async (body) => { const { name, age, _id } = body.details.set; const setObj: { name?: string; age?: number } = {}; name && (setObj.name = name); age && (setObj.age = age); return await users.findOneAndUpdate({ filter: { _id: new ObjectId(_id) }, projection: body.details.get, update: { $set: setObj }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"updateUser\", validator: updateUserValidator(), fn: updateUser,\n});","breadcrumbs":"findOneAndUpdate functions » findOneAndUpdate functions","id":"48","title":"findOneAndUpdate functions"},"49":{"body":"","breadcrumbs":"deleteOne functions » deleteOne functions","id":"49","title":"deleteOne functions"},"5":{"body":"I copy this simple example from installation page. We will keep this file as mod.ts and continue to add various models and functions to it. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » Getting start","id":"5","title":"Getting start"},"50":{"body":"","breadcrumbs":"insertMany functions » insertMany functions","id":"50","title":"insertMany functions"},"51":{"body":"","breadcrumbs":"Playground » Playground","id":"51","title":"Playground"},"52":{"body":"When you first enter the playground, you will see 3 part : PlayGround","breadcrumbs":"Playground » First Encounter","id":"52","title":"First Encounter"},"53":{"body":"At the top of the page there are tabs that allow you to do different things at the same time without losing information. You can make and use as many tabs you need(2) with add button(1) and close them at any time with close button(3). By refreshing the page, the tabs information does not disappear and after the tab refresh the tabs are fully accessible. Tabs","breadcrumbs":"Playground » Part One : Tabs","id":"53","title":"Part One : Tabs"},"54":{"body":"On the left side is the sidebar, with 3 select box that are used to select the service(1) , Schema(2) and Action(3) , respectively. It should be noted that the selection of Schema and act is inactive until the service is selected. Sidebar Second Sidebar After selecting the service, Schema and act, another column is displayed, which includes 2 sections of set fields(1) and get fields(2) . In the set fields, you fill in the values you need(1-1) and in the get field section you choose the values you want to get and also we either want the field to set the field equal to one or we do not want the amount to be zero(2-1). After completing the sections of the set fields and get fields set, by pressing the Send Button(3) , the results we have had in the response section are shown in the response section. Second Sidebar Response Response Section At the top of the response section, we have access to 3 button, copy Request(1) , copy Response(2) and Run E2E Test(3) that send the request to the E2E Test modal that we will explain below. Also we can see the status of the request who can be true with green light and false with red loght(4). At the top-right of the body response we can access to the time of the request with took(5) . Response-Detail","breadcrumbs":"Playground » Part Two: Sidebar","id":"54","title":"Part Two: Sidebar"},"55":{"body":"In this section we will see 6 buttons that we will explain below : Buttons Before explain 6 buttons, Notice that in every modal we can use the close button(1) to close the modal. Modals Also we can use change size button(2) to see modal in full screen or window size. Modals-1 Modals-2 Refetch button: Pressing it all the data is renewed once. Reffetch Button Settings button: Setting Button Pressing that modal of settings open for us to see two parts of the Fetch Config(1) and the Set Headers(2) . Setting Detail In the fetch config section, we can set an Url(1) and press Apply Button(2) that we can bring the lesan to different addresses. Setting Detail-1 In the set headers we can also determine the key(1) and value(2) . also we can press Add Header(3) button to add many new Key and Value and set them wit Apply(4) button. Setting Detail-2 History button: By pressing History button , we enter the modal history in which we have access to all the Requests(1) as well as and Responses(2) the results. In top-right of the Request section we can see the Date Of The Request and also in top-left of the Response we can see the Time Of Response . In top-right of the every part of the request we can delete the this part with Delete button(5) . Also we can clean all the request by press the Dustbin Button(6) . History In the request section we access to Model and Act(1) of the request and Show Button(2) to see the detail of the request and response. History-1 We can hide the details with Hide button : History-2 In the response section, we can see the Status Of The Response(1) that can be true or false and also we can reuse of the request with Use Button(2) . History-3 E2E Test button: In E2E test modal, we see two section, section one include Five Button that the top-left of the modal and section two its be Eeach Sequence of the test. E2E We start with the section one, in this section we have five button include Add(1) , Run E2E Test(2) , Import(3) , Export(4) and Help(5) . E2E-1 With Add Button we can create a new Sequence for test. we can add how much we need sequence for test. E2E-2 With Run E2E Test Button we can run the test. we explain this after. With Import Button we can import the pervious tests and reuse them. E2E-3 With Export Button we can export existing tests for use them for anothe test. And with Help Button we go to playground document that we can see how to work with E2E modal. In each sequence, we can see 2 part, Set Test Body And Headers(1) and Set Repeat Time , Capture Variables(2) E2E-4 Part 1 is a Set Test Body And Headers that we can write and set body and headers for test. also we can use the faker for test. for example you can see that we use faker for this sequense: E2E-4 In Part two we can Set Repeat Time(1) of the test with + or - button or write number we want in input. also we can use Add Capture(2) Button for set how many capture we want to the sequence for test. E2E-5 After press the Add Capture we can see a part that include two input, include set a variable name(1) that we can see an Example(2) to how fill this input and another input, is set a value for variable(3) that we can see an Example(4) to how fill this input. Also we can set capture couple model. E2E-6 We have four button in top-right of the each sequence test: E2E-7 Duplicate Button(1) that we can duplicate sequence. E2E-8 Move Buttuns(2)(3) , with this buttons we can move the sequense to top or bottom. Delete Button(4) , with this button we can delete each sequence. After write the sequences test, we can go to see the resulst of the each sequence test by click on the Run E2E Test Button and we see this: E2E-9 First thing that we see is Back Button and second is Export Button at the top-left of the modal. third one is a Information section that we can see all information of the sequence tests. E2E-10 The Information section have three part, Requests(1) , Times(2) and Captures Information(3) . E2E-11 Requests part include All Request Count(1) , All Request Time(2) , All Success Request(3) and All Fails Request(4) . E2E-12 Times part include two section, Best and Worst . in each section we can see the Best/Worst request time, sequence number of the best/worst request that when click on number, we scroll to that sequence number, request number that include number of the request in sequence, model and act. E2E-13 Captures Information part include every capture items that we set. in this part we can see the Key(1), Captured From(2), Value Of(2), Model(2), Act(2) and Captured Inside Sequnce Number. E2E-14 After Information section, we can access every sequence that each of sequence have two part, Description(1) and Body Header(2) . E2E-15 Description have five part include Request(1) that include All Request Count, Success/Fail that show the how many of request is success/Fail, All Request Time and Avrage Time For Each Request, Best(2) and Worst(3) that include Best/Worst Time and request nmber, Capture Items(4) that include key,value,model,act,sequence number, Using Capture Items(5) that include key,captured from, value,act and sequence number. E2E-16 Body Header have headers,body of the each sequence(1), number of sequence(2) at the top-right and change button(3) at the top-left. E2E-17 When click on Change Button we can see and access to the Request(1) and Response(2) that in Request section we can see the pure request(3) and at the Response section we can see the body of the response and success status of Responsewhich the false or true(4). At the top-right of the Response section we can see the time of the Respone(5) . At the Bottom-center, we can access to the pagination(6) to move on the Requests or write the specefic Request number to access the Request. Also when click on change button(7) to go back to the Body Header and Description. E2E-18 Schema button: In Schema modal we have access to all the Schema project. For example, we can see the country,city and user. Schema Country have pure(1) and related relations(2). Schema-1 And pure have _id(1), name(2), population(3), abb(4). Schema-2 And Also related relations have cities asc(1), cities desc(2), cities by pop asc(3), cities by pop desc(4), capital city(5), users(6), users by age(7). Schema-3 Also by hovering on question icon we can see the relations. Schema-4 We see the country, lets see the city . city have pure(1), main Relation(2), related relations(3). Schema-5 Pure have _id(1), name(2), population(3), abb(4). Schema-6 main relations have country and country have _id, name, population and abb. Schema-7 Also by hovering on question icon we can see the relations. Schema-8 And related relations have users(1) and loved user(2). Schema-9 Users have _id, name, age. Schema-10 Act button: Like Schema modal in Act modal , we have access to all the Act of the project. Act have main and main have country(1), city(2), user(3). Act-1 And country have add country(1), update country(2), add countries(3), get countries(4), delete country(5). Act-2 Let see the add country. we can see the set(1) and get(2). Act-3 Set have name(1), population(2) and abb(3). Act-4 And get have _id(1), name(2), population(3), abb(4), users(5). Act-4","breadcrumbs":"Playground » Part Three: Buttons","id":"55","title":"Part Three: Buttons"},"56":{"body":"راجع به فانکشنال پروگرمینگ حتما بگم و اینهارو توش توضیح بدم : مثلا وقتی یه چیزی newModel میشه دیگه همه‌ی فانکشن‌های توی odm براش در دسترس هست با یه ساینتکس قابل فهم بعد راجع به اسکیماها و اکتها هم همین فرایند newModel رو بگم بعد راجع به بعضی چیزای دیگه مثل preAct و preValidation و حتی فانکشن‌هایی که برای ولیدیشن میدیم که فانکشن هست هم توضیح بدم که یعنی میتونه اونجا از hof یا curriyng استفاده کنه","breadcrumbs":"All the advantages of Lesan » All the advantages of Lesan","id":"56","title":"All the advantages of Lesan"},"57":{"body":"","breadcrumbs":"Implement an advanced project » Implement an advanced project","id":"57","title":"Implement an advanced project"},"58":{"body":"","breadcrumbs":"Implement an advanced project » General description » General description","id":"58","title":"General description"},"59":{"body":"","breadcrumbs":"Implement an advanced project » nx configuration » nx configuration","id":"59","title":"nx configuration"},"6":{"body":"For adding a new model we should call newModel function from coreApp.odm. Lets add a country model, please add the following code before coreApp.runServer: const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); We also need to import string and number from lesan. These are validators exported from Superstruct . We use Superstruct to define models and validate function inputs and some other things. The newModel function accepts three inputs: The first input is to define the name of the new model. The second input is to define the pure fields of that model in the database. For this, we use an object whose keys are the names of each of the fields, and the value of these keys is obtained by one of the functions exported from Superstruct . The third input is to define the relationship between models. Because we have just one model here, we pass an empty object for that. We will read more about this later. Finally, the newModel function returns an object that has services such as insertOne, insertMany, updateOne, deleteOne, and so on.","breadcrumbs":"Getting start » Add New Model","id":"6","title":"Add New Model"},"60":{"body":"","breadcrumbs":"Implement an advanced project » Folder Structure » Folder Structure","id":"60","title":"Folder Structure"},"61":{"body":"","breadcrumbs":"Implement an advanced project » Microservice or Monolithic » Microservice or Monolithic","id":"61","title":"Microservice or Monolithic"},"62":{"body":"","breadcrumbs":"Manage replica » Manage replica","id":"62","title":"Manage replica"},"63":{"body":"One of the biggest challenges for implementing data retrieval capability in Lesan was when the customer requested dependencies of a table with more than two levels of penetration in depth. Let us review the previous methods before explaining Lesan's method.","breadcrumbs":"Receiving Data » Receive data","id":"63","title":"Receive data"},"64":{"body":"Many of the current structures for interacting with server-side applications require multiple requests to be sent to the server to receive a set of information related to each other. Also, due to the mismatch between the sent information and the customer’s needs, much of the sent information will be unused and will waste resources and bandwidth. The first problem is known as under-fetching, meaning that the received information is less than what is needed and requires a resend request to the server. This causes the number of server-responsive requests per unit time to decrease and its processing load to increase. The second problem is known as over-fetching, meaning that the customer only needs a specific part of the information, but the server sends other data in a table regardless of their needs. This problem causes additional bandwidth occupation and increases data exchange time. Facebook has introduced a new concept called GraphQL to solve these problems to some extent. This idea is very creative and practical but also comes with problems and challenges.","breadcrumbs":"Previous methods and the main challenge » Previous methods and the main challenge","id":"64","title":"Previous methods and the main challenge"},"65":{"body":"Given that GraphQL is a language for describing data models and how to request them, in addition to the implementation of the usual server program, there is also a need for a dedicated implementation of GraphQL. This violates one of the fundamental principles of programming, which is \"Don't repeat yourself\" (DRY) , and forces developers to learn the descriptive language specific to GraphQL, which is GQL. # This Book type has two fields: title and author\ntype Book {\ntitle: String # returns a String\nauthor: Author # returns an Author\n} type Mutation {\naddBook(title: String, author: String): Book\n} After the data model is described in GraphQL, for each request sent to the server, there is a need to parse and analyze the descriptive texts, which also has overhead processing. One of the things that is managed in GraphQL is sending data along with their relationships. However, the depth and type of relationships requested are not easily manageable, which causes non-optimal requests to be sent to the server. GraphQL is a general-purpose descriptive language and has not been optimized for a specific database. In fact, this tool has no view of what implementation has been done in other structures and certainly no specific optimization has been made on it. Sending a request in GraphQL is not in common and popular formats such as JSON, and this factor makes sending a request with many current tools a complex matter. Also, in GraphQL, the common standards for requests have not been used on the web and new concepts such as query, mutation, etc. have been created (this has both advantages and disadvantages).","breadcrumbs":"Previous methods and the main challenge » GraphQL Problems","id":"65","title":"GraphQL Problems"},"66":{"body":"The idea of connecting client-side nodes to the backend in Lesan is inspired by GraphQL, but in Lesan we tried to make this connection simpler and more practical so that we can solve the problems mentioned above. We focused on three points to do this: We do not add any language to the client and server (such as GQL language in GraphQL). Instead of implementing complex logic to filter fields selected by the user, we use the logic implemented within databases (here Aggregation in MongoDB). Because algorithms implemented within databases have more scalability and efficiency due to direct data communication. We store all relationships in data as embedded to reduce the amount of requests sent to the database. Let’s create descriptive information for different types of data and how they are embedded in server-side logic so that we can create more efficient data models in the NoSQL style. We can also simplify data management in the database without changing the information.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Lesan's solution for how to communicate between the server and the client","id":"66","title":"Lesan's solution for how to communicate between the server and the client"},"67":{"body":"In the first step, we tried to organize the data structure because we intended to use NoSQL databases and at the same time we needed to have structured data like SQL both at runtime and during development to simplify the management of embedded data as much as possible. We divided the relationships into two types of simple (inrelation) and complex or impossible (outrelation) for embedding. We stored simple relationships completely and stored complex relationships only in the number that could be returned in the first request (first pagination). We exactly left the data retrieval management to the client as MongoDB had defined it, that is, sending an object with a key (data name) and a value (0 or 1) to the client. We found a creative way to produce Aggregation Pipelines in MongoDB so that fewer documents are requested when receiving data as much as possible. We allowed the client to see all the models and functions written on each model and choose them in the same object sent. We allowed the client to see the output of each function written for each model along with the exact depth of its relationships that had previously been determined by the server-side programmer in a type-safe manner to make it easier to create the sent object. We created an ODM to simplify the process of receiving data along with its relationships and also to manage the repetitions created from embedded relationships within this ODM so that the server-side programmer writes less code. We prioritized input data validation and created a process for the server-side programmer to create a validator for each function written on each model so that we can run that validator before executing the function. In this validator, recursive data management along with the depth of penetration into the relationships of each model must be explicitly specified. Let us clarify the issue with an example: Let’s consider a schema named country with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; And also a schema for the province with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncenter;\ncountry;\ncities; And also a schema for the city with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncountry;\nprovince; The capital field in the country and the center field in the province are of type city and we completely embed them. This form of relationship is a simple relationship and we call it inrelation, which ultimately is a single object of the pure city fields (inrelations can also be multiple and be an array of objects) which is defined as follows: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false },\n}; All country relationships do not end here. This schema also has a relationship with the province and city. With one simple question, we can complete the country’s relationships: Is the number of provinces that we are going to keep inside the country too high? (i.e., if it is an SQL database, do we store the province key inside the country?) Answer: No, the number of provinces is limited and we can store all provinces inside the country schema. So this relationship is also inrelation. Therefore, the above object should be created in this way: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false }, provinces: { schemaName: \"province\", type: \"many\", optional: true },\n}; Another relationship we have in the country is the city, how do we define it? There are many cities in a country and we cannot store all the cities in a country schema. So this is a complicated relationship with a large number, we define it as outrelation that the process of defining it requires more information to know exactly what amount and what data we are going to embed, we add that information in the sort key. countryOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We also define the remaining fields of the country that are specific to it and are not related to any relationship as pure fields. countryPure: { name: string(), abb: optional(string()), ... } For the province, it is the same way: provinceInrelations = { center: { schemaName : \"city\", type: \"one\" }, country: { schemaName: \"country\", type: \"one\" }}\nprovinceOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \" _id\", order: \"desc\", type: \"objectId\"}}}\nprovincePure: { name: string(), abb: optional(string()), ... } And for the city, it is the same way: cityInrelations = { country: { schemaName: \"country\", type: \"one\" }, province: { schemaName: \"province\", type: \"one\" } }\ncityOutrelation = {}\ncityPure: { name: string(), abb: string() , ... } If you pay attention, every relation that is kept as inrelation in a schema, the related schema has also stored this schema as outrelation. It is worth noting that we save this form of defining schemas in the integrated runtime in an object called Schemas. We will discuss its structure further. But what is stored in the database is the initial form that we showed earlier. It means for the country: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; The amount of pure fields is known. And the value of the fields that are of the relation type of schemas will be in the form of objects of the pure type of that relation. That is, for example, for the country: {\nid: \"234fwee656\",\nname: \"iran\",\nabb: \"ir\",\ndescription: \"a big country in asia\",\ngeoLocation : [ [12,4], [32,45], ... ],\ncapital : { id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ]\n},\nprovinces : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ] }, { id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the provinces\n}],\ncities : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ] }, { Id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans cities\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the number limit for the first paginate\n}], Now the user can filter and receive all the fields of a schema along with the first depth of its relations by sending only one request to the database. This request is performed based on the process of projection in MongoDB according to the values of fields being one or zero. Without our framework having any involvement in this process. And without us writing an additional layer to filter the requested fields in it. (The process and form of this request will be explained later.) If the lower fields of a country’s schema are requested in a request, not only all the requested information will be received and returned to the user with one request to the server but also with one request to the database. If the following fields are requested from the schema of a country in a request. Not only with a single request to the server but also with a single request to the database, all requested information will be received and returned to the user: getCountry → id: 1 Name: 1 abb: 1 decsription: 1 capital → id: 1 name: 1 abb : 1 provinces → id :1 name : description : 1 cities → id : 1 name : 1 abb : 1 If a user penetrates more than one level of depth, what should be done? For example, if they request provinces for a country, they may also want its cities from within the provinces. Let’s examine what happens in SQL databases before we explain the Lisan framework solution: First of all, we run a query to find the country, because we have the country ID, we run an indexed query. After that, we run a query to find the capital, because we have its ID stored in the country, we run an indexed query. Then we send a query to find the first paginate of provinces. If we have stored the ID of all the provinces of a country inside it, we run an indexed query. Otherwise, we must send an unindexed query with the country ID filter found. Continuing with the example, if we had found 35 of the first paginate provinces. We should send a non-index query with a province ID filter for each one on each city and find the first paginated cities for each of the provinces. (For example, 50 for each province, which means 50 times 30) Finally, to find the first paginate cities for this country too, we need to send a non-index query with the ID filter of the found country on the city table You saw that the process was very complicated in SQL, now let’s see how the same process is done in Lesan . In the previous section, we mentioned that to get a country along with the first depth of its relationships (i.e., capital, states, and cities), we only send an indexed query to the schema of the country and receive all the information. Now we only need to receive information about cities for each province. To do this, while we have access to the information of the provinces, we send an indexed query to receive the provinces again. Because of the concept of outrelation, we are sure that the information of cities is stored within provinces. Therefore, by receiving the provinces again, we will also receive the information of cities. This will have two advantages for us. First, instead of sending a non-index query to the city, we send an index query to the province because we have received the province IDs in the first query.The second advantage is that instead of receiving a large number of cities, we have only received a few provinces. (For example, in SQL, the number of requested documents from the database is equal to 1 + 1 + (35 * 50) + 50. But in the Lesan method, only 1 + 35 documents have been requested.) Now imagine what would happen if more depth and relationships were requested? This is the Achilles' heel of projects written with GraphQL.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Proposed Method","id":"67","title":"Proposed Method"},"68":{"body":"As you noticed in the above example, if we can store all the dependencies of a table inside it, we can significantly reduce the number of requests sent to the database. This number is remarkably large. For example, in one of the best cases, if we have a table with 10 dependencies, each dependency is related to 10 other tables and all relationships are many-to-many. If we want to receive a list of 50 items from that table along with 2 steps of penetration into its relationships with one request, in SQL we should send 50 _ 10 _ 50 _ 10 which is equivalent to 250000 (two hundred and fifty thousand) requests sent to the database. But in Lesan all this data is collected with only 50 _ 10 which is equivalent to 500 requests sent to the database.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Why duplicate data?","id":"68","title":"Why duplicate data?"},"69":{"body":"Imagine a news database. We need a table for the authors and another table for the news written. Usually, at the end of each news, the name and some information of the author of that news are also included. If we place the information we need for the author of that news inside the news at the time of creation, we will not need to send a separate request to the database to receive the information of the author of that news when reading each news. But the problem arises when the author updates their information. For example, if they change their name from Ali to Ali Akbar. In this case, we have to update all the news written by that author. If this author writes an average of 10 news per day and works on this news website for more than 5 years, at least 18250 documents in the database must be updated. Is this cost-effective? In general, and in most cases, it can be cost-effective because news can be read more than a few thousand times a day and on the other hand, each author only changes their information once a year. Therefore, updating 18250 documents once a year is much less expensive than reading information from two different tables millions of times a day. Moreover, we have created a different solution for updating these repetitions called QQ, which updates them based on the amount of hardware resources used by the server side in different time periods and based on the value of the data. This process will be fully explained below.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » The Ratio Of Creation And Update To Data Retrieval","id":"69","title":"The Ratio Of Creation And Update To Data Retrieval"},"7":{"body":"Every model needs at least one act as an access point to communicate and send or receive data. For adding an act to countries please add the following code before coreApp.runServer: const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); We need to import object function ActFn type from lesan","breadcrumbs":"Getting start » Add an access point","id":"7","title":"Add an access point"},"70":{"body":"As you have seen, data duplication reduces the number of multiple requests to the database, which affects both the speed of receiving data and the way SSG content is created. In addition, the number of methods for receiving embedded data in these databases (especially aggregations in Mongodb) makes managing and filtering this data easier.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why noSQL?","id":"70","title":"Why noSQL?"},"71":{"body":"We had two ways to achieve the best performance: We would generally design a database from scratch to achieve at least the following points: give what we receive from the customer on the client side to the database so that we do not have any additional processing for analyzing the request. Embed all relationships at least to one level. In order to receive data from the database with any degree of penetration into the depths of relationships with only one query Among the available databases, let’s go for one of them and bring all our structures in line with it. Implementing a new database, although attractive, is infinitely time-consuming and requires a lot of time and cost to mature and become usable. Among the available databases, Mongodb met all our needs for at least three reasons: Mongodb is a NoSQL database and that’s exactly what we were looking for. The process of selecting recursive fields from this database, namely projection, is a standard object with the field name key and a value of zero or one, and we could ask the same object from the customer on the client side without any processing and send it to the database. And the key point was the creative idea of aggregation, because we could penetrate into the depths of relationships by sending only one request for any amount of data we wanted. It was enough to create helper functions for building request pipelines in this way. Let’s examine how to create a Pipeline for filtering and selecting data in Mongodb aggregations with an example: Consider the schemas we had for the country, province, and city tables, and now we want to receive a list of 25 provinces along with the country and cities of that province with one request. The Pipeline we create will be like this (the Pipeline that needs to be created for Lesan will be slightly different, which we will discuss later): provinces.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 }, }, },\n]); Now if we create the same Pipeline for a project that has been created with Lesan, it will be as follows: states.aggregation([ \"$project\": { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 } }\n]); Yes, we send an empty Pipeline because all relationships are embedded in Lesan and we only send the projection to select the requested fields. But what happens if we penetrate one more level deeper into the relationships? For example, let’s request the provinces of countries again from within the countries and request the country of that city again from within the cities (it is true that this example is unrealistically funny, but we implement it only for comparison so that the concept can be easily conveyed). In the usual case, the Pipeline will be like this: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"state\", localField: \"country.states._id\", foreignField: \"_id\", as: \"country.states\", }, }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $lookup: { from: \"country\", localField: \"cities.country._id\", foreignField: \"_id\", as: \"cities.country\", }, }, { $unwind: { path: \"$cities.country\", preserveNullAndEmptyArrays: true } }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); But the project created with Lesan will create a Pipeline as follows: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); If you notice, we have no Pipeline to get the provinces inside the country because we know that in Lesan all relationships are stored in an embedded way and if we have the country with its relationships, we have definitely stored the last 50 provinces of each country inside it in an embedded way. So while we store the country as Pure and without relationships in the axis of each province and have it, we receive it again with a Pipeline.Now, instead of 50 _ 50 + 50 documents (if we have requested 50 provinces per country by default), we only receive 50 documents (the country where the provinces are embedded). Now imagine that if, for example, the last registered restaurants in each country were also requested in this query, usually 50 _ 50 + 50 * 50 + 50 documents would have to be requested, but with Lesan, the same document received for each country will also have a list of the last 50 restaurants and we only request those 50 documents instead of 5050 documents. And as each relationship is added, these numbers will get further apart from each other. The same policy applies to cities in relation to the country. The only difference is that here 50 provinces are requested, each province wants the last 50 cities and each city has a relationship with a country that has been requested and we have to receive 50 _ 50 + 2500 documents which with Lesan we have reduced this number to 50 _ 50 documents. Another point to note is that the Pipeline created in the last stage in Lesan is very similar to the Pipeline created in the normal state in the first stage, only the Projection field in these two Pipelines is different.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why Mongodb?","id":"71","title":"Why Mongodb?"},"72":{"body":"We faced a problem with repeated data updates and said that we have created a process to send data to smaller parts for updates in different time periods. In the same example of the news agency mentioned above, we can divide document updates into several sections based on different criteria. For example, we can update newer news (e.g., the past 2 months) immediately and put older news in a queue for updating. For this purpose, we have created an entity language called Query Queue or QQ, which is an object of all commands that are to be sent to the database for data change. The existence of this object allows us to manage updates. For example, if there are millions of updates to be made, we divide them into smaller parts. Depending on the amount of server hardware resources involved, we send a small part for updating to the database. We check the server hardware resources again and if the server is not involved in heavy processing, we send another part for updating. In this classification, in addition to dividing the number of requests, we can also reduce the number of requests by comparing changes. For example, the author above changed his name from Ali to Ali Akbar once and changed his interests from reading to reading and sports a few hours later. Now we have two commands for data modification that can be sent to the database together. Therefore, we can merge these requests and then send them. If we consider this classification as a compartment for storing data modification commands, we can also use it to verify the consistency of repeated data. And if for any reason any part of the data encounters problems, we can use this compartment to find and correct those problems. We can also use artificial intelligence to manage changes in this queue, which will be explained in the relevant section.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Queuing data changes","id":"72","title":"Queuing data changes"},"73":{"body":"Content on the internet is usually divided into three parts: CSR or Client-Side Rendering, SSR or Server-Side Rendering and SSG or Static Site Generation. CSR content is usually created by JavaScript frameworks on the client side, which is why search engines cannot easily understand them. SSR content is processed on the server side and is easily understandable by search engines. However, to create this content, the server must be involved in processing them each time. The best contents for publishing on the web are SSG contents because they are completely understandable by search engines and the server will not be involved in processing their data. Static contents can be placed on CDNs (Content Delivery Networks) and requests for this content can be returned from the stored location on the network before it reaches the server. To understand the popularity of SSG content, you can refer to popular JavaScript frameworks such as Gastby and NextJS. One of the biggest problems with creating SSG content is the complexity of the data model. As the number of requests for data from the database increases, the amount of content that can be converted to SSG decreases. Because to create SSG content, the number of requests to the database must reach zero in order to produce static content. Lesan’s framework has simplified the conditions for creating SSG content by reducing the number of requests to the database. On the other hand, by dividing the content into two parts, dynamic and static, and creating a database inside RAM that is managed by processes similar to Redux, there will be more concentration on the processes of creating and requesting SSG content. In addition, Lessen only updates SSG content when a data has changed. Unlike the process that is usually used in NextJS or Gastby, which uses time periods to create and update SSG content due to lack of awareness of data changes. In this way, a specific time is determined in advance (for example, one day) to generate SSG content, and when that time ends, they send a request to the server to receive the content again and convert it to SSG and repeat this process. This cycle has two major problems: first, it is possible that the data has not changed and an unnecessary processing task is imposed on the server which can cause problems if the number of these requests on the server increases. And the second problem is that it is possible for the content on the server to change and it may be necessary to quickly update that content everywhere, including places where SSG content is stored. But in current processes, we have to wait until the time we have set in advance ends and send another request to the server to update the SSG content. Returning to the example of a news agency, if this website intends to convert its news to SSG content, it will face both of the above problems. On the one hand, the process of generating SSG content may be performed for many news items that have not changed, which creates an unnecessary processing load for the server. On the other hand, it is possible that a news item has been mistakenly converted to SSG content and the news agency wants to remove it quickly, but we have to wait until the end of the specified time for that content to disappear. Also, someone has to request this news after the end of this time. For these two simple reasons, many websites prefer to process their content in SSR form. But how can we create SSG content only when data changes in the main database? This can be easily done with Lesan.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » CSR, SSR or SSG content","id":"73","title":"CSR, SSR or SSG content"},"74":{"body":"The next issue is how to penetrate the depths. In GraphQL, you have very complex solutions to manage it , but in Lesan, this issue does not exist by default because in projects written with Lassan, the server-side programmer must determine the depth of the relationships of each accessible point from the program before writing any accessible point. Let’s take a look at implementing a small project with Lesan to clarify the matter. In Lassan, starting a project will be like this: First of all, we create an app with the Lesan framework, for example (this sample is written in TypeScript): const ecommerceApp = lesan(); We write the model we want for the software using the pure - inrelation - outrelation method and add it to our ODM application. Like this (consider the same information we mentioned in the above example for country and cities): const statePureObj = { id: optional(any()), name: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), abb: optional(string()), description: optional(string()),\n}; const stateInRel = { country: { schemaName: \"country\", type: \"one\", optional: false, }, cities: { schemaName: \"city\", type: \"many\", optional: true, },\n}; const stateOutRel = {}; const states = () => ecommerceApp.odm.setModel( \"state\", statePureObj, stateInRel as Record, stateOutRel as Record ); Now we create a function for this model and add it to our application actions (in fact, this action is available to the customer side user to call it) like this: const addStateFn: ActFn = async (body) => { const { set: { name, enName, countryId, geometries }, get, } = body.details; return await states().insertOne({ doc: { name, enName, geometries, }, relation: { country: new ObjectId(countryId) }, get, });\n}; In the Method written for insertOne in Lesan’s ODM, the input get is also received and returned using the aggregation method. The input relation also receives the relationships of the selected model and finds the pure information of all relationships based on the information we have given it before and stores them in an embedded form. Now we write a validator for this function as follows: const addStateValidator = () => { return object({ set: object({ countryId: string(), name: string(), enName: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), }), get: selectStruct(\"state\", 2), });\n}; As you can see, the validator function addState has an object with keys set and get. The set key is used for information that we need to add state, and as you saw in addStateFn, this information has been used. But the value of the get key is what we need to penetrate into its depth. This value must be an object of a model that accurately specifies the degree of penetration into each of the relationships of that model (here in addStateFn). Here the get key is generated by a function called selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: { country : { state: 2 }, cities: 1 } As a result, an object will be produced as follows : { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), country: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }, cities: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }\n} This object is used for validating the data sent from the client to the server. With this method, we have accurately and separately determined the depth of penetration for each function. If you notice, the key “get” is exactly similar to “projection” in MongoDB and after validating this object, we send it to the database without any changes to receive the data. Besides, we can inform the customer side of all the details of the written requests on the server. As a result, even before sending a request on the customer's side, we can understand what information needs to be sent and what information we can receive. Finally, we add this function and validator to our software with the setAct function. ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"state\", fn: addStateFn, actName: \"addState\", validator: addStateValidator(),\n});","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Penetration Into Depths » Penetration Into Depths","id":"74","title":"Penetration Into Depths"},"75":{"body":"","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice","id":"75","title":"Microservice"},"76":{"body":"There are different processes for implementing microservices around the world. However, in general, each service must have a separate and unique logic and data model with the least amount of dependency on other services. Therefore, the team working on each service can think independently about developing their software. Ultimately all services want to send and/or receive information from other services. If the data models are very different from each other, separate logic must be written for each data to be coordinated. In some microservice development models, it is preferred that the data model designed for services be as consistent as possible because different services can have many common features. Consider an ERP as an example. We have a service for accounting, a service for warehousing, and a service for running a store. All three of these services work with an entity called a product. Changing the product entity in any of these services affects the other services as well. For example, if a product is sold, the warehouse must be notified so that it can replace it in the store in time, and accounting must also have sales information to do its job. Therefore, if the product entity is consistent across all three services, writing server-side logic will be easier. In this type of microservice development, there is usually a senior programmer who knows about all three services and designs their models. This procedure will somewhat reduce the independence of services but ultimately create less trouble for development. Another problem that arises in microservices is the lack of data consistency. Take the same ERP example. If a product is sold but not registered in the accounting service or removed from the warehouse but not registered in the store, it will cause data inconsistency. To reduce these inconsistencies, a tool called a message broker is recommended. With this tool, all messages that are supposed to be exchanged between two services are sent to an independent service and stored there. If a service does not work properly, messages are not lost and as a result, data always remains consistent and coordinated. The next issue in microservices is the distribution of server-side hardware resources. If we have a large number of services, managing the processors of these services will be complicated and we will need many tools to analyze requests so that we can know the amount of hardware resources involved in running each piece of code. In addition, the exchange of messages between services is also an additional processing load that must be performed. Also, the repetitions created from the data require not only additional space for storage but also the need to write parallel logic because each logic processes a separate data. However, the main problem in distribution of processing load arises at the time of horizontal load division. If the data is integrated in one place, managing the distribution of processing load will be simple but when each service has its own database and processing load and at the same time needs other service data, distribution of processing load for it requires considering these dependencies. Given the limitations of vertical load division, removing obstacles to horizontal load division is essential. Lassan offers small solutions for implementation of microservices that can reduce their implementation complexity. It also proposes a new process that has an architecture between microservices and monoliths that will be explained later.","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice process implementation","id":"76","title":"Microservice process implementation"},"77":{"body":"As mentioned in the above section, Lesan is a collection of models and actions created for those models. But in fact, these models are placed inside another object called contentType. contentType includes two other objects called dynamic and static (which will be explained later). contentType itself is also placed inside another object called main or any other service that is active in this process. All the information available in the main key can be obtained with the getMainActs function. All functions created with the setAct function are stored by default inside the main object. But there is another function called setService. With this function, we can add another service to our project. After adding a new service, we can access it by sending an object from the client side that has a service key. The setService function has two inputs: the first input is the name of the service and the second input can be obtained in two ways: As a string, which is actually the address of access to another service. As another object, which is actually the output of the getMainActs function in another service. If the second input is a string, http or grpc methods are used to communicate with it, and if it is an object, that other service comes up as a plugin on this current service. As a result, we can manage a project both as a monolith and as a microservice at the same time.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Lesan solution","id":"77","title":"Lesan solution"},"78":{"body":"To create a model in Lesan, it can be expanded based on another extensive model so that it has nothing more than that and can only have some of its keys. Therefore, we can create a database for all services along with all models that have all the necessary keys in all services. Then each service defines its own model separately based on the integrated database model and takes some of its required keys from that main model. Given the way models are written in Lesan (model implementation based on a schema validator), we can have a common database and at the same time each service can validate its own data based on the expanded model of the comprehensive and original model. Also, it is possible to move models and actions written in Lesan, and we can easily have each service’s database separately or simultaneously with other services. On the other hand, NoSQL databases are usually schemaless and any shape or form can be given to data in the database. Lesan is currently developed based on MongoDB. If we can put all service models in a comprehensive database, we can prevent data duplication and we no longer need to write parallel logic to manage this duplication. In addition, we do not need any tools for synchronization or writing separate logic to standardize data. Finally, we can also take advantage of the ease of horizontal distribution of NoSQL databases without worrying about data consistency. Consider the following example: Suppose we have several services named core - ecommerce - blog and so on, all of which have a model for users named user. We can create a model of the user that has all the fields of all these services and share it among all services, like this: import { any, array, boolean, date, enums, InRelation, number, object, optional, OutRelation, string,\n} from \"../../../deps.ts\"; export const level = enums([\"Admin\", \"Editor\", \"Author\", \"Ghost\", \"Normal\"]);\nexport const gender = enums([\"Male\", \"Female\"]); export const addressObj = object({ addressId: string(), countryId: string(), stateId: string(), cityId: string(), addressText: string(), location: optional( object({ type: string(), coordinates: array(array(number())), }) ),\n}); export const pureUserObj = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; export const userInRel: Record = {};\n// TODO how c\nexport const userOutRel: Record = { blogPosts: { schemaName: \"blogPosts\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; Now, for example, we create a model of the user for ecommerce as well and write its fields in such a way that it does not have anything more than the shared user model, like this: import { ecommerceApp } from \"../../../../../apps/ecommerce/mod.ts\";\nimport { any, array, boolean, date, InRelation, number, optional, OutRelation, string,\n} from \"../../../deps.ts\"; import { addressObj, gender, level, pureUserObj as sharedPureUserObj, userInRel as sharedUserInRel, userOutRel as sharedUserOutRel,\n} from \"../../shared/mod.ts\"; const userPureObj: Partial = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; const userInRel: Partial = {}; const userOutRel: Partial = { // blogPosts: { // schemaName: \"blogPosts\", // number: 50, // sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, // }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; export const users = () => ecommerceApp.odm.setModel( \"user\", userPureObj, userInRel as Record, userOutRel as Record ); Now we can connect them to a common database while several services continue their work independently, provided that the data validation of the schemas works independently for each service and only understands its own data. You can see a complete example of this type of microservice implementation here.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » A suggestion for microservices (an architecture between microservices and monolith)","id":"78","title":"A suggestion for microservices (an architecture between microservices and monolith)"},"79":{"body":"As explained in the section “Why data duplication” above, machine learning will be used in Lesan to manage the repetitions created in the data. In this way, a weight is given to each content according to different criteria, and if a request is made to update that content within QQ, changes are sent to the database according to the weight of the content. These weights can be feedback rate of the content, the amount of sharing it has, its dependencies or dependencies that other contents have on it, the time of content creation, whether it is related to the public or an individual and so on. Also, artificial intelligence and machine learning can be used to integrate and standardize commands within QQ. In this way, if we find several requests to update a schema that have been registered, we can merge them together. Artificial intelligence suggestions can be used to optimize the data model to better manage how dependencies are placed. This will minimize the amount of processing and speed up the receipt of information.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Artificial intelligence","id":"79","title":"Artificial intelligence"},"8":{"body":"As you can see, to add an act to country, we need to use the setAct function in coreApp.acts. This function receives an object as input that has the following keys: schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. fn is the function we call when a request arrives for it. validator is a superstruct object which is called before calling the act fn and validating the given data. Validator includes set and get objects. An optional key named validationRunType that receives the values of assert and create and determines the type of validator run so that we can create data or change previous data during validation. You can read about it here . There is another optional key called preAct which receives an array of functions. These functions are executed in the order of the array index before the execution of the main endpoint function. With these functions, we can store information in the context and use it in the main function, or not allow the main function to be executed. We mostly use this key for authorization and authentication. You can think of that key as middleware in Express. Like preAct, there is another optional key called preValidation. which, like preAct, receives an array of functions and executes them in order before executing the validation function. There is a context inside Lesan, which is available by contextFns.getContextModel() function. And we can share information between the functions of an Act like preAct, preValidation, validator and fn through this context. By default, the body and header of each request are available in this context. In addition, the fn function receives an input called body, which is the body of the sent request. If we have changed the body in the context. The body entered in fn function will be updated and changed.","breadcrumbs":"Getting start » The setAct function","id":"8","title":"The setAct function"},"80":{"body":"Let's create a simple web server with deno: You can find a complete implementation of this example here . First of all, create a mod.ts file and import the latest version of lesan and assign it to a constant variable called coreApp: import { lesan } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); Please select the final version of Lusan from here and replace xxx with it. Before anything, let's connect a database to our app, so add a new MongoDb instance to your code. First, import MongoClient from lesan: import { lesan, MongoClient } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and create a database instance via new MongoClient: const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/${your_database_name}\"); const db = client.database(\"core\"); We should set up the ODM with a new database instance: coreApp.odm.setDb(db); As we have said before, to create a model, we need to define its pure fields with the name of pure and the relations of that model in two types of inrelation and outrelation. pure is merely a simple object with key of string and a value similar to SuperStruct structure. inrelation represents an array or a single pure object of another MongoDb collection, we want to embed in the current document. In SQL modeling, for every relation we save the key or id which we call inrelation. As an example, we have a blogPost which has a creator from the user collection and we save the pure model of the user in the blogPost collection. outrelation specifies a relation for a specific collection but it could contain an unbound set of data that could outgrow the 16MB limit size of a document in MongoDB. Thus we do not even save its key or id in SQL modeling. For example, we have a user entity who writes many blog posts and we save for example an array of pure objects of blogPost in order of the date published for the first pagination in the user collection containing the latest 50 blog posts. Now let's get our hands dirty and create the user and country schemas: First import string number optional InRelation and OutRelation from lesan : import { InRelation, lesan, MongoClient, number, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and then create the schema shapes: const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We should set the schema in coreApp: const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); At this point, we need to have some endpoints to call from an HTTP request, so let's write some endpoints. For creating an endpoint, we need to set the act from coreApp.acts.setAct function which requires type schema actName validator and fn. The type is just an enum of two possible options namely, static and dynamic. schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. a validator is a superstruct object which is called before the act fn calling and validation the given data. validator includes set and get objects. fn is the function we call when a request for it arrives. The following is an one example of act: Before creating act, import object and ActFn from lesan: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and the act will be in the following form: const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); The last thing we need is just to run the web server: coreApp.runServer({ port: 8080, typeGeneration: true, playground: false }); When typeGeneration is set to true, it creates a declarations folder with some typescript typings we need in the project. Now run this command in the terminal: deno run -A mod.ts If the web server comes up correctly, you will see the following message: We are all set and now we can send a POST HTTP request to http://localhost:8080/lesan, include the following in JSON format inside the body in order to retrieve the desired data: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"user\", \"act\": \"addUser\" }, \"details\": { \"set\": { \"name\": \"Seyyedeh Sare Hosseini\", \"address\": \"Iran, Hamedan\", \"age\": 5 }, \"get\": { \"age\": 1, \"address\": 1 } }\n} The working of projection for retrieving data is fundamentally based on MongoDb Projection . The coreApp.schemas.selectStruct function can limit the projection based on your schema relationships and prevent an infinite loop in retrieving data. After running the server with typeGeneration set to true, the declarations folder is created and you can import userInp from generated type and make coreApp.schemas.selectStruct(\"user\", { country: 1 }) type safe: import { userInp } from \"./declarations/selectInp.ts\"; const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; The following is the full example of what we have discussed so far: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); coreApp.odm.setDb(db); const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const createdCountry = await countries.insertOne(body.details.set); return await countries.findOne({ _id: createdCountry }, body.details.get);\n}; coreApp.acts.setAct({ type: \"dynamic\", schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 8080, typeGeneration: true, playground: false });","breadcrumbs":"Starting work with Lesan » Starting work with Lesan","id":"80","title":"Starting work with Lesan"},"81":{"body":"Lesan provides the capability to create independent services which follow the distributed architecture for your system. Follow the below instructions in order to create a microservice example: Move the mod.ts file to core/mod.ts and create another file in ecommerce/mod.ts and place the following code in it: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const ecommerceApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); ecommerceApp.odm.setDb(db); const warePure = { name: string(), brand: optional(string()), price: number(),\n}; const wareTypePure = { name: string(), description: string(),\n}; const wareInRel: Record = { wareType: { schemaName: \"wareType\", type: \"one\", },\n}; const wareOutRel = {}; const wareTypeInRel: Record = {}; const wareTypeOutRel: Record = { wares: { schemaName: \"ware\", number: 50, sort: { field: \"_id\", order: \"desc\" }, },\n}; const wares = ecommerceApp.odm.setModel( \"ware\", warePure, wareInRel, wareOutRel\n);\nconst wareTypes = ecommerceApp.odm.setModel( \"wareType\", wareTypePure, wareTypeInRel, wareTypeOutRel\n); const addWareValidator = () => { return object({ set: object(warePure), get: ecommerceApp.schemas.selectStruct(\"ware\", { country: 1 }), });\n}; const addWare: ActFn = async (body) => await wares.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"ware\", actName: \"addWare\", validator: addWareValidator(), fn: addWare,\n}); const addWareTypeValidator = () => { return object({ set: object(wareTypePure), get: ecommerceApp.schemas.selectStruct(\"wareType\", 2), });\n}; const addWareType: ActFn = async (body) => await wareTypes.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"wareType\", actName: \"addWareType\", validator: addWareTypeValidator(), fn: addWareType,\n}); ecommerceApp.runServer({ port: 8282, typeGeneration: true, playground: false }); Now we have to create servers, one for the core on port: 8080 and another server for ecommerce on port: 8585. Then let's implement ecommerce as a microservice in core. It can be done quite easily by just adding these lines of code before coreApp.runServer(...). coreApp.acts.setService(\"ecommerce\", \"http://localhost:8282/lesan\"); Now execute deno run -A mod.ts in both of core/ and ecommerce/ folders until you could see the following message in your terminal: /on core : HTTP webserver running. Access it at: http://localhost:8080/ and on /ecommerce : HTTP webserver running. Access it at: http://localhost:8282/ You can now send an HTTP POST request for adding wareType which belongs to the ecommerce service on the http://localhost:8585/lesan endpoint with the following JSON in the request body: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} And even add wareType by sending an HTTP POST request to http://localhost:8080/lesan which is for core service with this JSON on request body : { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} and even better you can export all ecommerce actions with just one line of code. Thus, add the below code before ecommerceApp.runServer(...) in ecommerce/mod.ts and comment the runServer line. export const ecommerceActs = ecommerceApp.acts.getMainActs();\n// ecommerceApp.runServer({ port: 8585, typeGeneration: true, playground: false }); Now import ecommerceActs in core/mod.ts: import { ecommerceActs } from \"../ecommerce/mod.ts\"; and change coreApp.acts.setService to : coreApp.acts.setService(\"ecommerce\", ecommerceActs); Now we have all the ecommerce actions, even without running the ecommerce server and sending addWareType request to the core service for creating wareType. If you want to see your actions, simply use this line of code anywhere in your code: const acts = coreApp.acts.getAtcsWithServices(); console.log();\nconsole.info({ acts }, \" ------ \");\nconsole.log();","breadcrumbs":"Starting work with Lesan » Microservice Architecture with Lesan » Microservice Architecture with Lesan:","id":"81","title":"Microservice Architecture with Lesan:"},"82":{"body":"Above, it was said briefly about schemas; In general, each schema includes: pure, inrelation, outrelation, embedded and struct, which is enclosed in two types, dynamic and static, and is included in another object called service. By default, the service object has the main key. And by adding other microservices, other keys will be added to it. We have used the superstruct library to create a pure structure in each schema; As a result, these values can be used for each field: https://docs.superstructjs.org/api-reference/types","breadcrumbs":"Structures » Schemas » Schemas","id":"82","title":"Schemas"},"83":{"body":"As mentioned in the previous section, pure include the pure features of a schema. In fact, the features that are specific to the schema itself, not the relationships it has. For example, the schema of a city has pure features: city ID, city name, its geographical location, and so on. The structure of a pure schema is as follows, which includes a key and its type of feature. export interface PureModel { [key: string]: Struct;\n} for example, the pure features of the city schema are defined as follows: { name: string(), enName: optional(string()), geometries: optional(object({ type: string(), coordinates: array(array(number())), })),\n};","breadcrumbs":"Structures » Pure Structure In Schema » Pure Structure In Schema","id":"83","title":"Pure Structure In Schema"},"84":{"body":"As mentioned in the proposed method section, when schema A has a relationship with schema B, we store the pure values of schema B in the form of embed in schema A. The relationship inrelation is divided into two types of single and multiple. If it is single, inrelation will be an object. If it is multiple, it will be an array of objects. The important issue is how many pure objects we can store in relation as embed? We have no limitation for this issue in Lesan but MongoDB database has a limitation of 16 megabytes for each BSON document. Since the number of our relations may not end up with one relation, it is better to consider a limitation ourselves. For example, if the total number of documents we want to embed is less than 100, we consider this relationship as inrelation. If the number is more than 100, we define this relationship as outrelation. The outrelation will be explained later. The structure of the inrelation relationship is as follows: export interface InRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: \"one\" | \"many\";\n} In this structure, SchemaName is the name of the schema that schema ‘A’ is associated with. Type can also have the values one or many. If the relationship is single, type takes the value of one and if it is more, it receives the value of many. For example; As you can see below, the province schema has an inrelation relationship with the country schema, and since each province has only one country, the type of this relationship is single, so type = “one”. And since the number of cities in a province is also very limited. The province schema also has an inRelation relationship with the city, and since its number is more than one, its type becomes many. stateInrelations = { cities: { schemaName: \"city\", type: \"many\" }, country: { schemaName: \"country\", type: \"one\" },\n};","breadcrumbs":"Structures » The InRelation Structure In Schema » The InRelation Structure In Schema","id":"84","title":"The InRelation Structure In Schema"},"85":{"body":"The outerRelation structure is a relationship that has more than the limitation that we have considered by default for the inrelation relationship. In this type of relationship, we try to store a limited number that may be requested in the first request in an embedded way with a special algorithm. The important point is that for the next user request, they can easily send their request to the main schema and receive the rest of the list from there. Ultimately, this will significantly reduce the number of requests sent to the server. For example, the number of cities in a country is usually more than a few hundred cities. Our limitation for the inrelation relationship was one hundred, so we store a limited number of cities within the country as an embedded outrelation relationship. By default, we have considered this limited number to be fifty and have sorted these fifty cities by their creation date and in DESC order. Or in another example, if we consider the user schema and the order schema in a shopping program, each order has a customer who is of the user schema type. Therefore, the user is stored in the order schema as an inrelation relationship of type one and embedded. On the other hand, the user schema is also related to the order schema. The user’s orders may be very large, so we store a limited number of each user’s orders as an outRelation relationship embedded in the user schema. We can even store orders multiple times as an outrelation relationship in the user schema. Once sorted by order registration date and once sorted by order price and … The structure of the outrelation relationship is as follows: export interface OutRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * number of value that we want to keep */ number: number; /** * sort : {field , order} - field of sort , and order of sort */ sort: { field: string; order: \"asc\" | \"desc\"; type: \"number\" | \"date\" | \"objectId\"; };\n} In this structure, schemaName is the name of the schema that schema A is related to. Number is the number of fields we want to keep in this schema, and an object called sort that includes three values: 1- field that we want to sort by. 2- Order type of ascending or descending. 3- Type the type of field we want to sort by.","breadcrumbs":"Structures » The structure of OutRelation in the schema » The structure of OutRelation in the schema","id":"85","title":"The structure of OutRelation in the schema"},"86":{"body":"The embed structure is created at runtime and when the createEmbeded function is executed, it finds all the inrelation and outrelation relationships of all schemas from other schemas and replaces the pure relationship values. If we consider the relationships of a schema as follows: inrelation: {\n\"country\": { schemaName: \"country\", type: \"many\" }, },\noutrelation: { \"orders\": { schemaName: \"order\", number: 50, sort: { filed: \"id\", order: \"desc\" }, },\n}, The structure of the embedded will be as follows: embedded: { \"country\": object({ \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), },","breadcrumbs":"Structures » The structure of embed in the schema » The structure of embed in the schema","id":"86","title":"The structure of embed in the schema"},"87":{"body":"The Struct is also created at runtime and when the createStruct function is executed, it is used to fully validate that schema. The Struct contains the pure properties of a schema and the embedded properties extracted above. For example, the struct for the user schema that has a relationship with country and order is as follows: struct: { name:string(), lastName:string(), \"country\": { \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), }, You can read all the features of the superstruct library here .","breadcrumbs":"Structures » The structure of Struct in the schema » The structure of Struct in the schema","id":"87","title":"The structure of Struct in the schema"},"88":{"body":"Inside the lesan, there is a web server without any dependencies that receives requests and responds appropriately. The structure of this web server is included in a try-catch, so the rest of the written code does not need to be covered with try-catch and it is only necessary to return an appropriate error for each function so that the same error can be sent to the customer side without any unexpected crashes. The structure of the requests that should be sent to the server is a JSON as follows: { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"state\", \"act\": \"getState\" }, \"details\": { \"set\": { \"_id\": \"626fbe6e4b628d43f7e92ae9\" }, \"get\": { \"name\": 1, \"country\": { \"_id\": 1, \"name\": 1, \"states\": { \"_id\": 1, \"name\": 1, \"country\": { \"name\": 1 } } } } }\n} With the service key, we can choose which microservice is going to respond to the request. By default, the value of this field is main. Sending this key is not mandatory. The contents key receives the values dynamic and static. The “wants” key is an object with two keys: model and act. In the model key, the models that exist in the static and dynamic values are selectable and in the act key, the actions that exist in the selected model are selectable. In the details key, there is also an object with two keys set and get. The set key includes all the information that the selected action in the act key needs and the get key includes information that this action is supposed to return to us and we can choose whether to return details with values of zero or one.","breadcrumbs":"Structures » runServer (web server structure) » runServer (web server structure)","id":"88","title":"runServer (web server structure)"},"89":{"body":"In addition to processing the sending structure explained above and delivering the correct information with the correct facilities to the final function, this web server can also process requests that are for downloading or uploading files and ultimately has a context within itself that can be shared between validators and action functions.","breadcrumbs":"Structures » Request processing » Request processing","id":"89","title":"Request processing"},"9":{"body":"In the addCountryValidator function that we wrote for the validator key, we have returned the object function from the Superstruct struct. This object contains two key: set: It is an object in which we define the required input information for each function available on the client side. In the desired function, we can get the set object information from this address. body.details.set. Note that this object must be of Superstruct object function type. get: This key is also a Superstruct object, where we specify what data can be sent to the client. This object is used in such a way that the client can specify what data he needs with values of 0 or 1 for each key. Actually, this object can be like this: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) But as you can see, we have used selectStruct function of coreApp.schemas.selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: get: coreApp.schemas.selectStruct(\"country\", { provinces: { cities: 1 }, createdBy: 2, users:{ posts: 1 } }), As a result, an object will be produced as follows: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), provinces: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), cities: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) }), createdBy: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), livedCity: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), province: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }), }), posts: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), auther: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), }) }) }), users: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), post: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), }) }) }) We directly send the data received from the get key as a projection to MongoDB.","breadcrumbs":"Getting start » The Validator function","id":"9","title":"The Validator function"},"90":{"body":"In fact, every model we create in the database will be one of the dynamic object keys inside the schemas object. Inside this key, for each of the actions written on that model, we create a key and this key also has two other keys. The validator key is executed before the action function and validates the data required by the action before executing its function. The act key is actually the main action function and at runtime will apply the requested changes to the model. The structure of dynamic is as follows: dynamic: { user: { create: { validator: () => { return true; }, fn: (body) => { return result; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, },","breadcrumbs":"Structures » Dynamic structure » Dynamic structure","id":"90","title":"Dynamic structure"},"91":{"body":"The structure of static is exactly the same as the structure of dynamic, except that it stores information in RAM and is usually used to store a parsed page of client-side apps. This has two advantages: first, if a page was supposed to send multiple requests to the dynamic structure, by storing its information in the static structure, we can receive this information by sending only one request to one of the keys set on the static structure models. Second, the stored information inside the static structure is stored in RAM so that it can be created, updated, deleted and retrieved more quickly. The stored information inside the static structure is managed with an immutable state management. Finally, the static structure acts as a cache layer, a layer whose information has an appropriate interaction with the actual data inside the database and can be easily updated and managed. The structure of static is as follows: static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, },\n},","breadcrumbs":"Structures » Static structure » Static structure","id":"91","title":"Static structure"},"92":{"body":"","breadcrumbs":"lesan » lesan functions","id":"92","title":"lesan functions"},"93":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function getSchemas getPureOfMainRelations getSchema getPureSchema getPureFromMainRelations getPureFromRelatedRelations createEmbedded createStruct getSchemasKeys","breadcrumbs":"lesan » schemas » schemaFns » schemaFns functions","id":"93","title":"schemaFns functions"},"94":{"body":"get object of schema @returns all schemas","breadcrumbs":"lesan » schemas » schemaFns » getSchemas » getSchemas functions","id":"94","title":"getSchemas functions"},"95":{"body":"extract pure feature of inrelations schema @param schemaName - name of schema @returns return pure fetaures of schema that we have inrelation with it for example if: inerRelation of schema is equal to \"posts\": { schemaName: \"post\", type: \"many\" },\n}' output of this function is equal to : \"posts\": array({\n\"id\": string(),\n\"title\": string(),\n\"content\": string(),\n}),}","breadcrumbs":"lesan » schemas » schemaFns » getPureOfMainRelations » getPureOfMainRelations","id":"95","title":"getPureOfMainRelations"},"96":{"body":"get one feature of schema by schemaName @param schemaName - name of schema that we want feature @returns return one schema feature for example:","breadcrumbs":"lesan » schemas » schemaFns » getSchema » getSchema","id":"96","title":"getSchema"},"97":{"body":"const coreApp = lesan(); const locationPure = { name: string(), population: number(), abb: string(),\n}; const cities = coreApp.odm.newModel( \"city\", locationPure, { country: { schemaName: \"country\", type: \"single\", optional: false, relatedRelations: { cities: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"asc\", }, }, }, }, },\n); const getCitySchema = coreApp.schemas.getSchema(\"city\"); getCitySchema is where getSchema is used this function return: * pure: { * \"_id\": string(), * \"name\": string(), * \"location\": array(number(), number()), * }, * \"relations\": { \"country\": { \"schemaName\": \"country\", \"type\": \"single\", \"optional\": false, \"relatedRelations\": { \"cities\": { \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"asc\" } }\n}\n}\n} mainRelations: { \"country\": { schemaName: \"country\", \"type\": \"single\", \"optional\": false } }, \"relatedRelations\": { \"users\": { \"mainRelationName\": \"livedCities\", \"mainRelationType\": \"multiple\", \"schemaName\": \"user\", \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"desc\" } }\n}","breadcrumbs":"lesan » schemas » schemaFns » getSchema » example","id":"97","title":"example"},"98":{"body":"get pure feature of one schema @param schemaName - name of schema that we want pure feature @returns return pure feature of schema for example: { \"id\": string(), \"name\": string(), \"age\": number(), },","breadcrumbs":"lesan » schemas » schemaFns » getPureSchema » getPureSchema","id":"98","title":"getPureSchema"},"99":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getPureFromMainRelations » 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For this reason, we can extract name, population, and abb from within body.details.set. get: Contains selected information that the user needs to be returned. Therefore, we can pass this object directly to Mongo projection. As you can see, we have used the insertOne function, which was exported from the countries model, to add a new document. This function accepts an object as input, which has the following keys: { doc: OptionalUnlessRequiredId; relations?: TInsertRelations; options?: InsertOptions; projection?: Projection;\n} The doc key receives an object of the pure values of the selected model. OptionalUnlessRequiredId type is the document type in the official MongoDB driver. You can read about it here . The relations key receives an object from the relations of this model. There is no relationship here. We will read about this in the next section. The options key gets the official MongoDB driver options to insertOne. You can read more about this here The projection key is used to receive written data. We use native projection in MangoDB. You can read MongoDB's own documentation here . In insertOne, you can only penetrate one step in relationships. Here you can get only pure fields because there is no relation. We will read more about this later.","breadcrumbs":"Getting start » The fn function","id":"10","title":"The fn function"},"100":{"body":"extract pure feature of outrelation of schema @param schemaName - name of schema @returns return pure fetaures of schema that we have outrelation with it for example if: outrelation of schema is equal to '{ \"comments\": { schemaName: \"comment\", number: 50, sort: { filed: \"id\", order: \"desc\" }, }, }' output of this function is equal to :{ \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » getPureFromRelatedRelations » getPureFromRelatedRelations","id":"100","title":"getPureFromRelatedRelations"},"101":{"body":"create embed features, embed feature is equal to all of pure features of inerRelations and outerRelations @param schemaName - name of schema @returns return embedd feature of schema for example { \"posts\": array({ \"id\": string(), \"title\": string(), \"content\": string(), }), \"comments\": array({ \"id\": string(), \"content\": string(), }), }","breadcrumbs":"lesan » schemas » schemaFns » createEmbedded » createEmbedded","id":"101","title":"createEmbedded"},"102":{"body":"create struct features, struct feature is used for create client of db. struct feature is include pure feature and embed features @param schemaName - name of schema that we want struct feature @returns return struct feature for example : assign( object({ \"id\": string(), \"content\": string(), }), object({ \"user\": object({ \"id\": string(), \"name\": string(), \"age\": number(), }), \"post\": object({ \"id\": string(), \"title\": string(), \"content\": string(), }), }), ),","breadcrumbs":"lesan » schemas » schemaFns » createStruct » createStruct","id":"102","title":"createStruct"},"103":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getSchemasKeys » getSchemasKeys","id":"103","title":"getSchemasKeys"},"104":{"body":"this function is create for define all things in local scope and also all functions of inrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » mainRelationsFns » mainRelationsFns","id":"104","title":"mainRelationsFns"},"105":{"body":"get all of inerRealation of one schema @param schemaName - name of schema that we want inerRealation of it","breadcrumbs":"lesan » schemas » mainRelationsFns » getMainRelations » getMainRelations","id":"105","title":"getMainRelations"},"106":{"body":"this function is create for define all things in local scope and also all functions of outrelation define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relatedRelationFns » relatedRelationFns","id":"106","title":"relatedRelationFns"},"107":{"body":"getOutRelations of one schema @param schemaName - name of schema that we want outerRelations","breadcrumbs":"lesan » schemas » relatedRelationFns » getRelatedRelations » getRelatedRelations","id":"107","title":"getRelatedRelations"},"108":{"body":"this function is create for define all things in local scope and also all functions of pure define in this function @function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » pureFns » pureFns","id":"108","title":"pureFns"},"109":{"body":"add pure feature of model to schema @param name - name of schema that we want to add pure features @param pureModel - key and type of model to add schema @example name:\"city\" pureModel: { \"name\":string() }","breadcrumbs":"lesan » schemas » pureFns » addPureModel » addPureModel","id":"109","title":"addPureModel"},"11":{"body":"So this is all the code we've written so far (You can also see and download this code from here ): import { ActFn, lesan, MongoClient, number, object, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » The code","id":"11","title":"The code"},"110":{"body":"get pure features of one schema @param name - name of schema that we want to get pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModel » getPureModel","id":"110","title":"getPureModel"},"111":{"body":"get pure one feature of one schema by name of schema and key of feature @param name - name of schema that we want to get one pure feature @param key - key of feature of schema that we want to get one pure feature","breadcrumbs":"lesan » schemas » pureFns » getPureModelByNameAndKey » getPureModelByNameAndKey","id":"111","title":"getPureModelByNameAndKey"},"112":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » schemas » relationFns » relationFns","id":"112","title":"relationFns"},"113":{"body":"get inerRelatrion or outerRealtion of one schema @param name - name of schema @param relationType - type of relation that we want (inerRelatrion or outrelation)","breadcrumbs":"lesan » schemas » relationFns » getRelation » getRelation","id":"113","title":"getRelation"},"114":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStructFns","id":"114","title":"selectStructFns"},"115":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » fieldType » fieldType","id":"115","title":"fieldType"},"116":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » decreaseIterate » decreaseIterate","id":"116","title":"decreaseIterate"},"117":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » checkRelation » checkRelation","id":"117","title":"checkRelation"},"118":{"body":"","breadcrumbs":"lesan » schemas » selectStructFns » selectStruct » selectStructFns","id":"118","title":"selectStructFns"},"119":{"body":"this function is create for define all things in local scope and also all functions define in this function @function @param {Services} acts - is type of Services for get ServiceKeys in function @returns - return objects of all functions that define in this function const actsSample = { dynamic: { user: { create: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, }, static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, }, }, }; const actsObj: Services = { main: { dynamic: {}, static: {}, }, };","breadcrumbs":"lesan » acts » acts functions","id":"119","title":"acts functions"},"12":{"body":"The last thing we want to talk about is the coreApp.runServer function, this function receives an object input that has the following keys: port used to specify the port used to run the server. polyground that receives a Boolean value that specifies whether the Polyground is available at http://{server-address}:{port}/playground address. typeGeneration, which receives a Boolean value and creates a folder named declarations, and inside it, the typefaces of the program are generated to be used in various cases, we will read more about this later. staticPath that receives an array of paths as a string and makes the content inside these paths statically serveable. We will read more about this later. cors which receives either the * value or an array of URLs as a string, and makes these addresses have the ability to communicate with the server and not receive the cors error.","breadcrumbs":"Getting start » Run Server function","id":"12","title":"Run Server function"},"120":{"body":"set Actions to main service @param {ActInp} actInp - actInp is equal to{ type: type of Actions static or dynamic, schema: schema name of action for example city actName: name of action for example createCity, validator: validator function, fn: function of createUser }","breadcrumbs":"lesan » acts » setAct » setAct","id":"120","title":"setAct"},"121":{"body":"get key of services @function","breadcrumbs":"lesan » acts » getServiceKeys » getServiceKeys","id":"121","title":"getServiceKeys"},"122":{"body":"get actions of schema of main service @param schema - name of schema @param type - type of sctions of service dynamic or static","breadcrumbs":"lesan » acts » getActs » getActs","id":"122","title":"getActs"},"123":{"body":"get actions of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static","breadcrumbs":"lesan » acts » getActsKeys » getActsKeys","id":"123","title":"getActsKeys"},"124":{"body":"get specific action of schema of specific service @param service - name of service for example \"main\" | \"ecommerce\" | \"blog\" @param schema - name of schema @param type - type of actions of service dynamic or static @param actName - name of actions","breadcrumbs":"lesan » acts » getAct » getAct","id":"124","title":"getAct"},"125":{"body":"get all acts of all service @function","breadcrumbs":"lesan » acts » getAtcsWithServices » getAtcsWithServices","id":"125","title":"getAtcsWithServices"},"126":{"body":"get acts of main service @function","breadcrumbs":"lesan » acts » getMainActs » getMainActs","id":"126","title":"getMainActs"},"127":{"body":"get specific Dynamic Action of main service with schemaName and actName @param schema - name of schema for example: user @param actName - name of Actions for example: create @returns return specific action of schema @example for example output is: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }","breadcrumbs":"lesan » acts » getMainAct » getMainAct","id":"127","title":"getMainAct"},"128":{"body":"set acts to service or ser addreess to service @param serviceName - name of service @param service - type of service string or Acts","breadcrumbs":"lesan » acts » setService » setService","id":"128","title":"setService"},"129":{"body":"get all of acts of specific service @param serviceName - name of service","breadcrumbs":"lesan » acts » getService » getService","id":"129","title":"getService"},"13":{"body":"Now you can run deno run -A mod.ts for running the Application with deno You can use playground: Or postman: To send a post request to http://localhost:1366/lesan with this request body: { \"service\": \"main\", \"model\": \"country\", \"act\": \"addCountry\", \"details\": { \"set\": { \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"get\": { \"_id\": 1, \"name\": 1, \"population\": 1, \"abb\": 1 } }\n} For inserting a new country. You shuold get this result: { \"body\": { \"_id\": \"6534d7c6c5dec0be8e7bf751\", \"name\": \"Iran\", \"population\": 85000000, \"abb\": \"IR\" }, \"success\": true\n}","breadcrumbs":"Getting start » Running App","id":"13","title":"Running App"},"130":{"body":"","breadcrumbs":"lesan » odm » odm functions","id":"130","title":"odm functions"},"131":{"body":"","breadcrumbs":"lesan » odm » setDb » setDb","id":"131","title":"setDb"},"132":{"body":"","breadcrumbs":"lesan » odm » getCollection » getCollection","id":"132","title":"getCollection"},"133":{"body":"","breadcrumbs":"lesan » odm » newModel » newModel","id":"133","title":"newModel"},"134":{"body":"","breadcrumbs":"lesan » odm » newModel » find » find","id":"134","title":"find"},"135":{"body":"","breadcrumbs":"lesan » odm » newModel » findOne » findOne","id":"135","title":"findOne"},"136":{"body":"","breadcrumbs":"lesan » odm » newModel » insertOne » insertOne","id":"136","title":"insertOne"},"137":{"body":"","breadcrumbs":"lesan » odm » newModel » insertMany » insertMany","id":"137","title":"insertMany"},"138":{"body":"","breadcrumbs":"lesan » odm » newModel » addRelation » addRelation","id":"138","title":"addRelation"},"139":{"body":"","breadcrumbs":"lesan » odm » newModel » removeRelation » removeRelation","id":"139","title":"removeRelation"},"14":{"body":"As we said before, we embed all relationships. So when you define a relation we store the pure fields of both models in each other. So far we have defined only one model, let us add the second model. We add the following code to the previous codes to add a new model called city. const cityPure = { name: string(), population: number(), abb: string(),\n}; const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", cityPure, cityRelations,\n); We talked about newModel and its input here . Now we only talk about the third input, the relation definition. which receives an object with string key which is the feild name and we store the relation data by this name inside each document, and TRelation value (relations: Record;) which gave us some metadata about the relation. The TRelation type is as follows: export type RelationDataType = \"single\" | \"multiple\"; export type RelationSortOrderType = \"asc\" | \"desc\"; export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType };\n}; interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} The schemaName key receives the exact name of another schema to establish a relation. The type key specifies whether the relationship type should be single or multiple. The optional key specifies whether or not it is mandatory to enter information about this relationship when importing a new document. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa. relatedRelations key that specifies the effects of this schema on the other side of the relationship. This key receives the value of the object with the following keys: The type key specifies whether the relationship type should be single or multiple. limit which specifies the number of relations to be kept if the relation type is multiple. The sort key is optional and specifies that if the relationship type is multiple, based on which field of the relationship schema, the information should be arranged. This key receives an object with two keys: The field that receives the name of one of the schema fields in the relation. An order that receives the value of asc and desc and specifies whether the arrangement should be from bottom to top or vice versa.","breadcrumbs":"Add relation » Add relation","id":"14","title":"Add relation"},"140":{"body":"","breadcrumbs":"lesan » odm » newModel » findOneAndUpdate » findOneAndUpdate","id":"140","title":"findOneAndUpdate"},"141":{"body":"","breadcrumbs":"lesan » odm » newModel » deleteOne » deleteOne","id":"141","title":"deleteOne"},"142":{"body":"","breadcrumbs":"lesan » odm » newModel » aggregation » aggregation","id":"142","title":"aggregation"},"143":{"body":"","breadcrumbs":"lesan » contextFns » contextFns functions","id":"143","title":"contextFns functions"},"144":{"body":"@returns The contextObj","breadcrumbs":"lesan » contextFns » getContextModel » getContextModel","id":"144","title":"getContextModel"},"145":{"body":"asigne all of value that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » setContext » setContext","id":"145","title":"setContext"},"146":{"body":"add values to previous values that we want to carry @param con - objects of key , value @returns nothing","breadcrumbs":"lesan » contextFns » addContexts » addContexts","id":"146","title":"addContexts"},"147":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addReqToContext » addReqToContext","id":"147","title":"addReqToContext"},"148":{"body":"add Request Header to Context because the requeste may be required in later functions @param con - Headers of user @returns nothing","breadcrumbs":"lesan » contextFns » addHeaderToContext » addHeaderToContext","id":"148","title":"addHeaderToContext"},"149":{"body":"this function is create for define all things in local scope and also all functions of context define in this function @returns - return objects of all functions that define in this function","breadcrumbs":"lesan » contextFns » addBodyToContext » addBodyToContext","id":"149","title":"addBodyToContext"},"15":{"body":"Let us define an Act for this new model. We add the following code for this purpose: const addCityValidator = () => { return object({ set: object({ ...cityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); We need to import objectIdValidation and ObjectId from lesan We see Validator and Act and setAct and insertOne functions before, Here we are only talking about the relations input in the insert function. The type of this input is as follow: export type TInsertRelations = { [mainKey in keyof T]?: { _ids: ObjectId | ObjectId[]; relatedRelations?: { [key in keyof T[mainKey][\"relatedRelations\"]]: boolean; }; };\n}; This input receives an object with the key name of the relations that we have previously defined in the model. This object has the following keys: ids which receives either an ObjectId or an array of ObjectIds. relatedRelations, which receives an object with the key of the name of the related relations that we have previously defined in the model along with a boolean value. If the value is true, in addition to the given relationship being saved in this new document, this created document is also saved in the related relationship. And if it is false, the relationship will be saved only in this new document. Here, by adding a city and giving the country ID associated with that city, we store both the pure fields of that country in this newly created city, and within that country in an array of objects, we also store the pure fields of this city.","breadcrumbs":"Add relation » Add new Act with relation","id":"15","title":"Add new Act with relation"},"150":{"body":"this function is for run Server and get request of client and send response of request for client @param port - port of listen @param playground - use playground or not? @param db - connection of DB @param typeGeneration -","breadcrumbs":"lesan » runServer » runServer functions","id":"150","title":"runServer functions"},"151":{"body":"","breadcrumbs":"lesan » generateSchemTypes » generateSchemTypes functions","id":"151","title":"generateSchemTypes functions"},"152":{"body":"the all custom type we generate for lesan is: schema types model types TRelation IMainRelation IRelatedRelation","breadcrumbs":"types » types","id":"152","title":"types"},"153":{"body":"the main schema type is: export type TSchemas = Record; the TSchema type has the following type IModel is the model type we defined in lesan TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » schema types","id":"153","title":"schema types"},"154":{"body":"the model type is used for create new model in lesan: export interface IModel { pure: IPureFields; relations: Record; mainRelations: Record; relatedRelations: Record;\n} the IModel type has the following type: TRelation is used for defining relation get from user IMainRelation is used to created main relation based on this model relation definition IRelatedRelation is used to created related relation based on other relation is associated with this relations","breadcrumbs":"types » schema types » model types » model types","id":"154","title":"model types"},"155":{"body":"export interface TRelation { schemaName: string; type: RelationDataType; optional: boolean; sort?: { field: string; order: RelationSortOrderType; }; relatedRelations: { [key: string]: TRelatedRelation; };\n} the TRelation type has the following type : RelationDataType is the model type we defined in lesan RelationSortOrderType is used for defining relation get from user TRelatedRelation is used to created main relation based on","breadcrumbs":"types » schema types » model types » TRelation » TRelation","id":"155","title":"TRelation"},"156":{"body":"export type RelationDataType = \"single\" | \"multiple\";","breadcrumbs":"types » schema types » model types » TRelation » RelationDataType » RelationDataType","id":"156","title":"RelationDataType"},"157":{"body":"export type RelationSortOrderType = \"asc\" | \"desc\";","breadcrumbs":"types » schema types » model types » TRelation » RelationSortOrderType » RelationSortOrderType","id":"157","title":"RelationSortOrderType"},"158":{"body":"export type TRelatedRelation = { type: RelationDataType; limit?: null | number; sort?: { field: string; order: RelationSortOrderType; };\n}; the TRelatedRelation type has the following type : RelationDataType RelationSortOrderType","breadcrumbs":"types » schema types » model types » TRelation » TRelatedRelation » TRelatedRelation","id":"158","title":"TRelatedRelation"},"159":{"body":"export interface IMainRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; optional: boolean; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IMainRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IMainRelation » IMainRelation","id":"159","title":"IMainRelation"},"16":{"body":"Let's see all the code written here and run it. (You can also see and download this code from here ) import { ActFn, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Now, by running this code and going to playgroun, you should see this page to add the country: add-country And to add a new city, you should see this page: add-city What exactly happened to the database? If you open MongoDB Compass, the following data should be stored for the country: country-data And the following data should be stored for the city: city-data As you can see, when you add a city, the pure values are stored as embedded on both sides of the relation. This makes receiving data much faster. The only noteworthy point is that a limited number of cities are stored in the country. Try to save as many as you think you will need in the first paginate. To get the rest of the cities, we will also query their own schema.","breadcrumbs":"Add relation » All codes","id":"16","title":"All codes"},"160":{"body":"export interface IRelatedRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * name of the main relation related to this relation */ mainRelationName: string; /** * type of the main relation related to this relation */ mainRelationType: RelationDataType; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: RelationDataType; /** * number of value that we want to keep */ limit?: null | number; /** * sort : {field , order} - field of sort , and order of sort */ sort?: { field: string; order: \"asc\" | \"desc\"; };\n} the IRelatedRelation type has the following type : RelationDataType","breadcrumbs":"types » schema types » model types » IRelatedRelation » IRelatedRelation","id":"160","title":"IRelatedRelation"},"17":{"body":"So far we have created two models and one relationship. Let us create another relationship for these two models. Just add this object to relatedRelations of city: citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, },\n} With this relationship, we plan to store the 50 most populated cities of each country in an embedded form. Now the cityRelations object should look like this: const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; And we also need to change the function we wrote to add cities: const addCity: ActFn = async (body) => { const { country, name, population, abb } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, }, }, }, });\n}; We just add this line of code: citiesByPopulation: true, Let us add other relationships before testing this code.","breadcrumbs":"Add more relation » Add more relation","id":"17","title":"Add more relation"},"18":{"body":"Let's choose a city as the capital for the countries. For this purpose we must have a single relatedRelation for each country selectively. So we add this code: capital: { type: \"single\" as RelationDataType,\n}, And we change the function and validation we wrote to add the city as follows: const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; We just add isCapital: boolean(), to addCityValidator and add capital: isCapital to the insertOne functions.","breadcrumbs":"Add more relation » Add arbitrary relation","id":"18","title":"Add arbitrary relation"},"19":{"body":"All the code we have written so far is as follows (You can also see and download this code from here ): import { ActFn, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); If you run the code and go to the playground, you will see that a new input called isCapital has been added to add the city, capital-field and if we put the value true in it, this city will be added to the country as the new capital. In addition, we have a field called citiesByPopulation in the country, where the 50 most populated cities of the country are stored. population-city Please note that you only send a request for a new city, and the new city is stored in three different fields with different conditions in the schema of the corresponding country.","breadcrumbs":"Add more relation » Run the code","id":"19","title":"Run the code"},"2":{"body":"Currently, only the Deno version of Lesan's framework is ready and usable, Node and Bun versions will also be ready soon.","breadcrumbs":"Installation » Installation","id":"2","title":"Installation"},"20":{"body":"Let us add a new model named user for this purpose. We add the following code for the user model: const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 50, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); Well, in the code above, we have created a new model called user, which has two pure fields with name and age keys. In addition, it has a relationship with the country and the city. Its relationship with the country is single and there is a relatedRelation with the country with a field called users. But its relationship with the city is multiple by the livedCities key, and there is also a relatedRelation with the city with a field called users, which is also multiple. Therefore, the relationship between the city and the user is many-to-many. The function we want to add a user is as follows: const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); We need to import array function from lesan The only thing worth mentioning in the code above is the livedCities input in validation, which receives an array of IDs as a string. In the Act function, we convert this input into an array of object IDs with a map. Note that the _ids key in the livedCities object receives an array of object IDs. Well, let's see the complete code again, run the software and check the outputs.","breadcrumbs":"Add more relation » Add many-to-many relationship","id":"20","title":"Add many-to-many relationship"},"21":{"body":"You can see and download this code from here import { ActFn, array, boolean, lesan, MongoClient, number, object, ObjectId, objectIdValidation, RelationDataType, RelationSortOrderType, string,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); const countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); const cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, citiesByPopulation: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, capital: { type: \"single\" as RelationDataType, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); const userPure = { name: string(), age: number(),\n}; const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); const addCountryValidator = () => { return object({ set: object(countryCityPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); const addCityValidator = () => { return object({ set: object({ ...countryCityPure, country: objectIdValidation, isCapital: boolean(), }), get: coreApp.schemas.selectStruct(\"city\", 1), });\n}; const addCity: ActFn = async (body) => { const { country, name, population, abb, isCapital } = body.details.set; return await cities.insertOne({ doc: { name, population, abb }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { cities: true, citiesByPopulation: true, capital: isCapital, }, }, }, });\n}; coreApp.acts.setAct({ schema: \"city\", actName: \"addCity\", validator: addCityValidator(), fn: addCity,\n}); const addUserValidator = () => { return object({ set: object({ ...userPure, country: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUser: ActFn = async (body) => { const { country, livedCities, name, age } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.insertOne({ doc: { name, age }, projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); coreApp.runServer({ port: 1366, typeGeneration: true, playground: true }); Open Playground in the browser and go to addUser function. add-user Note that the livedCities field receives an array of IDs, you just need to enter an input like [\"65466c407123faa9c1f3c180\", \"65466c2c7123faa9c1f3c17e\"]. playground parses it and converts it into an array suitable for sending.","breadcrumbs":"Add more relation » All codes","id":"21","title":"All codes"},"22":{"body":"So far we have created 3 models that have different relationships. Can we update these relationships? Yes we can, but only with addRelation and removeRelation functions. We should note that we should never manually update the relationships created by Lesan with the update or updateMany function. Let the management of the relationships be entirely in Lesan's hands, so that it can always keep them updated and correct. Let's use addRelation. Add Relation function Remove Relation function","breadcrumbs":"Mannage relations » Mannage relations","id":"22","title":"Mannage relations"},"23":{"body":"","breadcrumbs":"Mannage relations » addRelation function » addRelation function","id":"23","title":"addRelation function"},"24":{"body":"Pay attention to the following code: const addUserLivedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserLivedCity: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserLivedCities\", validator: addUserLivedCityValidator(), fn: addUserLivedCity,\n}); In addition to the functions insert, update, delete, find, etc., for each model in the Lesan, there are two other functions in addition to MongoDB functions, named addRelation and removeRelation, which are prepared for managing relationships. In the code above, the addRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here And another key called replace, which is not used here, and receives a boolean value of false or true. We will talk about this key in the next step. In the function above, we add one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the addRelation function along with the user ID. As a result, on the user side, one or more cities are added to the livedCities array, and on the city side, this user is added to each of the cities whose IDs have been sent.","breadcrumbs":"Mannage relations » addRelation function » Update Many to Many Relation","id":"24","title":"Update Many to Many Relation"},"25":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"25","title":"Run the code"},"26":{"body":"What if in one of these sides our field is an object instead of an array (In fact, the type of relationship is one-to-many or many-to-one.)? For example, let's change the country on the user side. Look at code below: const addUserCountryValidator = () => { return object({ set: object({ _id: objectIdValidation, country: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addUserCountry: ActFn = async (body) => { const { country, _id } = body.details.set; return await users.addRelation({ _id: new ObjectId(_id), projection: body.details.get, relations: { country: { _ids: new ObjectId(country), relatedRelations: { users: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addUserCountry\", validator: addUserCountryValidator(), fn: addUserCountry,\n}); In the code above, we get the ID of a user along with the ID of a country and give it to the addRelation function. Please note that the country is not optional in the user model and is defined with a single type. Therefore, if we change the country of a user, we must first find and delete this user in the country he was in before, then add the new country to the user and the user to the new country. For this reason, we have given the value true to the replace key in the addRelation entry. In this function, if we set replace equal to false or do not enter it, no operation will be performed and we will get an error.","breadcrumbs":"Mannage relations » addRelation function » Update One to Many Relation","id":"26","title":"Update One to Many Relation"},"27":{"body":"The bottom line is a bit complicated but has its own charm. To change the country in a user, we must do the following steps: Find the user Finding the user's old country Find the user's new country Checking whether this user was part of the list of users in the old country or not (users may exist in several fields in one country, for example, the list of users who are the oldest or the youngest). Creating a command to delete the user from the old country (from all the lists in which the user was found). If this list has a certain limit and we have reached the end of this limit, we need to find the next user to be added to this list. For this purpose, we must do the following steps: Find out how to save this list. Finding the next 3 users who can be added to this list (because it is possible to find either the same user that we intend to delete from the list, or the end user of this list). Creating an command to add these 3 users to the end of this list. Creating a command to unify this list. Creating a command to delete the current user from this list. Creating a sorting command for this list according to the method we mentioned in the initial settings of relationships. Creating an command to limit this list to the number that we said in the initial settings of relationships. Creating an command to add this user to all user lists in the new country. (Here we also have to check if this list has limit or not and if so, this user can be added to this list or not, which we have to do step #6 for each list in the new country). Execution of all the commands we have created so far. Execution of the command to insert the new country instead of the old country in this user.","breadcrumbs":"Mannage relations » addRelation function » Steps to add a country to a user","id":"27","title":"Steps to add a country to a user"},"28":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » addRelation function » Run the code","id":"28","title":"Run the code"},"29":{"body":"","breadcrumbs":"Mannage relations » removeRelation function » removeRelation function","id":"29","title":"removeRelation function"},"3":{"body":"At least version 7 of MongoDB must be installed. The latest version of Deno must be installed. It is good to have NodeJS installed on your system. If you need to see database information, it is better to install MongoDB Compass . Using a suitable editor such as: VS Code please install deno extension Lesvim The configuration of this editor is a bit difficult. Helix The configuration of this editor is simple and the performance is excellent. Please add .helix/languages.toml file to the root of project and insert this config for better support of Deno.","breadcrumbs":"Installation » Pre request","id":"3","title":"Pre request"},"30":{"body":"Pay attention to the following code: const removeLivedCitiesValidator = () => { return object({ set: object({ _id: objectIdValidation, livedCities: array(objectIdValidation), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeLivedCities: ActFn = async (body) => { const { livedCities, _id } = body.details.set; const obIdLivedCities = livedCities.map( (lc: string) => new ObjectId(lc), ); return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { livedCities: { _ids: obIdLivedCities, relatedRelations: { users: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeLivedCities\", validator: removeLivedCitiesValidator(), fn: removeLivedCities,\n}); In the code above, the removeRelation function is used. This function receives an object input with the following keys: A filter key that receives MongoDB findOne filter and finds only one document to change its relationships. The relations key receives an object from the relations of this model. We talk about the relation input here The projection key is used to receive written data. Also we talk about projection key here In the function above, we remove one or more cities to the set of cities where a user has lived. In fact, in the validation function, the user ID is received along with an array of city IDs, and in the Act function, we convert the array of city IDs into an array of object IDs and give it to the removeRelation function along with the user ID. As a result, on the user side, one or more cities are removed from the livedCities array, and on the city side, this user is removed from each of the cities whose IDs have been sent. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update Many to Many Relation","id":"30","title":"Update Many to Many Relation"},"31":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add picture of document","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"31","title":"Run the code"},"32":{"body":"If you have created a single type relationship, and if you set the optional equivalent to false, we can not use removeRelation for that please use the addRelation function to replace it (for example we can not use removeRelation to remove country from a user). But if you set the optional equal to true, we can use the removeRelation function to erase that relationship along with its relatedrelations. Let's make an optional one-to-many relationship. We create a new relationship for the user: mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 3, sort: { field: \"_id\", order: \"desc\", }, }, }, }, So the full form of users will be: const users = coreApp.odm.newModel(\"user\", userPure, { livedCities: { optional: false, schemaName: \"city\", type: \"multiple\", sort: { field: \"_id\", order: \"desc\", }, relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, mostLovedCity: { optional: true, schemaName: \"city\", type: \"single\", relatedRelations: { lovedByUser: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, }, country: { optional: false, schemaName: \"country\", type: \"single\", relatedRelations: { users: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"desc\", }, }, }, },\n}); In this relationship, we add a city as a mostLovedCity for a user, and on the side of the city we add a field called lovedByUser, where we store the last five users who have chosen it as their mostLovedCity. To erase the mostLovedCity relationship in a user. We must first create this relationship. So let's write a function to add this relationship: const addMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst addMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.addRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, replace: true, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"addMostLovedCity\", validator: addMostLovedCityValidator(), fn: addMostLovedCity,\n}); In the above function, we get the ID of a user and the ID of a city and store that city as mostLovedCity in the user. Also, on the city side, we add this user to the lovedByUser list. TODO add playground photo and photoshop of user and city from Mogodb Compass Well, finally, let's write the mostLovedCity remove function: const removeMostLovedCityValidator = () => { return object({ set: object({ _id: objectIdValidation, lovedCity: objectIdValidation, }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst removeMostLovedCity: ActFn = async (body) => { const { lovedCity, _id } = body.details.set; return await users.removeRelation({ filters: { _id: new ObjectId(_id) }, projection: body.details.get, relations: { mostLovedCity: { _ids: new ObjectId(lovedCity), relatedRelations: { lovedByUser: true, }, }, }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"removeMostLovedCity\", validator: removeMostLovedCityValidator(), fn: removeMostLovedCity,\n}); In the above function, we get the ID of a user along with the ID of a city, and in that user, we delete the mostLovedCity field if it matches this ID, and on the city side, we remove this user from the lovedByUser list. (To know the steps to do this and understand how the relatedRelations are managed, please read this section , just note that we do not have a document to add here, and we only do the steps to remove and place the next document in the limited lists.)","breadcrumbs":"Mannage relations » removeRelation function » Update One to Many Relation","id":"32","title":"Update One to Many Relation"},"33":{"body":"Since all the code is getting bigger and bigger, we put it on GitHub , you can see and download it here . By running the codes and going to the playground, you can see and test the functions added to the user. add-relation TODO add playground photo and photoshop of user and city from Mogodb Compass","breadcrumbs":"Mannage relations » removeRelation function » Run the code","id":"33","title":"Run the code"},"34":{"body":"Let's compare a bit, it may be funny, but let's do it. what are a real relationship between People? Right relationships are lasting and long -term. Both parties accept responsibility for relationships and changes. Changes on one side of the relationship also affect the other side. The two sides of a relationship live together. If the relationship leads to the birth of a child, both parties will accept the relationship. Now let's look at the relationship features in SQL: There is no real relationship. The two sides have only one connection. Relationships are not together. And each lives independently. Relationships are not deep. Relationships do not give birth to any children. (In Lesan , you will see that relationships encourage you to create new models) What are the relationships in NoSQL? There is no real relationship. In fact, there is no proper connection between the two sides. If we consider embeding as a relationship: the changes of each party have no effect on the other side and cause many inconsistencies in the data. the two sides leave each other after the relationship. In this type of databases, they prevent the child from being born, and if a child is born, only one side will be informed of it and probably will not take much responsibility for it. And finally what are the relationships in Lesan: Relationships are as strong as possible, and are described in detail when creating a model. Relationships fully contain each other's pure properties within themselves. If a relationship changes, all related parties will be notified and apply the changes according to a process. By establishing a relationship and seeing many changes on one side of this relationship, you are encouraged to create new relationships. Don't worry, this issue will not add more complexity to the data model, but it will also make the data more understandable. (Below there is an example to understand this)","breadcrumbs":"Mannage relations » What is the relationship really? » What is the relationship really?","id":"34","title":"What is the relationship really?"},"35":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Example","id":"35","title":"Example"},"36":{"body":"So let's go back to our example (countries, cities and users) If we want to define a relationship between the country, city and user models in SQL, this relationship will be as follows (The code below is written for PostgreSQL): CREATE TABLE country ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL,\n); CREATE TABLE city ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, abb VARCHAR ( 50 ) NOT NULL, population INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id),\n); CREATE TABLE user ( id serial PRIMARY KEY, name VARCHAR ( 50 ) UNIQUE NOT NULL, age INT NOT NULL, country_id INT NOT NULL, FOREIGN KEY (country_id) REFERENCES country (country_id), city_id INT NOT NULL, FOREIGN KEY (city_id) REFERENCES city_id (city_id),\n); Pay attention that the relationships are separated from each other as much as possible and only one ID is kept on one side. Whenever we need to know the details of the relationship, we have to visit both sides of the relationship. For example, let's imagine that we want the cities of Iran, we must first find Iran and then filter the city using Iran ID. Now let's imagine that we want to find the country of Iran along with its 50 most populated cities, we have to find Iran first, then find the cities according to the ID filter of the country of Iran along with the sort based on the city population field and the limit of 50. Let's run a more complex query. Suppose we want to receive 50 most populous cities from the 50 most populous countries in the world. Or we want to find the oldest people in the 50 most populous countries in the world. To get the above cities or users, we have to create and execute much more complex queries that may be time-consuming in some cases, although there are alternative ways such as creating separate tables in SQL for these specific purposes, but these ways also add a lot of complexity to the project.","breadcrumbs":"Mannage relations » What is the relationship really? » SQL","id":"36","title":"SQL"},"37":{"body":"What if we could do the above with just a simple query? NoSQL is designed for this, let's see how these tables are implemented in NoSQL databases (Here we have used mongoose so that we can have the shape of the schemas): const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number,\n});\nconst Country = mongoose.model(\"Country\", CountrySchema) const CitySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country } });\nconst City = mongoose.model(\"City\", CitySchema) const UserSchema = new mongoose.Schema ({ name: String, age: Number, country: { type: mongoose.Schema.Types.ObjectId, ref: Country }, city: { type: mongoose.Schema.Types.ObjectId, ref: City } });\nconst User = mongoose.model(\"User\", CitySchema) The code above is exactly equivalent to the code we wrote for PostgreSQL and creates exactly the same tables in MongoDB. All the issues we described for SQL will be present here as well, but wait, we can add other fields to these tables to simplify the complex queries we talked about above. We can store its cities inside each country by adding a field called cities. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }]\n}); Now we can get a country along with its cities just by sending a single query. For example, we can get the country of Iran along with its cities with just one query from the database. But wait, some new issues have arisen. How should we save the cities inside the country ? For this, it is necessary to find the country associated with the city in the function we write to add the city and add this new city to the cities field of that country. This means that when adding a city in the table of cities, we must insert a new record and edit a record in the table of countries. Can we store all the cities of a country within itself ? The short answer is no, although it is possible that the number of cities in a country can be stored within the country, but in some situations, the number of documents that we need to store inside another document may be very large, such as the users of a country. So what should we do? Save a limited number of cities, how many? The number that we feel should be requested in the first pagination (for example, 50 numbers). So, in the function we have written to store the city, we must be aware that if the field of cities within the country has stored 50 cities within itself, do not add this new city to this field. What if a city changes ? Well, as a rule, we should find the country related to that city and check whether this city is stored in the field of cities of that country or not, if yes, we should correct it. What if a city is removed ? We need to find the country associated with the city and if this city is present in the field of cities of that country, we should modify that field as well. How? First, we remove this city from the array of cities, then we check whether this field has reached the limited number that we have previously considered for it, if yes, then this country may have other cities that are not in this field. So we need to find one of them and add it to this field. All this was added just so that we can have its cities when receiving a country! Don't worry, it's worth it. Because we usually add cities and countries once, besides, its information does not change much (except for the population, which we will talk about later). And on the other hand, these cities and countries will be received many times. Now, what if we want to get the 50 most populous countries along with the 50 most populous cities of that country? We can add a new field to the country. Pay attention to the following code: const CountrySchema = new mongoose.Schema ({ name: String, abb: String, population: Number, cities: [{ name: String, abb: String, population: Number, }], mostPopulousCities: [{ name: String, abb: String, population: Number, }],\n}); For mostPopulousCities Field, we should consider all the events that happened above, although with a slight change: What if a city changes ? We need to find the country associated with the city, then see if this city is stored in the cities and mostPopulousCities fields of this country or not. If it is stored in the cities field, we must do the same steps as above, but if it is stored in the mostPopulousCities field, we must first, see which city field has changed, if the population field has changed, this city may no longer be included in this list and we want to remove it from the list and add another city to this list based on its population, otherwise it is possible This city is not in the mostPopulousCities list at all, but due to the change in the city's population, we want to add it to this list. Note that this city may be added anywhere in this list, and on the other hand, if this list has reached the end of the predetermined capacity, we must remove a city from the end.","breadcrumbs":"Mannage relations » What is the relationship really? » NoSQL","id":"37","title":"NoSQL"},"38":{"body":"So, if we want to create the same relationships with ‌Lesan , what should we do? Just enter the code below: // Country Model\nconst countryCityPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryCityPure, countryRelations,\n); // City Model\nconst cityRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { cities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, mostPopulousCities: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"population\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const cities = coreApp.odm.newModel( \"city\", countryCityPure, cityRelations,\n); // User Model\nconst userPure = { name: string(), age: number(),\n}; const userRelations = { country: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, }, city: { optional: false, schemaName: \"country\", type: \"single\" as RelationDataType, relatedRelations: { users: { type: \"multiple\" as RelationDataType, limit: 50, sort: { field: \"_id\", order: \"desc\" as RelationSortOrderType, }, }, }, },\n}; const users = coreApp.odm.newModel( \"user\", userPure, userRelations,\n); In the code above, we have not defined any relationship for the country, but in fact, the country is related to both the city and the user, but this relationship is defined by them because they were the requesters of the relationship. If you pay attention, we have defined two relatedRelations for the country when defining city relations, which causes two fields called cities and mostPopulousCities to be added to the country schema. For the cities field, we have set the sort on _id and in descending order, and we have limited the capacity of the field to 50 numbers with the limit option, which causes the last 50 cities of each country to be stored in it. But in the mostPopulousCities field we have once again stored 50 cities in each country, but this time by sorting on the City population field. The important thing here is that all the things we said we need to do in NoSQL databases using Mongoose are done automatically in Lesan and you don't need any additional code to manage these relationships during insert, update or delete. All work will be done by Lesan.","breadcrumbs":"Mannage relations » What is the relationship really? » Lesan","id":"38","title":"Lesan"},"39":{"body":"","breadcrumbs":"Mannage relations » What is the relationship really? » Test Realation in Lesan","id":"39","title":"Test Realation in Lesan"},"4":{"body":"After completing the prerequisites, create a file named mod.ts. Now just use the latest version of Lesan along with MongoClient in this file. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases Now run this command in the terminal: deno run -A mod.ts You should see this messsage: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/ Now you can visit the playground at http://localhost:1366/playground. Because no database model and no function have been written yet, we still cannot send a request to the server. implement first model","breadcrumbs":"Installation » Importing","id":"4","title":"Importing"},"40":{"body":"you can clone lesan repo by git clone https://github.com/MiaadTeam/lesan.git command and the go to tests/playground folder and run e2e.ts file by execute this command: deno run -A e2e.ts you should see this output: HTTP webserver running.\nplease send a post request to http://localhost:1366/lesan\nyou can visit playground on http://localhost:1366/playground Listening on http://localhost:1366/","breadcrumbs":"Mannage relations » What is the relationship really? » Clone and run E2E","id":"40","title":"Clone and run E2E"},"41":{"body":"Now you can visit the playground at http://localhost:1366/playground and send requests to the server for country, city, and user models: Screenshot 2023-12-31 at 21-35-56 Lesan Playground and use addCountry, addCountries, updateCountry, getCountries, deleteCountry methods for country models: Screenshot 2023-12-31 at 21-42-37 Lesan Playground also use addCity, updateCity, addCities, getCities and addCityCountry for city model: Screenshot 2023-12-31 at 22-03-07 Lesan Playground and also use addUser, addUsers, addUserLivedCities, addUserCountry, addUserCities, addMostLovedCity, removeMostLovedCity, removeLivedCities, updateUser, getUser and getUsers for user model: Screenshot 2023-12-31 at 22-06-53 Lesan Playground you can find e2e.ts raw file here and see all functions write in it.","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Playground","id":"41","title":"Visit Playground"},"42":{"body":"You can see all schema information including pure, mainRelation and relatedRelation inside schema modal box at playground when clicking on Schema button: Screenshot 2023-12-31 at 22-33-26 Lesan Playground here is the screenshot of schema modal box: Screenshot 2023-12-31 at 22-37-13 Lesan Playground Also you can see all Act information including service, model, act and its inputs such as set and get inside act modal box at playground when clicking on Act button: Screenshot 2023-12-31 at 22-38-46 Lesan Playground here is the screenshot of act modal box: Screenshot 2023-12-31 at 22-43-11 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit Schema and Act","id":"42","title":"Visit Schema and Act"},"43":{"body":"We have already prepared several E2E test series for e2e.ts's file, and you can go to E2E modal box by clicking the E2E test button: Screenshot 2023-12-31 at 22-52-21 Lesan Playground here you can import E2E test config file by clicking on import button: Screenshot 2023-12-31 at 22-55-06 Lesan Playground We have these 3 json files next to the e2e.ts file, all three of which can be used for E2E testing: Configdata.json fakerTest.json stress.json Configdata E2E file In the config.json file, all the functions written in e2e.ts have been tested. In fact, all the important functions, including all the functions of the ODM section in Lesan, have been tested in this file. Let us see all the parts of this E2E test one by one (The point is that in almost all the functions written in ODM, relationships are important and Lesan must manage them.): create new country with main → country → addCountry: Screenshot 2024-01-04 at 11-22-31 Lesan Playground here we used main service and country model and addCountry act. we repeat this section 15 times. we captured countryId from last response of this sections. here we used faker for create name, population and abb for new country. create multiple country with one request with main → country → addCountries: Screenshot 2024-01-04 at 13-53-29 Lesan Playground here we used main service and country model and addCountries act. here we insert an array of country for multiCountries key inside set object. we captured some country ID from request response. create new city with main → city → addCity: Screenshot 2024-01-04 at 14-20-22 Lesan Playground here we used iranId the captured variable we get from request number 2 response. we captured body._id with the haratId from response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-42-12 Lesan Playground here we insert an array of city for multiCities key inside set object. here we used iraqId the captured variable we get from request number 2 response. create multiple city with main → city → addCities: Screenshot 2024-01-04 at 14-56-21 Lesan Playground here we insert an array of city for multiCities key inside set object. We also used faker here. here we used afghanId the captured variable we get from request number 2 response. change country relation of a city with main → city → addCityCountry: Screenshot 2024-01-04 at 15-04-46 Lesan Playground here we used haratId and afghanId captured variables. please check mongodb compass beacuase the both side of relation are changend. create new city with main → city → addCity: Screenshot 2024-01-04 at 15-14-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 15-17-21 Lesan Playground please note that we set isCapital field to true so the capital field of related country is filled with this city. create new city with main → city → addCity: Screenshot 2024-01-04 at 16-39-21 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-42-27 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-43-55 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-45-38 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-48-19 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 16-50-30 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-04-33 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-07-41 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-08-14 Lesan Playground create new city with main → city → addCity: Screenshot 2024-01-04 at 17-09-14 Lesan Playground just get list of countries with main → country → getCountries: Screenshot 2024-01-04 at 17-10-22 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-19-46 Lesan Playground the country were user lived is Iran. the user lived in two city: Hamedan and Tehran. create new city with main → user → addUser: Screenshot 2024-01-04 at 17-28-58 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-29-39 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-13 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-30-44 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-20 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-31-54 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-32-28 Lesan Playground create new city with main → user → addUser: Screenshot 2024-01-04 at 17-33-04 Lesan Playground change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-20-28 Lesan Playground 1.we just send a country ID with a user ID and with a simple function all magic happen in both side of relation. change country relation of a user with main → user → addUserCountry: Screenshot 2024-01-04 at 19-34-16 Lesan Playground add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-37-00 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add city to livedCities relation of a user with main → user → addUserLivedCities: Screenshot 2024-01-04 at 19-51-56 Lesan Playground remove city from livedCities relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 19-54-10 Lesan Playground 1.we just send list of city ID with a user ID and with a simple function all magic happen in both side of relation. add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 19-59-44 Lesan Playground add a city to mostLovedCity relation of a user with main → user → addMostLovedCity: Screenshot 2024-01-04 at 20-05-52 Lesan Playground remove a city from mostLovedCity relation of a user with main → user → removeLivedCities: Screenshot 2024-01-04 at 20-11-13 Lesan Playground update a country with main → country → updateCountry: Screenshot 2024-01-04 at 20-12-26 Lesan Playground We send the ID of a country along with the rest of the pure fields (pure fields are optional) to it, and in a simple function the following will happen: Update the country itself Updating the country field in all cities related to that country Updating the country field in all users related to that country The point to be mentioned here is that you should not send another field for updating other than pure fields. Because the relationships must be completely managed by Lesan himself. update a city with main → city → updateCity: Screenshot 2024-01-04 at 20-26-49 Lesan Playground update a user with main → user → updateUser: Screenshot 2024-01-04 at 20-27-19 Lesan Playground After clicking the run E2E test button, you will go to the test results page. Screenshot 2024-01-06 at 13-34-30 Lesan Playground If you scroll down a little, you can see the results of each sequence separately: Screenshot 2024-01-06 at 14-13-04 Lesan Playground Screenshot 2024-01-06 at 14-20-03 Lesan Playground with this button you can change view of panel from body-header & Description to REQUEST & RESULT show some description about sequence including request number & timing, captured value and so on. show unparsed header and body you send to the backend. show the index of each sequence. show response get back from server. show parsed request you send to server, including parsed header and body. pagination for sequence with more than 1 request. After finished executing all test in configdata.json you have a nice data inserted to sample collection in mongodb. Screenshot from 2024-01-06 15-10-49 You can play with this data in playground and change everything you want. Screenshot 2024-01-06 at 15-08-36 Lesan Playground","breadcrumbs":"Mannage relations » What is the relationship really? » Visit E2E test modal","id":"43","title":"Visit E2E test modal"},"44":{"body":"shoma tanha ba fieldhaye pure yek schema sar o kar darid va modiriat rabeteha tamaman be sorat khodkar tavasot lesan anjam mishavad. shoma mitavanid bar asas rabeteye yek schema an ra sort ya filter konid shoma baraye daryaft dadaha ba queryhaye pichide asnad besiyar kamtari ra az database jamavari mikonid. (link bedam be tozihat kamel)","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship sweets in Lesan","id":"44","title":"All relationship sweets in Lesan"},"45":{"body":"barkhi az rabeteha baes eijad updatehaye besiyar bozorg mishavand. rah hal: 1-eijad rabeteye jadid 2-qq 3-in-memory db اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره. بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم. بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم. بعد راجع به آپدیت شدن رابطه‌ها حرف می‌زنم. بعد راجع به دیتابیس اینمموری حرف می‌زنم. بعد راجع به مدیریت کیوکیو حرف می‌زنم. حتما یادم باشه راجع به اینکه وقتی امبد می‌کنی چقدر دریافت داده‌ها راحت هست هم حرف بزنیم، از اون طرف راجع به اینکه فیلتر کردنشون بر اساس فیلد امبد شده چه معجزه‌ای میکنه هم حرف بزنم حتما راجع به اینکه چه نکته‌هایی داره طراحی مدل توی لسان حرف بزنم یعنی اینکه بگم رابطه‌ها از یک طرف تعریف می‌شن بعد توی طرف بعدی از همینجا ساید افکت‌هاش مشخص میشه بگم و اینکه نگران نباشن چون توی پلی‌گراند می‌تونن برای یک مدل همه‌ی رابطه‌هایی که داره چه از طرف خودش تعریف شده باشه چه بقیه براش تعریف کرده باشن رو ببینه و یه عکس از پلی‌گراند بذارم، نکته مهمش اینه که بگم همیشه رابطه رو از طرف مهمش درخواست بدن تا بشه هر چقدر می‌خوایم ساید افکت مناسب براش بذاریم","breadcrumbs":"Mannage relations » What is the relationship really? » All relationship bitterness in Lesan","id":"45","title":"All relationship bitterness in Lesan"},"46":{"body":"","breadcrumbs":"findOne and find functions » findOne and find functions","id":"46","title":"findOne and find functions"},"47":{"body":"","breadcrumbs":"aggregation functions » aggregation functions","id":"47","title":"aggregation functions"},"48":{"body":"Updating is the most challenging issue in Lesan . Because by updating one document, thousands or maybe millions of other documents may also be updated. Let's explore a few scenarios. Best case: Update a user const updateUserValidator = () => { return object({ set: object({ _id: objectIdValidation, name: optional(string()), age: optional(number()), }), get: coreApp.schemas.selectStruct(\"user\", 1), });\n};\nconst updateUser: ActFn = async (body) => { const { name, age, _id } = body.details.set; const setObj: { name?: string; age?: number } = {}; name && (setObj.name = name); age && (setObj.age = age); return await users.findOneAndUpdate({ filter: { _id: new ObjectId(_id) }, projection: body.details.get, update: { $set: setObj }, });\n};\ncoreApp.acts.setAct({ schema: \"user\", actName: \"updateUser\", validator: updateUserValidator(), fn: updateUser,\n});","breadcrumbs":"findOneAndUpdate functions » findOneAndUpdate functions","id":"48","title":"findOneAndUpdate functions"},"49":{"body":"","breadcrumbs":"deleteOne functions » deleteOne functions","id":"49","title":"deleteOne functions"},"5":{"body":"I copy this simple example from installation page. We will keep this file as mod.ts and continue to add various models and functions to it. import { lesan, MongoClient,\n} from \"https://deno.land/x/lesan@vx.x.x/mod.ts\"; // Please replace `x.x.x` with the latest version in [releases](https://github.com/MiaadTeam/lesan/releases) const coreApp = lesan(); const client = await new MongoClient(\"mongodb://127.0.0.1:27017/\").connect(); const db = client.db(\"dbName\"); // change dbName to the appropriate name for your project. coreApp.odm.setDb(db); coreApp.runServer({ port: 1366, typeGeneration: false, playground: true }); Please replace x.x.x in the import link with the latest version in releases","breadcrumbs":"Getting start » Getting start","id":"5","title":"Getting start"},"50":{"body":"","breadcrumbs":"insertMany functions » insertMany functions","id":"50","title":"insertMany functions"},"51":{"body":"","breadcrumbs":"Playground » Playground","id":"51","title":"Playground"},"52":{"body":"When you first enter the playground, you will see 3 part : PlayGround","breadcrumbs":"Playground » First Encounter","id":"52","title":"First Encounter"},"53":{"body":"At the top of the page there are tabs that allow you to do different things at the same time without losing information. You can make and use as many tabs you need(2) with add button(1) and close them at any time with close button(3). By refreshing the page, the tabs information does not disappear and after the tab refresh the tabs are fully accessible. Tabs","breadcrumbs":"Playground » Part One : Tabs","id":"53","title":"Part One : Tabs"},"54":{"body":"On the left side is the sidebar, with 3 select box that are used to select the service(1) , Schema(2) and Action(3) , respectively. It should be noted that the selection of Schema and act is inactive until the service is selected. Sidebar Second Sidebar After selecting the service, Schema and act, another column is displayed, which includes 2 sections of set fields(1) and get fields(2) . In the set fields, you fill in the values you need(1-1) and in the get field section you choose the values you want to get and also we either want the field to set the field equal to one or we do not want the amount to be zero(2-1). After completing the sections of the set fields and get fields set, by pressing the Send Button(3) , the results we have had in the response section are shown in the response section. Second Sidebar Response Response Section At the top of the response section, we have access to 3 button, copy Request(1) , copy Response(2) and Run E2E Test(3) that send the request to the E2E Test modal that we will explain below. Also we can see the status of the request who can be true with green light and false with red loght(4). At the top-right of the body response we can access to the time of the request with took(5) . Response-Detail","breadcrumbs":"Playground » Part Two: Sidebar","id":"54","title":"Part Two: Sidebar"},"55":{"body":"In this section we will see 6 buttons that we will explain below : Buttons Before explain 6 buttons, Notice that in every modal we can use the close button(1) to close the modal. Modals Also we can use change size button(2) to see modal in full screen or window size. Modals-1 Modals-2 Refetch button: Pressing it all the data is renewed once. Reffetch Button Settings button: Setting Button Pressing that modal of settings open for us to see two parts of the Fetch Config(1) and the Set Headers(2) . Setting Detail In the fetch config section, we can set an Url(1) and press Apply Button(2) that we can bring the lesan to different addresses. Setting Detail-1 In the set headers we can also determine the key(1) and value(2) . also we can press Add Header(3) button to add many new Key and Value and set them wit Apply(4) button. Setting Detail-2 History button: By pressing History button , we enter the modal history in which we have access to all the Requests(1) as well as and Responses(2) the results. In top-right of the Request section we can see the Date Of The Request and also in top-left of the Response we can see the Time Of Response . In top-right of the every part of the request we can delete the this part with Delete button(5) . Also we can clean all the request by press the Dustbin Button(6) . History In the request section we access to Model and Act(1) of the request and Show Button(2) to see the detail of the request and response. History-1 We can hide the details with Hide button : History-2 In the response section, we can see the Status Of The Response(1) that can be true or false and also we can reuse of the request with Use Button(2) . History-3 E2E Test button: In E2E test modal, we see two section, section one include Five Button that the top-left of the modal and section two its be Eeach Sequence of the test. E2E We start with the section one, in this section we have five button include Add(1) , Run E2E Test(2) , Import(3) , Export(4) and Help(5) . E2E-1 With Add Button we can create a new Sequence for test. we can add how much we need sequence for test. E2E-2 With Run E2E Test Button we can run the test. we explain this after. With Import Button we can import the pervious tests and reuse them. E2E-3 With Export Button we can export existing tests for use them for anothe test. And with Help Button we go to playground document that we can see how to work with E2E modal. In each sequence, we can see 2 part, Set Test Body And Headers(1) and Set Repeat Time , Capture Variables(2) E2E-4 Part 1 is a Set Test Body And Headers that we can write and set body and headers for test. also we can use the faker for test. for example you can see that we use faker for this sequense: E2E-4 In Part two we can Set Repeat Time(1) of the test with + or - button or write number we want in input. also we can use Add Capture(2) Button for set how many capture we want to the sequence for test. E2E-5 After press the Add Capture we can see a part that include two input, include set a variable name(1) that we can see an Example(2) to how fill this input and another input, is set a value for variable(3) that we can see an Example(4) to how fill this input. Also we can set capture couple model. E2E-6 We have four button in top-right of the each sequence test: E2E-7 Duplicate Button(1) that we can duplicate sequence. E2E-8 Move Buttuns(2)(3) , with this buttons we can move the sequense to top or bottom. Delete Button(4) , with this button we can delete each sequence. After write the sequences test, we can go to see the resulst of the each sequence test by click on the Run E2E Test Button and we see this: E2E-9 First thing that we see is Back Button and second is Export Button at the top-left of the modal. third one is a Information section that we can see all information of the sequence tests. E2E-10 The Information section have three part, Requests(1) , Times(2) and Captures Information(3) . E2E-11 Requests part include All Request Count(1) , All Request Time(2) , All Success Request(3) and All Fails Request(4) . E2E-12 Times part include two section, Best and Worst . in each section we can see the Best/Worst request time, sequence number of the best/worst request that when click on number, we scroll to that sequence number, request number that include number of the request in sequence, model and act. E2E-13 Captures Information part include every capture items that we set. in this part we can see the Key(1), Captured From(2), Value Of(2), Model(2), Act(2) and Captured Inside Sequnce Number. E2E-14 After Information section, we can access every sequence that each of sequence have two part, Description(1) and Body Header(2) . E2E-15 Description have five part include Request(1) that include All Request Count, Success/Fail that show the how many of request is success/Fail, All Request Time and Avrage Time For Each Request, Best(2) and Worst(3) that include Best/Worst Time and request nmber, Capture Items(4) that include key,value,model,act,sequence number, Using Capture Items(5) that include key,captured from, value,act and sequence number. E2E-16 Body Header have headers,body of the each sequence(1), number of sequence(2) at the top-right and change button(3) at the top-left. E2E-17 When click on Change Button we can see and access to the Request(1) and Response(2) that in Request section we can see the pure request(3) and at the Response section we can see the body of the response and success status of Responsewhich the false or true(4). At the top-right of the Response section we can see the time of the Respone(5) . At the Bottom-center, we can access to the pagination(6) to move on the Requests or write the specefic Request number to access the Request. Also when click on change button(7) to go back to the Body Header and Description. E2E-18 Schema button: In Schema modal we have access to all the Schema project. For example, we can see the country,city and user. Schema Country have pure(1) and related relations(2). Schema-1 And pure have _id(1), name(2), population(3), abb(4). Schema-2 And Also related relations have cities asc(1), cities desc(2), cities by pop asc(3), cities by pop desc(4), capital city(5), users(6), users by age(7). Schema-3 Also by hovering on question icon we can see the relations. Schema-4 We see the country, lets see the city . city have pure(1), main Relation(2), related relations(3). Schema-5 Pure have _id(1), name(2), population(3), abb(4). Schema-6 main relations have country and country have _id, name, population and abb. Schema-7 Also by hovering on question icon we can see the relations. Schema-8 And related relations have users(1) and loved user(2). Schema-9 Users have _id, name, age. Schema-10 Act button: Like Schema modal in Act modal , we have access to all the Act of the project. Act have main and main have country(1), city(2), user(3). Act-1 And country have add country(1), update country(2), add countries(3), get countries(4), delete country(5). Act-2 Let see the add country. we can see the set(1) and get(2). Act-3 Set have name(1), population(2) and abb(3). Act-4 And get have _id(1), name(2), population(3), abb(4), users(5). Act-4","breadcrumbs":"Playground » Part Three: Buttons","id":"55","title":"Part Three: Buttons"},"56":{"body":"راجع به فانکشنال پروگرمینگ حتما بگم و اینهارو توش توضیح بدم : مثلا وقتی یه چیزی newModel میشه دیگه همه‌ی فانکشن‌های توی odm براش در دسترس هست با یه ساینتکس قابل فهم بعد راجع به اسکیماها و اکتها هم همین فرایند newModel رو بگم بعد راجع به بعضی چیزای دیگه مثل preAct و preValidation و حتی فانکشن‌هایی که برای ولیدیشن میدیم که فانکشن هست هم توضیح بدم که یعنی میتونه اونجا از hof یا curriyng استفاده کنه","breadcrumbs":"All the advantages of Lesan » All the advantages of Lesan","id":"56","title":"All the advantages of Lesan"},"57":{"body":"","breadcrumbs":"Implement an advanced project » Implement an advanced project","id":"57","title":"Implement an advanced project"},"58":{"body":"","breadcrumbs":"Implement an advanced project » General description » General description","id":"58","title":"General description"},"59":{"body":"","breadcrumbs":"Implement an advanced project » nx configuration » nx configuration","id":"59","title":"nx configuration"},"6":{"body":"For adding a new model we should call newModel function from coreApp.odm. Lets add a country model, please add the following code before coreApp.runServer: const countryPure = { name: string(), population: number(), abb: string(),\n}; const countryRelations = {}; const countries = coreApp.odm.newModel( \"country\", countryPure, countryRelations,\n); We also need to import string and number from lesan. These are validators exported from Superstruct . We use Superstruct to define models and validate function inputs and some other things. The newModel function accepts three inputs: The first input is to define the name of the new model. The second input is to define the pure fields of that model in the database. For this, we use an object whose keys are the names of each of the fields, and the value of these keys is obtained by one of the functions exported from Superstruct . The third input is to define the relationship between models. Because we have just one model here, we pass an empty object for that. We will read more about this later. Finally, the newModel function returns an object that has services such as insertOne, insertMany, updateOne, deleteOne, and so on.","breadcrumbs":"Getting start » Add New Model","id":"6","title":"Add New Model"},"60":{"body":"","breadcrumbs":"Implement an advanced project » Folder Structure » Folder Structure","id":"60","title":"Folder Structure"},"61":{"body":"","breadcrumbs":"Implement an advanced project » Microservice or Monolithic » Microservice or Monolithic","id":"61","title":"Microservice or Monolithic"},"62":{"body":"","breadcrumbs":"Manage replica » Manage replica","id":"62","title":"Manage replica"},"63":{"body":"One of the biggest challenges for implementing data retrieval capability in Lesan was when the customer requested dependencies of a table with more than two levels of penetration in depth. Let us review the previous methods before explaining Lesan's method.","breadcrumbs":"Receiving Data » Receive data","id":"63","title":"Receive data"},"64":{"body":"Many of the current structures for interacting with server-side applications require multiple requests to be sent to the server to receive a set of information related to each other. Also, due to the mismatch between the sent information and the customer’s needs, much of the sent information will be unused and will waste resources and bandwidth. The first problem is known as under-fetching, meaning that the received information is less than what is needed and requires a resend request to the server. This causes the number of server-responsive requests per unit time to decrease and its processing load to increase. The second problem is known as over-fetching, meaning that the customer only needs a specific part of the information, but the server sends other data in a table regardless of their needs. This problem causes additional bandwidth occupation and increases data exchange time. Facebook has introduced a new concept called GraphQL to solve these problems to some extent. This idea is very creative and practical but also comes with problems and challenges.","breadcrumbs":"Previous methods and the main challenge » Previous methods and the main challenge","id":"64","title":"Previous methods and the main challenge"},"65":{"body":"Given that GraphQL is a language for describing data models and how to request them, in addition to the implementation of the usual server program, there is also a need for a dedicated implementation of GraphQL. This violates one of the fundamental principles of programming, which is \"Don't repeat yourself\" (DRY) , and forces developers to learn the descriptive language specific to GraphQL, which is GQL. # This Book type has two fields: title and author\ntype Book {\ntitle: String # returns a String\nauthor: Author # returns an Author\n} type Mutation {\naddBook(title: String, author: String): Book\n} After the data model is described in GraphQL, for each request sent to the server, there is a need to parse and analyze the descriptive texts, which also has overhead processing. One of the things that is managed in GraphQL is sending data along with their relationships. However, the depth and type of relationships requested are not easily manageable, which causes non-optimal requests to be sent to the server. GraphQL is a general-purpose descriptive language and has not been optimized for a specific database. In fact, this tool has no view of what implementation has been done in other structures and certainly no specific optimization has been made on it. Sending a request in GraphQL is not in common and popular formats such as JSON, and this factor makes sending a request with many current tools a complex matter. Also, in GraphQL, the common standards for requests have not been used on the web and new concepts such as query, mutation, etc. have been created (this has both advantages and disadvantages).","breadcrumbs":"Previous methods and the main challenge » GraphQL Problems","id":"65","title":"GraphQL Problems"},"66":{"body":"The idea of connecting client-side nodes to the backend in Lesan is inspired by GraphQL, but in Lesan we tried to make this connection simpler and more practical so that we can solve the problems mentioned above. We focused on three points to do this: We do not add any language to the client and server (such as GQL language in GraphQL). Instead of implementing complex logic to filter fields selected by the user, we use the logic implemented within databases (here Aggregation in MongoDB). Because algorithms implemented within databases have more scalability and efficiency due to direct data communication. We store all relationships in data as embedded to reduce the amount of requests sent to the database. Let’s create descriptive information for different types of data and how they are embedded in server-side logic so that we can create more efficient data models in the NoSQL style. We can also simplify data management in the database without changing the information.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Lesan's solution for how to communicate between the server and the client","id":"66","title":"Lesan's solution for how to communicate between the server and the client"},"67":{"body":"In the first step, we tried to organize the data structure because we intended to use NoSQL databases and at the same time we needed to have structured data like SQL both at runtime and during development to simplify the management of embedded data as much as possible. We divided the relationships into two types of simple (inrelation) and complex or impossible (outrelation) for embedding. We stored simple relationships completely and stored complex relationships only in the number that could be returned in the first request (first pagination). We exactly left the data retrieval management to the client as MongoDB had defined it, that is, sending an object with a key (data name) and a value (0 or 1) to the client. We found a creative way to produce Aggregation Pipelines in MongoDB so that fewer documents are requested when receiving data as much as possible. We allowed the client to see all the models and functions written on each model and choose them in the same object sent. We allowed the client to see the output of each function written for each model along with the exact depth of its relationships that had previously been determined by the server-side programmer in a type-safe manner to make it easier to create the sent object. We created an ODM to simplify the process of receiving data along with its relationships and also to manage the repetitions created from embedded relationships within this ODM so that the server-side programmer writes less code. We prioritized input data validation and created a process for the server-side programmer to create a validator for each function written on each model so that we can run that validator before executing the function. In this validator, recursive data management along with the depth of penetration into the relationships of each model must be explicitly specified. Let us clarify the issue with an example: Let’s consider a schema named country with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; And also a schema for the province with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncenter;\ncountry;\ncities; And also a schema for the city with the following fields: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncountry;\nprovince; The capital field in the country and the center field in the province are of type city and we completely embed them. This form of relationship is a simple relationship and we call it inrelation, which ultimately is a single object of the pure city fields (inrelations can also be multiple and be an array of objects) which is defined as follows: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false },\n}; All country relationships do not end here. This schema also has a relationship with the province and city. With one simple question, we can complete the country’s relationships: Is the number of provinces that we are going to keep inside the country too high? (i.e., if it is an SQL database, do we store the province key inside the country?) Answer: No, the number of provinces is limited and we can store all provinces inside the country schema. So this relationship is also inrelation. Therefore, the above object should be created in this way: countryInrelations = { capital: { schemaName: \"city\", type: \"one\", optional: false }, provinces: { schemaName: \"province\", type: \"many\", optional: true },\n}; Another relationship we have in the country is the city, how do we define it? There are many cities in a country and we cannot store all the cities in a country schema. So this is a complicated relationship with a large number, we define it as outrelation that the process of defining it requires more information to know exactly what amount and what data we are going to embed, we add that information in the sort key. countryOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We also define the remaining fields of the country that are specific to it and are not related to any relationship as pure fields. countryPure: { name: string(), abb: optional(string()), ... } For the province, it is the same way: provinceInrelations = { center: { schemaName : \"city\", type: \"one\" }, country: { schemaName: \"country\", type: \"one\" }}\nprovinceOutrelation = { cities: { schemaName: \"city\", number: 50, sort: { field: \" _id\", order: \"desc\", type: \"objectId\"}}}\nprovincePure: { name: string(), abb: optional(string()), ... } And for the city, it is the same way: cityInrelations = { country: { schemaName: \"country\", type: \"one\" }, province: { schemaName: \"province\", type: \"one\" } }\ncityOutrelation = {}\ncityPure: { name: string(), abb: string() , ... } If you pay attention, every relation that is kept as inrelation in a schema, the related schema has also stored this schema as outrelation. It is worth noting that we save this form of defining schemas in the integrated runtime in an object called Schemas. We will discuss its structure further. But what is stored in the database is the initial form that we showed earlier. It means for the country: id;\nname;\nabb;\ndescription;\ngeoLocation;\ncapital;\nprovinces;\ncities; The amount of pure fields is known. And the value of the fields that are of the relation type of schemas will be in the form of objects of the pure type of that relation. That is, for example, for the country: {\nid: \"234fwee656\",\nname: \"iran\",\nabb: \"ir\",\ndescription: \"a big country in asia\",\ngeoLocation : [ [12,4], [32,45], ... ],\ncapital : { id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ]\n},\nprovinces : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ] }, { id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans provinces\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the provinces\n}],\ncities : [{ id: \"234fwee656\", name: \"tehran\", abb: \"th\", description: \"the beautiful city in middle of iran\", geoLocation : [ [12,4], [32,45], ... ] }, { Id: \"234fwee656\", name: \"hamedan\", abb: \"hm\", description: \"one of the irans cities\", geoLocation : [ [12,4], [32,45], ... ]\n},\n... til to end of the number limit for the first paginate\n}], Now the user can filter and receive all the fields of a schema along with the first depth of its relations by sending only one request to the database. This request is performed based on the process of projection in MongoDB according to the values of fields being one or zero. Without our framework having any involvement in this process. And without us writing an additional layer to filter the requested fields in it. (The process and form of this request will be explained later.) If the lower fields of a country’s schema are requested in a request, not only all the requested information will be received and returned to the user with one request to the server but also with one request to the database. If the following fields are requested from the schema of a country in a request. Not only with a single request to the server but also with a single request to the database, all requested information will be received and returned to the user: getCountry → id: 1 Name: 1 abb: 1 decsription: 1 capital → id: 1 name: 1 abb : 1 provinces → id :1 name : description : 1 cities → id : 1 name : 1 abb : 1 If a user penetrates more than one level of depth, what should be done? For example, if they request provinces for a country, they may also want its cities from within the provinces. Let’s examine what happens in SQL databases before we explain the Lisan framework solution: First of all, we run a query to find the country, because we have the country ID, we run an indexed query. After that, we run a query to find the capital, because we have its ID stored in the country, we run an indexed query. Then we send a query to find the first paginate of provinces. If we have stored the ID of all the provinces of a country inside it, we run an indexed query. Otherwise, we must send an unindexed query with the country ID filter found. Continuing with the example, if we had found 35 of the first paginate provinces. We should send a non-index query with a province ID filter for each one on each city and find the first paginated cities for each of the provinces. (For example, 50 for each province, which means 50 times 30) Finally, to find the first paginate cities for this country too, we need to send a non-index query with the ID filter of the found country on the city table You saw that the process was very complicated in SQL, now let’s see how the same process is done in Lesan . In the previous section, we mentioned that to get a country along with the first depth of its relationships (i.e., capital, states, and cities), we only send an indexed query to the schema of the country and receive all the information. Now we only need to receive information about cities for each province. To do this, while we have access to the information of the provinces, we send an indexed query to receive the provinces again. Because of the concept of outrelation, we are sure that the information of cities is stored within provinces. Therefore, by receiving the provinces again, we will also receive the information of cities. This will have two advantages for us. First, instead of sending a non-index query to the city, we send an index query to the province because we have received the province IDs in the first query.The second advantage is that instead of receiving a large number of cities, we have only received a few provinces. (For example, in SQL, the number of requested documents from the database is equal to 1 + 1 + (35 * 50) + 50. But in the Lesan method, only 1 + 35 documents have been requested.) Now imagine what would happen if more depth and relationships were requested? This is the Achilles' heel of projects written with GraphQL.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Proposed Method","id":"67","title":"Proposed Method"},"68":{"body":"As you noticed in the above example, if we can store all the dependencies of a table inside it, we can significantly reduce the number of requests sent to the database. This number is remarkably large. For example, in one of the best cases, if we have a table with 10 dependencies, each dependency is related to 10 other tables and all relationships are many-to-many. If we want to receive a list of 50 items from that table along with 2 steps of penetration into its relationships with one request, in SQL we should send 50 _ 10 _ 50 _ 10 which is equivalent to 250000 (two hundred and fifty thousand) requests sent to the database. But in Lesan all this data is collected with only 50 _ 10 which is equivalent to 500 requests sent to the database.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » Why duplicate data?","id":"68","title":"Why duplicate data?"},"69":{"body":"Imagine a news database. We need a table for the authors and another table for the news written. Usually, at the end of each news, the name and some information of the author of that news are also included. If we place the information we need for the author of that news inside the news at the time of creation, we will not need to send a separate request to the database to receive the information of the author of that news when reading each news. But the problem arises when the author updates their information. For example, if they change their name from Ali to Ali Akbar. In this case, we have to update all the news written by that author. If this author writes an average of 10 news per day and works on this news website for more than 5 years, at least 18250 documents in the database must be updated. Is this cost-effective? In general, and in most cases, it can be cost-effective because news can be read more than a few thousand times a day and on the other hand, each author only changes their information once a year. Therefore, updating 18250 documents once a year is much less expensive than reading information from two different tables millions of times a day. Moreover, we have created a different solution for updating these repetitions called QQ, which updates them based on the amount of hardware resources used by the server side in different time periods and based on the value of the data. This process will be fully explained below.","breadcrumbs":"Previous methods and the main challenge » Lesan's Solution For How To Communicate Between The Server And The Client » The Ratio Of Creation And Update To Data Retrieval","id":"69","title":"The Ratio Of Creation And Update To Data Retrieval"},"7":{"body":"Every model needs at least one act as an access point to communicate and send or receive data. For adding an act to countries please add the following code before coreApp.runServer: const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", 1), });\n}; const addCountry: ActFn = async (body) => { const { name, population, abb } = body.details.set; return await countries.insertOne({ doc: { name, population, abb, }, projection: body.details.get, });\n}; coreApp.acts.setAct({ schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); We need to import object function ActFn type from lesan","breadcrumbs":"Getting start » Add an access point","id":"7","title":"Add an access point"},"70":{"body":"As you have seen, data duplication reduces the number of multiple requests to the database, which affects both the speed of receiving data and the way SSG content is created. In addition, the number of methods for receiving embedded data in these databases (especially aggregations in Mongodb) makes managing and filtering this data easier.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why noSQL?","id":"70","title":"Why noSQL?"},"71":{"body":"We had two ways to achieve the best performance: We would generally design a database from scratch to achieve at least the following points: give what we receive from the customer on the client side to the database so that we do not have any additional processing for analyzing the request. Embed all relationships at least to one level. In order to receive data from the database with any degree of penetration into the depths of relationships with only one query Among the available databases, let’s go for one of them and bring all our structures in line with it. Implementing a new database, although attractive, is infinitely time-consuming and requires a lot of time and cost to mature and become usable. Among the available databases, Mongodb met all our needs for at least three reasons: Mongodb is a NoSQL database and that’s exactly what we were looking for. The process of selecting recursive fields from this database, namely projection, is a standard object with the field name key and a value of zero or one, and we could ask the same object from the customer on the client side without any processing and send it to the database. And the key point was the creative idea of aggregation, because we could penetrate into the depths of relationships by sending only one request for any amount of data we wanted. It was enough to create helper functions for building request pipelines in this way. Let’s examine how to create a Pipeline for filtering and selecting data in Mongodb aggregations with an example: Consider the schemas we had for the country, province, and city tables, and now we want to receive a list of 25 provinces along with the country and cities of that province with one request. The Pipeline we create will be like this (the Pipeline that needs to be created for Lesan will be slightly different, which we will discuss later): provinces.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 }, }, },\n]); Now if we create the same Pipeline for a project that has been created with Lesan, it will be as follows: states.aggregation([ \"$project\": { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 }, cities: { _id: 1, name: 1, abb: 1 } }\n]); Yes, we send an empty Pipeline because all relationships are embedded in Lesan and we only send the projection to select the requested fields. But what happens if we penetrate one more level deeper into the relationships? For example, let’s request the provinces of countries again from within the countries and request the country of that city again from within the cities (it is true that this example is unrealistically funny, but we implement it only for comparison so that the concept can be easily conveyed). In the usual case, the Pipeline will be like this: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"state\", localField: \"country.states._id\", foreignField: \"_id\", as: \"country.states\", }, }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $lookup: { from: \"country\", localField: \"cities.country._id\", foreignField: \"_id\", as: \"cities.country\", }, }, { $unwind: { path: \"$cities.country\", preserveNullAndEmptyArrays: true } }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); But the project created with Lesan will create a Pipeline as follows: states.aggregation([ { $lookup: { from: \"country\", localField: \"country._id\", foreignField: \"_id\", as: \"country\", }, }, { $unwind: { path: \"$country\", preserveNullAndEmptyArrays: true } }, { $lookup: { from: \"city\", localField: \"cities._id\", foreignField: \"_id\", as: \"cities\", }, }, { $project: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1, states: { _id: 1, name: 1, abb: 1 } }, cities: { _id: 1, name: 1, abb: 1, country: { _id: 1, name: 1, abb: 1 } }, }, },\n]); If you notice, we have no Pipeline to get the provinces inside the country because we know that in Lesan all relationships are stored in an embedded way and if we have the country with its relationships, we have definitely stored the last 50 provinces of each country inside it in an embedded way. So while we store the country as Pure and without relationships in the axis of each province and have it, we receive it again with a Pipeline.Now, instead of 50 _ 50 + 50 documents (if we have requested 50 provinces per country by default), we only receive 50 documents (the country where the provinces are embedded). Now imagine that if, for example, the last registered restaurants in each country were also requested in this query, usually 50 _ 50 + 50 * 50 + 50 documents would have to be requested, but with Lesan, the same document received for each country will also have a list of the last 50 restaurants and we only request those 50 documents instead of 5050 documents. And as each relationship is added, these numbers will get further apart from each other. The same policy applies to cities in relation to the country. The only difference is that here 50 provinces are requested, each province wants the last 50 cities and each city has a relationship with a country that has been requested and we have to receive 50 _ 50 + 2500 documents which with Lesan we have reduced this number to 50 _ 50 documents. Another point to note is that the Pipeline created in the last stage in Lesan is very similar to the Pipeline created in the normal state in the first stage, only the Projection field in these two Pipelines is different.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Why Mongodb?","id":"71","title":"Why Mongodb?"},"72":{"body":"We faced a problem with repeated data updates and said that we have created a process to send data to smaller parts for updates in different time periods. In the same example of the news agency mentioned above, we can divide document updates into several sections based on different criteria. For example, we can update newer news (e.g., the past 2 months) immediately and put older news in a queue for updating. For this purpose, we have created an entity language called Query Queue or QQ, which is an object of all commands that are to be sent to the database for data change. The existence of this object allows us to manage updates. For example, if there are millions of updates to be made, we divide them into smaller parts. Depending on the amount of server hardware resources involved, we send a small part for updating to the database. We check the server hardware resources again and if the server is not involved in heavy processing, we send another part for updating. In this classification, in addition to dividing the number of requests, we can also reduce the number of requests by comparing changes. For example, the author above changed his name from Ali to Ali Akbar once and changed his interests from reading to reading and sports a few hours later. Now we have two commands for data modification that can be sent to the database together. Therefore, we can merge these requests and then send them. If we consider this classification as a compartment for storing data modification commands, we can also use it to verify the consistency of repeated data. And if for any reason any part of the data encounters problems, we can use this compartment to find and correct those problems. We can also use artificial intelligence to manage changes in this queue, which will be explained in the relevant section.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Queuing data changes","id":"72","title":"Queuing data changes"},"73":{"body":"Content on the internet is usually divided into three parts: CSR or Client-Side Rendering, SSR or Server-Side Rendering and SSG or Static Site Generation. CSR content is usually created by JavaScript frameworks on the client side, which is why search engines cannot easily understand them. SSR content is processed on the server side and is easily understandable by search engines. However, to create this content, the server must be involved in processing them each time. The best contents for publishing on the web are SSG contents because they are completely understandable by search engines and the server will not be involved in processing their data. Static contents can be placed on CDNs (Content Delivery Networks) and requests for this content can be returned from the stored location on the network before it reaches the server. To understand the popularity of SSG content, you can refer to popular JavaScript frameworks such as Gastby and NextJS. One of the biggest problems with creating SSG content is the complexity of the data model. As the number of requests for data from the database increases, the amount of content that can be converted to SSG decreases. Because to create SSG content, the number of requests to the database must reach zero in order to produce static content. Lesan’s framework has simplified the conditions for creating SSG content by reducing the number of requests to the database. On the other hand, by dividing the content into two parts, dynamic and static, and creating a database inside RAM that is managed by processes similar to Redux, there will be more concentration on the processes of creating and requesting SSG content. In addition, Lessen only updates SSG content when a data has changed. Unlike the process that is usually used in NextJS or Gastby, which uses time periods to create and update SSG content due to lack of awareness of data changes. In this way, a specific time is determined in advance (for example, one day) to generate SSG content, and when that time ends, they send a request to the server to receive the content again and convert it to SSG and repeat this process. This cycle has two major problems: first, it is possible that the data has not changed and an unnecessary processing task is imposed on the server which can cause problems if the number of these requests on the server increases. And the second problem is that it is possible for the content on the server to change and it may be necessary to quickly update that content everywhere, including places where SSG content is stored. But in current processes, we have to wait until the time we have set in advance ends and send another request to the server to update the SSG content. Returning to the example of a news agency, if this website intends to convert its news to SSG content, it will face both of the above problems. On the one hand, the process of generating SSG content may be performed for many news items that have not changed, which creates an unnecessary processing load for the server. On the other hand, it is possible that a news item has been mistakenly converted to SSG content and the news agency wants to remove it quickly, but we have to wait until the end of the specified time for that content to disappear. Also, someone has to request this news after the end of this time. For these two simple reasons, many websites prefer to process their content in SSR form. But how can we create SSG content only when data changes in the main database? This can be easily done with Lesan.","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » CSR, SSR or SSG content","id":"73","title":"CSR, SSR or SSG content"},"74":{"body":"The next issue is how to penetrate the depths. In GraphQL, you have very complex solutions to manage it , but in Lesan, this issue does not exist by default because in projects written with Lassan, the server-side programmer must determine the depth of the relationships of each accessible point from the program before writing any accessible point. Let’s take a look at implementing a small project with Lesan to clarify the matter. In Lassan, starting a project will be like this: First of all, we create an app with the Lesan framework, for example (this sample is written in TypeScript): const ecommerceApp = lesan(); We write the model we want for the software using the pure - inrelation - outrelation method and add it to our ODM application. Like this (consider the same information we mentioned in the above example for country and cities): const statePureObj = { id: optional(any()), name: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), abb: optional(string()), description: optional(string()),\n}; const stateInRel = { country: { schemaName: \"country\", type: \"one\", optional: false, }, cities: { schemaName: \"city\", type: \"many\", optional: true, },\n}; const stateOutRel = {}; const states = () => ecommerceApp.odm.setModel( \"state\", statePureObj, stateInRel as Record, stateOutRel as Record ); Now we create a function for this model and add it to our application actions (in fact, this action is available to the customer side user to call it) like this: const addStateFn: ActFn = async (body) => { const { set: { name, enName, countryId, geometries }, get, } = body.details; return await states().insertOne({ doc: { name, enName, geometries, }, relation: { country: new ObjectId(countryId) }, get, });\n}; In the Method written for insertOne in Lesan’s ODM, the input get is also received and returned using the aggregation method. The input relation also receives the relationships of the selected model and finds the pure information of all relationships based on the information we have given it before and stores them in an embedded form. Now we write a validator for this function as follows: const addStateValidator = () => { return object({ set: object({ countryId: string(), name: string(), enName: string(), geometries: optional( object({ type: string(), coordinates: array(array(number())), }) ), }), get: selectStruct(\"state\", 2), });\n}; As you can see, the validator function addState has an object with keys set and get. The set key is used for information that we need to add state, and as you saw in addStateFn, this information has been used. But the value of the get key is what we need to penetrate into its depth. This value must be an object of a model that accurately specifies the degree of penetration into each of the relationships of that model (here in addStateFn). Here the get key is generated by a function called selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: { country : { state: 2 }, cities: 1 } As a result, an object will be produced as follows : { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), country: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }, cities: { id: enums([0,1]), name: enums([0,1]), abb: enums([0,1]), description: enums([0,1]), geoLocation: enums([0,1]), }\n} This object is used for validating the data sent from the client to the server. With this method, we have accurately and separately determined the depth of penetration for each function. If you notice, the key “get” is exactly similar to “projection” in MongoDB and after validating this object, we send it to the database without any changes to receive the data. Besides, we can inform the customer side of all the details of the written requests on the server. As a result, even before sending a request on the customer's side, we can understand what information needs to be sent and what information we can receive. Finally, we add this function and validator to our software with the setAct function. ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"state\", fn: addStateFn, actName: \"addState\", validator: addStateValidator(),\n});","breadcrumbs":"Previous methods and the main challenge » Why noSQL? » Penetration Into Depths » Penetration Into Depths","id":"74","title":"Penetration Into Depths"},"75":{"body":"","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice","id":"75","title":"Microservice"},"76":{"body":"There are different processes for implementing microservices around the world. However, in general, each service must have a separate and unique logic and data model with the least amount of dependency on other services. Therefore, the team working on each service can think independently about developing their software. Ultimately all services want to send and/or receive information from other services. If the data models are very different from each other, separate logic must be written for each data to be coordinated. In some microservice development models, it is preferred that the data model designed for services be as consistent as possible because different services can have many common features. Consider an ERP as an example. We have a service for accounting, a service for warehousing, and a service for running a store. All three of these services work with an entity called a product. Changing the product entity in any of these services affects the other services as well. For example, if a product is sold, the warehouse must be notified so that it can replace it in the store in time, and accounting must also have sales information to do its job. Therefore, if the product entity is consistent across all three services, writing server-side logic will be easier. In this type of microservice development, there is usually a senior programmer who knows about all three services and designs their models. This procedure will somewhat reduce the independence of services but ultimately create less trouble for development. Another problem that arises in microservices is the lack of data consistency. Take the same ERP example. If a product is sold but not registered in the accounting service or removed from the warehouse but not registered in the store, it will cause data inconsistency. To reduce these inconsistencies, a tool called a message broker is recommended. With this tool, all messages that are supposed to be exchanged between two services are sent to an independent service and stored there. If a service does not work properly, messages are not lost and as a result, data always remains consistent and coordinated. The next issue in microservices is the distribution of server-side hardware resources. If we have a large number of services, managing the processors of these services will be complicated and we will need many tools to analyze requests so that we can know the amount of hardware resources involved in running each piece of code. In addition, the exchange of messages between services is also an additional processing load that must be performed. Also, the repetitions created from the data require not only additional space for storage but also the need to write parallel logic because each logic processes a separate data. However, the main problem in distribution of processing load arises at the time of horizontal load division. If the data is integrated in one place, managing the distribution of processing load will be simple but when each service has its own database and processing load and at the same time needs other service data, distribution of processing load for it requires considering these dependencies. Given the limitations of vertical load division, removing obstacles to horizontal load division is essential. Lassan offers small solutions for implementation of microservices that can reduce their implementation complexity. It also proposes a new process that has an architecture between microservices and monoliths that will be explained later.","breadcrumbs":"Previous methods and the main challenge » Microservice » Microservice process implementation","id":"76","title":"Microservice process implementation"},"77":{"body":"As mentioned in the above section, Lesan is a collection of models and actions created for those models. But in fact, these models are placed inside another object called contentType. contentType includes two other objects called dynamic and static (which will be explained later). contentType itself is also placed inside another object called main or any other service that is active in this process. All the information available in the main key can be obtained with the getMainActs function. All functions created with the setAct function are stored by default inside the main object. But there is another function called setService. With this function, we can add another service to our project. After adding a new service, we can access it by sending an object from the client side that has a service key. The setService function has two inputs: the first input is the name of the service and the second input can be obtained in two ways: As a string, which is actually the address of access to another service. As another object, which is actually the output of the getMainActs function in another service. If the second input is a string, http or grpc methods are used to communicate with it, and if it is an object, that other service comes up as a plugin on this current service. As a result, we can manage a project both as a monolith and as a microservice at the same time.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Lesan solution","id":"77","title":"Lesan solution"},"78":{"body":"To create a model in Lesan, it can be expanded based on another extensive model so that it has nothing more than that and can only have some of its keys. Therefore, we can create a database for all services along with all models that have all the necessary keys in all services. Then each service defines its own model separately based on the integrated database model and takes some of its required keys from that main model. Given the way models are written in Lesan (model implementation based on a schema validator), we can have a common database and at the same time each service can validate its own data based on the expanded model of the comprehensive and original model. Also, it is possible to move models and actions written in Lesan, and we can easily have each service’s database separately or simultaneously with other services. On the other hand, NoSQL databases are usually schemaless and any shape or form can be given to data in the database. Lesan is currently developed based on MongoDB. If we can put all service models in a comprehensive database, we can prevent data duplication and we no longer need to write parallel logic to manage this duplication. In addition, we do not need any tools for synchronization or writing separate logic to standardize data. Finally, we can also take advantage of the ease of horizontal distribution of NoSQL databases without worrying about data consistency. Consider the following example: Suppose we have several services named core - ecommerce - blog and so on, all of which have a model for users named user. We can create a model of the user that has all the fields of all these services and share it among all services, like this: import { any, array, boolean, date, enums, InRelation, number, object, optional, OutRelation, string,\n} from \"../../../deps.ts\"; export const level = enums([\"Admin\", \"Editor\", \"Author\", \"Ghost\", \"Normal\"]);\nexport const gender = enums([\"Male\", \"Female\"]); export const addressObj = object({ addressId: string(), countryId: string(), stateId: string(), cityId: string(), addressText: string(), location: optional( object({ type: string(), coordinates: array(array(number())), }) ),\n}); export const pureUserObj = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; export const userInRel: Record = {};\n// TODO how c\nexport const userOutRel: Record = { blogPosts: { schemaName: \"blogPosts\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; Now, for example, we create a model of the user for ecommerce as well and write its fields in such a way that it does not have anything more than the shared user model, like this: import { ecommerceApp } from \"../../../../../apps/ecommerce/mod.ts\";\nimport { any, array, boolean, date, InRelation, number, optional, OutRelation, string,\n} from \"../../../deps.ts\"; import { addressObj, gender, level, pureUserObj as sharedPureUserObj, userInRel as sharedUserInRel, userOutRel as sharedUserOutRel,\n} from \"../../shared/mod.ts\"; const userPureObj: Partial = { _id: optional(any()), name: string(), age: number(), lastName: string(), phone: number(), gender: gender, birthDate: optional(date()), postalCode: string(), level: array(level), email: optional(string()), isActive: optional(boolean()), creditCardNumber: optional(number()), address: optional(array(addressObj)),\n}; const userInRel: Partial = {}; const userOutRel: Partial = { // blogPosts: { // schemaName: \"blogPosts\", // number: 50, // sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, // }, orders: { schemaName: \"order\", number: 50, sort: { type: \"objectId\", field: \"_id\", order: \"desc\" }, },\n}; export const users = () => ecommerceApp.odm.setModel( \"user\", userPureObj, userInRel as Record, userOutRel as Record ); Now we can connect them to a common database while several services continue their work independently, provided that the data validation of the schemas works independently for each service and only understands its own data. You can see a complete example of this type of microservice implementation here.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » A suggestion for microservices (an architecture between microservices and monolith)","id":"78","title":"A suggestion for microservices (an architecture between microservices and monolith)"},"79":{"body":"As explained in the section “Why data duplication” above, machine learning will be used in Lesan to manage the repetitions created in the data. In this way, a weight is given to each content according to different criteria, and if a request is made to update that content within QQ, changes are sent to the database according to the weight of the content. These weights can be feedback rate of the content, the amount of sharing it has, its dependencies or dependencies that other contents have on it, the time of content creation, whether it is related to the public or an individual and so on. Also, artificial intelligence and machine learning can be used to integrate and standardize commands within QQ. In this way, if we find several requests to update a schema that have been registered, we can merge them together. Artificial intelligence suggestions can be used to optimize the data model to better manage how dependencies are placed. This will minimize the amount of processing and speed up the receipt of information.","breadcrumbs":"Previous methods and the main challenge » Lesan solution » Artificial intelligence","id":"79","title":"Artificial intelligence"},"8":{"body":"As you can see, to add an act to country, we need to use the setAct function in coreApp.acts. This function receives an object as input that has the following keys: schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. fn is the function we call when a request arrives for it. validator is a superstruct object which is called before calling the act fn and validating the given data. Validator includes set and get objects. An optional key named validationRunType that receives the values of assert and create and determines the type of validator run so that we can create data or change previous data during validation. You can read about it here . There is another optional key called preAct which receives an array of functions. These functions are executed in the order of the array index before the execution of the main endpoint function. With these functions, we can store information in the context and use it in the main function, or not allow the main function to be executed. We mostly use this key for authorization and authentication. You can think of that key as middleware in Express. Like preAct, there is another optional key called preValidation. which, like preAct, receives an array of functions and executes them in order before executing the validation function. There is a context inside Lesan, which is available by contextFns.getContextModel() function. And we can share information between the functions of an Act like preAct, preValidation, validator and fn through this context. By default, the body and header of each request are available in this context. In addition, the fn function receives an input called body, which is the body of the sent request. If we have changed the body in the context. The body entered in fn function will be updated and changed.","breadcrumbs":"Getting start » The setAct function","id":"8","title":"The setAct function"},"80":{"body":"Let's create a simple web server with deno: You can find a complete implementation of this example here . First of all, create a mod.ts file and import the latest version of lesan and assign it to a constant variable called coreApp: import { lesan } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); Please select the final version of Lusan from here and replace xxx with it. Before anything, let's connect a database to our app, so add a new MongoDb instance to your code. First, import MongoClient from lesan: import { lesan, MongoClient } from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and create a database instance via new MongoClient: const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/${your_database_name}\"); const db = client.database(\"core\"); We should set up the ODM with a new database instance: coreApp.odm.setDb(db); As we have said before, to create a model, we need to define its pure fields with the name of pure and the relations of that model in two types of inrelation and outrelation. pure is merely a simple object with key of string and a value similar to SuperStruct structure. inrelation represents an array or a single pure object of another MongoDb collection, we want to embed in the current document. In SQL modeling, for every relation we save the key or id which we call inrelation. As an example, we have a blogPost which has a creator from the user collection and we save the pure model of the user in the blogPost collection. outrelation specifies a relation for a specific collection but it could contain an unbound set of data that could outgrow the 16MB limit size of a document in MongoDB. Thus we do not even save its key or id in SQL modeling. For example, we have a user entity who writes many blog posts and we save for example an array of pure objects of blogPost in order of the date published for the first pagination in the user collection containing the latest 50 blog posts. Now let's get our hands dirty and create the user and country schemas: First import string number optional InRelation and OutRelation from lesan : import { InRelation, lesan, MongoClient, number, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and then create the schema shapes: const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; We should set the schema in coreApp: const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); At this point, we need to have some endpoints to call from an HTTP request, so let's write some endpoints. For creating an endpoint, we need to set the act from coreApp.acts.setAct function which requires type schema actName validator and fn. The type is just an enum of two possible options namely, static and dynamic. schema is the name of the model to which we want to set an action. actName is just a simple string to identify the act. a validator is a superstruct object which is called before the act fn calling and validation the given data. validator includes set and get objects. fn is the function we call when a request for it arrives. The following is an one example of act: Before creating act, import object and ActFn from lesan: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; and the act will be in the following form: const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); The last thing we need is just to run the web server: coreApp.runServer({ port: 8080, typeGeneration: true, playground: false }); When typeGeneration is set to true, it creates a declarations folder with some typescript typings we need in the project. Now run this command in the terminal: deno run -A mod.ts If the web server comes up correctly, you will see the following message: We are all set and now we can send a POST HTTP request to http://localhost:8080/lesan, include the following in JSON format inside the body in order to retrieve the desired data: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"user\", \"act\": \"addUser\" }, \"details\": { \"set\": { \"name\": \"Seyyedeh Sare Hosseini\", \"address\": \"Iran, Hamedan\", \"age\": 5 }, \"get\": { \"age\": 1, \"address\": 1 } }\n} The working of projection for retrieving data is fundamentally based on MongoDb Projection . The coreApp.schemas.selectStruct function can limit the projection based on your schema relationships and prevent an infinite loop in retrieving data. After running the server with typeGeneration set to true, the declarations folder is created and you can import userInp from generated type and make coreApp.schemas.selectStruct(\"user\", { country: 1 }) type safe: import { userInp } from \"./declarations/selectInp.ts\"; const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; The following is the full example of what we have discussed so far: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const coreApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); coreApp.odm.setDb(db); const userPure = { name: string(), address: optional(string()), age: number(),\n}; const countryPure = { name: string(), description: string(),\n}; const userInRel: Record = { country: { schemaName: \"country\", type: \"one\", optional: false, },\n}; const userOutRel = {}; const countryInRel: Record = {}; const countryOutRel: Record = { users: { schemaName: \"user\", number: 50, sort: { field: \"_id\", order: \"desc\", type: \"objectId\" }, },\n}; const users = coreApp.odm.setModel(\"user\", userPure, userInRel, userOutRel);\nconst countries = coreApp.odm.setModel( \"country\", countryPure, countryInRel, countryOutRel\n); const addUserValidator = () => { return object({ set: object(userPure), get: coreApp.schemas.selectStruct(\"user\", { country: 1 }), });\n}; const addUser: ActFn = async (body) => await users.insertOne({ doc: body.details.set, get: body.details.get, }); coreApp.acts.setAct({ type: \"dynamic\", schema: \"user\", actName: \"addUser\", validator: addUserValidator(), fn: addUser,\n}); const addCountryValidator = () => { return object({ set: object(countryPure), get: coreApp.schemas.selectStruct(\"country\", { users: 1 }), });\n}; const addCountry: ActFn = async (body) => { const createdCountry = await countries.insertOne(body.details.set); return await countries.findOne({ _id: createdCountry }, body.details.get);\n}; coreApp.acts.setAct({ type: \"dynamic\", schema: \"country\", actName: \"addCountry\", validator: addCountryValidator(), fn: addCountry,\n}); coreApp.runServer({ port: 8080, typeGeneration: true, playground: false });","breadcrumbs":"Starting work with Lesan » Starting work with Lesan","id":"80","title":"Starting work with Lesan"},"81":{"body":"Lesan provides the capability to create independent services which follow the distributed architecture for your system. Follow the below instructions in order to create a microservice example: Move the mod.ts file to core/mod.ts and create another file in ecommerce/mod.ts and place the following code in it: import { ActFn, InRelation, lesan, MongoClient, number, object, optional, OutRelation, string,\n} from \"https://deno.land/x/lesan@vx.xx/mod.ts\"; const ecommerceApp = lesan(); const client = new MongoClient(); await client.connect(\"mongodb://localhost:27017/arc\");\nconst db = client.database(\"core\"); ecommerceApp.odm.setDb(db); const warePure = { name: string(), brand: optional(string()), price: number(),\n}; const wareTypePure = { name: string(), description: string(),\n}; const wareInRel: Record = { wareType: { schemaName: \"wareType\", type: \"one\", },\n}; const wareOutRel = {}; const wareTypeInRel: Record = {}; const wareTypeOutRel: Record = { wares: { schemaName: \"ware\", number: 50, sort: { field: \"_id\", order: \"desc\" }, },\n}; const wares = ecommerceApp.odm.setModel( \"ware\", warePure, wareInRel, wareOutRel\n);\nconst wareTypes = ecommerceApp.odm.setModel( \"wareType\", wareTypePure, wareTypeInRel, wareTypeOutRel\n); const addWareValidator = () => { return object({ set: object(warePure), get: ecommerceApp.schemas.selectStruct(\"ware\", { country: 1 }), });\n}; const addWare: ActFn = async (body) => await wares.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"ware\", actName: \"addWare\", validator: addWareValidator(), fn: addWare,\n}); const addWareTypeValidator = () => { return object({ set: object(wareTypePure), get: ecommerceApp.schemas.selectStruct(\"wareType\", 2), });\n}; const addWareType: ActFn = async (body) => await wareTypes.insertOne({ doc: body.details.set, get: body.details.get, }); ecommerceApp.acts.setAct({ type: \"dynamic\", schema: \"wareType\", actName: \"addWareType\", validator: addWareTypeValidator(), fn: addWareType,\n}); ecommerceApp.runServer({ port: 8282, typeGeneration: true, playground: false }); Now we have to create servers, one for the core on port: 8080 and another server for ecommerce on port: 8585. Then let's implement ecommerce as a microservice in core. It can be done quite easily by just adding these lines of code before coreApp.runServer(...). coreApp.acts.setService(\"ecommerce\", \"http://localhost:8282/lesan\"); Now execute deno run -A mod.ts in both of core/ and ecommerce/ folders until you could see the following message in your terminal: /on core : HTTP webserver running. Access it at: http://localhost:8080/ and on /ecommerce : HTTP webserver running. Access it at: http://localhost:8282/ You can now send an HTTP POST request for adding wareType which belongs to the ecommerce service on the http://localhost:8585/lesan endpoint with the following JSON in the request body: { \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} And even add wareType by sending an HTTP POST request to http://localhost:8080/lesan which is for core service with this JSON on request body : { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"wareType\", \"act\": \"addWareType\" }, \"details\": { \"set\": { \"name\": \"digital\", \"description\": \"digital products include phone and ...\" }, \"get\": { \"name\": 1 } }\n} and even better you can export all ecommerce actions with just one line of code. Thus, add the below code before ecommerceApp.runServer(...) in ecommerce/mod.ts and comment the runServer line. export const ecommerceActs = ecommerceApp.acts.getMainActs();\n// ecommerceApp.runServer({ port: 8585, typeGeneration: true, playground: false }); Now import ecommerceActs in core/mod.ts: import { ecommerceActs } from \"../ecommerce/mod.ts\"; and change coreApp.acts.setService to : coreApp.acts.setService(\"ecommerce\", ecommerceActs); Now we have all the ecommerce actions, even without running the ecommerce server and sending addWareType request to the core service for creating wareType. If you want to see your actions, simply use this line of code anywhere in your code: const acts = coreApp.acts.getAtcsWithServices(); console.log();\nconsole.info({ acts }, \" ------ \");\nconsole.log();","breadcrumbs":"Starting work with Lesan » Microservice Architecture with Lesan » Microservice Architecture with Lesan:","id":"81","title":"Microservice Architecture with Lesan:"},"82":{"body":"Above, it was said briefly about schemas; In general, each schema includes: pure, inrelation, outrelation, embedded and struct, which is enclosed in two types, dynamic and static, and is included in another object called service. By default, the service object has the main key. And by adding other microservices, other keys will be added to it. We have used the superstruct library to create a pure structure in each schema; As a result, these values can be used for each field: https://docs.superstructjs.org/api-reference/types","breadcrumbs":"Structures » Schemas » Schemas","id":"82","title":"Schemas"},"83":{"body":"As mentioned in the previous section, pure include the pure features of a schema. In fact, the features that are specific to the schema itself, not the relationships it has. For example, the schema of a city has pure features: city ID, city name, its geographical location, and so on. The structure of a pure schema is as follows, which includes a key and its type of feature. export interface PureModel { [key: string]: Struct;\n} for example, the pure features of the city schema are defined as follows: { name: string(), enName: optional(string()), geometries: optional(object({ type: string(), coordinates: array(array(number())), })),\n};","breadcrumbs":"Structures » Pure Structure In Schema » Pure Structure In Schema","id":"83","title":"Pure Structure In Schema"},"84":{"body":"As mentioned in the proposed method section, when schema A has a relationship with schema B, we store the pure values of schema B in the form of embed in schema A. The relationship inrelation is divided into two types of single and multiple. If it is single, inrelation will be an object. If it is multiple, it will be an array of objects. The important issue is how many pure objects we can store in relation as embed? We have no limitation for this issue in Lesan but MongoDB database has a limitation of 16 megabytes for each BSON document. Since the number of our relations may not end up with one relation, it is better to consider a limitation ourselves. For example, if the total number of documents we want to embed is less than 100, we consider this relationship as inrelation. If the number is more than 100, we define this relationship as outrelation. The outrelation will be explained later. The structure of the inrelation relationship is as follows: export interface InRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * type of relation if equal to one: this schema record one object from other schema else * this schema record array of object from other schema */ type: \"one\" | \"many\";\n} In this structure, SchemaName is the name of the schema that schema ‘A’ is associated with. Type can also have the values one or many. If the relationship is single, type takes the value of one and if it is more, it receives the value of many. For example; As you can see below, the province schema has an inrelation relationship with the country schema, and since each province has only one country, the type of this relationship is single, so type = “one”. And since the number of cities in a province is also very limited. The province schema also has an inRelation relationship with the city, and since its number is more than one, its type becomes many. stateInrelations = { cities: { schemaName: \"city\", type: \"many\" }, country: { schemaName: \"country\", type: \"one\" },\n};","breadcrumbs":"Structures » The InRelation Structure In Schema » The InRelation Structure In Schema","id":"84","title":"The InRelation Structure In Schema"},"85":{"body":"The outerRelation structure is a relationship that has more than the limitation that we have considered by default for the inrelation relationship. In this type of relationship, we try to store a limited number that may be requested in the first request in an embedded way with a special algorithm. The important point is that for the next user request, they can easily send their request to the main schema and receive the rest of the list from there. Ultimately, this will significantly reduce the number of requests sent to the server. For example, the number of cities in a country is usually more than a few hundred cities. Our limitation for the inrelation relationship was one hundred, so we store a limited number of cities within the country as an embedded outrelation relationship. By default, we have considered this limited number to be fifty and have sorted these fifty cities by their creation date and in DESC order. Or in another example, if we consider the user schema and the order schema in a shopping program, each order has a customer who is of the user schema type. Therefore, the user is stored in the order schema as an inrelation relationship of type one and embedded. On the other hand, the user schema is also related to the order schema. The user’s orders may be very large, so we store a limited number of each user’s orders as an outRelation relationship embedded in the user schema. We can even store orders multiple times as an outrelation relationship in the user schema. Once sorted by order registration date and once sorted by order price and … The structure of the outrelation relationship is as follows: export interface OutRelation { /** * name of schema that this schema has relation with */ schemaName: string; /** * number of value that we want to keep */ number: number; /** * sort : {field , order} - field of sort , and order of sort */ sort: { field: string; order: \"asc\" | \"desc\"; type: \"number\" | \"date\" | \"objectId\"; };\n} In this structure, schemaName is the name of the schema that schema A is related to. Number is the number of fields we want to keep in this schema, and an object called sort that includes three values: 1- field that we want to sort by. 2- Order type of ascending or descending. 3- Type the type of field we want to sort by.","breadcrumbs":"Structures » The structure of OutRelation in the schema » The structure of OutRelation in the schema","id":"85","title":"The structure of OutRelation in the schema"},"86":{"body":"The embed structure is created at runtime and when the createEmbeded function is executed, it finds all the inrelation and outrelation relationships of all schemas from other schemas and replaces the pure relationship values. If we consider the relationships of a schema as follows: inrelation: {\n\"country\": { schemaName: \"country\", type: \"many\" }, },\noutrelation: { \"orders\": { schemaName: \"order\", number: 50, sort: { filed: \"id\", order: \"desc\" }, },\n}, The structure of the embedded will be as follows: embedded: { \"country\": object({ \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), },","breadcrumbs":"Structures » The structure of embed in the schema » The structure of embed in the schema","id":"86","title":"The structure of embed in the schema"},"87":{"body":"The Struct is also created at runtime and when the createStruct function is executed, it is used to fully validate that schema. The Struct contains the pure properties of a schema and the embedded properties extracted above. For example, the struct for the user schema that has a relationship with country and order is as follows: struct: { name:string(), lastName:string(), \"country\": { \"id\": string(), \"name\": string(), }), \"orders\": array({ \"id\": string(), \"price\": number(), }), }, You can read all the features of the superstruct library here .","breadcrumbs":"Structures » The structure of Struct in the schema » The structure of Struct in the schema","id":"87","title":"The structure of Struct in the schema"},"88":{"body":"Inside the lesan, there is a web server without any dependencies that receives requests and responds appropriately. The structure of this web server is included in a try-catch, so the rest of the written code does not need to be covered with try-catch and it is only necessary to return an appropriate error for each function so that the same error can be sent to the customer side without any unexpected crashes. The structure of the requests that should be sent to the server is a JSON as follows: { \"service\": \"ecommerce\", \"contents\": \"dynamic\", \"wants\": { \"model\": \"state\", \"act\": \"getState\" }, \"details\": { \"set\": { \"_id\": \"626fbe6e4b628d43f7e92ae9\" }, \"get\": { \"name\": 1, \"country\": { \"_id\": 1, \"name\": 1, \"states\": { \"_id\": 1, \"name\": 1, \"country\": { \"name\": 1 } } } } }\n} With the service key, we can choose which microservice is going to respond to the request. By default, the value of this field is main. Sending this key is not mandatory. The contents key receives the values dynamic and static. The “wants” key is an object with two keys: model and act. In the model key, the models that exist in the static and dynamic values are selectable and in the act key, the actions that exist in the selected model are selectable. In the details key, there is also an object with two keys set and get. The set key includes all the information that the selected action in the act key needs and the get key includes information that this action is supposed to return to us and we can choose whether to return details with values of zero or one.","breadcrumbs":"Structures » runServer (web server structure) » runServer (web server structure)","id":"88","title":"runServer (web server structure)"},"89":{"body":"In addition to processing the sending structure explained above and delivering the correct information with the correct facilities to the final function, this web server can also process requests that are for downloading or uploading files and ultimately has a context within itself that can be shared between validators and action functions.","breadcrumbs":"Structures » Request processing » Request processing","id":"89","title":"Request processing"},"9":{"body":"In the addCountryValidator function that we wrote for the validator key, we have returned the object function from the Superstruct struct. This object contains two key: set: It is an object in which we define the required input information for each function available on the client side. In the desired function, we can get the set object information from this address. body.details.set. Note that this object must be of Superstruct object function type. get: This key is also a Superstruct object, where we specify what data can be sent to the client. This object is used in such a way that the client can specify what data he needs with values of 0 or 1 for each key. Actually, this object can be like this: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) But as you can see, we have used selectStruct function of coreApp.schemas.selectStruct. This function has two inputs. The first input is the name of the model for which we want to generate this object, and the second input specifies the degree of penetration into each relationship. The second input of the selectStruct function can be entered as a number or an object. If entered as an object, the keys of this object must be the names of the selected model relationships, and its value can again be a number or an object of its key relationships. Such as: get: coreApp.schemas.selectStruct(\"country\", { provinces: { cities: 1 }, createdBy: 2, users:{ posts: 1 } }), As a result, an object will be produced as follows: get: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), provinces: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), cities: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }) }), createdBy: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), livedCity: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), province: object({ name: enums([0, 1]), population: enums([0, 1]), abb: enums([0, 1]), }), }), posts: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), auther: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), }) }) }), users: object({ name: enums([0, 1]), family: enums([0, 1]), email: enums([0, 1]), post: object({ title: enums([0, 1]), description: enums([0, 1]), photo: enums([0, 1]), }) }) }) We directly send the data received from the get key as a projection to MongoDB.","breadcrumbs":"Getting start » The Validator function","id":"9","title":"The Validator function"},"90":{"body":"In fact, every model we create in the database will be one of the dynamic object keys inside the schemas object. Inside this key, for each of the actions written on that model, we create a key and this key also has two other keys. The validator key is executed before the action function and validates the data required by the action before executing its function. The act key is actually the main action function and at runtime will apply the requested changes to the model. The structure of dynamic is as follows: dynamic: { user: { create: { validator: () => { return true; }, fn: (body) => { return result; }, }, update: { validator: (input: any) => { return true; }, fn: (input: any) => { return input; }, }, }, },","breadcrumbs":"Structures » Dynamic structure » Dynamic structure","id":"90","title":"Dynamic structure"},"91":{"body":"The structure of static is exactly the same as the structure of dynamic, except that it stores information in RAM and is usually used to store a parsed page of client-side apps. This has two advantages: first, if a page was supposed to send multiple requests to the dynamic structure, by storing its information in the static structure, we can receive this information by sending only one request to one of the keys set on the static structure models. Second, the stored information inside the static structure is stored in RAM so that it can be created, updated, deleted and retrieved more quickly. The stored information inside the static structure is managed with an immutable state management. Finally, the static structure acts as a cache layer, a layer whose information has an appropriate interaction with the actual data inside the database and can be easily updated and managed. The structure of static is as follows: static: { \"blogFirstPage\": { \"get\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, }, \"set\": { \"validator\": (input: any) => { return true; }, \"fn\": (input: any) => { return input; }, },\n},","breadcrumbs":"Structures » Static structure » Static structure","id":"91","title":"Static structure"},"92":{"body":"","breadcrumbs":"lesan » lesan functions","id":"92","title":"lesan functions"},"93":{"body":"this function is create for define all things in local scope and also all functions of relationFns define in this function @param {@link ISchema} schemasObjs - input is all record of schemas @returns - return objects of all functions that define in this function getSchemas getPureOfMainRelations getSchema getPureSchema getPureFromMainRelations getPureFromRelatedRelations createEmbedded createStruct getSchemasKeys","breadcrumbs":"lesan » schemas » schemaFns » schemaFns functions","id":"93","title":"schemaFns functions"},"94":{"body":"get object of schema @returns all schemas","breadcrumbs":"lesan » schemas » schemaFns » getSchemas » getSchemas functions","id":"94","title":"getSchemas functions"},"95":{"body":"extract pure feature of inrelations schema @param schemaName - name of schema @returns return pure fetaures of schema that we have inrelation with it for example if: inerRelation of schema is equal to \"posts\": { schemaName: \"post\", type: \"many\" },\n}' output of this function is equal to : \"posts\": array({\n\"id\": string(),\n\"title\": string(),\n\"content\": string(),\n}),}","breadcrumbs":"lesan » schemas » schemaFns » getPureOfMainRelations » getPureOfMainRelations","id":"95","title":"getPureOfMainRelations"},"96":{"body":"get one feature of schema by schemaName @param schemaName - name of schema that we want feature @returns return one schema feature for example:","breadcrumbs":"lesan » schemas » schemaFns » getSchema » getSchema","id":"96","title":"getSchema"},"97":{"body":"const coreApp = lesan(); const locationPure = { name: string(), population: number(), abb: string(),\n}; const cities = coreApp.odm.newModel( \"city\", locationPure, { country: { schemaName: \"country\", type: \"single\", optional: false, relatedRelations: { cities: { type: \"multiple\", limit: 5, sort: { field: \"_id\", order: \"asc\", }, }, }, }, },\n); const getCitySchema = coreApp.schemas.getSchema(\"city\"); getCitySchema is where getSchema is used this function return: * pure: { * \"_id\": string(), * \"name\": string(), * \"location\": array(number(), number()), * }, * \"relations\": { \"country\": { \"schemaName\": \"country\", \"type\": \"single\", \"optional\": false, \"relatedRelations\": { \"cities\": { \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"asc\" } }\n}\n}\n} mainRelations: { \"country\": { schemaName: \"country\", \"type\": \"single\", \"optional\": false } }, \"relatedRelations\": { \"users\": { \"mainRelationName\": \"livedCities\", \"mainRelationType\": \"multiple\", \"schemaName\": \"user\", \"type\": \"multiple\", \"limit\": 5, \"sort\": { \"field\": \"_id\", \"order\": \"desc\" } }\n}","breadcrumbs":"lesan » schemas » schemaFns » getSchema » example","id":"97","title":"example"},"98":{"body":"get pure feature of one schema @param schemaName - name of schema that we want pure feature @returns return pure feature of schema for example: { \"id\": string(), \"name\": string(), \"age\": number(), },","breadcrumbs":"lesan » schemas » schemaFns » getPureSchema » getPureSchema","id":"98","title":"getPureSchema"},"99":{"body":"","breadcrumbs":"lesan » schemas » schemaFns » getPureFromMainRelations » 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\ No newline at end of file diff --git a/docs/what_is_the_relationship.html b/docs/what_is_the_relationship.html index 13056440..9d0cf82d 100644 --- a/docs/what_is_the_relationship.html +++ b/docs/what_is_the_relationship.html @@ -685,8 +685,30 @@

      Confi Screenshot 2024-01-04 at 20-27-19 Lesan Playground

      +

      After clicking the run E2E test button, you will go to the test results page. +Screenshot 2024-01-06 at 13-34-30 Lesan Playground

      +

      If you scroll down a little, you can see the results of each sequence separately: +Screenshot 2024-01-06 at 14-13-04 Lesan Playground +Screenshot 2024-01-06 at 14-20-03 Lesan Playground

      +
        +
      1. with this button you can change view of panel from body-header & Description to REQUEST & RESULT
        2. +
      2. show some description about sequence including request number & timing, captured value and so on.
        3. +
      3. show unparsed header and body you send to the backend.
        4. +
      4. show the index of each sequence.
        5. +
      5. show response get back from server.
        6. +
      6. show parsed request you send to server, including parsed header and body.
        7. +
      7. pagination for sequence with more than 1 request.
        8. +
      +

      After finished executing all test in configdata.json you have a nice data inserted to sample collection in mongodb. +Screenshot from 2024-01-06 15-10-49

      +

      You can play with this data in playground and change everything you want. +Screenshot 2024-01-06 at 15-08-36 Lesan Playground

      All relationship sweets in Lesan

      +

      shoma tanha ba fieldhaye pure yek schema sar o kar darid va modiriat rabeteha tamaman be sorat khodkar tavasot lesan anjam mishavad. +shoma mitavanid bar asas rabeteye yek schema an ra sort ya filter konid +shoma baraye daryaft dadaha ba queryhaye pichide asnad besiyar kamtari ra az database jamavari mikonid. (link bedam be tozihat kamel)

      All relationship bitterness in Lesan

      +

      barkhi az rabeteha baes eijad updatehaye besiyar bozorg mishavand. rah hal: 1-eijad rabeteye jadid 2-qq 3-in-memory db

      اول راجع به ایمکه رابطه چی هست حرف می‌زنم، بعد می‌گم اس‌کیوال فقط کانکشن برقرار می‌کنه، بعد می‌گم نواس‌کیوال هم فقط امبد می‌کنه و مدیریت درست نداره.

      بعد میام راجع به اینکه هر فیلد پر تغییری می‌تونه به رابطه تبدیل بشه حرف می‌زنم، مثال بانک و ثبت احوال کشورها رو می‌گم.

      بعد میام راجع به اینکه رابطه‌های دو سر چندتایی نمی‌تونه دو سر بی انتها داشته باشه حرف می‌زنم و چندتا مثال می‌زنم.