diff --git a/api/model.yaml b/api/model.yaml index b701df4..a025ac9 100644 --- a/api/model.yaml +++ b/api/model.yaml @@ -1,4 +1,79 @@ -/model/{name}: +/model/groups: + get: + summary: list all available groups + description: 'Auth: basic, levels: read, write, dev, admin' + tags: + - /model + responses: + 200: + description: all groups + content: + application/json: + schema: + type: array + items: + properties: + group: + type: string + example: VN + models: + type: array + items: + $ref: 'api.yaml#/components/schemas/ModelItem' + 401: + $ref: 'api.yaml#/components/responses/401' + 500: + $ref: 'api.yaml#/components/responses/500' + +/model/{group}: + parameters: + - $ref: 'api.yaml#/components/parameters/Group' + post: + summary: add/replace model group item + description: 'Auth: basic, levels: dev, admin
If the given name exists, the item is replaced, + otherwise it is newly created' + tags: + - /model + requestBody: + required: true + content: + application/json: + schema: + $ref: 'api.yaml#/components/schemas/ModelItem' + responses: + 200: + $ref: 'api.yaml#/components/responses/Ok' + 400: + $ref: 'api.yaml#/components/responses/400' + 401: + $ref: 'api.yaml#/components/responses/401' + 403: + $ref: 'api.yaml#/components/responses/403' + 500: + $ref: 'api.yaml#/components/responses/500' + +/model/{group}/{name}: + parameters: + - $ref: 'api.yaml#/components/parameters/Group' + - $ref: 'api.yaml#/components/parameters/Name' + delete: + summary: remove model group item + description: 'Auth: basic, levels: dev, admin' + tags: + - /model + responses: + 200: + $ref: 'api.yaml#/components/responses/Ok' + 401: + $ref: 'api.yaml#/components/responses/401' + 403: + $ref: 'api.yaml#/components/responses/403' + 404: + $ref: 'api.yaml#/components/responses/404' + 500: + $ref: 'api.yaml#/components/responses/500' + +/model/file/{name}: parameters: - $ref: 'api.yaml#/components/parameters/Name' get: diff --git a/api/parameters.yaml b/api/parameters.yaml index 67ac778..192b15a 100644 --- a/api/parameters.yaml +++ b/api/parameters.yaml @@ -38,4 +38,12 @@ Collection: required: true schema: type: string - example: condition \ No newline at end of file + example: condition + +Group: + name: group + in: path + required: true + schema: + type: string + example: vn \ No newline at end of file diff --git a/api/schemas.yaml b/api/schemas.yaml index b574b8b..6cb8dee 100644 --- a/api/schemas.yaml +++ b/api/schemas.yaml @@ -211,3 +211,15 @@ User: items: type: string example: Alpha II + +ModelItem: + properties: + name: + type: string + example: Model 1.1 + url: + type: string + example: https://definma-model-test.apps.de1.bosch-iot-cloud.com/predict/model1-1 + label: + type: string + example: 'ml/g' \ No newline at end of file diff --git a/src/models/model.ts b/src/models/model.ts index 925601f..4f2eed9 100644 --- a/src/models/model.ts +++ b/src/models/model.ts @@ -1,8 +1,20 @@ import mongoose from 'mongoose'; +import db from '../db'; const ModelSchema = new mongoose.Schema({ - name: {type: String, index: {unique: true}}, - data: Buffer + group: {type: String, index: {unique: true}}, + models: [new mongoose.Schema({ + name: {type: String, index: {unique: true}}, + url: String, + label: String + } ,{ _id : false })] }); +// changelog query helper +ModelSchema.query.log = function > (req) { + db.log(req, this); + return this; +} +ModelSchema.index({group: 1}); + export default mongoose.model>('model', ModelSchema); \ No newline at end of file diff --git a/src/models/model_file.ts b/src/models/model_file.ts new file mode 100644 index 0000000..891353a --- /dev/null +++ b/src/models/model_file.ts @@ -0,0 +1,8 @@ +import mongoose from 'mongoose'; + +const ModelFileSchema = new mongoose.Schema({ + name: {type: String, index: {unique: true}}, + data: Buffer +}); + +export default mongoose.model>('model_file', ModelFileSchema); \ No newline at end of file diff --git a/src/routes/model.spec.ts b/src/routes/model.spec.ts index 382efd4..aefe226 100644 --- a/src/routes/model.spec.ts +++ b/src/routes/model.spec.ts @@ -1,6 +1,8 @@ import should from 'should/as-function'; -import ModelModel from '../models/model'; +import ModelFileModel from '../models/model_file'; import TestHelper from "../test/helper"; +import ModelModel from '../models/model'; +import _ from 'lodash'; describe('/model', () => { @@ -10,11 +12,269 @@ describe('/model', () => { afterEach(done => TestHelper.afterEach(server, done)); after(done => TestHelper.after(done)); - describe('GET /model/{name}', (() => { + describe('GET /model/groups', () => { + it('returns all groups', done => { + TestHelper.request(server, done, { + method: 'get', + url: '/model/groups', + auth: {basic: 'janedoe'}, + httpStatus: 200, + }).end((err, res) => { + if (err) return done (err); + const json = require('../test/db.json'); + should(res.body).have.lengthOf(json.collections.models.length); + should(res.body).matchEach(group => { + should(group).have.only.keys('group', 'models'); + should(group).have.property('group').be.type('string'); + should(group.models).matchEach(model => { + should(model).have.only.keys('name', 'url', 'label'); + should(model).have.property('name').be.type('string'); + should(model).have.property('url').be.type('string'); + should(model).have.property('label').be.type('string'); + }); + }); + done(); + }); + }); + it('rejects an API key', done => { + TestHelper.request(server, done, { + method: 'get', + url: '/model/groups', + auth: {key: 'janedoe'}, + httpStatus: 401, + }); + }); + it('rejects an unauthorized request', done => { + TestHelper.request(server, done, { + method: 'get', + url: '/model/groups', + httpStatus: 401, + }); + }); + }); + + describe('POST /model/{group}', () => { + it('adds a new model', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 200, + req: {name: 'Model C', url: 'http://model-c.com', label: 'ml/g'} + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.findOne({group: 'VN'}).lean().exec((err, res) => { + if (err) return done(err); + const model = res.models.find(e => e.name === 'Model C'); + should(model).have.property('url', 'http://model-c.com'); + should(model).have.property('label', 'ml/g'); + done(); + }); + }); + }); + it('adds a new group', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/classification', + auth: {basic: 'admin'}, + httpStatus: 200, + req: {name: 'Model 0.1', url: 'http://model-0-1.com', label: 'group'} + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.findOne({group: 'classification'}).lean().exec((err, res) => { + if (err) return done(err); + should(_.omit(res, ['_id', '__v'])).be.eql({group: 'classification', models: [{name: 'Model 0.1', url: 'http://model-0-1.com', label: 'group'}]}); + done(); + }); + }); + }); + it('replaces a model', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 200, + req: {name: 'Model A', url: 'http://model-a-new.com', label: 'ml/cm3'} + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.findOne({group: 'VN'}).lean().exec((err, res) => { + if (err) return done(err); + const model = res.models.find(e => e.name === 'Model A'); + should(model).have.property('url', 'http://model-a-new.com'); + should(model).have.property('label', 'ml/cm3'); + done(); + }); + }); + }); + it('accepts an empty label', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 200, + req: {name: 'Model C', url: 'http://model-c.com', label: ''} + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.findOne({group: 'VN'}).lean().exec((err, res) => { + if (err) return done(err); + const model = res.models.find(e => e.name === 'Model C'); + should(model).have.property('url', 'http://model-c.com'); + should(model).have.property('label', ''); + done(); + }); + }); + }); + it('rejects an empty name', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 400, + req: {name: '', url: 'http://model-c.com', label: 'ml/g'}, + res:{status: 'Invalid body format', details: '"name" is not allowed to be empty'} + }); + }); + it('rejects a missing name', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 400, + req: {url: 'http://model-c.com', label: 'ml/g'}, + res:{status: 'Invalid body format', details: '"name" is required'} + }); + }); + it('rejects an invalid URL', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 400, + req: {name: 'Model C', url: 'model-c', label: 'ml/g'}, + res:{status: 'Invalid body format', details: '"url" must be a valid uri'} + }); + }); + it('rejects a missing URL', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'admin'}, + httpStatus: 400, + req: {name: 'Model C', label: 'ml/g'}, + res:{status: 'Invalid body format', details: '"url" is required'} + }); + }); + it('rejects a write user', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {basic: 'janedoe'}, + httpStatus: 403, + req: {name: 'Model C', url: 'http://model-c.com', label: 'ml/g'} + }); + }); + it('rejects an API key', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + auth: {key: 'admin'}, + httpStatus: 401, + req: {name: 'Model C', url: 'http://model-c.com', label: 'ml/g'} + }); + }); + it('rejects an unauthorized request', done => { + TestHelper.request(server, done, { + method: 'post', + url: '/model/VN', + httpStatus: 401, + req: {name: 'Model C', url: 'http://model-c.com', label: 'ml/g'} + }); + }); + }); + + describe('DELETE /model/{group}/{name}', () => { + it('deletes the model', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/VN/Model%20A', + auth: {basic: 'admin'}, + httpStatus: 200 + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.findOne({group: 'VN'}).lean().exec((err, res) => { + if (err) return done(err); + should(_.omit(res, ['_id'])).be.eql({group: 'VN', models: [{name: 'Model B', url: 'http://model-b.com', label: 'ml/g'}]}); + done(); + }); + }); + }); + it('deletes the group, if empty afterwards', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/Moisture/Model%201', + auth: {basic: 'admin'}, + httpStatus: 200 + }).end((err, res) => { + if (err) return done(err); + should(res.body).be.eql({status: 'OK'}); + ModelModel.find({group: 'Moisture'}).lean().exec((err, res) => { + if (err) return done(err); + should(res).have.lengthOf(0); + done(); + }); + }); + }); + it('returns 404 for an unknown group', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/xxx/Model%201', + auth: {basic: 'admin'}, + httpStatus: 404 + }); + }); + it('returns 404 for an unknown model', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/VN/xxx', + auth: {basic: 'admin'}, + httpStatus: 404 + }); + }); + it('rejects an API key', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/VN/Model%20A', + auth: {key: 'admin'}, + httpStatus: 401 + }); + }); + it('rejects a write user', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/VN/Model%20A', + auth: {basic: 'janedoe'}, + httpStatus: 403 + }); + }); + it('rejects an unauthorized request', done => { + TestHelper.request(server, done, { + method: 'delete', + url: '/model/VN/Model%20A', + httpStatus: 401 + }); + }); + }); + + describe('GET /model/file/{name}', (() => { it('returns the binary data', done => { TestHelper.request(server, done, { method: 'get', - url: '/model/modela', + url: '/model/file/modela', auth: {basic: 'admin'}, httpStatus: 200, contentType: 'application/octet-stream; charset=utf-8', @@ -27,7 +287,7 @@ describe('/model', () => { it('returns the binary data for an API key', done => { TestHelper.request(server, done, { method: 'get', - url: '/model/modela', + url: '/model/file/modela', auth: {key: 'admin'}, httpStatus: 200, contentType: 'application/octet-stream; charset=utf-8', @@ -40,7 +300,7 @@ describe('/model', () => { it('returns 404 for an unknown name', done => { TestHelper.request(server, done, { method: 'get', - url: '/model/modelx', + url: '/model/file/modelx', auth: {basic: 'admin'}, httpStatus: 404 }) @@ -48,7 +308,7 @@ describe('/model', () => { it('rejects requests from a write user', done => { TestHelper.request(server, done, { method: 'get', - url: '/model/modela', + url: '/model/file/modela', auth: {basic: 'janedoe'}, httpStatus: 403 }) @@ -56,17 +316,17 @@ describe('/model', () => { it('rejects unauthorized requests', done => { TestHelper.request(server, done, { method: 'get', - url: '/model/modela', + url: '/model/file/modela', httpStatus: 401 }) }); })); - describe('POST /model/{name}', () => { + describe('POST /model/file/{name}', () => { it('stores the data', done => { TestHelper.request(server, done, { method: 'post', - url: '/model/modelb', + url: '/model/file/modelb', auth: {basic: 'admin'}, httpStatus: 200, reqContentType: 'application/octet-stream', @@ -74,7 +334,7 @@ describe('/model', () => { }).end((err, res) => { if (err) return done (err); should(res.body).be.eql({status: 'OK'}); - ModelModel.find({name: 'modelb'}).lean().exec((err, data) => { + ModelFileModel.find({name: 'modelb'}).lean().exec((err, data) => { if (err) return done (err); should(data).have.lengthOf(1); should(data[0]).have.only.keys('_id', 'name', 'data', '__v'); @@ -87,7 +347,7 @@ describe('/model', () => { it('stores the data with an API key', done => { TestHelper.request(server, done, { method: 'post', - url: '/model/modelb', + url: '/model/file/modelb', auth: {key: 'admin'}, httpStatus: 200, reqContentType: 'application/octet-stream', @@ -95,7 +355,7 @@ describe('/model', () => { }).end((err, res) => { if (err) return done (err); should(res.body).be.eql({status: 'OK'}); - ModelModel.find({name: 'modelb'}).lean().exec((err, data) => { + ModelFileModel.find({name: 'modelb'}).lean().exec((err, data) => { if (err) return done (err); should(data).have.lengthOf(1); should(data[0]).have.only.keys('_id', 'name', 'data', '__v'); @@ -108,7 +368,7 @@ describe('/model', () => { it('overwrites existing data', done => { TestHelper.request(server, done, { method: 'post', - url: '/model/modela', + url: '/model/file/modela', auth: {basic: 'admin'}, httpStatus: 200, reqContentType: 'application/octet-stream', @@ -116,7 +376,7 @@ describe('/model', () => { }).end((err, res) => { if (err) return done (err); should(res.body).be.eql({status: 'OK'}); - ModelModel.find({name: 'modela'}).lean().exec((err, data) => { + ModelFileModel.find({name: 'modela'}).lean().exec((err, data) => { if (err) return done (err); should(data).have.lengthOf(1); should(data[0]).have.only.keys('_id', 'name', 'data', '__v'); @@ -129,7 +389,7 @@ describe('/model', () => { it('rejects requests from a write user', done => { TestHelper.request(server, done, { method: 'post', - url: '/model/modelb', + url: '/model/file/modelb', auth: {basic: 'janedoe'}, httpStatus: 403, req: 'another binary data' @@ -138,24 +398,24 @@ describe('/model', () => { it('rejects unauthorized requests', done => { TestHelper.request(server, done, { method: 'post', - url: '/model/modelb', + url: '/model/file/modelb', httpStatus: 401, req: 'another binary data' }); }); }); - describe('DELETE /model/{name}', () => { + describe('DELETE /model/file/{name}', () => { it('deletes the data', done => { TestHelper.request(server, done, { method: 'delete', - url: '/model/modela', + url: '/model/file/modela', auth: {basic: 'admin'}, httpStatus: 200 }).end((err, res) => { if (err) return done(err); should(res.body).be.eql({status: 'OK'}); - ModelModel.find({name: 'modela'}).lean().exec((err, data) => { + ModelFileModel.find({name: 'modela'}).lean().exec((err, data) => { if (err) return done(err); should(data).have.lengthOf(0); done(); @@ -165,7 +425,7 @@ describe('/model', () => { it('returns 404 for an unknown name', done => { TestHelper.request(server, done, { method: 'delete', - url: '/model/modelx', + url: '/model/file/modelx', auth: {basic: 'admin'}, httpStatus: 404 }); @@ -173,7 +433,7 @@ describe('/model', () => { it('rejects an API key', done => { TestHelper.request(server, done, { method: 'delete', - url: '/model/modela', + url: '/model/file/modela', auth: {key: 'admin'}, httpStatus: 401 }); @@ -181,7 +441,7 @@ describe('/model', () => { it('rejects a write user', done => { TestHelper.request(server, done, { method: 'delete', - url: '/model/modela', + url: '/model/file/modela', auth: {basic: 'janedoe'}, httpStatus: 403 }); @@ -189,7 +449,7 @@ describe('/model', () => { it('rejects an unauthorized request', done => { TestHelper.request(server, done, { method: 'delete', - url: '/model/modela', + url: '/model/file/modela', httpStatus: 401 }); }); diff --git a/src/routes/model.ts b/src/routes/model.ts index 882de58..634f637 100644 --- a/src/routes/model.ts +++ b/src/routes/model.ts @@ -1,14 +1,97 @@ import express from 'express'; import bodyParser from 'body-parser'; +import ModelFileModel from '../models/model_file'; import ModelModel from '../models/model'; +import _ from 'lodash'; +import ModelValidate from './validate/model'; +import res400 from './validate/res400'; +import db from '../db'; const router = express.Router(); -router.get('/model/:name', (req, res, next) => { +router.get('/model/groups', (req, res, next) => { + if (!req.auth(res, ['read', 'write', 'dev', 'admin'], 'basic')) return; + + ModelModel.find().lean().exec((err, data) => { + if (err) return next(err); + + // validate all and filter null values from validation errors + res.json(_.compact(data.map(e => ModelValidate.output(e)))); + }); +}); + +router.post('/model/:group', (req, res, next) => { + if (!req.auth(res, ['dev', 'admin'], 'basic')) return; + + const {error, value: model} = ModelValidate.input(req.body); + console.log(error); + if (error) return res400(error, res); + + ModelModel.findOne({group: req.params.group}).lean().exec((err, data) => { + if (err) return next(err); + + if (data) { // group exists + if (data.models.find(e => e.name === model.name)) { // name exists, overwrite + ModelModel.findOneAndUpdate( + {$and: [{group: req.params.group}, {'models.name': model.name}]}, + {'models.$': model}, + {upsert: true}).log(req).lean().exec(err => { + if (err) return next(err); + res.json({status: 'OK'}) + }); + } + else { // create new + ModelModel.findOneAndUpdate( + {group: req.params.group}, + {$push: {models: model as never}} + ).log(req).lean().exec(err => { + if (err) return next(err); + res.json({status: 'OK'}) + }); + } + } + else { // create new group + new ModelModel({group: req.params.group, models: [model]}).save((err, data) => { + if (err) return next(err); + db.log(req, 'models', {_id: data._id}, data.toObject()); + res.json({status: 'OK'}) + }); + } + }); +}); + +router.delete('/model/:group(((?!file)[^\\/]+?))/:name', (req, res, next) => { + if (!req.auth(res, ['dev', 'admin'], 'basic')) return; + + ModelModel.findOne({group: req.params.group}).lean().exec((err, data) => { + if (err) return next(err); + + if (!data || !data.models.find(e => e.name === req.params.name)) { + return res.status(404).json({status: 'Not found'}); + } + if (data.models.length > 1) { // only remove model + ModelModel.findOneAndUpdate( + {group: req.params.group}, + {$pull: {models: data.models.find(e => e.name === req.params.name) as never}} + ).log(req).lean().exec(err => { + if (err) return next(err); + res.json({status: 'OK'}) + }); + } + else { // remove document + ModelModel.findOneAndDelete({group: req.params.group}).log(req).lean().exec(err => { + if (err) return next(err); + res.json({status: 'OK'}) + }); + } + }); +}); + +router.get('/model/file/:name', (req, res, next) => { if (!req.auth(res, ['dev', 'admin'], 'all')) return; - ModelModel.findOne({name: req.params.name}).lean().exec((err, data) => { + ModelFileModel.findOne({name: req.params.name}).lean().exec((err, data) => { if (err) return next(err); if (data) { res.set('Content-Type', 'application/octet-stream'); @@ -20,20 +103,20 @@ router.get('/model/:name', (req, res, next) => { }); }); -router.post('/model/:name', bodyParser.raw({limit: '500kb'}), (req, res, next) => { +router.post('/model/file/:name', bodyParser.raw({limit: '5mb'}), (req, res, next) => { if (!req.auth(res, ['dev', 'admin'], 'all')) return; - ModelModel.replaceOne({name: req.params.name}, {name: req.params.name, data: req.body}).setOptions({upsert: true}) + ModelFileModel.replaceOne({name: req.params.name}, {name: req.params.name, data: req.body}).setOptions({upsert: true}) .lean().exec(err => { if (err) return next(err); res.json({status: 'OK'}); }); }); -router.delete('/model/:name', (req, res, next) => { +router.delete('/model/file/:name', (req, res, next) => { if (!req.auth(res, ['dev', 'admin'], 'basic')) return; - ModelModel.findOneAndDelete({name: req.params.name}).lean().exec((err, data) => { + ModelFileModel.findOneAndDelete({name: req.params.name}).lean().exec((err, data) => { if (err) return next(err); if (data) { res.json({status: 'OK'}); diff --git a/src/routes/sample.ts b/src/routes/sample.ts index 7d97c64..7bd98ef 100644 --- a/src/routes/sample.ts +++ b/src/routes/sample.ts @@ -22,6 +22,8 @@ import globals from '../globals'; const router = express.Router(); +// TODO: do not use streaming for spectrum filenames + router.get('/samples', async (req, res, next) => { if (!req.auth(res, ['read', 'write', 'dev', 'admin'], 'all')) return; @@ -364,7 +366,7 @@ router.get('/samples', async (req, res, next) => { } queryPtr.push({$project: projection}); // use streaming when including spectrum files - if (!fieldsToAdd.find(e => e.indexOf(globals.spectrum.spectrum + '.') >= 0)) { + if (!fieldsToAdd.find(e => e.indexOf(globals.spectrum.spectrum + '.' + globals.spectrum.dpt) >= 0)) { collection.aggregate(query).allowDiskUse(true).exec((err, data) => { if (err) return next(err); if (data[0] && data[0].count) { diff --git a/src/routes/validate/model.ts b/src/routes/validate/model.ts new file mode 100644 index 0000000..30d3179 --- /dev/null +++ b/src/routes/validate/model.ts @@ -0,0 +1,38 @@ +import Joi from 'joi'; + + +export default class ModelValidate { // validate input for model + private static model = { + group: Joi.string() + .disallow('file') + .max(128), + + model: Joi.object({ + name: Joi.string() + .max(128) + .required(), + + url: Joi.string() + .uri() + .max(512) + .required(), + + label: Joi.string() + .allow('') + .max(128) + .required() + }) + }; + + static input (data) { // validate input + return this.model.model.required().validate(data); + } + + static output (data) { // validate output and strip unwanted properties, returns null if not valid + const {value, error} = Joi.object({ + group: this.model.group, + models: Joi.array().items(this.model.model) + }).validate(data, {stripUnknown: true}); + return error !== undefined? null : value; + } +} \ No newline at end of file diff --git a/src/test/db.json b/src/test/db.json index 468c43d..7727315 100644 --- a/src/test/db.json +++ b/src/test/db.json @@ -678,13 +678,40 @@ "__v": 0 } ], - "models": [ + "model_files": [ { "_id": {"$oid":"140000000000000000000001"}, "name": "modela", "data": {"buffer": "binary data"} } ], + "models": [ + { + "group": "VN", + "models": [ + { + "name": "Model A", + "url": "http://model-a.com", + "label": "ml/g" + }, + { + "name": "Model B", + "url": "http://model-b.com", + "label": "ml/g" + } + ] + }, + { + "group": "Moisture", + "models": [ + { + "name": "Model 1", + "url": "http://model-1.com", + "label": "weight %" + } + ] + } + ], "users": [ { "_id": {"$oid":"000000000000000000000001"},