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--- | ||
lang: en | ||
title: 'Discovering models from relational databases' | ||
keywords: LoopBack 4.0, LoopBack-Next | ||
sidebar: lb4_sidebar | ||
permalink: /doc/en/lb4/Discovering-models-from-relational-databases.html | ||
--- | ||
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## Synopsis | ||
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LoopBack makes it simple to create models from an existing relational database. | ||
This process is called _discovery_ and is supported by the following connectors: | ||
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- [Cassandra](Cassandra-connector.html) | ||
- [MySQL](MySQL-connector.html) | ||
- [Oracle](Oracle-connector.html) | ||
- [PostgreSQL](PostgreSQL-connector.html) | ||
- [SQL Server](SQL-Server-connector.html) | ||
- [IBM DB2](DB2-connector.html) | ||
- [IBM DashDB](DashDB.html) | ||
- [IBM DB2 for z/OS](DB2-for-z-OS.html) | ||
- [SAP HANA](https://www.npmjs.org/package/loopback-connector-saphana) - Not | ||
officially supported; see [Community connectors](Community-connectors.html). | ||
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## Overview | ||
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Models can be discovered from a supported datasource by running the | ||
`lb4 discover` command. | ||
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**The LoopBack project must be built and contain the built datasource files in | ||
`PROJECT_DIR/dist/src/datasources.js`** | ||
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### Options | ||
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`--dataSource`: Put a valid datasource name here to skip the datasource prompt | ||
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`--views`: Choose whether to discover views. Default is true | ||
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`--all`: Skips the model prompt and discovers all of them | ||
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`--outDir`: Specify the directory into which the `model.model.ts` files will be | ||
placed | ||
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`--schema`: Specify the schema which the datasource will find the models to | ||
discover | ||
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`--schemaDefs`: The path to a `.json` file containing a model definition, like | ||
those used loopback 2 and 3. LoopBack 4 models will be created out of the | ||
LoopBack 3 models specified in `.json` file without any prompts. |
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path = require('path'); | ||
const fs = require('fs'); | ||
const ArtifactGenerator = require('../../lib/artifact-generator'); | ||
const modelMaker = require('../../lib/model-discoverer'); | ||
const debug = require('../../lib/debug')('discover-generator'); | ||
const utils = require('../../lib/utils'); | ||
const modelDiscoverer = require('../../lib/model-discoverer'); | ||
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module.exports = class DiscoveryGenerator extends ArtifactGenerator { | ||
constructor(args, opts) { | ||
super(args, opts); | ||
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this.option('dataSource', { | ||
type: String, | ||
alias: 'ds', | ||
description: 'The name of the datasource to discover', | ||
}); | ||
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this.option('views', { | ||
type: Boolean, | ||
description: 'Boolean to discover views', | ||
default: true, | ||
}); | ||
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this.option('schema', { | ||
type: String, | ||
description: 'Schema to discover', | ||
default: '', | ||
}); | ||
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this.option('all', { | ||
type: Boolean, | ||
description: 'Discover all models without prompting users to select', | ||
default: false, | ||
}); | ||
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this.option('schemaDefs', { | ||
type: String, | ||
description: | ||
'The path to a .json file with an array of schema definition', | ||
default: undefined, | ||
}); | ||
} | ||
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_setupGenerator() { | ||
this.artifactInfo = { | ||
type: 'discover', | ||
rootDir: 'src', | ||
}; | ||
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this.artifactInfo.outDir = path.resolve( | ||
this.artifactInfo.rootDir, | ||
'models', | ||
); | ||
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return super._setupGenerator(); | ||
} | ||
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/** | ||
* If we have a dataSource, attempt to load it | ||
* If we have a schemaDef path, attempt to load it | ||
* @returns {*} | ||
*/ | ||
setOptions() { | ||
if (this.options.dataSource) { | ||
debug(`Data source specified: ${this.options.dataSource}`); | ||
this.artifactInfo.dataSource = modelMaker.loadDataSourceByName( | ||
this.options.dataSource, | ||
); | ||
} | ||
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if (this.options.schemaDefs) { | ||
this.artifactInfo.modelDefinitions = JSON.parse( | ||
fs.readFileSync(this.options.schemaDefs).toString(), | ||
); | ||
// If the model definition object is not an array, assume it's a single definition, and make it an array | ||
if (!Array.isArray(this.artifactInfo.modelDefinitions)) { | ||
this.artifactInfo.modelDefinitions = [ | ||
this.artifactInfo.modelDefinitions, | ||
]; | ||
} | ||
} | ||
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return super.setOptions(); | ||
} | ||
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/** | ||
* Ensure CLI is being run in a LoopBack 4 project. | ||
*/ | ||
checkLoopBackProject() { | ||
if (this.shouldExit()) return; | ||
return super.checkLoopBackProject(); | ||
} | ||
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/** | ||
* Loads all datasources to choose if the dataSource option isn't set | ||
*/ | ||
loadAllDatasources() { | ||
// If we have a dataSourcePath then it is already loaded for us, we don't need load any | ||
if (this.artifactInfo.dataSource || this.artifactInfo.modelDefinitions) { | ||
debug( | ||
`Not loading all data sources. dataSource: ${this.artifactInfo | ||
.dataSource && | ||
this.artifactInfo.dataSource.name}, modelDefinitions count: ${this | ||
.artifactInfo.modelDefinitions && | ||
this.artifactInfo.modelDefinitions.length}`, | ||
); | ||
return; | ||
} | ||
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debug( | ||
`Importing all datasources from ${ | ||
modelDiscoverer.DEFAULT_DATASOURCE_DIRECTORY | ||
}`, | ||
); | ||
const datasourceFiles = fs | ||
.readdirSync(modelDiscoverer.DEFAULT_DATASOURCE_DIRECTORY) | ||
.filter(s => s.endsWith('.datasource.js')); | ||
debug(`datasources: ${JSON.stringify(datasourceFiles)}`); | ||
this.dataSourceChoices = datasourceFiles.map(s => | ||
modelDiscoverer.loadDataSource( | ||
path.resolve(modelDiscoverer.DEFAULT_DATASOURCE_DIRECTORY, s), | ||
), | ||
); | ||
debug(`Done importing datasources`); | ||
} | ||
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/** | ||
* Ask the user to select the data source from which to discover | ||
*/ | ||
promptDataSource() { | ||
if (this.shouldExit()) return; | ||
const prompts = [ | ||
{ | ||
name: 'dataSource', | ||
message: `Select the connector to discover`, | ||
type: 'list', | ||
choices: this.dataSourceChoices, | ||
when: | ||
this.artifactInfo.dataSource === undefined && | ||
!this.artifactInfo.modelDefinitions, | ||
}, | ||
]; | ||
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return this.prompt(prompts).then(answer => { | ||
if (!answer.dataSource) return; | ||
debug(`Datasource answer: ${JSON.stringify(answer)}`); | ||
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this.artifactInfo.dataSource = this.dataSourceChoices.find( | ||
d => d.name === answer.dataSource, | ||
); | ||
}); | ||
} | ||
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/** | ||
* Puts all discoverable models in this.modelChoices | ||
*/ | ||
async discoverModelInfos() { | ||
if (this.artifactInfo.modelDefinitions) return; | ||
debug(`Getting all models from ${this.artifactInfo.dataSource.name}`); | ||
this.modelChoices = await modelMaker.discoverModelNames( | ||
this.artifactInfo.dataSource, | ||
{views: this.options.views, schema: this.options.schema}, | ||
); | ||
debug( | ||
`Got ${this.modelChoices.length} models from ${ | ||
this.artifactInfo.dataSource.name | ||
}`, | ||
); | ||
} | ||
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/** | ||
* Now that we have a list of all models for a datasource, | ||
* ask which models to discover | ||
*/ | ||
promptModelChoices() { | ||
// If we are discovering all we don't need to prompt | ||
if (this.options.all) { | ||
this.discoveringModels = this.modelChoices; | ||
} | ||
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const prompts = [ | ||
{ | ||
name: 'discoveringModels', | ||
message: `Select the models which to discover`, | ||
type: 'checkbox', | ||
choices: this.modelChoices, | ||
when: | ||
this.discoveringModels === undefined && | ||
!this.artifactInfo.modelDefinitions, | ||
}, | ||
]; | ||
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return this.prompt(prompts).then(answers => { | ||
if (!answers.discoveringModels) return; | ||
debug(`Models chosen: ${JSON.stringify(answers)}`); | ||
this.discoveringModels = []; | ||
answers.discoveringModels.forEach(m => { | ||
this.discoveringModels.push(this.modelChoices.find(c => c.name === m)); | ||
}); | ||
}); | ||
} | ||
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/** | ||
* Using artifactInfo.dataSource, | ||
* artifactInfo.modelNameOptions | ||
* | ||
* this will discover every model | ||
* and put it in artifactInfo.modelDefinitions | ||
* @return {Promise<void>} | ||
*/ | ||
async getAllModelDefs() { | ||
if (this.artifactInfo.modelDefinitions) return; | ||
this.artifactInfo.modelDefinitions = []; | ||
for (let i = 0; i < this.discoveringModels.length; i++) { | ||
const modelInfo = this.discoveringModels[i]; | ||
debug(`Discovering: ${modelInfo.name}...`); | ||
this.artifactInfo.modelDefinitions.push( | ||
await modelMaker.discoverSingleModel( | ||
this.artifactInfo.dataSource, | ||
{schema: modelInfo.schema}, | ||
modelInfo.name, | ||
), | ||
); | ||
debug(`Discovered: ${modelInfo.name}`); | ||
} | ||
} | ||
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/** | ||
* Iterate through all the models we have discovered and scaffold | ||
*/ | ||
async scaffold() { | ||
this.artifactInfo.indexesToBeUpdated = | ||
this.artifactInfo.indexesToBeUpdated || []; | ||
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// Exit if needed | ||
if (this.shouldExit()) return false; | ||
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for (let i = 0; i < this.artifactInfo.modelDefinitions.length; i++) { | ||
const modelDefinition = this.artifactInfo.modelDefinitions[i]; | ||
Object.entries(modelDefinition.properties).forEach(([k, v]) => | ||
modelDiscoverer.sanitizeProperty(v), | ||
); | ||
modelDefinition.isModelBaseBuiltin = true; | ||
modelDefinition.modelBaseClass = 'Entity'; | ||
modelDefinition.className = utils.pascalCase(modelDefinition.name); | ||
// These last two are so that the templat doesn't error out of they aren't there | ||
modelDefinition.allowAdditionalProperties = true; | ||
modelDefinition.modelSettings = modelDefinition.settings || {}; | ||
debug(`Generating: ${modelDefinition.name}`); | ||
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debug(`Writing: ${modelDefinition.name}`); | ||
const fullPath = path.resolve( | ||
this.artifactInfo.outDir, | ||
utils.getModelFileName(modelDefinition.name), | ||
); | ||
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this.copyTemplatedFiles( | ||
modelDiscoverer.MODEL_TEMPLATE_PATH, | ||
fullPath, | ||
modelDefinition, | ||
); | ||
this.artifactInfo.indexesToBeUpdated.push({ | ||
dir: this.artifactInfo.outDir, | ||
file: utils.getModelFileName(modelDefinition.name), | ||
}); | ||
} | ||
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// This part at the end is just for the ArtifactGenerator | ||
// end message to output something nice, before it was Discover undefined was created in src/models/ | ||
this.artifactInfo.name = this.artifactInfo.modelDefinitions | ||
.map(d => utils.getModelFileName(d.name)) | ||
.join(','); | ||
} | ||
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async end() { | ||
await super.end(); | ||
} | ||
}; |
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