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mirror of https://github.com/leon-ai/leon.git synced 2024-12-03 02:45:21 +03:00
leon/scripts/setup/setup-python-dev-env.js
2023-04-02 20:34:50 +02:00

287 lines
8.4 KiB
JavaScript

import fs from 'node:fs'
import path from 'node:path'
import { command } from 'execa'
import {
EN_SPACY_MODEL_NAME,
EN_SPACY_MODEL_VERSION,
FR_SPACY_MODEL_NAME,
FR_SPACY_MODEL_VERSION,
PYTHON_BRIDGE_SRC_PATH,
TCP_SERVER_SRC_PATH
} from '@/constants'
import { CPUArchitectures, OSTypes } from '@/types'
import { LogHelper } from '@/helpers/log-helper'
import { LoaderHelper } from '@/helpers/loader-helper'
import { SystemHelper } from '@/helpers/system-helper'
/**
* Set up development environment according to the given setup target
* 1. Verify Python environment
* 2. Verify if the targeted development environment is up-to-date
* 3. If up-to-date, exit
* 4. If not up-to-date, delete the outdated development environment and install the new one
* 5. Install spaCy models if the targeted development environment is the TCP server
*/
// Define mirror to download models installation file
function getModelInstallationFileUrl(model, mirror = undefined) {
const { name, version } = SPACY_MODELS.get(model)
const suffix = 'py3-none-any.whl'
let urlPrefix = 'https://github.com/explosion/spacy-models/releases/download'
if (mirror === 'cn') {
LogHelper.info(
'Using Chinese mirror to download model installation file...'
)
urlPrefix =
'https://download.fastgit.org/explosion/spacy-models/releases/download'
}
return `${urlPrefix}/${name}-${version}/${name}-${version}-${suffix}`
}
const SETUP_TARGETS = new Map()
const SPACY_MODELS = new Map()
SETUP_TARGETS.set('python-bridge', {
name: 'Python bridge',
pipfilePath: path.join(PYTHON_BRIDGE_SRC_PATH, 'Pipfile'),
dotVenvPath: path.join(PYTHON_BRIDGE_SRC_PATH, '.venv'),
dotProjectPath: path.join(PYTHON_BRIDGE_SRC_PATH, '.venv', '.project')
})
SETUP_TARGETS.set('tcp-server', {
name: 'TCP server',
pipfilePath: path.join(TCP_SERVER_SRC_PATH, 'Pipfile'),
dotVenvPath: path.join(TCP_SERVER_SRC_PATH, '.venv'),
dotProjectPath: path.join(TCP_SERVER_SRC_PATH, '.venv', '.project')
})
SPACY_MODELS.set('en', {
name: EN_SPACY_MODEL_NAME,
version: EN_SPACY_MODEL_VERSION
})
SPACY_MODELS.set('fr', {
name: FR_SPACY_MODEL_NAME,
version: FR_SPACY_MODEL_VERSION
})
;(async () => {
LoaderHelper.start()
const { argv } = process
const givenSetupTarget = argv[2].toLowerCase()
// cn
const givenMirror = argv[3]?.toLowerCase()
if (!SETUP_TARGETS.has(givenSetupTarget)) {
LogHelper.error(
`Invalid setup target: ${givenSetupTarget}. Valid targets are: ${Array.from(
SETUP_TARGETS.keys()
).join(', ')}`
)
process.exit(1)
}
const {
name: setupTarget,
pipfilePath,
dotVenvPath,
dotProjectPath
} = SETUP_TARGETS.get(givenSetupTarget)
LogHelper.info('Checking Python environment...')
/**
* Verify Python environment
*/
// Check if the Pipfile exists
if (fs.existsSync(pipfilePath)) {
LogHelper.success(`${pipfilePath} found`)
try {
// Check if Pipenv is installed
const pipenvVersionChild = await command('pipenv --version', {
shell: true
})
let pipenvVersion = String(pipenvVersionChild.stdout)
if (pipenvVersion.includes('version')) {
pipenvVersion = pipenvVersion.split('version')[1].trim()
pipenvVersion = `${pipenvVersion} version`
}
LogHelper.success(`Pipenv ${pipenvVersion} found`)
} catch (e) {
LogHelper.error(
`${e}\nPlease install Pipenv: "pip install pipenv" or read the documentation https://docs.pipenv.org`
)
process.exit(1)
}
}
/**
* Install Python packages
*/
LogHelper.info(`Setting up ${setupTarget} development environment...`)
const pipfileMtime = fs.statSync(pipfilePath).mtime
const hasDotVenv = fs.existsSync(dotVenvPath)
const { type: osType, cpuArchitecture } = SystemHelper.getInformation()
const installPythonPackages = async () => {
LogHelper.info(`Installing Python packages from ${pipfilePath}.lock...`)
// Delete .venv directory to reset the development environment
if (hasDotVenv) {
LogHelper.info(`Deleting ${dotVenvPath}...`)
await fs.promises.rm(dotVenvPath, { recursive: true, force: true })
LogHelper.success(`${dotVenvPath} deleted`)
}
try {
await command('pipenv install --verbose --site-packages', {
shell: true,
stdio: 'inherit'
})
if (
osType === OSTypes.MacOS &&
cpuArchitecture === CPUArchitectures.ARM64
) {
LogHelper.info('macOS ARM64 detected')
LogHelper.info(
'Installing Rust installer as it is needed for the "tokenizers" package for macOS ARM64 architecture...'
)
await command('curl https://sh.rustup.rs -sSf | sh -s -- -y', {
shell: true,
stdio: 'inherit'
})
LogHelper.success('Rust installer installed')
LogHelper.info('Reloading configuration from "$HOME/.cargo/env"...')
await command('source "$HOME/.cargo/env"', {
shell: true,
stdio: 'inherit'
})
LogHelper.success('Configuration reloaded')
LogHelper.info('Checking Rust compiler version...')
await command('rustc --version', {
shell: true,
stdio: 'inherit'
})
LogHelper.success('Rust compiler OK')
}
LogHelper.success('Python packages installed')
} catch (e) {
LogHelper.error(`Failed to install Python packages: ${e}`)
if (osType === OSTypes.Windows) {
LogHelper.error(
'Please check the error above. It might be related to Microsoft C++ Build Tools. If it is, you can check here: "https://stackoverflow.com/a/64262038/1768162" then restart your machine and retry'
)
LogHelper.error(
'If it is related to some hash mismatch, you can try by installing Pipenv 2022.7.24: pip install pipenv==2022.7.24'
)
}
process.exit(1)
}
}
/**
* Verify if a fresh development environment installation is necessary
*/
// Required environment variables to set up
process.env.PIPENV_PIPFILE = pipfilePath
process.env.PIPENV_VENV_IN_PROJECT = true
if (givenSetupTarget === 'python-bridge') {
// As per: https://github.com/marcelotduarte/cx_Freeze/issues/1548
process.env.PIP_NO_BINARY = 'cx_Freeze'
}
try {
if (!hasDotVenv) {
await installPythonPackages()
} else {
if (fs.existsSync(dotProjectPath)) {
const dotProjectMtime = (await fs.promises.stat(dotProjectPath)).mtime
// Check if Python deps tree has been modified since the initial setup
if (pipfileMtime > dotProjectMtime) {
LogHelper.info('The development environment is not up-to-date')
await installPythonPackages()
} else {
LogHelper.success('Python packages are up-to-date')
}
} else {
await installPythonPackages()
}
}
} catch (e) {
LogHelper.error(
`Failed to set up the ${setupTarget} development environment: ${e}`
)
} finally {
LoaderHelper.stop()
}
if (givenSetupTarget === 'tcp-server') {
const installSpacyModels = async () => {
try {
LogHelper.info('Installing spaCy models...')
// Install models one by one to avoid network throttling
for (const modelLanguage of SPACY_MODELS.keys()) {
const modelInstallationFileUrl = getModelInstallationFileUrl(
modelLanguage,
givenMirror
)
await command(`pipenv run pip install ${modelInstallationFileUrl}`, {
shell: true,
stdio: 'inherit'
})
}
LogHelper.success('spaCy models installed')
} catch (e) {
LogHelper.error(`Failed to install spaCy models: ${e}`)
process.exit(1)
}
}
LogHelper.info('Checking whether all spaCy models are installed...')
try {
for (const { name: modelName } of SPACY_MODELS.values()) {
const { stderr } = await command(
`pipenv run python -c "import ${modelName}"`,
{ shell: true }
)
// Check stderr output for Windows as no exception is thrown
if (osType === OSTypes.Windows) {
if (String(stderr).length > 0) {
await installSpacyModels()
break
}
}
}
LogHelper.success('All spaCy models are already installed')
} catch (e) {
LogHelper.info('Not all spaCy models are installed')
await installSpacyModels()
}
}
LogHelper.success(`${setupTarget} development environment ready`)
})()