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interface-function-python.js
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172 lines (143 loc) · 5.66 KB
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import path from 'path'
import fs from 'fs-extra'
import inputParametersPython from "./input-parameters-python.js"
import snakeCase from "../snake-case.js"
import pascalCase from "../pascal-case.js"
// import packageToBundleName from "../package-to-bundle-name.js"
import writeIfOverrideNotPresent from "../write-if-override-not-present.js"
// import outputDemoRunTypeScript from './output-demo-run-typescript.js'
import outputPython from './output-python.js'
function interfaceFunctionPython(packageName, interfaceJson, outputPath) {
let indent = ''
const functionName = snakeCase(interfaceJson.name)
const functionNamePascalCase = pascalCase(interfaceJson.name)
let result = `from dataclasses import dataclass
from typing import Any, Dict
import json
import numpy as np
import js
from pyodide.ffi.wrappers import add_event_listener
import pyodide
`
const packageImport = packageName.replace(/-/g, '_')
result += `from ${packageImport} import ${functionName}_async\n`
result += `from ${functionName}_load_sample_inputs import load_sample_inputs\n\n`
result += `@dataclass
class ${functionNamePascalCase}Model:
inputs: Dict['str', Any]
options: Dict['str', Any]
outputs: Dict['str', Any]
class ${functionNamePascalCase}Controller:
def __init__(self, load_sample_inputs):
self.model = ${functionNamePascalCase}Model({}, {}, {})
self.load_sample_inputs = load_sample_inputs
if load_sample_inputs is not None:
load_sample_inputs_button = js.document.querySelector("#${functionName}-inputs [name=load-sample-inputs]")
load_sample_inputs_button.setAttribute('style', 'display: block-inline;')
add_event_listener(load_sample_inputs_button, 'click', self.on_load_sample_inputs_click)
# Inputs
`
let methods = ` async def on_load_sample_inputs_click(self, event):
load_sample_inputs_button = js.document.querySelector("#${functionName}-inputs [name=load-sample-inputs]")
load_sample_inputs_button.loading = True
self.model = await self.load_sample_inputs(self.model)
load_sample_inputs_button.loading = False
`
indent = ' '
interfaceJson.inputs.forEach((input) => {
const { init, method } = inputParametersPython(functionName, indent, input, true)
result += init
methods += method
})
if (interfaceJson.parameters.length > 1) {
result += `${indent} # Options\n`
interfaceJson.parameters.forEach((parameter) => {
// Internal
if (parameter.name === "memory-io" || parameter.name === "version") {
return
}
const { init, method } = inputParametersPython(functionName, indent, parameter, false)
result += init
methods += method
})
}
let runOutput = ''
result += `${indent} # Outputs\n`
interfaceJson.outputs.forEach((output) => {
const { init, method, run } = outputPython(functionName, '', indent, output)
result += init
methods += method
runOutput += run
})
result += ` # Run
run_button = js.document.querySelector('#${functionName}-inputs sl-button[name="run"]')
self.run_button = run_button
add_event_listener(run_button, 'click', self.on_run)
`
methods += ` async def on_run(self, event):
event.preventDefault()
event.stopPropagation()
`
interfaceJson.inputs.forEach((input) => {
const inputName = snakeCase(input.name)
methods += ` if '${inputName}' not in self.model.inputs:\n
js.globalThis.notify("Error while running pipeline", "Missing input '${inputName}'", "danger", "exclamation-octagon")
return
`
})
methods += `
self.run_button.loading = True
try:
t0 = js.performance.now()
`
if (interfaceJson.outputs.length > 1) {
interfaceJson.outputs.forEach((output) => {
const outputName = snakeCase(output.name)
methods += `${outputName}, `
})
} else {
methods += `${snakeCase(interfaceJson.outputs[0].name)} `
}
methods += `= await ${functionName}_async(`
interfaceJson.inputs.forEach((input) => {
methods += `self.model.inputs['${snakeCase(input.name)}'], `
})
methods += '**self.model.options)\n'
methods += ` t1 = js.performance.now()
js.globalThis.notify("${functionName} successfully completed", f"in {t1 - t0} milliseconds.", "success", "rocket-fill")
${runOutput}
except Exception as error:
js.globalThis.notify("Error while running pipeline", str(error), "danger", "exclamation-octagon")
raise error
finally:
self.run_button.loading = False
`
result += methods
result += `\n${functionName}_controller = ${functionNamePascalCase}Controller(load_sample_inputs)\n`
const scriptPath = path.join(outputPath, `${functionName}_controller.py`)
writeIfOverrideNotPresent(scriptPath, result, '#')
const loadSampleInputsDefault = `load_sample_inputs = None
# async def load_sample_inputs(model):
# Load sample inputs for the ${functionName} function.
#
# This function should load sample inputs:
#
# 1) In the provided model.
# 2) Into the corresponding HTML input elements.
#
# Example for an input named \`example_input\`:
#
# example_input = 5
# model.inputs["example_input"] = example_input
# example_element = document.querySelector("#${functionName}-inputs [name=example-input]")
# example_element.value = 5
#
# return model
`
const loadSampleInputsPath = path.join(outputPath, `${functionName}_load_sample_inputs.py`)
if (!fs.existsSync(loadSampleInputsPath)) {
fs.writeFileSync(loadSampleInputsPath, loadSampleInputsDefault)
}
return scriptPath
}
export default interfaceFunctionPython