from flask import abort, current_app, flash, redirect, render_template, url_for from . import services from flask_login import current_user, login_required from .forms import NewOCRJobForm, NewNLPJobForm from ..models import Job from .. import db import json import os SERVICE_REQUIREMENTS = {'nlp': {'mem_mb': 4096, 'n_cores': 2}, 'ocr': {'mem_mb': 8192, 'n_cores': 4}} @services.route('/', methods=['GET', 'POST']) @login_required def service(service_handle): if service_handle not in ['nlp', 'ocr']: abort(404) elif service_handle == 'nlp': page_title = 'Natural Language Processing' new_job_form = NewNLPJobForm() elif service_handle == 'ocr': page_title = 'Optical Character Recognition' new_job_form = NewOCRJobForm() if new_job_form.validate_on_submit(): _service_args = ['-l {}'.format(new_job_form.language.data)] if service_handle == 'ocr': if not new_job_form.binarization.data: _service_args.append('--skip-binarisation') job = Job( creator=current_user, description=new_job_form.description.data, mem_mb=SERVICE_REQUIREMENTS[service_handle]['mem_mb'], n_cores=SERVICE_REQUIREMENTS[service_handle]['n_cores'], service=service_handle, service_args=json.dumps(_service_args), service_version=new_job_form.version.data, status='preparing', title=new_job_form.title.data ) db.session.add(job) db.session.commit() dir = os.path.join(current_app.config['OPAQUE_STORAGE_DIRECTORY'], str(job.user_id), 'jobs', str(job.id)) try: os.makedirs(dir) except OSError: flash('OSError!') db.session.remove(job) db.session.commit() else: for file in new_job_form.files.data: file.save(os.path.join(dir, file.filename)) job.status = 'submitted' db.session.commit() flash('Job created!') return redirect(url_for('services.{}'.format(service_handle))) return render_template('services/{}.html.j2'.format(service_handle), title=page_title, new_job_form=new_job_form)