from flask import abort, flash, make_response, render_template, url_for from flask_login import current_user, login_required from werkzeug.utils import secure_filename from . import services from .. import db from ..jobs.forms import AddFileSetupJobForm, AddNLPJobForm, AddOCRJobForm from ..models import Job, JobInput import json import logging import os SERVICES = {'corpus_analysis': {'name': 'Corpus analysis'}, 'file-setup': {'name': 'File setup', 'resources': {'mem_mb': 4096, 'n_cores': 4}, 'form': AddFileSetupJobForm}, 'nlp': {'name': 'Natural Language Processing', 'resources': {'mem_mb': 4096, 'n_cores': 2}, 'form': AddNLPJobForm}, 'ocr': {'name': 'Optical Character Recognition', 'resources': {'mem_mb': 8192, 'n_cores': 4}, 'form': AddOCRJobForm}} @services.route('/', methods=['GET', 'POST']) @login_required def service(service): if service not in SERVICES: abort(404) if service == 'corpus_analysis': return render_template('services/{}.html.j2'.format(service), title=SERVICES[service]['name']) form = SERVICES[service]['form'](prefix='add-job-form') if form.is_submitted(): if not form.validate(): return make_response(form.errors, 400) service_args = [] if service == 'nlp': service_args.append('-l {}'.format(form.language.data)) if form.check_encoding.data: service_args.append('--check-encoding') if service == 'ocr': service_args.append('-l {}'.format(form.language.data)) if form.binarization.data: service_args.append('--binarize') job = Job(creator=current_user, description=form.description.data, mem_mb=SERVICES[service]['resources']['mem_mb'], n_cores=SERVICES[service]['resources']['n_cores'], service=service, service_args=json.dumps(service_args), service_version=form.version.data, status='preparing', title=form.title.data) db.session.add(job) db.session.flush() db.session.refresh(job) try: os.makedirs(job.path) except OSError: logging.error('Make dir {} led to an OSError!'.format(job.path)) db.session.rollback() flash('Internal Server Error', 'error') return make_response( {'redirect_url': url_for('.service', service=service)}, 500) else: for file in form.files.data: filename = secure_filename(file.filename) job_input = JobInput(filename=filename, job=job) file.save(job_input.path) db.session.add(job_input) job.status = 'submitted' db.session.commit() flash('Job "{}" added'.format(job.title), 'job') return make_response( {'redirect_url': url_for('jobs.job', job_id=job.id)}, 201) return render_template('services/{}.html.j2'.format(service), form=form, title=SERVICES[service]['name'])