mirror of
https://gitlab.ub.uni-bielefeld.de/sfb1288inf/nopaque.git
synced 2024-12-25 02:44:18 +00:00
116 lines
4.0 KiB
Python
116 lines
4.0 KiB
Python
from flask import current_app, flash, redirect, render_template, url_for
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from . import services
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from flask_login import current_user, login_required
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from .forms import NewOCRJobForm, NewNLPJobForm
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from ..models import Job
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from ..import swarm
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from .. import db
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from threading import Thread
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import json
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import os
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@services.route('/nlp', methods=['GET', 'POST'])
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@login_required
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def nlp():
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new_nlp_job_form = NewNLPJobForm()
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if new_nlp_job_form.validate_on_submit():
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nlp_job = Job(creator=current_user,
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description=new_nlp_job_form.description.data,
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mem_mb=4096,
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n_cores=2,
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service='nlp',
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service_args=json.dumps(['-l {}'.format(new_nlp_job_form.language.data)]),
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service_version=new_nlp_job_form.version.data,
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status='submitted',
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title=new_nlp_job_form.title.data)
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db.session.add(nlp_job)
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db.session.commit()
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dir = os.path.join(current_app.config['OPAQUE_STORAGE'],
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str(nlp_job.user_id),
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'jobs',
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str(nlp_job.id))
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try:
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os.makedirs(dir)
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except OSError:
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flash('OSError!')
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db.session.remove(nlp_job)
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db.session.commit()
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else:
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for file in new_nlp_job_form.files.data:
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file.save(os.path.join(dir, file.filename))
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'''
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' TODO: Let the scheduler run this job in the background.
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'
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' NOTE: Using self created threads is just for testing purpose as
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' there is no scheduler available.
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'''
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db.session.expunge(nlp_job)
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thread = Thread(target=swarm.run, args=(nlp_job,))
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thread.start()
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flash('Job created!')
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return redirect(url_for('services.nlp'))
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return render_template(
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'services/nlp.html.j2',
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title='Natrual Language Processing',
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new_nlp_job_form=new_nlp_job_form
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)
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@services.route('/ocr', methods=['GET', 'POST'])
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@login_required
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def ocr():
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new_ocr_job_form = NewOCRJobForm()
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if new_ocr_job_form.validate_on_submit():
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ocr_job = Job(creator=current_user,
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description=new_ocr_job_form.description.data,
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mem_mb=8192,
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n_cores=4,
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service='ocr',
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service_args=json.dumps([
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'-l {}'.format(new_ocr_job_form.language.data),
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'--keep-intermediates',
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'--skip-binarisation']),
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service_version=new_ocr_job_form.version.data,
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status='submitted',
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title=new_ocr_job_form.title.data)
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db.session.add(ocr_job)
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db.session.commit()
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dir = os.path.join(current_app.config['OPAQUE_STORAGE'],
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str(ocr_job.user_id),
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'jobs',
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str(ocr_job.id))
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try:
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os.makedirs(dir)
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except OSError:
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flash('OSError!')
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db.session.remove(ocr_job)
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db.session.commit()
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else:
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for file in new_ocr_job_form.files.data:
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file.save(os.path.join(dir, file.filename))
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'''
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' TODO: Let the scheduler run this job in the background.
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'
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' NOTE: Using self created threads is just for testing purpose as
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' there is no scheduler available.
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'''
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db.session.expunge(ocr_job)
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thread = Thread(target=swarm.run, args=(ocr_job,))
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thread.start()
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flash('Job created!')
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return redirect(url_for('services.ocr'))
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return render_template(
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'services/ocr.html.j2',
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title='Optical Character Recognition',
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new_ocr_job_form=new_ocr_job_form
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)
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