LibreTranslate/libretranslate/app.py

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35 KiB
Python
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import io
import os
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import tempfile
import uuid
from functools import wraps
from html import unescape
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from timeit import default_timer
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import argostranslatefiles
from argostranslatefiles import get_supported_formats
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from flask import (abort, Blueprint, Flask, jsonify, render_template, request,
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Response, send_file, url_for, session)
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from flask_swagger import swagger
from flask_swagger_ui import get_swaggerui_blueprint
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from flask_session import Session
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from translatehtml import translate_html
from werkzeug.utils import secure_filename
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from werkzeug.exceptions import HTTPException
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from flask_babel import Babel
from libretranslate import flood, remove_translated_files, security
from libretranslate.language import detect_languages, improve_translation_formatting
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from libretranslate.locales import (_, _lazy, get_available_locales, get_available_locale_codes, gettext_escaped,
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gettext_html, lazy_swag, get_alternate_locale_links)
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from .api_keys import Database, RemoteDatabase
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from .suggestions import Database as SuggestionsDatabase
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def get_version():
try:
with open("VERSION") as f:
return f.read().strip()
except:
return "?"
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def get_upload_dir():
upload_dir = os.path.join(tempfile.gettempdir(), "libretranslate-files-translate")
if not os.path.isdir(upload_dir):
os.mkdir(upload_dir)
return upload_dir
def get_req_api_key():
if request.is_json:
json = get_json_dict(request)
ak = json.get("api_key")
else:
ak = request.values.get("api_key")
return ak
def get_json_dict(request):
d = request.get_json()
if not isinstance(d, dict):
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abort(400, description=_("Invalid JSON format"))
return d
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def get_remote_address():
if request.headers.getlist("X-Forwarded-For"):
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ip = request.headers.getlist("X-Forwarded-For")[0].split(",")[0]
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else:
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ip = request.remote_addr or "127.0.0.1"
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return ip
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def get_req_limits(default_limit, api_keys_db, multiplier=1):
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req_limit = default_limit
if api_keys_db:
api_key = get_req_api_key()
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if api_key:
db_req_limit = api_keys_db.lookup(api_key)
if db_req_limit is not None:
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req_limit = db_req_limit * multiplier
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return req_limit
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def get_routes_limits(default_req_limit, daily_req_limit, api_keys_db):
if default_req_limit == -1:
# TODO: better way?
default_req_limit = 9999999999999
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def minute_limits():
return "%s per minute" % get_req_limits(default_req_limit, api_keys_db)
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def daily_limits():
return "%s per day" % get_req_limits(daily_req_limit, api_keys_db, 1440)
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res = [minute_limits]
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if daily_req_limit > 0:
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res.append(daily_limits)
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return res
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def create_app(args):
from libretranslate.init import boot
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boot(args.load_only, args.update_models)
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from libretranslate.language import load_languages
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SWAGGER_URL = args.url_prefix + "/docs" # Swagger UI (w/o trailing '/')
API_URL = args.url_prefix + "/spec"
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bp = Blueprint('Main app', __name__)
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if not args.disable_files_translation:
remove_translated_files.setup(get_upload_dir())
languages = load_languages()
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language_pairs = {}
for lang in languages:
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language_pairs[lang.code] = sorted([l.to_lang.code for l in lang.translations_from])
# Map userdefined frontend languages to argos language object.
if args.frontend_language_source == "auto":
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frontend_argos_language_source = type(
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"obj", (object,), {"code": "auto", "name": _("Auto Detect")}
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)
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else:
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frontend_argos_language_source = next(
iter([l for l in languages if l.code == args.frontend_language_source]),
None,
)
if frontend_argos_language_source is None:
frontend_argos_language_source = languages[0]
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if len(languages) >= 2:
language_target_fallback = languages[1]
else:
language_target_fallback = languages[0]
if args.frontend_language_target == "locale":
def resolve_language_locale():
loc = get_locale()
language_target = next(
iter([l for l in languages if l.code == loc]), None
)
if language_target is None:
language_target = language_target_fallback
return language_target
frontend_argos_language_target = resolve_language_locale
else:
language_target = next(
iter([l for l in languages if l.code == args.frontend_language_target]), None
)
if language_target is None:
language_target = language_target_fallback
frontend_argos_language_target = lambda: language_target
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frontend_argos_supported_files_format = []
for file_format in get_supported_formats():
for ff in file_format.supported_file_extensions:
frontend_argos_supported_files_format.append(ff)
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api_keys_db = None
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if args.req_limit > 0 or args.api_keys or args.daily_req_limit > 0:
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api_keys_db = None
if args.api_keys:
if args.api_keys_remote:
api_keys_db = RemoteDatabase(args.api_keys_remote)
else:
api_keys_db = Database(args.api_keys_db_path)
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from flask_limiter import Limiter
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limiter = Limiter(
key_func=get_remote_address,
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default_limits=get_routes_limits(
args.req_limit, args.daily_req_limit, api_keys_db
),
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storage_uri=args.req_limit_storage,
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)
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else:
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from .no_limiter import Limiter
limiter = Limiter()
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if args.req_flood_threshold > 0:
flood.setup(args.req_flood_threshold)
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measure_request = None
gauge_request = None
if args.metrics:
from prometheus_client import CONTENT_TYPE_LATEST, Summary, Gauge, CollectorRegistry, multiprocess, generate_latest
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@bp.route("/metrics")
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@limiter.exempt
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def prometheus_metrics():
if args.metrics_auth_token:
authorization = request.headers.get('Authorization')
if authorization != "Bearer " + args.metrics_auth_token:
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abort(401, description=_("Unauthorized"))
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registry = CollectorRegistry()
multiprocess.MultiProcessCollector(registry)
return Response(generate_latest(registry), mimetype=CONTENT_TYPE_LATEST)
measure_request = Summary('libretranslate_http_request_duration_seconds', 'Time spent on request', ['endpoint', 'status', 'request_ip', 'api_key'])
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measure_request.labels('/translate', 200, '127.0.0.1', '')
gauge_request = Gauge('libretranslate_http_requests_in_flight', 'Active requests', ['endpoint', 'request_ip', 'api_key'], multiprocess_mode='livesum')
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gauge_request.labels('/translate', '127.0.0.1', '')
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def access_check(f):
@wraps(f)
def func(*a, **kw):
ip = get_remote_address()
if flood.is_banned(ip):
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abort(403, description=_("Too many request limits violations"))
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if args.api_keys:
ak = get_req_api_key()
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if (
ak and api_keys_db.lookup(ak) is None
):
abort(
403,
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description=_("Invalid API key"),
)
elif (
args.require_api_key_origin
and api_keys_db.lookup(ak) is None
and request.headers.get("Origin") != args.require_api_key_origin
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):
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description = _("Please contact the server operator to get an API key")
if args.get_api_key_link:
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description = _("Visit %(url)s to get an API key", url=args.get_api_key_link)
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abort(
403,
description=description,
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)
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return f(*a, **kw)
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if args.metrics:
@wraps(func)
def measure_func(*a, **kw):
start_t = default_timer()
status = 200
ip = get_remote_address()
ak = get_req_api_key() or ''
g = gauge_request.labels(request.path, ip, ak)
try:
g.inc()
return func(*a, **kw)
except HTTPException as e:
status = e.code
raise e
finally:
duration = max(default_timer() - start_t, 0)
measure_request.labels(request.path, status, ip, ak).observe(duration)
g.dec()
return measure_func
else:
return func
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@bp.errorhandler(400)
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def invalid_api(e):
return jsonify({"error": str(e.description)}), 400
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@bp.errorhandler(500)
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def server_error(e):
return jsonify({"error": str(e.description)}), 500
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@bp.errorhandler(429)
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def slow_down_error(e):
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flood.report(get_remote_address())
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return jsonify({"error": _("Slowdown:") + " " + str(e.description)}), 429
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@bp.errorhandler(403)
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def denied(e):
return jsonify({"error": str(e.description)}), 403
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@bp.route("/")
@limiter.exempt
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def index():
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if args.disable_web_ui:
abort(404)
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langcode = request.args.get('lang')
if langcode and langcode in get_available_locale_codes(not args.debug):
session.update(preferred_lang=langcode)
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return render_template(
"index.html",
gaId=args.ga_id,
frontendTimeout=args.frontend_timeout,
api_keys=args.api_keys,
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get_api_key_link=args.get_api_key_link,
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web_version=os.environ.get("LT_WEB") is not None,
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version=get_version(),
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swagger_url=SWAGGER_URL,
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available_locales=[{'code': l['code'], 'name': _lazy(l['name'])} for l in get_available_locales(not args.debug)],
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current_locale=get_locale(),
alternate_locales=get_alternate_locale_links()
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)
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@bp.route("/js/app.js")
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@limiter.exempt
def appjs():
if args.disable_web_ui:
abort(404)
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return Response(render_template("app.js.template",
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url_prefix=args.url_prefix,
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get_api_key_link=args.get_api_key_link), content_type='application/javascript; charset=utf-8')
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@bp.get("/languages")
@limiter.exempt
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def langs():
"""
Retrieve list of supported languages
---
tags:
- translate
responses:
200:
description: List of languages
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schema:
id: languages
type: array
items:
type: object
properties:
code:
type: string
description: Language code
name:
type: string
description: Human-readable language name (in English)
targets:
type: array
items:
type: string
description: Supported target language codes
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"""
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return jsonify([{"code": l.code, "name": _lazy(l.name), "targets": language_pairs.get(l.code, [])} for l in languages])
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# Add cors
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@bp.after_request
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def after_request(response):
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response.headers.add("Access-Control-Allow-Origin", "*")
response.headers.add(
"Access-Control-Allow-Headers", "Authorization, Content-Type"
)
response.headers.add("Access-Control-Expose-Headers", "Authorization")
response.headers.add("Access-Control-Allow-Methods", "GET, POST")
response.headers.add("Access-Control-Allow-Credentials", "true")
response.headers.add("Access-Control-Max-Age", 60 * 60 * 24 * 20)
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return response
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@bp.post("/translate")
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@access_check
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def translate():
"""
Translate text from a language to another
---
tags:
- translate
parameters:
- in: formData
name: q
schema:
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oneOf:
- type: string
example: Hello world!
- type: array
example: ['Hello world!']
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required: true
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description: Text(s) to translate
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- in: formData
name: source
schema:
type: string
example: en
required: true
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description: Source language code
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- in: formData
name: target
schema:
type: string
example: es
required: true
description: Target language code
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- in: formData
name: format
schema:
type: string
enum: [text, html]
default: text
example: text
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required: false
description: >
Format of source text:
* `text` - Plain text
* `html` - HTML markup
- in: formData
name: api_key
schema:
type: string
example: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
required: false
description: API key
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responses:
200:
description: Translated text
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schema:
id: translate
type: object
properties:
translatedText:
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oneOf:
- type: string
- type: array
description: Translated text(s)
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400:
description: Invalid request
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schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
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500:
description: Translation error
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schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
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429:
description: Slow down
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schema:
id: error-slow-down
type: object
properties:
error:
type: string
description: Reason for slow down
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403:
description: Banned
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
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"""
if request.is_json:
json = get_json_dict(request)
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q = json.get("q")
source_lang = json.get("source")
target_lang = json.get("target")
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text_format = json.get("format")
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else:
q = request.values.get("q")
source_lang = request.values.get("source")
target_lang = request.values.get("target")
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text_format = request.values.get("format")
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if not q:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='q'))
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if not source_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='source'))
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if not target_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='target'))
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batch = isinstance(q, list)
if batch and args.batch_limit != -1:
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batch_size = len(q)
if args.batch_limit < batch_size:
abort(
400,
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description=_("Invalid request: request (%(size)s) exceeds text limit (%(limit)s)", size=batch_size, limit=args.batch_limit),
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)
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if args.char_limit != -1:
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if batch:
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chars = sum([len(text) for text in q])
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else:
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chars = len(q)
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if args.char_limit < chars:
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abort(
400,
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description=_("Invalid request: request (%(size)s) exceeds text limit (%(limit)s)", size=chars, limit=args.char_limit),
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)
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if source_lang == "auto":
source_langs = []
if batch:
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auto_detect_texts = q
else:
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auto_detect_texts = [q]
overall_candidates = detect_languages(q)
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for text_to_check in auto_detect_texts:
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if len(text_to_check) > 40:
candidate_langs = detect_languages(text_to_check)
else:
# Unable to accurately detect languages for short texts
candidate_langs = overall_candidates
source_langs.append(candidate_langs[0])
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if args.debug:
print(text_to_check, candidate_langs)
print("Auto detected: %s" % candidate_langs[0]["language"])
else:
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if batch:
source_langs = [ {"confidence": 100.0, "language": source_lang} for text in q]
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else:
source_langs = [ {"confidence": 100.0, "language": source_lang} ]
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src_langs = [next(iter([l for l in languages if l.code == source_lang["language"]]), None) for source_lang in source_langs]
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for idx, lang in enumerate(src_langs):
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if lang is None:
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abort(400, description=_("%(lang)s is not supported", lang=source_langs[idx]))
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tgt_lang = next(iter([l for l in languages if l.code == target_lang]), None)
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if tgt_lang is None:
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abort(400, description=_("%(lang)s is not supported",lang=target_lang))
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if not text_format:
text_format = "text"
if text_format not in ["text", "html"]:
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abort(400, description=_("%(format)s format is not supported", format=text_format))
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try:
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if batch:
results = []
for idx, text in enumerate(q):
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translator = src_langs[idx].get_translation(tgt_lang)
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if translator is None:
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abort(400, description=_("%(tname)s (%(tcode)s) is not available as a target language from %(sname)s (%(scode)s)", tname=_lazy(tgt_lang.name), tcode=tgt_lang.code, sname=_lazy(src_langs[idx].name), scode=src_langs[idx].code))
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if text_format == "html":
translated_text = str(translate_html(translator, text))
else:
translated_text = improve_translation_formatting(text, translator.translate(text))
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results.append(unescape(translated_text))
if source_lang == "auto":
return jsonify(
{
"translatedText": results,
"detectedLanguage": source_langs
}
)
else:
return jsonify(
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{
"translatedText": results
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}
)
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else:
translator = src_langs[0].get_translation(tgt_lang)
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if translator is None:
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abort(400, description=_("%(tname)s (%(tcode)s) is not available as a target language from %(sname)s (%(scode)s)", tname=_lazy(tgt_lang.name), tcode=tgt_lang.code, sname=_lazy(src_langs[0].name), scode=src_langs[0].code))
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if text_format == "html":
translated_text = str(translate_html(translator, q))
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else:
translated_text = improve_translation_formatting(q, translator.translate(q))
if source_lang == "auto":
return jsonify(
{
"translatedText": unescape(translated_text),
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"detectedLanguage": source_langs[0]
}
)
else:
return jsonify(
{
"translatedText": unescape(translated_text)
}
)
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except Exception as e:
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abort(500, description=_("Cannot translate text: %(text)s", text=str(e)))
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@bp.post("/translate_file")
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@access_check
def translate_file():
"""
Translate file from a language to another
---
tags:
- translate
consumes:
- multipart/form-data
parameters:
- in: formData
name: file
type: file
required: true
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description: File to translate
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- in: formData
name: source
schema:
type: string
example: en
required: true
description: Source language code
- in: formData
name: target
schema:
type: string
example: es
required: true
description: Target language code
- in: formData
name: api_key
schema:
type: string
example: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
required: false
description: API key
responses:
200:
description: Translated file
schema:
id: translate-file
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type: object
properties:
translatedFileUrl:
type: string
description: Translated file url
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400:
description: Invalid request
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
500:
description: Translation error
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
429:
description: Slow down
schema:
id: error-slow-down
type: object
properties:
error:
type: string
description: Reason for slow down
403:
description: Banned
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
"""
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if args.disable_files_translation:
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abort(403, description=_("Files translation are disabled on this server."))
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source_lang = request.form.get("source")
target_lang = request.form.get("target")
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file = request.files['file']
if not file:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='file'))
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if not source_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='source'))
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if not target_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='target'))
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if file.filename == '':
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abort(400, description=_("Invalid request: empty file"))
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if os.path.splitext(file.filename)[1] not in frontend_argos_supported_files_format:
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abort(400, description=_("Invalid request: file format not supported"))
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source_langs = [source_lang]
src_langs = [next(iter([l for l in languages if l.code == source_lang]), None) for source_lang in source_langs]
for idx, lang in enumerate(src_langs):
if lang is None:
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abort(400, description=_("%(lang)s is not supported", lang=source_langs[idx]))
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tgt_lang = next(iter([l for l in languages if l.code == target_lang]), None)
if tgt_lang is None:
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abort(400, description=_("%(lang)s is not supported", lang=target_lang))
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try:
filename = str(uuid.uuid4()) + '.' + secure_filename(file.filename)
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filepath = os.path.join(get_upload_dir(), filename)
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file.save(filepath)
translated_file_path = argostranslatefiles.translate_file(src_langs[0].get_translation(tgt_lang), filepath)
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translated_filename = os.path.basename(translated_file_path)
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return jsonify(
{
"translatedFileUrl": url_for('Main app.download_file', filename=translated_filename, _external=True)
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}
)
except Exception as e:
abort(500, description=e)
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@bp.get("/download_file/<string:filename>")
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def download_file(filename: str):
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"""
Download a translated file
"""
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if args.disable_files_translation:
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abort(400, description=_("Files translation are disabled on this server."))
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filepath = os.path.join(get_upload_dir(), filename)
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try:
checked_filepath = security.path_traversal_check(filepath, get_upload_dir())
if os.path.isfile(checked_filepath):
filepath = checked_filepath
except security.SuspiciousFileOperation:
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abort(400, description=_("Invalid filename"))
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return_data = io.BytesIO()
with open(filepath, 'rb') as fo:
return_data.write(fo.read())
return_data.seek(0)
download_filename = filename.split('.')
download_filename.pop(0)
download_filename = '.'.join(download_filename)
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return send_file(return_data, as_attachment=True, download_name=download_filename)
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@bp.post("/detect")
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@access_check
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def detect():
"""
Detect the language of a single text
---
tags:
- translate
parameters:
- in: formData
name: q
schema:
type: string
example: Hello world!
required: true
description: Text to detect
- in: formData
name: api_key
schema:
type: string
example: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
required: false
description: API key
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responses:
200:
description: Detections
schema:
id: detections
type: array
items:
type: object
properties:
confidence:
type: number
format: float
minimum: 0
maximum: 1
description: Confidence value
example: 0.6
language:
type: string
description: Language code
example: en
400:
description: Invalid request
schema:
id: error-response
type: object
properties:
error:
type: string
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description: Error message
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500:
description: Detection error
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
429:
description: Slow down
schema:
id: error-slow-down
type: object
properties:
error:
type: string
description: Reason for slow down
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403:
description: Banned
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
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"""
if request.is_json:
json = get_json_dict(request)
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q = json.get("q")
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else:
q = request.values.get("q")
if not q:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='q'))
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return jsonify(detect_languages(q))
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@bp.route("/frontend/settings")
@limiter.exempt
def frontend_settings():
"""
Retrieve frontend specific settings
---
tags:
- frontend
responses:
200:
description: frontend settings
schema:
id: frontend-settings
type: object
properties:
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charLimit:
type: integer
description: Character input limit for this language (-1 indicates no limit)
frontendTimeout:
type: integer
description: Frontend translation timeout
apiKeys:
type: boolean
description: Whether the API key database is enabled.
keyRequired:
type: boolean
description: Whether an API key is required.
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suggestions:
type: boolean
description: Whether submitting suggestions is enabled.
supportedFilesFormat:
type: array
items:
type: string
description: Supported files format
language:
type: object
properties:
source:
type: object
properties:
code:
type: string
description: Language code
name:
type: string
description: Human-readable language name (in English)
target:
type: object
properties:
code:
type: string
description: Language code
name:
type: string
description: Human-readable language name (in English)
"""
target_lang = frontend_argos_language_target()
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return jsonify(
{
"charLimit": args.char_limit,
"frontendTimeout": args.frontend_timeout,
"apiKeys": args.api_keys,
"keyRequired": bool(args.api_keys and args.require_api_key_origin),
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"suggestions": args.suggestions,
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"filesTranslation": not args.disable_files_translation,
"supportedFilesFormat": [] if args.disable_files_translation else frontend_argos_supported_files_format,
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"language": {
"source": {
"code": frontend_argos_language_source.code,
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"name": _lazy(frontend_argos_language_source.name),
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},
"target": {
"code": target_lang.code,
"name": _lazy(target_lang.name),
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},
},
}
)
2020-12-20 20:05:22 +00:00
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@bp.post("/suggest")
@access_check
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def suggest():
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"""
Submit a suggestion to improve a translation
---
tags:
- feedback
parameters:
- in: formData
name: q
schema:
type: string
example: Hello world!
required: true
description: Original text
- in: formData
name: s
schema:
type: string
example: ¡Hola mundo!
required: true
description: Suggested translation
- in: formData
name: source
schema:
type: string
example: en
required: true
description: Language of original text
- in: formData
name: target
schema:
type: string
example: es
required: true
description: Language of suggested translation
responses:
200:
description: Success
schema:
id: suggest-response
type: object
properties:
success:
type: boolean
description: Whether submission was successful
403:
description: Not authorized
schema:
id: error-response
type: object
properties:
error:
type: string
description: Error message
"""
if not args.suggestions:
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abort(403, description=_("Suggestions are disabled on this server."))
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q = request.values.get("q")
s = request.values.get("s")
source_lang = request.values.get("source")
target_lang = request.values.get("target")
if not q:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='q'))
if not s:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='s'))
if not source_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='source'))
if not target_lang:
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abort(400, description=_("Invalid request: missing %(name)s parameter", name='target'))
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SuggestionsDatabase().add(q, s, source_lang, target_lang)
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return jsonify({"success": True})
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app = Flask(__name__)
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app.config["SESSION_TYPE"] = "filesystem"
app.config["SESSION_FILE_DIR"] = os.path.join("db", "sessions")
Session(app)
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if args.debug:
app.config["TEMPLATES_AUTO_RELOAD"] = True
if args.url_prefix:
app.register_blueprint(bp, url_prefix=args.url_prefix)
else:
app.register_blueprint(bp)
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limiter.init_app(app)
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swag = swagger(app)
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swag["info"]["version"] = get_version()
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swag["info"]["title"] = "LibreTranslate"
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@app.route(API_URL)
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@limiter.exempt
def spec():
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return jsonify(lazy_swag(swag))
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app.config["BABEL_TRANSLATION_DIRECTORIES"] = 'locales'
2023-01-04 17:15:18 +00:00
babel = Babel(app)
@babel.localeselector
def get_locale():
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override_lang = request.headers.get('X-Override-Accept-Language')
if override_lang and override_lang in get_available_locale_codes():
return override_lang
return session.get('preferred_lang', request.accept_languages.best_match(get_available_locale_codes()))
2023-01-04 17:15:18 +00:00
2023-01-04 22:54:07 +00:00
app.jinja_env.globals.update(_e=gettext_escaped, _h=gettext_html)
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2020-12-20 20:05:22 +00:00
# Call factory function to create our blueprint
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swaggerui_blueprint = get_swaggerui_blueprint(SWAGGER_URL, API_URL)
2022-12-31 04:23:50 +00:00
if args.url_prefix:
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app.register_blueprint(swaggerui_blueprint, url_prefix=SWAGGER_URL)
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else:
app.register_blueprint(swaggerui_blueprint)
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2020-12-20 23:17:06 +00:00
return app