Пример #1
0
def register():

    form = RegisterForm(request.form)

    msg = None

    if 'username' in session:
        return redirect(url_for('index_admin'))

    if request.method == 'GET':
        return render_template('admin/pages/register.html', form=form, msg=msg)

    if form.validate_on_submit():
        username = request.form['username']
        password = request.form['password']
        modeluser = Model()
        account = modeluser.validate_account(username)

        if account:
            msg = "Username is exist. Please try other username."

            return render_template('admin/pages/register.html',
                                   form=form,
                                   msg=msg)

        else:
            modeluser.save_account(username, password)

            return redirect(url_for('login'))

    else:
        msg = 'Input error'

    return render_template('admin/pages/register.html', form=form, msg=msg)
Пример #2
0
def table_cluster():

    if request.data:
        username = json.loads(request.data).get('username')

        try:
            if session['username'] == username:
                modelcluster = Model()
                result = modelcluster.select_cluster()
                data = {}
                data.setdefault('data', result)

                modelcluster.close_connection()

                return jsonify(data)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #3
0
def teacher_detail(t_id, school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    model = Model()
    timestamp = datetime.now()
    if request.method == 'GET':
        teacher = model.get_teacher_detail(t_id)
        ip = request.remote_addr
        if not teacher:
            return render_template('404.html', timestamp=timestamp)
        cmts = model.get_teacher_cmts(teacher.id)
        pop_cmts = order_cmts_by_up_vote(cmts) if cmts else []
        new_cmts = order_cmts_by_time(cmts) if cmts else []
        pop_cmts = get_unique_cmts(pop_cmts)
        new_cmts = get_unique_cmts(new_cmts)
        pop_cmts_methods = [model.get_vote_method(ip, cmt.id) for cmt in pop_cmts]
        new_cmts_methods = [model.get_vote_method(ip, cmt.id) for cmt in new_cmts]
        return render_template('info.html', teacher=teacher, pop_cmts=pop_cmts,
                               new_cmts=new_cmts, pop_cmts_methods=pop_cmts_methods,
                               new_cmts_methods=new_cmts_methods, timestamp=timestamp)

    if request.method == 'POST':
        # 添加关于这个教师的评论
        ip = request.remote_addr
        content = request.form['content'].strip(' ')
        if len(content) > 340:
            return 'long'  # content longer than 340
        point = request.form['point']
        point = int(point)
        current_time = datetime.now()
        res = model.add_cmt(content, current_time, point, t_id, ip)
        if not res:
            return 'not exist'  # teacher not exist
        return 'ok'
Пример #4
0
def delete_keyword():

    if request.data:
        username = json.loads(request.data).get('username')
        keyword = json.loads(request.data).get('keyword')

        try:
            if session['username'] == username:
                modeltwitter = Model()
                result = modeltwitter.delete_keyword_twitter(keyword)
                data = {}
                data.setdefault('succes', True)

                modeltwitter.close_connection()

                return jsonify(data)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #5
0
def edit_kbba():
    if request.data:
        username = json.loads(request.data).get('username')
        alay_before = json.loads(request.data).get('alay_before')
        alay_after = json.loads(request.data).get('alay_after')
        baku_before = json.loads(request.data).get('baku_before')
        baku_after = json.loads(request.data).get('baku_after')

        try:
            if session['username'] == username:
                modelkbba = Model()
                result = modelkbba.edit_kbba(alay_after, baku_after,
                                             alay_before, baku_before)
                modelkbba.close_connection()

                return jsonify(result)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #6
0
def visualitation():

    if 'username' not in session:
        return redirect(url_for('login'))
    modeltraining = Model()
    list_keyword = modeltraining.select_model_keyword()
    modeltraining.close_connection()
    return render_template('admin/pages/visualitation.html',
                           keyword=list_keyword,
                           username=session['username'])
Пример #7
0
def cmt_detail(cmt_id, school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    model = Model()
    timestamp = datetime.now()
    ip = request.remote_addr
    cmt = model.get_cmt_by_id(cmt_id)
    if not cmt:
        abort(404)
    method = model.get_vote_method(ip, cmt_id)
    teacher_id = model.get_teacher_by_cmt_id(cmt_id)
    return render_template('comment.html', cmt=cmt, method=method, teacher_id=teacher_id, timestamp=timestamp)
Пример #8
0
def backgroundprocess_training(username,
                               keyword,
                               centroid,
                               cluster,
                               iteration,
                               k=3):
    model_vocabulary = Model()
    total_tweets, data = model_vocabulary.select_data_training(keyword)
    list_id = [x['id'] for x in data]
    list_preprocessing = [x['tfidf'] for x in data]
    kmeans = KMeans(model_vocabulary)
    status = kmeans.fit(keyword, list_id, centroid, cluster,
                        list_preprocessing, total_tweets, k, iteration)
    chache[username]['statustraining'] = status
Пример #9
0
def add_teacher(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    timestamp = datetime.now()
    if request.method == 'GET':
        m = Model()
        depts = m.get_dept_lst()
        depts = m.get_dept_list_new()
        school_name = app.config['SCHOOL_REL'][school]
        # print school_name
        return render_template('add.html', depts=depts, timestamp=timestamp, school=school_name)
    if request.method == 'POST':
        name = request.form['name']
        name = name.strip(' ')
        if name == '':
            return 'name invalid'
        school = request.form['school']
        dept_id = request.form['dept_name']
        m = Model()
        t_id = m.teacher_exist(name, school, dept_id)
        if t_id:
            return 'teacher exists'
        else:
            m.add_teacher(name, school, dept_id)
            t_id = m.teacher_exist(name, school, dept_id)  # 获得新插入老师id
            print request.remote_addr
            return str(t_id)
Пример #10
0
def search_teacher(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    model = Model()
    timestamp = datetime.now()
    name = request.args.get('search-content', '')
    name = name.strip(' ')
    # 当作姓名搜索
    teachers_by_name = model.get_teachers_by_name(name)
    # 当作院系搜索
    teachers_by_dept = model.get_teacher_by_dept_name(name)
    teachers_by_dept = order_teacher_by_cmt_num(teachers_by_dept)
    teachers = teachers_by_dept + teachers_by_name
    return render_template('result.html', teachers=teachers,
                           timestamp=timestamp)
Пример #11
0
def books_list():
    # 获取关键字
    keywords = request.args.get('keywords', None)
    if keywords:
        print("有keywords:")
        print(keywords)
        # 搜素书籍信息
        data = Model().query('select * from wxapp.books where title like "' +
                             keywords + '"')
    else:
        # 获取当前所有书籍信息,并返回json数据
        data = Model().query('select * from wxapp.books')
        print(data)

    return jsonify(data)
Пример #12
0
    def crawling(self, keyword, startdate, enddate, maxtweet):
        model_crawling = Model()

        if startdate and enddate and maxtweet > 0:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setSince(startdate).setUntil(enddate).setMaxTweets(
                    maxtweet)

        elif startdate and enddate and maxtweet < 1:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setSince(startdate).setUntil(enddate)

        elif startdate and not enddate and maxtweet > 0:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setSince(startdate).setMaxTweets(maxtweet)

        elif enddate and not startdate and maxtweet > 0:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setUntil(startdate).setMaxTweets(maxtweet)

        elif startdate and not enddate and maxtweet < 1:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setUntil(startdate)

        elif enddate and not startdate and maxtweet < 1:

            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(
                keyword).setUntil(startdate)

        else:
            print(keyword, startdate, enddate, maxtweet)
            tweetCriteria = got.manager.TweetCriteria().setQuerySearch(keyword)

        tweets = got.manager.TweetManager.getTweets(tweetCriteria)

        for tweet in tweets:
            content = tweet.text
            content = content.strip()
            tweetdate = tweet.date
            isnews = self.check_isnews(content)

            if not isnews:
                model_crawling.save_tweet(content, keyword, tweetdate)
Пример #13
0
def create_model():
    form = Form(request.form)
    del form.delete

    if request.method == 'POST' and form.validate():
        new_el = Model()
        for field in form:
            if field.type == "SubmitField":
                continue

            if field.data == "":
                continue

            setattr(new_el, field.name.lower(), field.data)

        db_session.add(new_el)
        try:
            db_session.commit()
        except (sqlalchemy.exc.IntegrityError,
                sqlalchemy.orm.exc.FlushError) as e:
            flash(str(e), "danger")

        return redirect(url_for(".view_all"))

    return render_template("form_view.html", title=title, form=form)
Пример #14
0
    def test_add_model_and_create_organism(self):
        organism_name = 'E coli'
        model_name = 'E coli - test'
        model_strain = 'MG16555'
        model_comments = 'just testing'

        organism = Organism.query.filter_by(name=organism_name).first()
        if not organism:
            organism = Organism(name=organism_name)
            db.session.add(organism)

        model = Model(name=model_name,
                      organism_name=organism_name,
                      strain=model_strain,
                      comments=model_comments)

        db.session.add(model)
        organism.add_model(model)
        db.session.commit()

        self.assertEqual(organism.query.first().name, organism_name)
        self.assertEqual(organism.models.first().name, model_name)
        self.assertEqual(model.query.first().name, model_name)
        self.assertEqual(model.query.first().strain, model_strain)
        self.assertEqual(model.query.first().comments, model_comments)
Пример #15
0
    def test_add_model_for_existing_organism(self):
        organism_name = 'E coli'
        model_name = 'E coli - test'
        model_strain = 'MG16555'
        model_comments = 'just testing'

        organism = Organism(name=organism_name)
        db.session.add(organism)
        db.session.commit()

        self.assertEqual(organism.query.first().name, organism_name)
        self.assertEqual(organism.query.first().models.count(), 0)

        model = Model(name=model_name,
                      organism_name=organism_name,
                      strain=model_strain,
                      comments=model_comments)

        db.session.add(model)
        organism.add_model(model)
        db.session.commit()

        self.assertEqual(organism.query.first().models.count(), 1)
        self.assertEqual(organism.query.first().models[0].name, model_name)
        self.assertEqual(model.query.first().name, model_name)
        self.assertEqual(model.query.first().strain, model_strain)
        self.assertEqual(model.query.first().comments, model_comments)
        self.assertEqual(model.query.first().organism.name, organism_name)
Пример #16
0
def add_models():
    model_list = [('E. coli - iteration 1', 'E. coli', 'MG16555'),
                  ('E. coli - iteration 2', 'E. coli', 'MG16555')]

    for name, organism_name, strain in model_list:
        model = Model(name=name, organism_name=organism_name, strain=strain)
        db.session.add(model)
    db.session.commit()
Пример #17
0
def get_borrow():
    # 获取用户id
    userid = request.args.get('userid')
    # 获取当前用户的借阅信息
    sql = 'select bw.*,books.title,books.pic_url,books.author,books.price,books.publisher from borrow as bw inner join books on bw.book_isbn = books.isbn13 where bw.user_id = {user_id}'.format(
        user_id=userid)
    res = Model().query(sql)
    return jsonify(res)
Пример #18
0
def register():
    # 获取 code
    code = request.args.get('code')
    # 向微信服务器发请求 获取 openid
    # GET
    wxurl = '''
    https://api.weixin.qq.com/sns/jscode2session?appid={APPID}&secret={SECRET}&js_code={JSCODE}&grant_type=authorization_code
    '''.format(APPID=app.config['APPID'],
               SECRET=app.config['SECRET'],
               JSCODE=code)
    # 向微信服务器发起请求,获取openid
    req = urllib.request.urlopen(url=wxurl)
    # 获取接口响应的内容
    content = req.read()
    resdata = json.loads(content.decode('utf-8'))

    # {'session_key': 'B4RnIIYNQNPa3+hCWexeYg==',
    # 'openid': 'oo-ye4riGgJLZzdLA6cZu-3f8o-E'}

    # 判断openid是否存在
    print('-' * 50)
    print(resdata)
    print('-' * 50)
    sql = 'select * from users where openid="{}"'.format(resdata['openid'])
    fromres = Model().query(sql)
    if fromres:
        # 存在,则返回
        return jsonify({'msg': '用户已经存在', 'code': fromres[0]['id']})

    # 不存在,则添加
    # 接收数据
    userdata = json.loads(request.args.get('userinfo'))
    userdata['openid'] = resdata['openid']
    # 设置注册时间
    userdata['addtime'] = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
    # 执行数据的添加
    sql = '''
        insert into users values(
        null,"{nikeName}","{avatarUrl}",
        "{username}","{bumen}","{phone}",
        "{openid}","{addtime}")
        '''.format(**userdata)
    # 执行添加,并获取最后的id
    userid = Model().exec(sql)
    # 返回json数据
    return jsonify({'code': userid, 'msg': 'ok'})
Пример #19
0
def training():

    if 'username' not in session:
        return redirect(url_for('login'))

    if chache[session['username']]['statustraining'] == 0 and session[
            'process_training']:
        session['process_training'].remove(1)
        session.modified = True

    modellabel = Model()
    emoticon = modellabel.select_label()
    modellabel.close_connection()

    return render_template('admin/pages/training.html',
                           username=session['username'],
                           training=session['process_training'],
                           emoticon=emoticon)
Пример #20
0
def check_min_max_tweet():

    if request.data:
        username = json.loads(request.data).get('username')
        keyword = json.loads(request.data).get('keyword')

        try:
            if session['username'] == username:
                modeltwitter = Model()
                dict_result = modeltwitter.select_min_max_tweet(keyword)
                modeltwitter.close_connection()
                return jsonify(dict_result)

            else:
                return redirect(url_for('login'))
        except Exception as error:
            print(error)
            return redirect(url_for('login'))
    else:
        return redirect(url_for('login'))
Пример #21
0
def table_preprocessing_keyword():

    if request.data:
        username = json.loads(request.data).get('username')
        keyword = json.loads(request.data).get('keyword')

        try:
            if session['username'] == username:
                modeltwitter = Model()
                data_preprocessing = modeltwitter.select_keyword_not_preprocessing(
                    keyword)
                modeltwitter.close_connection()
                # backgroundprocess_preprocessing(keyword, data_preprocessing, username)
                worker = threading.Thread(
                    target=backgroundprocess_preprocessing,
                    args=(
                        keyword,
                        data_preprocessing,
                        username,
                    ))
                worker.daemon = True
                worker.start()

                chache[session['username']]['statuspreprocessing'] = 1
                data = {}
                data['statuspreprocessing'] = chache[
                    session['username']]['statuspreprocessing']
                session['process_preprocessing'].append(1)
                session.modified = True

                return jsonify(data)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #22
0
 def resolve(self, model):
     model.save(self.file_path)
     Model({
         'name': self.name,
         'model_path': self.file_path,
         'status': ModelStatus.ENABLE,
         'user_id': self.user_id,
         'module': model.__module__,
         'method': model.__class__.__name__,
         'project_id': self.project_id
     }).create()
     return model
Пример #23
0
def delete_stopword():
    if request.data:
        username = json.loads(request.data).get('username')
        word = json.loads(request.data).get('word')

        try:
            if session['username'] == username:
                modelstopword = Model()
                result = modelstopword.delete_stopword(word)
                modelstopword.close_connection()

                return jsonify(result)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #24
0
def delete_label():
    if request.data:
        username = json.loads(request.data).get('username')
        id_label = json.loads(request.data).get('id_label')

        try:
            if session['username'] == username:
                modellabel = Model()
                result = modellabel.delete_label(id_label)
                modellabel.close_connection()

                return jsonify(result)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #25
0
def classifier():
    form = ClassifierForm()
    dataset = Dataset.query.all()[-1]

    if request.method == 'POST' and form.validate_on_submit():
        logger.info(f'preprocessing: {form.preprocessing.data}, '
                    f'classifiers: {form.classifiers.data[0]} '
                    f'features: {form.features.data}')
        session['last_models'] = list()

        for clf_pk in form.classifiers.data:
            clf = Classifier.query.get(clf_pk)
            pre = Preprocessing.query.get(form.preprocessing.data)
            dt = datetime.now(timezone('America/Sao_Paulo'))
            model = Model(file=' ',
                          datetime=dt,
                          dataset_id=dataset.id,
                          classifier_id=clf.id,
                          preprocessing_id=form.preprocessing.data)

            for feat_pk in form.features.data:
                model.features.append(Feature.query.get(feat_pk))
            db.session.add(model)
            db.session.commit()

            # committing the model to get the pk.
            model.file = (f'{model.id}_'
                          f'{"-".join(clf.name.lower().split(" "))}_'
                          f'{"-".join(pre.name.lower().split(" "))}_'
                          f'{dt.strftime("%Y%m%d%H%M%S")}')
            db.session.add(model)
            db.session.commit()

            session['last_models'].append(model.id)
            logger.info(f'last_models: {session["last_models"]}')

        return redirect(url_for('setting.result'))
    return render_template('setting/classifier.html', form=form)
Пример #26
0
def login():

    form = LoginForm(request.form)
    msg = None

    if 'username' in session:
        return redirect(url_for('index_admin'))

    if form.validate_on_submit():
        username = request.form['username']
        password = request.form['password']
        modeluser = Model()
        account = modeluser.authethiaction_login(username, password)

        if account:
            dictperson = {}
            username_session = account['username']
            session['username'] = username_session
            session['process_crawling'] = []
            session['process_preprocessing'] = []
            session['process_training'] = []
            dictperson['statuscrawling'] = 0
            dictperson['statuspreprocessing'] = 0
            dictperson['statustraining'] = 0
            chache[username_session] = dictperson

            return redirect(url_for('index_admin'))

        else:
            msg = "Wrong user or password. Please try again."

    elif 'username' not in session:
        return render_template('admin/pages/login.html', form=form, msg=msg)

    else:
        msg = 'Input error'

    return render_template('admin/pages/login.html', form=form, msg=msg)
Пример #27
0
def books_add():
    # 判断当前的请求方式
    if request.method == 'GET':
        # 显示添加的表单
        return render_template('books/add.html')
    else:
        # 接受表单数据
        data = request.form.to_dict()
        # print(data)

        # 判断是否上传了封面图
        myfile = request.files.get('pic')
        # print(app.config['UP_DIR'])
        if myfile :
            # 执行文件的上传操作
            Suffix = myfile.filename.split('.').pop() # 1.jpg
            filename = str(time.time())+str(random.randint(10000,99999))+'.'+Suffix
            myfile.save(app.config["UP_DIR"]+ filename)
            data['pic_url'] = filename
        else:
            # 判断是否右隐藏域传递了豆瓣的远程图片
            imgurl = request.form.get('doubanimage',None)
            if not imgurl:
                return '<script>alert("请选择图书的封面图");history.back(-1);</script>'

            # 把远程的图片下载到本地服务器中 存储
            Suffix = imgurl.split('.').pop()
            filename = str(time.time())+str(random.randint(10000,99999))+'.'+Suffix
            urllib.request.urlretrieve(imgurl,app.config["UP_DIR"]+filename)
            data['pic_url'] = filename
            data.pop('doubanimage')
        # return ''

        data['addtime'] = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
        # 执行数据的添加
        sql = '''
        insert into books values(
        null,"{title}","{author}","{pic_url}"
        ,"{price}","{publisher}","{isbn13}","{summary}"
        ,"{catalog}","{pubdate}","{author_intro}"
        ,"{status}","{num}","{addtime}"
        )
        '''.format(**data)
        res = Model().exec(sql)
        print(sql)
        print(res)
        if res :
            return '<script>alert("添加成功");location.href="'+url_for('admin.books_index')+'"</script>'
        
        return '<script>alert("添加失败");location.href="'+url_for('admin.books_add')+'"</script>'
Пример #28
0
def delete_kbba():
    if request.data:
        username = json.loads(request.data).get('username')
        alay = json.loads(request.data).get('alay')
        baku = json.loads(request.data).get('baku')

        try:
            if session['username'] == username:
                modelkbba = Model()
                result = modelkbba.delete_kbba(alay, baku)
                modelkbba.close_connection()

                return jsonify(result)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #29
0
def visualitation_show():

    if request.data:
        username = json.loads(request.data).get('username')
        keyword = json.loads(request.data).get('keyword')

        try:
            if session['username'] == username:
                modelcluster = Model()
                data = modelcluster.select_cluster_plot(keyword)
                modelcluster.close_connection()

                return jsonify(data)

            else:
                return redirect(url_for('login'))

        except Exception as error:
            print(error)
            return redirect(url_for('login'))

    else:
        return redirect(url_for('login'))
Пример #30
0
    def find(query,
             sortingAttr="_id",
             sortOrder=1,
             pageNumber=1,
             type=QuestionType.SOC,
             numberOfPages=None):
        db = getDb()
        collectionName = getCollectionName(type)
        db[collectionName].create_index([("body", "text")])

        return Model.find(collectionName,
                          query,
                          sortingAttr,
                          sortOrder,
                          pageNumber,
                          numberOfPages=numberOfPages)
Пример #31
0
def vote_cmt(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    cmt_id = request.args.get("cmt_id", 0)
    method = request.args.get("method", "error")
    # 获取用户ip,每个ip只能投一票
    ip = request.remote_addr
    model = Model()
    if model.ip_exist(ip, cmt_id):
        return 'already voted'
    model.add_ip(ip, cmt_id, method)
    cmt = model.get_cmt_by_id(cmt_id)
    if not cmt:
        return 'comment not exist'
    model.change_vote(method, cmt)
    return "ok"
Пример #32
0
def create_model():
  user = get_user(request)
  try:
    model = Model(name=request.get_json()['name'], user=user)

    for f in request.get_json()['fields']:
      field = Field(name=f['name'], model=model, data_type=f['data_type'])
      field.parent_node = f['parent_node'] if 'parent_node' in f else None
      model.fields.append(field)

    db.session.add(model)
    db.session.commit()
    query = Model.query.get(model.id)
    return jsonify(ModelSchema().dump(query).data), 201
  except sqlalchemy.exc.SQLAlchemyError as e:
    db.session.rollback()
    return jsonify({"error": str(e)}), 401
Пример #33
0
    def __init__(self, models_cfg):
        self._models = {}
        self._default_model_name = models_cfg[0]['model']
        self._G = nx.DiGraph()
        for cfg in models_cfg:
            if not isinstance(cfg['source'], list) or not isinstance(
                    cfg['target'], list):
                log.error("Error in config source and target must be lists")
                import sys
                sys.exit(1)
            model = Model.create(cfg)
            if model.model in self._models:
                log.error("Model names should be unique")
                import sys
                sys.exit(1)
            self._models[model.model] = model
            if cfg.get('default'):
                _default_model_name = cfg['model']

            if cfg.get('include_in_graph', True):
                flip_src_tgt = cfg.get('target_to_source', False)
                for src_lang in cfg['source']:
                    for tgt_lang in cfg['target']:
                        # This will keep only the last model
                        self._G.add_edge(src_lang, tgt_lang, cfg=model)
                        if flip_src_tgt:
                            self._G.add_edge(tgt_lang, src_lang, cfg=model)

        # There may be more than one shortest path between source and target; this returns only one
        self._shortest_path = nx.shortest_path(self._G)
        _directions = []
        self._src_tgt = {}
        self._tgt_src = {}
        for item in self._shortest_path.items():
            u = item[0]
            for v in item[1].keys():
                if u != v:
                    display = '{}->{}'.format(to_name(u), to_name(v))
                    _directions.append((u, v, display))
                    targets = get_or_create(self._src_tgt, u)
                    targets.append(v)
                    sources = get_or_create(self._tgt_src, v)
                    sources.append(u)
        self._directions = sorted(_directions, key=lambda x: x[2])
Пример #34
0
def add_random_models(
    user_id: int = None, project_id: int = None, count: int = 25
) -> None:
    users = User.query.all()
    projects = Project.query.all()
    for i in range(count):
        name = get_random_name(separator=" ")
        number = randint(10, 50)

        # if given, assign the user
        selected_user_id = choice(users).id
        if user_id != None:
            selected_user_id = user_id

        selected_project_id = choice(projects).id
        # if given, assign the project
        if project_id != None:
            selected_project_id = project_id

        print(
            f"#{i+1} Adding model `{name}` to project_id {selected_project_id} with user_id {selected_user_id}"
        )

        hyperparameters = get_random_dictionary(10, 20)
        parameters = get_random_dictionary(10, 100)
        metrics = get_random_dictionary(5, 15)

        new_model = Model(
            user_id=selected_user_id,
            project_id=selected_project_id,
            hyperparameters=hyperparameters,
            parameters=parameters,
            metrics=metrics,
            name=f"Randomized: {name}",
            path=uuid.uuid4(),
            dataset_name=f"Random dataset #{number}",
            dataset_description=DESCRIPTION,
            git_active_branch="develop",
            git_commit_hash="29ea5f511668248ea7ffe229c0f09992aaa6b382",
            private=False,
        )
        db.session.add(new_model)
    db.session.commit()
Пример #35
0
def books_borrow():
    # 接受数据
    data = request.args.to_dict()

    # 先检测当前图书的数量
    selsql = 'select num from books where isbn13 = ' + data['book_isbn']
    selres = Model().query(selsql)
    if selres[0]['num'] <= 0:
        return jsonify({'msg': '当前图书已经被借阅,只能预约', 'error': 1})

    data['addtime'] = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
    data['status'] = 0
    # 执行数据的创建
    print('执行数据的创建')
    sql = 'insert into borrow values(null,"{book_isbn}",{user_id},"{addtime}",{status})'.format(
        **data)

    # # 修改图书的可借阅的数量
    upsql = 'update books set num = num-1 where isbn13 = ' + data['book_isbn']

    import pymysql
    # 打开数据库连接
    db = pymysql.connect("localhost", "root", "", "wxapp")
    # 使用cursor()方法获取操作游标
    cursor = db.cursor()
    # SQL 插入语句
    try:
        # 执行sql语句
        cursor.execute(sql)
        cursor.execute(upsql)
        # 提交到数据库执行
        db.commit()
        resdata = {'msg': 'ok', 'error': 0}
    except:
        # 如果发生错误则回滚
        db.rollback()
        resdata = {'msg': '执行错误', 'error': 2}

    # 关闭数据库连接
    db.close()

    return jsonify(resdata)
Пример #36
0
def delete_user(key):
    user = User.query.get(key)
    Model.delete(user)
    return 'success'
Пример #37
0
def get_random_teacher(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    wechat = app.config['WECHAT_REL'][school]
    return render_template('index.html', teachers=Model.get_random_teacher(), wechat=wechat)
Пример #38
0
def pop(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    teachers = Model.get_pop_teachers(20)
    return render_template("pop.html", teachers=teachers)
Пример #39
0
def low(school):
    app.config['SQLALCHEMY_DATABASE_URI'] = app.config['SQLALCHEMY_DATABASE_URI_BASE'] + school
    teachers = Model.get_low_score_teachers(20)
    return render_template("low.html", teachers=teachers)