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How to use clear_caches method in dbt-osmosis

Best Python code snippet using dbt-osmosis_python

res_user.py

Source:res_user.py

...7    website_page_ids = fields.Many2many('website.page', 'user_website_page_rel', 'user_id', 'page_id',8                                        string='Page To Hide', help='Select Page To Hide From This User')9    @api.model10    def create(self, values):11        self.env['website.menu'].clear_caches()12        self.env['website.page'].clear_caches()13        return super(Users, self).create(values)14    def write(self, values):15        self.env['website.menu'].clear_caches()16        self.env['website.page'].clear_caches()17        return super(Users, self).write(values)18class WebsiteMenu(models.Model):19    _inherit = 'website.menu'20    hide_user_ids = fields.Many2many('res.users', 'user_website_menu_rel', 'menu_id', 'user_id',21                                     string='Hide From Users', help='Select User To Hide This Menu')22    hide_group_ids = fields.Many2many('res.groups', 'group_website_menu_rel', 'menu_id', 'group_id',23                                      string='Hide From Groups', help='Select Groups To Hide This Menu')24    @api.model25    def create(self, values):26        self.env['website.menu'].clear_caches()27        self.env['website.page'].clear_caches()28        return super(WebsiteMenu, self).create(values)29    def write(self, values):30        self.env['website.menu'].clear_caches()31        self.env['website.page'].clear_caches()32        return super(WebsiteMenu, self).write(values)33class WebsitePage(models.Model):34    _inherit = 'website.page'35    hide_user_ids = fields.Many2many('res.users', 'user_website_page_rel', 'page_id', 'user_id', string='Hide From Users')36    hide_group_ids = fields.Many2many('res.groups', 'group_website_page_rel', 'page_id', 'group_id', string='Hide From Groups')37    @api.model38    def create(self, values):39        self.env['website.menu'].clear_caches()40        self.env['website.page'].clear_caches()41        return super(WebsitePage, self).create(values)42    def write(self, values):43        self.env['website.menu'].clear_caches()44        self.env['website.page'].clear_caches()45        return super(WebsitePage, self).write(values)46class ResGroups(models.Model):47    _inherit = 'res.groups'48    hide_menu_ids = fields.Many2many('website.menu', 'group_website_menu_rel', 'group_id', 'menu_id', string='Menu To Hide')49    hide_page_ids = fields.Many2many('website.page', 'group_website_page_rel', 'group_id', 'page_id', string='Page To Hide')50    @api.model51    def create(self, values):52        self.env['website.menu'].clear_caches()53        self.env['website.page'].clear_caches()54        return super(ResGroups, self).create(values)55    def write(self, values):56        self.env['website.menu'].clear_caches()57        self.env['website.page'].clear_caches()58        return super(ResGroups, self).write(values)59class WebsiteHideMenuPageSetting(models.Model):60    _name = 'website.hide.menu.page.setting'61    _description = 'Website Hide Menu Page Setting'62    name = fields.Char()63    internal_menu_hide = fields.Many2many('website.menu', 'internal_user_menu_rel', 'generic_setting_id', 'user_id',64                                          string='Hide Menu From All Internal Users')65    internal_page_hide = fields.Many2many('website.page', 'internal_user_page_rel', 'generic_setting_id', 'user_id',66                                          string='Hide Page From All Internal Users')67    portal_menu_hide = fields.Many2many('website.menu', 'portal_user_menu_rel', 'generic_setting_id', 'user_id',68                                        string='Hide Menu From Portal Users')69    portal_page_hide = fields.Many2many('website.page', 'portal_user_page_rel', 'generic_setting_id', 'user_id',70                                        string='Hide Page From Portal Users')71    public_menu_hide = fields.Many2many('website.menu', 'public_user_menu_rel', 'generic_setting_id', 'user_id',...

test_get_pretrained_vggface_specs.py

Source:test_get_pretrained_vggface_specs.py

1from plato.tools.common.config import float_precision2from quva_code.utils.face_features import get_lab_face_vgg_features_dataset_version3from quva_code.utils.pretrained_vggface_specs import get_trained_vggface_net4import numpy as np5__author__ = 'peter'6def test_get_trained_vggface_specs(clear_caches = False):7    training_faces, training_labels, test_faces, test_labels = get_lab_face_vgg_features_dataset_version('theano_faces_numlabels', clear_caches = False)8    net = get_trained_vggface_net(clear_caches=clear_caches)9    f = net.test_call.compile(add_test_values = False)10    training_out = f(training_faces)11    test_out = f(test_faces)12    training_score = 100*np.mean(np.argmax(training_out.reshape(training_out.shape[0], -1), axis=1)==training_labels)13    test_score = 100*np.mean(np.argmax(test_out.reshape(test_out.shape[0], -1), axis=1)==test_labels)14    print 'Training score: %.3g%%' % (training_score, )15    print 'Test score: %.3g%%' % (test_score, )16    assert training_score == 10017    assert test_score == 10018    # TODO: Find out why test score is 100% when training the predictor but 93.3% here (maybe normalized outputs from fe? in training?)19def test_normalized_vggface(clear_caches = False):20    with float_precision('float32'):21        training_faces, training_labels, test_faces, test_labels = get_lab_face_vgg_features_dataset_version('theano_faces_numlabels', clear_caches = False)22        normed_training_faces = training_faces / np.mean(np.abs(training_faces))23        normed_test_faces = test_faces / np.mean(np.abs(training_faces))24        net = get_trained_vggface_net(normalize_activations=True, normalization_desired_scale=1., normalization_desired_input_scale=1., clear_caches=clear_caches)25        f = net.get_named_layer_activations.partial(test_call=True).compile(add_test_values = False)26        train_activations = f(normed_training_faces)27        test_activations = f(normed_test_faces)28        test_score = 100*np.mean(np.argmax(test_activations.values()[-1].reshape(test_activations.values()[-1].shape[0], -1), axis=1)==test_labels)29        print 'Test score: %.3g%%' % (test_score, )30        assert test_score == 10031        assert all(np.isclose(np.mean(np.abs(train_activations[layer])), 1) for layer in test_activations if layer.startswith('relu'))32if __name__ == '__main__':33    # test_get_trained_vggface_specs()...

decimal_precision.py

Source:decimal_precision.py

...16        return res[0] if res else 217    @api.model_cr18    def clear_cache(self):19        """ Deprecated, use `clear_caches` instead. """20        self.clear_caches()21    @api.model22    def create(self, data):23        res = super(DecimalPrecision, self).create(data)24        self.clear_caches()25        return res26    @api.multi27    def write(self, data):28        res = super(DecimalPrecision, self).write(data)29        self.clear_caches()30        return res31    @api.multi32    def unlink(self):33        res = super(DecimalPrecision, self).unlink()34        self.clear_caches()35        return res36class DecimalPrecisionFloat(models.AbstractModel):37    """ Override qweb.field.float to add a `decimal_precision` domain option38    and use that instead of the column's own value if it is specified39    """40    _inherit = 'ir.qweb.field.float'41    @api.model42    def precision(self, field, options=None):43        dp = options and options.get('decimal_precision')44        if dp:45            return self.env['decimal.precision'].precision_get(dp)46        return super(DecimalPrecisionFloat, self).precision(field, options=options)47class DecimalPrecisionTestModel(models.Model):48    _name = 'decimal.precision.test'...

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