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How to use bounding_box method in Playwright Python
Best Python code snippet using playwright-python
flatten_dict.py
Source:flatten_dict.py 
1fetty = {u'annotation': {u'authors': [{u'attribution': 0.4148936170212766,2 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,3 u'width': 300},4 u'url': u'https://images.rapgenius.com/avatars/medium/9b1f1163725586c1815090a72e8027e0'},5 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},6 u'url': u'https://images.rapgenius.com/avatars/thumb/9b1f1163725586c1815090a72e8027e0'},7 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},8 u'url': u'https://images.rapgenius.com/avatars/tiny/9b1f1163725586c1815090a72e8027e0'}},9 u'human_readable_role_for_display': u'Staff',10 u'id': 1964677,11 u'iq': 5405.35488334972,12 u'login': u'CalHx',13 u'name': u'CalHx',14 u'role_for_display': u'regulator',15 u'url': u'http://genius.com/CalHx'}},16 {u'attribution': 0.3191489361702128,17 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,18 u'width': 300},19 u'url': u'https://images.rapgenius.com/avatars/medium/57c8e3b3c5c76513f2204964f84d0118'},20 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},21 u'url': u'https://images.rapgenius.com/avatars/thumb/57c8e3b3c5c76513f2204964f84d0118'},22 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},23 u'url': u'https://images.rapgenius.com/avatars/tiny/57c8e3b3c5c76513f2204964f84d0118'}},24 u'human_readable_role_for_display': u'Editor',25 u'id': 465645,26 u'iq': 12080.2287908188,27 u'login': u'i_like_rap_a_lot',28 u'name': u'i_like_rap_a_lot',29 u'role_for_display': u'editor',30 u'url': u'http://genius.com/i_like_rap_a_lot'}},31 {u'attribution': 0.2021276595744681,32 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,33 u'width': 300},34 u'url': u'https://images.rapgenius.com/avatars/medium/8585c721072891b3ce0dcb2a57ef9050'},35 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},36 u'url': u'https://images.rapgenius.com/avatars/thumb/8585c721072891b3ce0dcb2a57ef9050'},37 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},38 u'url': u'https://images.rapgenius.com/avatars/tiny/8585c721072891b3ce0dcb2a57ef9050'}},39 u'human_readable_role_for_display': None,40 u'id': 1453021,41 u'iq': 35300.0792610798,42 u'login': u'YAboykiniky',43 u'name': u'YABOYNICKY',44 u'role_for_display': None,45 u'url': u'http://genius.com/YAboykiniky'}},46 {u'attribution': 0.05319148936170213,47 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,48 u'width': 300},49 u'url': u'https://images.rapgenius.com/avatars/medium/79a00299f87f0526b3fa30dc5a7ea7b0'},50 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},51 u'url': u'https://images.rapgenius.com/avatars/thumb/79a00299f87f0526b3fa30dc5a7ea7b0'},52 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},53 u'url': u'https://images.rapgenius.com/avatars/tiny/79a00299f87f0526b3fa30dc5a7ea7b0'}},54 u'human_readable_role_for_display': None,55 u'id': 1758473,56 u'iq': 365.393617427171,57 u'login': u'ITeachYa',58 u'name': u'ITeachYa',59 u'role_for_display': None,60 u'url': u'http://genius.com/ITeachYa'}},61 {u'attribution': 0.010638297872340425,62 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,63 u'width': 300},64 u'url': u'https://images.rapgenius.com/avatars/medium/fae65fdb981acb4255e2a7c9e9f4202e'},65 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},66 u'url': u'https://images.rapgenius.com/avatars/thumb/fae65fdb981acb4255e2a7c9e9f4202e'},67 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},68 u'url': u'https://images.rapgenius.com/avatars/tiny/fae65fdb981acb4255e2a7c9e9f4202e'}},69 u'human_readable_role_for_display': u'Staff',70 u'id': 343483,71 u'iq': 9341.4684630282,72 u'login': u'oppi',73 u'name': u'Oppi',74 u'role_for_display': u'regulator',75 u'url': u'http://genius.com/oppi'}}],76 u'body': {u'dom': {u'children': [{u'children': [u'Fetty enjoys how his girl watches him. It comforts him to know that she admires him from afar.'],77 u'tag': u'p'},78 u'',79 {u'children': [{u'attributes': {u'alt': u'',80 u'height': 227,81 u'src': u'https://images.rapgenius.com/d971f79ad1bf0105ee749eff5fe486dd.500x227x23.gif',82 u'width': 500},83 u'data': {u'animated': u'true',84 u'thumbnail': {u'height': 136,85 u'src': u'https://images.rapgenius.com/d971f79ad1bf0105ee749eff5fe486dd.300x136x1.jpg',86 u'width': 300}},87 u'tag': u'img'}],88 u'tag': u'p'},89 u'',90 {u'children': [u'Fetty instructs his girl on how they can get further acquainted\u2014he wants her to come closer.'],91 u'tag': u'p'},92 u'',93 {u'children': [u'Fetty fans should be familiar with this request \u2014he says it in his smash hit\xa0',94 {u'attributes': {u'href': u'http://genius.com/mecha/Fetty-wap-my-way-lyrics'},95 u'children': [u'\u201cMy Way.\u201d'],96 u'data': {u'api_path': u'/songs/653082'},97 u'tag': u'a'}],98 u'tag': u'p'},99 u'',100 {u'children': [{u'children': [{u'attributes': {u'href': u'http://genius.com/4831186'},101 u'children': [u'Baby, won\u2019t you come my way?'],102 u'data': {u'api_path': u'/referents/4831186'},103 u'tag': u'a'}],104 u'tag': u'p'}],105 u'tag': u'blockquote'}],106 u'tag': u'root'}},107 u'comment_count': 0,108 u'community': True,109 u'cosigned_by': [],110 u'current_user_metadata': {u'interactions': {u'cosign': False,111 u'pyong': False,112 u'vote': None},113 u'permissions': [u'create_comment']},114 u'id': 8426730,115 u'pinned': False,116 u'share_url': u'http://genius.com/8426730',117 u'state': u'accepted',118 u'url': u'http://genius.com/8426730/Kid-ink-promise/I-love-the-way-you-stare-at-me-when-you-look-my-way-this-is-something-you-should-hear-baby-would-you-come-my-way',119 u'verified': False,120 u'verified_by': None,121 u'votes_total': 6},122 u'referent': {u'annotatable': {u'api_path': u'/songs/2396122',123 u'client_timestamps': {u'lyrics_updated_at': 1456519684,124 u'updated_by_human_at': 1458080352},125 u'id': 2396122,126 u'link_title': u'Promise by\xa0Kid\xa0Ink (Ft.\xa0Fetty\xa0Wap)',127 u'title': u'Promise',128 u'type': u'Song',129 u'url': u'http://genius.com/Kid-ink-promise-lyrics'},130 u'annotator_id': 1453021,131 u'annotator_login': u'YAboykiniky',132 u'api_path': u'/referents/8426730',133 u'classification': u'accepted',134 u'fragment': u'I love the way you stare\n At me when you look my way\n This is something you should hear\n Baby would you come my way',135 u'id': 8426730,136 u'is_description': False,137 u'path': u'/8426730/Kid-ink-promise/I-love-the-way-you-stare-at-me-when-you-look-my-way-this-is-something-you-should-hear-baby-would-you-come-my-way',138 u'range': {u'content': u'I love the way you stare\n At me when you look my way\n This is something you should hear\n Baby would you come my way'},139 u'song_id': 2396122,140 u'url': u'http://genius.com/8426730/Kid-ink-promise/I-love-the-way-you-stare-at-me-when-you-look-my-way-this-is-something-you-should-hear-baby-would-you-come-my-way',141 u'verified_annotator_ids': []}}142ex = {143 "name": {144 "first": "One",145 "last": "Drone"146 },147 "job": "scout",148 "recent": {},149 "additional": {150 "place": {151 "zone": "1",152 "cell": "2"}153 }154}155ex2 = {"job":{"1":"scout","2":"worker","3":"writer","4":"reader","5":"learner"},"name":{"nick":{},"last":"Drone","first":"Second"},"recent":{"places":{"earth":{"NP":"","NY":"2017","Louvre":"2015"}},"times":{"XXI":{"2064":"Nope"},"XX":{"1964":"Yes"}}}}156name = {"name":157 {"nick":{},158 "last":"Drone",159 "first":"Second"}}160my_way_annotation = {u'authors': [{u'attribution': 0.4148936170212766,161 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,162 u'width': 300},163 u'url': u'https://images.rapgenius.com/avatars/medium/9b1f1163725586c1815090a72e8027e0'},164 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},165 u'url': u'https://images.rapgenius.com/avatars/thumb/9b1f1163725586c1815090a72e8027e0'},166 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},167 u'url': u'https://images.rapgenius.com/avatars/tiny/9b1f1163725586c1815090a72e8027e0'}},168 u'human_readable_role_for_display': u'Staff',169 u'id': 1964677,170 u'iq': 5405.35488334972,171 u'login': u'CalHx',172 u'name': u'CalHx',173 u'role_for_display': u'regulator',174 u'url': u'http://genius.com/CalHx'}},175 {u'attribution': 0.3191489361702128,176 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,177 u'width': 300},178 u'url': u'https://images.rapgenius.com/avatars/medium/57c8e3b3c5c76513f2204964f84d0118'},179 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},180 u'url': u'https://images.rapgenius.com/avatars/thumb/57c8e3b3c5c76513f2204964f84d0118'},181 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},182 u'url': u'https://images.rapgenius.com/avatars/tiny/57c8e3b3c5c76513f2204964f84d0118'}},183 u'human_readable_role_for_display': u'Editor',184 u'id': 465645,185 u'iq': 12080.2287908188,186 u'login': u'i_like_rap_a_lot',187 u'name': u'i_like_rap_a_lot',188 u'role_for_display': u'editor',189 u'url': u'http://genius.com/i_like_rap_a_lot'}},190 {u'attribution': 0.2021276595744681,191 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,192 u'width': 300},193 u'url': u'https://images.rapgenius.com/avatars/medium/8585c721072891b3ce0dcb2a57ef9050'},194 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},195 u'url': u'https://images.rapgenius.com/avatars/thumb/8585c721072891b3ce0dcb2a57ef9050'},196 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},197 u'url': u'https://images.rapgenius.com/avatars/tiny/8585c721072891b3ce0dcb2a57ef9050'}},198 u'human_readable_role_for_display': None,199 u'id': 1453021,200 u'iq': 35300.0792610798,201 u'login': u'YAboykiniky',202 u'name': u'YABOYNICKY',203 u'role_for_display': None,204 u'url': u'http://genius.com/YAboykiniky'}},205 {u'attribution': 0.05319148936170213,206 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,207 u'width': 300},208 u'url': u'https://images.rapgenius.com/avatars/medium/79a00299f87f0526b3fa30dc5a7ea7b0'},209 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},210 u'url': u'https://images.rapgenius.com/avatars/thumb/79a00299f87f0526b3fa30dc5a7ea7b0'},211 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},212 u'url': u'https://images.rapgenius.com/avatars/tiny/79a00299f87f0526b3fa30dc5a7ea7b0'}},213 u'human_readable_role_for_display': None,214 u'id': 1758473,215 u'iq': 365.393617427171,216 u'login': u'ITeachYa',217 u'name': u'ITeachYa',218 u'role_for_display': None,219 u'url': u'http://genius.com/ITeachYa'}},220 {u'attribution': 0.010638297872340425,221 u'user': {u'avatar': {u'medium': {u'bounding_box': {u'height': 400,222 u'width': 300},223 u'url': u'https://images.rapgenius.com/avatars/medium/fae65fdb981acb4255e2a7c9e9f4202e'},224 u'thumb': {u'bounding_box': {u'height': 32, u'width': 32},225 u'url': u'https://images.rapgenius.com/avatars/thumb/fae65fdb981acb4255e2a7c9e9f4202e'},226 u'tiny': {u'bounding_box': {u'height': 16, u'width': 16},227 u'url': u'https://images.rapgenius.com/avatars/tiny/fae65fdb981acb4255e2a7c9e9f4202e'}},228 u'human_readable_role_for_display': u'Staff',229 u'id': 343483,230 u'iq': 9341.4684630282,231 u'login': u'oppi',232 u'name': u'Oppi',233 u'role_for_display': u'regulator',234 u'url': u'http://genius.com/oppi'}}],235 u'body': {u'dom': {u'children': [{u'children': [u'Fetty enjoys how his girl watches him. It comforts him to know that she admires him from afar.'],236 u'tag': u'p'},237 u'',238 {u'children': [{u'attributes': {u'alt': u'',239 u'height': 227,240 u'src': u'https://images.rapgenius.com/d971f79ad1bf0105ee749eff5fe486dd.500x227x23.gif',241 u'width': 500},242 u'data': {u'animated': u'true',243 u'thumbnail': {u'height': 136,244 u'src': u'https://images.rapgenius.com/d971f79ad1bf0105ee749eff5fe486dd.300x136x1.jpg',245 u'width': 300}},246 u'tag': u'img'}],247 u'tag': u'p'},248 u'',249 {u'children': [u'Fetty instructs his girl on how they can get further acquainted\u2014he wants her to come closer.'],250 u'tag': u'p'},251 u'',252 {u'children': [u'Fetty fans should be familiar with this request \u2014he says it in his smash hit\xa0',253 {u'attributes': {u'href': u'http://genius.com/mecha/Fetty-wap-my-way-lyrics'},254 u'children': [u'\u201cMy Way.\u201d'],255 u'data': {u'api_path': u'/songs/653082'},256 u'tag': u'a'}],257 u'tag': u'p'},258 u'',259 {u'children': [{u'children': [{u'attributes': {u'href': u'http://genius.com/4831186'},260 u'children': [u'Baby, won\u2019t you come my way?'],261 u'data': {u'api_path': u'/referents/4831186'},262 u'tag': u'a'}],263 u'tag': u'p'}],264 u'tag': u'blockquote'}],265 u'tag': u'root'}},266 u'comment_count': 0,267 u'community': True,268 u'cosigned_by': [],269 u'current_user_metadata': {u'interactions': {u'cosign': False,270 u'pyong': False,271 u'vote': None},272 u'permissions': [u'create_comment']},273 u'id': 8426730,274 u'pinned': False,275 u'share_url': u'http://genius.com/8426730',276 u'state': u'accepted',277 u'url': u'http://genius.com/8426730/Kid-ink-promise/I-love-the-way-you-stare-at-me-when-you-look-my-way-this-is-something-you-should-hear-baby-would-you-come-my-way',278 u'verified': False,279 u'verified_by': None,280 u'votes_total': 6}281def flatten(dictionary):282 stack = [((), dictionary)]283 result = {}284 while stack:285 path, current = stack.pop()286 for k, v in current.items():287 if isinstance(v, dict):288 if v:289 stack.append((path + (k,), v))290 else:291 result["/".join((path + (k,)))] = ""292 else:293 result["/".join((path + (k,)))] = v294 return result295# flatten(ex)296# print flatten(name)297flattened = flatten(my_way_annotation)298for k, v in flattened.iteritems():...
shape_factory.py
Source:shape_factory.py
1"""2Copyright (c) 2013, Cogniteam3All rights reserved.4Redistribution and use in source and binary forms, with or without5modification, are permitted provided that the following conditions are met:6 * Redistributions of source code must retain the above copyright7 notice, this list of conditions and the following disclaimer.8 * Redistributions in binary form must reproduce the above copyright9 notice, this list of conditions and the following disclaimer in the10 documentation and/or other materials provided with the distribution.11 * Neither the name of the Cogniteam nor the12 names of its contributors may be used to endorse or promote products13 derived from this software without specific prior written permission.14THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND15ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED16WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE17DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY18DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES19(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;20LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND21ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT22(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS23SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.24"""25from __future__ import division26from python_qt_binding.QtCore import Qt, QPointF27from python_qt_binding.QtGui import QBrush, QGraphicsEllipseItem, QGraphicsRectItem, QGraphicsSimpleTextItem, \28 QPainterPath, QPen, QGraphicsPolygonItem, QPolygonF29class StaticClassError(Exception):30 pass31class QGraphicsRoundRectItem(QGraphicsRectItem):32 def __init__(self, bounding_box):33 super(QGraphicsRoundRectItem, self).__init__(bounding_box)34 def paint(self, painter, option, widget):35 if self.pen() is not None:36 painter.setPen(self.pen())37 painter.drawRoundedRect(self.boundingRect(), 4.0, 4.0)38class ShapeFactory:39 message = None40 def __init__(self):41 raise StaticClassError("%s is a static class and cannot be initiated." % ShapeFactory)42 @staticmethod43 def create(shape, bounding_box):44 ShapeFactory.message = None45 graphics_item = None46 if shape in ('box', 'rect', 'rectangle'):47 graphics_item = QGraphicsRoundRectItem(bounding_box)48 elif shape in ('ellipse', 'point'):49 graphics_item = QGraphicsEllipseItem(bounding_box)50 elif shape == 'diamond':51 points = QPolygonF([QPointF(bounding_box.x(),52 bounding_box.y() + bounding_box.height() / 2),53 QPointF(bounding_box.x() + bounding_box.width() / 2,54 bounding_box.y() + bounding_box.height()),55 QPointF(bounding_box.x() + bounding_box.width(),56 bounding_box.y() + bounding_box.height() / 2),57 QPointF(bounding_box.x() + bounding_box.width() / 2,58 bounding_box.y())])59 graphics_item = QGraphicsPolygonItem(points)60 elif shape == 'parallelogram':61 points = QPolygonF([QPointF(bounding_box.x() + bounding_box.width() * 1/6,62 bounding_box.y()),63 QPointF(bounding_box.x() + bounding_box.width(),64 bounding_box.y()),65 QPointF(bounding_box.x() + bounding_box.width() * 5/6,66 bounding_box.y() + bounding_box.height()),67 QPointF(bounding_box.x(),68 bounding_box.y() + bounding_box.height())])69 graphics_item = QGraphicsPolygonItem(points)70 elif shape == 'cds':71 points = QPolygonF([QPointF(bounding_box.x(),72 bounding_box.y()),73 QPointF(bounding_box.x() + bounding_box.width() * 5/6,74 bounding_box.y()),75 QPointF(bounding_box.x() + bounding_box.width(),76 bounding_box.y() + bounding_box.height() / 2),77 QPointF(bounding_box.x() + bounding_box.width() * 5/6,78 bounding_box.y() + bounding_box.height()),79 QPointF(bounding_box.x(),80 bounding_box.y() + bounding_box.height())])81 graphics_item = QGraphicsPolygonItem(points)82 elif shape == 'rarrow':83 points = QPolygonF([QPointF(bounding_box.x(),84 bounding_box.y()),85 QPointF(bounding_box.x() + bounding_box.width() * 4/6,86 bounding_box.y()),87 QPointF(bounding_box.x() + bounding_box.width() * 4/6,88 bounding_box.y() - bounding_box.height() * 2/6),89 QPointF(bounding_box.x() + bounding_box.width(),90 bounding_box.y() + bounding_box.height() / 2),91 QPointF(bounding_box.x() + bounding_box.width() * 4/6,92 bounding_box.y() + bounding_box.height() * 8/6),93 QPointF(bounding_box.x() + bounding_box.width() * 4/6,94 bounding_box.y() + bounding_box.height()),95 QPointF(bounding_box.x(),96 bounding_box.y() + bounding_box.height())])97 graphics_item = QGraphicsPolygonItem(points)98 elif shape == 'larrow':99 points = QPolygonF([QPointF(bounding_box.x() + bounding_box.width() * 2/6,100 bounding_box.y()),101 QPointF(bounding_box.x() + bounding_box.width() * 2/6,102 bounding_box.y() - bounding_box.height() * 2/6),103 QPointF(bounding_box.x(),104 bounding_box.y() + bounding_box.height() / 2),105 QPointF(bounding_box.x() + bounding_box.width() * 2/6,106 bounding_box.y() + bounding_box.height() * 8/6),107 QPointF(bounding_box.x() + bounding_box.width() * 2/6,108 bounding_box.y() + bounding_box.height()),109 QPointF(bounding_box.x() + bounding_box.width(),110 bounding_box.y() + bounding_box.height()),111 QPointF(bounding_box.x() + bounding_box.width(),112 bounding_box.y())])113 graphics_item = QGraphicsPolygonItem(points)114 elif shape == 'record':115 graphics_item = QGraphicsRectItem(bounding_box)116 elif shape == 'hexagon':117 points = QPolygonF([QPointF(bounding_box.x() + bounding_box.width() * 1/5,118 bounding_box.y()),119 QPointF(bounding_box.x() + bounding_box.width() * 4/5,120 bounding_box.y()),121 QPointF(bounding_box.x() + bounding_box.width(),122 bounding_box.y() + bounding_box.height() / 2),123 QPointF(bounding_box.x() + bounding_box.width() * 4/5,124 bounding_box.y() + bounding_box.height()),125 QPointF(bounding_box.x() + bounding_box.width() * 1/5,126 bounding_box.y() + bounding_box.height()),127 QPointF(bounding_box.x(),128 bounding_box.y() + bounding_box.height() / 2)])129 graphics_item = QGraphicsPolygonItem(points)130 elif shape == 'triangle':131 points = QPolygonF([QPointF(bounding_box.x() + bounding_box.width() / 2,132 bounding_box.y()),133 QPointF(bounding_box.x() + bounding_box.width(),134 bounding_box.y() + bounding_box.height() * 3/4),135 QPointF(bounding_box.x(),136 bounding_box.y() + bounding_box.height() * 3/4)])137 graphics_item = QGraphicsPolygonItem(points)138 elif shape == 'circle':139 diameter = min(bounding_box.width(), bounding_box.height())140 graphics_item = QGraphicsEllipseItem(bounding_box.x(), bounding_box.y(), diameter, diameter)141 else:142 graphics_item = QGraphicsRectItem(bounding_box)143 ShapeFactory.message = "WARNING: %s is unknown shape, box used instead" % shape...
postprocess.py
Source:postprocess.py
1import torch2import cv23import numpy as np4import torch.nn as nn5def mask_filter(pixel_mask, link_mask, neighbors=8, scale=4):6 """7 pixel_mask: batch_size * 2 * H * W8 link_mask: batch_size * 16 * H * W9 """10 batch_size = link_mask.size(0)11 mask_height = link_mask.size(2)12 mask_width = link_mask.size(3)13 pixel_class = nn.Softmax2d()(pixel_mask)14 # print(pixel_class.shape)15 pixel_class = pixel_class[:, 1] > 0.716 # print(pixel_class.shape)17 # pixel_class = pixel_mask[:, 1] > pixel_mask[:, 0]18 # link_neighbors = torch.ByteTensor([batch_size, neighbors, mask_height, mask_width])19 link_neighbors = torch.zeros([batch_size, neighbors, mask_height, mask_width], dtype=torch.uint8, device=pixel_mask.device)20 21 for i in range(neighbors):22 # print(link_mask[:, [2 * i, 2 * i + 1]].shape)23 tmp = nn.Softmax2d()(link_mask[:, [2 * i, 2 * i + 1]])24 # print(tmp.shape)25 link_neighbors[:, i] = tmp[:, 1] > 0.726 # link_neighbors[:, i] = link_mask[:, 2 * i + 1] > link_mask[:, 2 * i] 27 link_neighbors[:, i] = link_neighbors[:, i] & pixel_class28 # res_mask = np.zeros([batch_size, mask_height, mask_width], dtype=np.uint8)29 pixel_class = pixel_class.cpu().numpy()30 link_neighbors = link_neighbors.cpu().numpy()31 return pixel_class, link_neighbors32def mask_to_box(pixel_mask, link_mask, neighbors=8, scale=4):33 """34 pixel_mask: batch_size * 2 * H * W35 link_mask: batch_size * 16 * H * W36 """37 def distance(a, b):38 return (a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 239 def short_side_filter(bounding_box):40 for i, point in enumerate(bounding_box):41 if distance(point, bounding_box[(i+1)%4]) < 5**2:42 return True # ignore it43 return False # do not ignore44 batch_size = link_mask.size(0)45 mask_height = link_mask.size(2)46 mask_width = link_mask.size(3)47 pixel_class = nn.Softmax2d()(pixel_mask)48 # print(pixel_class.shape)49 pixel_class = pixel_class[:, 1] > 0.750 # pixel_class = pixel_mask[:, 1] > pixel_mask[:, 0]51 # link_neighbors = torch.ByteTensor([batch_size, neighbors, mask_height, mask_width])52 link_neighbors = torch.zeros([batch_size, neighbors, mask_height, mask_width], dtype=torch.uint8, device=pixel_mask.device)53 54 for i in range(neighbors):55 # print(link_mask[:, [2 * i, 2 * i + 1]].shape)56 tmp = nn.Softmax2d()(link_mask[:, [2 * i, 2 * i + 1]])57 # print(tmp.shape)58 link_neighbors[:, i] = tmp[:, 1] > 0.759 # link_neighbors[:, i] = link_mask[:, 2 * i + 1] > link_mask[:, 2 * i] 60 link_neighbors[:, i] = link_neighbors[:, i] & pixel_class61 # res_mask = np.zeros([batch_size, mask_height, mask_width], dtype=np.uint8)62 all_boxes = []63 # res_masks = []64 for i in range(batch_size):65 res_mask = func(pixel_class[i], link_neighbors[i])66 box_num = np.amax(res_mask)67 # print(res_mask.any())68 bounding_boxes = []69 for i in range(1, box_num + 1):70 box_mask = (res_mask == i).astype(np.uint8)71 # res_masks.append(box_mask)72 if box_mask.sum() < 100:73 pass74 # print("<150")75 # continue76 box_mask, contours, _ = cv2.findContours(box_mask, mode=cv2.RETR_EXTERNAL, method=cv2.CHAIN_APPROX_NONE)77 # print(contours[0])78 bounding_box = cv2.minAreaRect(contours[0])79 bounding_box = cv2.boxPoints(bounding_box)80 if short_side_filter(bounding_box):81 # print("<5")82 pass83 continue84 # bounding_box = bounding_box.reshape(8)85 bounding_box = np.clip(bounding_box * scale, 0, 128 * scale - 1).astype(np.int)86 # import IPython87 # IPython.embed()88 bounding_boxes.append(bounding_box)89 all_boxes.append(bounding_boxes)90 return all_boxes91def get_neighbors(h_index, w_index):92 res = []93 res.append((h_index - 1, w_index - 1))94 res.append((h_index - 1, w_index))95 res.append((h_index - 1, w_index + 1))96 res.append((h_index, w_index + 1))97 res.append((h_index + 1, w_index + 1))98 res.append((h_index + 1, w_index))99 res.append((h_index + 1, w_index - 1))100 res.append((h_index, w_index - 1))101 return res102def func(pixel_cls, link_cls):103 def joint(pointa, pointb):104 roota = find_root(pointa)105 rootb = find_root(pointb)106 if roota != rootb:107 group_mask[rootb] = roota108 # group_mask[pointb] = roota109 # group_mask[pointa] = roota110 return111 def find_root(pointa):112 root = pointa113 while group_mask.get(root) != -1:114 root = group_mask.get(root)115 return root116 pixel_cls = pixel_cls.cpu().numpy()117 link_cls = link_cls.cpu().numpy()118 # import IPython119 # IPython.embed()120 # print(pixel_cls.any())121 # print(np.where(pixel_cls))122 pixel_points = list(zip(*np.where(pixel_cls)))123 h, w = pixel_cls.shape124 group_mask = dict.fromkeys(pixel_points, -1)125 # print(group_mask)126 for point in pixel_points:127 h_index, w_index = point128 # print(point)129 neighbors = get_neighbors(h_index, w_index)130 for i, neighbor in enumerate(neighbors):131 nh_index, nw_index = neighbor132 if nh_index < 0 or nw_index < 0 or nh_index >= h or nw_index >= w:133 continue134 if pixel_cls[nh_index, nw_index] == 1 and link_cls[i, h_index, w_index] == 1:135 joint(point, neighbor)136 res = np.zeros(pixel_cls.shape, dtype=np.uint8)137 root_map = {}138 for point in pixel_points:139 h_index, w_index = point140 root = find_root(point)141 if root not in root_map:142 root_map[root] = len(root_map) + 1143 res[h_index, w_index] = root_map[root]144 return res145if __name__ == '__main__':146 # file_path = r'/data/shentao/Airbus/code/models/model34_DeepSupervised_resize384/samples/37_1500_output.png'147 # img = cv2.imread(file_path, 0)148 # print(img.shape)149 #150 # for i in range(30,100):151 # # i = 14152 # img_tmp = img[i*384:(i+1)*384, 384:]153 # print(img_tmp.shape)154 #155 # cv2.imwrite('tmp.png', img_tmp)156 #157 # file_path = r'tmp.png'158 # img_tmp = cv2.imread(file_path, 0)159 # box_mask, contours, _ = cv2.findContours(img_tmp, mode=cv2.RETR_EXTERNAL, method=cv2.CHAIN_APPROX_NONE)160 # print(len(contours))161 #162 # if len(contours) > 3:163 # break164 file_path = r'tmp.png'165 img_tmp = cv2.imread(file_path, 0)166 box_mask, contours, _ = cv2.findContours(img_tmp, mode=cv2.RETR_EXTERNAL, method=cv2.CHAIN_APPROX_NONE)167 print(len(contours))168 for i in range(len(contours)):169 bounding_box = cv2.minAreaRect(contours[i])170 bounding_box = cv2.boxPoints(bounding_box)171 bounding_box = np.array(bounding_box, dtype=np.int32)172 bounding_box = bounding_box.reshape([1,bounding_box.shape[0],bounding_box.shape[1]])173 print(bounding_box.shape)174 cv2.fillPoly(img_tmp, bounding_box, 255)175 # print(bounding_box)176 # cv2.line(img_tmp, (int(bounding_box[0][0]),int(bounding_box[0][1])), (int(bounding_box[1][0]),int(bounding_box[1][1])), 255, 2)177 # cv2.line(img_tmp, (int(bounding_box[1][0]), int(bounding_box[1][1])),(int(bounding_box[2][0]), int(bounding_box[2][1])), 255, 2)178 # cv2.line(img_tmp, (int(bounding_box[2][0]), int(bounding_box[2][1])),(int(bounding_box[3][0]), int(bounding_box[3][1])), 255, 2)179 # cv2.line(img_tmp, (int(bounding_box[3][0]), int(bounding_box[3][1])),(int(bounding_box[0][0]), int(bounding_box[0][1])), 255, 2)180 cv2.imwrite('tmp_bbox.png', img_tmp)181 # cv2.floodFill(img_tmp, img_tmp, (0, 0), 255)182 # cv2.imwrite('tmp_bbox_fill.png', img_tmp)183 a = np.array([[[10, 10], [100, 10], [100, 100], [10, 100]]], dtype=np.int32)...
quickstart.py
Source:quickstart.py
1#!/usr/bin/env python2# Copyright 2016 Google Inc. All Rights Reserved.3#4# Licensed under the Apache License, Version 2.0 (the "License");5# you may not use this file except in compliance with the License.6# You may obtain a copy of the License at7#8# http://www.apache.org/licenses/LICENSE-2.09#10# Unless required by applicable law or agreed to in writing, software11# distributed under the License is distributed on an "AS IS" BASIS,12# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.13# See the License for the specific language governing permissions and14# limitations under the License.15# [START vision_quickstart]16import io17import os18import sys19import copy20# import socket21# import requests22# import socks23# Imports the Google Cloud client library24# [START vision_python_migration_import]25from google.cloud import vision26from google.cloud.vision import types27# [END vision_python_migration_import]28import translate as trans29import drawline as draw30import infostruct as ifs31def sizefilter(vertices, v):32 minx = 99999999933 miny = 99999999934 maxx = -135 maxy = -136 for vertex in vertices:37 if vertex.x < minx:38 minx = vertex.x39 if vertex.x > maxx:40 maxx = vertex.x41 if vertex.y < miny:42 miny = vertex.y43 if vertex.y > maxy:44 maxy = vertex.y45 if ((maxx - minx < v) or (maxy - miny < v)):46 return True47 return False48def expand(vertices, v):49 t_vertices = copy.deepcopy(vertices)50 t_vertices[0].x = t_vertices[0].x - v51 t_vertices[1].x = t_vertices[1].x + v52 t_vertices[2].x = t_vertices[2].x + v53 t_vertices[3].x = t_vertices[3].x - v54 t_vertices[0].y = t_vertices[0].y - v55 t_vertices[1].y = t_vertices[1].y - v56 t_vertices[2].y = t_vertices[2].y + v57 t_vertices[3].y = t_vertices[3].y + v58 return t_vertices59def gettingdir(vertices):60 minx = 99999999961 miny = 99999999962 maxx = -163 maxy = -164 for vertex in vertices:65 if vertex.x < minx:66 minx = vertex.x67 if vertex.x > maxx:68 maxx = vertex.x69 if vertex.y < miny:70 miny = vertex.y71 if vertex.y > maxy:72 maxy = vertex.y73 dx = maxx - minx74 dy = maxy - miny75 if (dx <= dy):76 return 177 return 078def run_quickstart(file_name):79 ret = []80 # Instantiates a client81 # [START vision_python_migration_client]82 client = vision.ImageAnnotatorClient()83 # [END vision_python_migration_client]84 # The name of the image file to annotate85 # file_name = os.path.join(os.path.dirname(__file__),'t3.jpg')86 # file_name = os.path.join('/root/pic/', 't3.jpg')87 # Loads the image into memory88 with io.open(file_name, 'rb') as image_file:89 content = image_file.read()90 image = vision.types.Image(content=content)91 # Performs label detection on the image file92 response = client.document_text_detection(image=image)93 blocki = 094 infoc = 195 for page in response.full_text_annotation.pages:96 for block in page.blocks:97 if (block.block_type != 1):98 continue99 if sizefilter(block.bounding_box.vertices, 20):100 continue101 # print('{}\n'.format(block.confidence))102 # print('{}\n'.format(block.block_type))103 # f.write('\nBlock confidence: {}\n'.format(block.confidence))104 blocki = blocki + 1105 # f.write('Block # {} :\n'.format(blocki))106 vertices = (['({},{})'.format(vertex.x, vertex.y) for vertex in block.bounding_box.vertices])107 # f.write('bounds: {} \n'.format(','.join(vertices)))108 # block.bounding_box.vertices[1].x109 '''110 draw.drawline((block.bounding_box.vertices[0].x, block.bounding_box.vertices[0].y), (block.bounding_box.vertices[1].x, block.bounding_box.vertices[1].y), (0, 255, 0))111 draw.drawline((block.bounding_box.vertices[1].x, block.bounding_box.vertices[1].y), (block.bounding_box.vertices[2].x, block.bounding_box.vertices[2].y), (0, 255, 0))112 draw.drawline((block.bounding_box.vertices[2].x, block.bounding_box.vertices[2].y), (block.bounding_box.vertices[3].x, block.bounding_box.vertices[3].y), (0, 255, 0))113 draw.drawline((block.bounding_box.vertices[3].x, block.bounding_box.vertices[3].y), (block.bounding_box.vertices[0].x, block.bounding_box.vertices[0].y), (0, 255, 0))114 '''115 tbound = expand(block.bounding_box.vertices, 20)116 '''117 draw.drawline((tbound[0].x, tbound[0].y), (tbound[1].x, tbound[1].y), (0, 255, 0))118 draw.drawline((tbound[1].x, tbound[1].y), (tbound[2].x, tbound[2].y), (0, 255, 0))119 draw.drawline((tbound[2].x, tbound[2].y), (tbound[3].x, tbound[3].y), (0, 255, 0))120 draw.drawline((tbound[3].x, tbound[3].y), (tbound[0].x, tbound[0].y), (0, 255, 0))121 '''122 for paragraph in block.paragraphs:123 # f.write('Paragraph confidence: {}'.format(124 # paragraph.confidence))125 centence = ''126 for word in paragraph.words:127 if sizefilter(word.bounding_box.vertices, 20):128 continue129 vertices = (['({},{})'.format(vertex.x, vertex.y) for vertex in word.bounding_box.vertices])130 word_text = ''.join([symbol.text for symbol in word.symbols])131 # f.write('Word text: {} '.format(word_text))132 # f.write('bounds: {} \n'.format(','.join(vertices)))133 centence = centence + word_text134 ifb = ifs.Info()135 ifb.id = infoc136 infoc = infoc + 1137 vet = []138 for vertex in paragraph.bounding_box.vertices:139 vet.append([vertex.x, vertex.y])140 ifb.vertexs = vet141 ifb.direct = gettingdir(paragraph.bounding_box.vertices)142 # f.write('centence : {}\n'.format(centence))143 ifb.text = centence144 transans = trans.ask_translation('ja', centence)145 ifb.trans = transans146 # f.write('translation : {}\n'.format(transans))147 ifb.showInfo()148 ret.append(ifb)149 return ret150def drawShow(infile, outfile, infos):151 draw.openpic(infile)152 for item in infos:153 if (item.enable != 1):154 continue155 b = item.vertexs156 draw.drawline((b[0][0], b[0][1]), (b[1][0], b[1][1]), (0, 255, 0))157 draw.drawline((b[1][0], b[1][1]), (b[2][0], b[2][1]), (0, 255, 0))158 draw.drawline((b[2][0], b[2][1]), (b[3][0], b[3][1]), (0, 255, 0))159 draw.drawline((b[3][0], b[3][1]), (b[0][0], b[0][1]), (0, 255, 0))160 draw.writepic(outfile)161if __name__ == '__main__':162 f = open('ans.txt', 'w')163 # file_name='/root/pic/t3.jpg'164 file_name = '/root/pic/' + sys.argv[1]165 draw.openpic(file_name)166 os.system("export GOOGLE_APPLICATION_CREDENTIALS=\"/root/mykey.json\"")167 rst = run_quickstart(file_name)168 draw.writepic('pro_' + sys.argv[1])...
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