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annotate libervia/backend/memory/sqla_mapping.py @ 4340:ea72364131d5 default tip @
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author | Goffi <goffi@goffi.org> |
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date | Tue, 03 Dec 2024 00:53:18 +0100 |
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1 #!/usr/bin/env python3 |
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2 |
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3 # Libervia: an XMPP client |
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4 # Copyright (C) 2009-2021 Jérôme Poisson (goffi@goffi.org) |
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5 |
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6 # This program is free software: you can redistribute it and/or modify |
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7 # it under the terms of the GNU Affero General Public License as published by |
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8 # the Free Software Foundation, either version 3 of the License, or |
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9 # (at your option) any later version. |
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10 |
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11 # This program is distributed in the hope that it will be useful, |
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12 # but WITHOUT ANY WARRANTY; without even the implied warranty of |
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13 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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14 # GNU Affero General Public License for more details. |
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15 |
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16 # You should have received a copy of the GNU Affero General Public License |
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17 # along with this program. If not, see <http://www.gnu.org/licenses/>. |
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18 |
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19 from datetime import datetime |
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20 import enum |
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21 import json |
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22 import time |
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23 from typing import Any, Dict |
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24 |
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25 from sqlalchemy import ( |
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26 Boolean, |
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27 Column, |
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28 DDL, |
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29 DateTime, |
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30 Enum, |
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31 Float, |
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32 ForeignKey, |
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33 Index, |
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34 Integer, |
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35 JSON, |
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36 MetaData, |
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37 text, |
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38 Text, |
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39 UniqueConstraint, |
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40 event, |
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41 ) |
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42 from sqlalchemy.orm import declarative_base, relationship |
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43 from sqlalchemy.sql.functions import now |
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44 from sqlalchemy.types import TypeDecorator |
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45 from twisted.words.protocols.jabber import jid |
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46 from wokkel import generic |
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47 |
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48 from libervia.backend.core.constants import Const as C |
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49 |
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50 |
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51 Base = declarative_base( |
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52 metadata=MetaData( |
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53 naming_convention={ |
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54 "ix": "ix_%(column_0_label)s", |
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55 "uq": "uq_%(table_name)s_%(column_0_name)s", |
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56 "ck": "ck_%(table_name)s_%(constraint_name)s", |
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57 "fk": "fk_%(table_name)s_%(column_0_name)s_%(referred_table_name)s", |
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58 "pk": "pk_%(table_name)s", |
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59 } |
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60 ) |
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61 ) |
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62 # keys which are in message data extra but not stored in extra field this is |
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63 # because those values are stored in separate fields |
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64 NOT_IN_EXTRA = ("origin_id", "stanza_id", "received_timestamp", "update_uid") |
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65 |
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66 |
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67 class Profiles(dict): |
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68 def __init__(self, *args, **kwargs): |
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69 super().__init__(*args, **kwargs) |
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70 self.id_to_profile = {v: k for k, v in self.items()} |
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71 |
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72 def __setitem__(self, key, value): |
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73 super().__setitem__(key, value) |
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74 self.id_to_profile[value] = key |
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75 |
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76 def __delitem__(self, key): |
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77 del self.id_to_profile[self[key]] |
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78 super().__delitem__(key) |
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79 |
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80 def update(self, *args, **kwargs): |
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81 super().update(*args, **kwargs) |
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82 self.id_to_profile = {v: k for k, v in self.items()} |
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83 |
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84 def clear(self): |
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85 super().clear() |
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86 self.id_to_profile.clear() |
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87 |
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88 |
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89 profiles = Profiles() |
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90 |
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91 |
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92 def get_profile_by_id(profile_id): |
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93 return profiles.id_to_profile.get(profile_id) |
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94 |
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95 |
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96 class SyncState(enum.Enum): |
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97 #: synchronisation is currently in progress |
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98 IN_PROGRESS = 1 |
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99 #: synchronisation is done |
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100 COMPLETED = 2 |
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101 #: something wrong happened during synchronisation, won't sync |
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102 ERROR = 3 |
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103 #: synchronisation won't be done even if a syncing analyser matches |
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104 NO_SYNC = 4 |
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105 |
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106 |
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107 class SubscriptionState(enum.Enum): |
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108 SUBSCRIBED = 1 |
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109 PENDING = 2 |
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110 |
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111 |
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112 class NotificationType(enum.Enum): |
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113 chat = "chat" |
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114 blog = "blog" |
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115 calendar = "calendar" |
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116 file = "file" |
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117 call = "call" |
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118 service = "service" |
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119 other = "other" |
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120 |
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121 |
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122 class NotificationStatus(enum.Enum): |
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123 new = "new" |
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124 read = "read" |
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125 |
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126 |
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127 class NotificationPriority(enum.IntEnum): |
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128 LOW = 10 |
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129 MEDIUM = 20 |
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130 HIGH = 30 |
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131 URGENT = 40 |
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132 |
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133 |
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134 class Json(TypeDecorator): |
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135 """Handle JSON field in DB independant way""" |
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136 |
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137 # Blob is used on SQLite but gives errors when used here, while Text works fine |
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138 impl = Text |
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139 cache_ok = True |
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140 |
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141 def process_bind_param(self, value, dialect): |
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142 if value is None: |
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143 return None |
4212 | 144 return json.dumps(value, ensure_ascii=False) |
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145 |
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146 def process_result_value(self, value, dialect): |
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147 if value is None: |
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148 return None |
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149 return json.loads(value) |
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150 |
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151 |
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152 class JsonDefaultDict(Json): |
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153 """Json type which convert NULL to empty dict instead of None""" |
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154 |
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155 def process_result_value(self, value, dialect): |
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156 if value is None: |
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157 return {} |
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158 return json.loads(value) |
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159 |
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160 |
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161 class Xml(TypeDecorator): |
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162 impl = Text |
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163 cache_ok = True |
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164 |
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165 def process_bind_param(self, value, dialect): |
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166 if value is None: |
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167 return None |
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168 return value.toXml() |
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169 |
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170 def process_result_value(self, value, dialect): |
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171 if value is None: |
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172 return None |
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173 return generic.parseXml(value.encode()) |
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174 |
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175 |
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176 class JID(TypeDecorator): |
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177 """Store twisted JID in text fields""" |
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178 |
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179 impl = Text |
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180 cache_ok = True |
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181 |
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182 def process_bind_param(self, value, dialect): |
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183 if value is None: |
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184 return None |
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185 return value.full() |
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186 |
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187 def process_result_value(self, value, dialect): |
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188 if value is None: |
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189 return None |
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190 return jid.JID(value) |
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191 |
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192 |
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193 class Profile(Base): |
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194 __tablename__ = "profiles" |
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195 |
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196 id = Column( |
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197 Integer, |
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198 primary_key=True, |
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199 nullable=True, |
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200 ) |
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201 name = Column(Text, unique=True) |
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202 |
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203 params = relationship("ParamInd", back_populates="profile", passive_deletes=True) |
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204 private_data = relationship( |
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205 "PrivateInd", back_populates="profile", passive_deletes=True |
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206 ) |
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207 private_bin_data = relationship( |
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208 "PrivateIndBin", back_populates="profile", passive_deletes=True |
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209 ) |
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210 |
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211 |
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212 class Component(Base): |
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213 __tablename__ = "components" |
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214 |
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215 profile_id = Column( |
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216 ForeignKey("profiles.id", ondelete="CASCADE"), nullable=True, primary_key=True |
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217 ) |
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218 entry_point = Column(Text, nullable=False) |
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219 profile = relationship("Profile") |
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220 |
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221 |
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222 class History(Base): |
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223 __tablename__ = "history" |
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224 __table_args__ = ( |
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225 UniqueConstraint("profile_id", "stanza_id", "source", "dest"), |
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226 UniqueConstraint("profile_id", "origin_id", "source", name="uq_origin_id"), |
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227 Index("history__profile_id_timestamp", "profile_id", "timestamp"), |
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228 Index( |
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229 "history__profile_id_received_timestamp", "profile_id", "received_timestamp" |
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230 ), |
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231 ) |
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232 |
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233 uid = Column(Text, primary_key=True) |
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234 # FIXME: version_id is only needed for changes in `extra` column. It would maybe be |
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235 # better to use separate table for `extra` data instead. |
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236 version_id = Column(Integer, nullable=False, server_default=text("1")) |
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237 origin_id = Column(Text) |
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238 stanza_id = Column(Text) |
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239 update_uid = Column(Text) |
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240 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE")) |
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241 source = Column(Text) |
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242 dest = Column(Text) |
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243 source_res = Column(Text) |
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244 dest_res = Column(Text) |
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245 timestamp = Column(Float, nullable=False) |
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246 received_timestamp = Column(Float) |
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247 type = Column( |
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248 Enum( |
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249 "chat", |
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250 "error", |
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251 "groupchat", |
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252 "headline", |
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253 "normal", |
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254 # info is not XMPP standard, but used to keep track of info like join/leave |
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255 # in a MUC |
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256 "info", |
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257 name="message_type", |
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258 create_constraint=True, |
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259 ), |
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260 nullable=False, |
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261 ) |
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263 |
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264 profile = relationship("Profile") |
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265 messages = relationship( |
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266 "Message", backref="history", cascade="all, delete-orphan", passive_deletes=True |
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267 ) |
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268 subjects = relationship( |
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269 "Subject", backref="history", cascade="all, delete-orphan", passive_deletes=True |
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270 ) |
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271 thread = relationship( |
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272 "Thread", |
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273 uselist=False, |
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274 back_populates="history", |
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275 cascade="all, delete-orphan", |
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276 passive_deletes=True, |
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277 ) |
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278 __mapper_args__ = {"version_id_col": version_id} |
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279 |
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280 def __init__(self, *args, **kwargs): |
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281 source_jid = kwargs.pop("source_jid", None) |
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282 if source_jid is not None: |
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283 kwargs["source"] = source_jid.userhost() |
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284 kwargs["source_res"] = source_jid.resource |
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285 dest_jid = kwargs.pop("dest_jid", None) |
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286 if dest_jid is not None: |
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287 kwargs["dest"] = dest_jid.userhost() |
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288 kwargs["dest_res"] = dest_jid.resource |
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289 super().__init__(*args, **kwargs) |
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290 |
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291 @property |
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292 def source_jid(self) -> jid.JID: |
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293 return jid.JID(f"{self.source}/{self.source_res or ''}") |
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294 |
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295 @source_jid.setter |
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296 def source_jid(self, source_jid: jid.JID) -> None: |
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297 self.source = source_jid.userhost |
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298 self.source_res = source_jid.resource |
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299 |
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300 @property |
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301 def dest_jid(self): |
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302 return jid.JID(f"{self.dest}/{self.dest_res or ''}") |
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303 |
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304 @dest_jid.setter |
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305 def dest_jid(self, dest_jid: jid.JID) -> None: |
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306 self.dest = dest_jid.userhost |
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307 self.dest_res = dest_jid.resource |
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308 |
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309 def __repr__(self): |
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310 dt = datetime.fromtimestamp(self.timestamp) |
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311 return f"History<{self.source_jid.full()}->{self.dest_jid.full()} [{dt}]>" |
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312 |
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313 def serialise(self): |
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314 extra = self.extra or {} |
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315 if self.origin_id is not None: |
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316 extra["origin_id"] = self.origin_id |
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317 if self.stanza_id is not None: |
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318 extra["stanza_id"] = self.stanza_id |
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319 if self.update_uid is not None: |
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320 extra["update_uid"] = self.update_uid |
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321 if self.received_timestamp is not None: |
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322 extra["received_timestamp"] = self.received_timestamp |
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323 if self.thread is not None: |
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324 extra["thread"] = self.thread.thread_id |
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325 if self.thread.parent_id is not None: |
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326 extra["thread_parent"] = self.thread.parent_id |
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327 |
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328 return { |
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329 "from": ( |
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330 f"{self.source}/{self.source_res}" if self.source_res else self.source |
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331 ), |
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332 "to": f"{self.dest}/{self.dest_res}" if self.dest_res else self.dest, |
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333 "uid": self.uid, |
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334 "message": {m.language or "": m.message for m in self.messages}, |
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335 "subject": {m.language or "": m.subject for m in self.subjects}, |
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336 "type": self.type, |
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337 "extra": extra, |
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338 "timestamp": self.timestamp, |
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339 } |
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340 |
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341 def as_tuple(self): |
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342 d = self.serialise() |
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343 return ( |
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344 d["uid"], |
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345 d["timestamp"], |
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346 d["from"], |
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347 d["to"], |
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348 d["message"], |
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349 d["subject"], |
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350 d["type"], |
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351 d["extra"], |
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352 ) |
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353 |
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354 @staticmethod |
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355 def debug_collection(history_collection): |
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356 for idx, history in enumerate(history_collection): |
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357 history.debug_msg(idx) |
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358 |
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359 def debug_msg(self, idx=None): |
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360 """Print messages""" |
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361 dt = datetime.fromtimestamp(self.timestamp) |
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362 if idx is not None: |
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363 dt = f"({idx}) {dt}" |
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364 parts = [] |
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365 parts.append(f"[{dt}]<{self.source_jid.full()}->{self.dest_jid.full()}> ") |
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366 for message in self.messages: |
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367 if message.language: |
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368 parts.append(f"[{message.language}] ") |
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369 parts.append(f"{message.message}\n") |
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370 print("".join(parts)) |
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371 |
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372 |
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373 class Message(Base): |
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374 __tablename__ = "message" |
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375 __table_args__ = (Index("message__history_uid", "history_uid"),) |
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376 |
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377 id = Column( |
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378 Integer, |
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379 primary_key=True, |
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380 ) |
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381 history_uid = Column(ForeignKey("history.uid", ondelete="CASCADE"), nullable=False) |
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382 message = Column(Text, nullable=False) |
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383 language = Column(Text) |
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384 |
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385 def serialise(self) -> Dict[str, Any]: |
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386 s = {} |
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387 if self.message: |
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388 s["message"] = str(self.message) |
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389 if self.language: |
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390 s["language"] = str(self.language) |
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391 return s |
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392 |
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393 def __repr__(self): |
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394 lang_str = f"[{self.language}]" if self.language else "" |
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395 msg = f"{self.message[:20]}…" if len(self.message) > 20 else self.message |
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396 content = f"{lang_str}{msg}" |
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397 return f"Message<{content}>" |
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398 |
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399 |
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400 class Subject(Base): |
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401 __tablename__ = "subject" |
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402 __table_args__ = (Index("subject__history_uid", "history_uid"),) |
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403 |
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404 id = Column( |
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405 Integer, |
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406 primary_key=True, |
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407 ) |
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408 history_uid = Column(ForeignKey("history.uid", ondelete="CASCADE"), nullable=False) |
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409 subject = Column(Text, nullable=False) |
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410 language = Column(Text) |
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411 |
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412 def serialise(self) -> Dict[str, Any]: |
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413 s = {} |
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414 if self.subject: |
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415 s["subject"] = str(self.subject) |
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416 if self.language: |
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417 s["language"] = str(self.language) |
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418 return s |
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419 |
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420 def __repr__(self): |
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421 lang_str = f"[{self.language}]" if self.language else "" |
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422 msg = f"{self.subject[:20]}…" if len(self.subject) > 20 else self.subject |
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423 content = f"{lang_str}{msg}" |
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424 return f"Subject<{content}>" |
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425 |
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426 |
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427 class Thread(Base): |
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428 __tablename__ = "thread" |
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429 __table_args__ = (Index("thread__history_uid", "history_uid"),) |
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430 |
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431 id = Column( |
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432 Integer, |
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433 primary_key=True, |
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434 ) |
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435 history_uid = Column(ForeignKey("history.uid", ondelete="CASCADE")) |
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436 thread_id = Column(Text) |
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437 parent_id = Column(Text) |
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438 |
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439 history = relationship("History", uselist=False, back_populates="thread") |
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440 |
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441 def __repr__(self): |
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442 return f"Thread<{self.thread_id} [parent: {self.parent_id}]>" |
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443 |
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444 |
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445 class Notification(Base): |
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446 __tablename__ = "notifications" |
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447 __table_args__ = (Index("notifications_profile_id_status", "profile_id", "status"),) |
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448 |
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449 id = Column(Integer, primary_key=True, autoincrement=True) |
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450 timestamp = Column(Float, nullable=False, default=time.time) |
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451 expire_at = Column(Float, nullable=True) |
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452 |
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453 profile_id = Column( |
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454 ForeignKey("profiles.id", ondelete="CASCADE"), index=True, nullable=True |
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455 ) |
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456 profile = relationship("Profile") |
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457 |
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458 type = Column(Enum(NotificationType), nullable=False) |
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459 |
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460 title = Column(Text, nullable=True) |
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461 body_plain = Column(Text, nullable=False) |
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462 body_rich = Column(Text, nullable=True) |
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463 |
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464 requires_action = Column(Boolean, default=False) |
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465 priority = Column(Integer, default=NotificationPriority.MEDIUM.value) |
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466 |
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467 extra_data = Column(JSON) |
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468 status = Column(Enum(NotificationStatus), default=NotificationStatus.new) |
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469 |
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470 def serialise(self) -> dict[str, str | float | bool | int | dict]: |
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471 """ |
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472 Serialises the Notification instance to a dictionary. |
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473 """ |
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474 result = {} |
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475 for column in self.__table__.columns: |
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476 value = getattr(self, column.name) |
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477 if value is not None: |
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478 if column.name in ("type", "status"): |
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479 result[column.name] = value.name |
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480 elif column.name == "id": |
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481 result[column.name] = str(value) |
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482 elif column.name == "profile_id": |
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483 if value is None: |
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484 result["profile"] = C.PROF_KEY_ALL |
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485 else: |
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486 result["profile"] = get_profile_by_id(value) |
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487 else: |
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488 result[column.name] = value |
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489 return result |
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490 |
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491 |
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492 class ParamGen(Base): |
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493 __tablename__ = "param_gen" |
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494 |
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495 category = Column(Text, primary_key=True) |
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496 name = Column(Text, primary_key=True) |
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497 value = Column(Text) |
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498 |
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499 |
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500 class ParamInd(Base): |
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501 __tablename__ = "param_ind" |
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502 |
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503 category = Column(Text, primary_key=True) |
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504 name = Column(Text, primary_key=True) |
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505 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE"), primary_key=True) |
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506 value = Column(Text) |
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507 |
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508 profile = relationship("Profile", back_populates="params") |
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509 |
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510 |
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511 class PrivateGen(Base): |
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512 __tablename__ = "private_gen" |
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513 |
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514 namespace = Column(Text, primary_key=True) |
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515 key = Column(Text, primary_key=True) |
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516 value = Column(Text) |
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517 |
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518 |
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519 class PrivateInd(Base): |
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520 __tablename__ = "private_ind" |
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521 |
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522 namespace = Column(Text, primary_key=True) |
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523 key = Column(Text, primary_key=True) |
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524 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE"), primary_key=True) |
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525 value = Column(Text) |
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526 |
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527 profile = relationship("Profile", back_populates="private_data") |
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528 |
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529 |
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530 class PrivateGenBin(Base): |
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531 __tablename__ = "private_gen_bin" |
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532 |
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533 namespace = Column(Text, primary_key=True) |
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534 key = Column(Text, primary_key=True) |
4212 | 535 value = Column(JSON) |
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536 |
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537 |
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538 class PrivateIndBin(Base): |
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539 __tablename__ = "private_ind_bin" |
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540 |
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541 namespace = Column(Text, primary_key=True) |
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542 key = Column(Text, primary_key=True) |
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543 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE"), primary_key=True) |
4212 | 544 value = Column(JSON) |
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545 |
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546 profile = relationship("Profile", back_populates="private_bin_data") |
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547 |
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548 |
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549 class File(Base): |
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550 __tablename__ = "files" |
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551 __table_args__ = ( |
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552 Index("files__profile_id_owner_parent", "profile_id", "owner", "parent"), |
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553 Index( |
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554 "files__profile_id_owner_media_type_media_subtype", |
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555 "profile_id", |
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556 "owner", |
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557 "media_type", |
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558 "media_subtype", |
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559 ), |
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560 ) |
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561 |
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562 id = Column(Text, primary_key=True) |
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563 public_id = Column(Text, unique=True) |
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564 version = Column(Text, primary_key=True) |
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565 parent = Column(Text, nullable=False) |
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566 type = Column( |
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567 Enum("file", "directory", name="file_type", create_constraint=True), |
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568 nullable=False, |
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569 server_default="file", |
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570 ) |
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571 file_hash = Column(Text) |
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572 hash_algo = Column(Text) |
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573 name = Column(Text, nullable=False) |
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574 size = Column(Integer) |
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575 namespace = Column(Text) |
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576 media_type = Column(Text) |
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577 media_subtype = Column(Text) |
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578 created = Column(Float, nullable=False) |
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579 modified = Column(Float) |
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580 owner = Column(JID) |
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581 access = Column(JsonDefaultDict) |
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582 extra = Column(JsonDefaultDict) |
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583 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE")) |
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584 |
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585 profile = relationship("Profile") |
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586 |
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587 |
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588 class PubsubNode(Base): |
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589 __tablename__ = "pubsub_nodes" |
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590 __table_args__ = (UniqueConstraint("profile_id", "service", "name"),) |
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591 |
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592 id = Column(Integer, primary_key=True) |
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593 profile_id = Column(ForeignKey("profiles.id", ondelete="CASCADE")) |
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594 service = Column(JID) |
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595 name = Column(Text, nullable=False) |
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596 subscribed = Column( |
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597 Boolean(create_constraint=True, name="subscribed_bool"), nullable=False |
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598 ) |
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599 analyser = Column(Text) |
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600 sync_state = Column( |
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601 Enum( |
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602 SyncState, |
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603 name="sync_state", |
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604 create_constraint=True, |
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605 ), |
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606 nullable=True, |
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607 ) |
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608 sync_state_updated = Column(Float, nullable=False, default=time.time()) |
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609 type_ = Column(Text, name="type", nullable=True) |
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610 subtype = Column(Text, nullable=True) |
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611 extra = Column(JSON) |
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612 |
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613 items = relationship("PubsubItem", back_populates="node", passive_deletes=True) |
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614 subscriptions = relationship("PubsubSub", back_populates="node", passive_deletes=True) |
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615 |
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616 def __str__(self): |
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617 return f"Pubsub node {self.name!r} at {self.service}" |
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618 |
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619 |
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620 class PubsubSub(Base): |
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621 """Subscriptions to pubsub nodes |
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622 |
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623 Used by components managing a pubsub service |
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624 """ |
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625 |
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626 __tablename__ = "pubsub_subs" |
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627 __table_args__ = (UniqueConstraint("node_id", "subscriber"),) |
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628 |
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629 id = Column(Integer, primary_key=True) |
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630 node_id = Column(ForeignKey("pubsub_nodes.id", ondelete="CASCADE"), nullable=False) |
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631 subscriber = Column(JID) |
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632 state = Column( |
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633 Enum( |
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634 SubscriptionState, |
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635 name="state", |
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636 create_constraint=True, |
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637 ), |
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638 nullable=True, |
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639 ) |
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640 |
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641 node = relationship("PubsubNode", back_populates="subscriptions") |
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642 |
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643 |
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644 class PubsubItem(Base): |
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645 __tablename__ = "pubsub_items" |
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646 __table_args__ = (UniqueConstraint("node_id", "name"),) |
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647 id = Column(Integer, primary_key=True) |
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648 node_id = Column(ForeignKey("pubsub_nodes.id", ondelete="CASCADE"), nullable=False) |
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649 name = Column(Text, nullable=False) |
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650 data = Column(Xml, nullable=False) |
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651 created = Column(DateTime, nullable=False, server_default=now()) |
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652 updated = Column(DateTime, nullable=False, server_default=now(), onupdate=now()) |
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653 parsed = Column(JSON) |
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654 |
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655 node = relationship("PubsubNode", back_populates="items") |
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656 |
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657 |
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658 ## Full-Text Search |
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659 |
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660 # create |
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661 |
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662 |
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663 @event.listens_for(PubsubItem.__table__, "after_create") |
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664 def fts_create(target, connection, **kw): |
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665 """Full-Text Search table creation""" |
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666 if connection.engine.name == "sqlite": |
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667 # Using SQLite FTS5 |
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668 queries = [ |
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669 "CREATE VIRTUAL TABLE pubsub_items_fts " |
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670 "USING fts5(data, content=pubsub_items, content_rowid=id)", |
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671 "CREATE TRIGGER pubsub_items_fts_sync_ins AFTER INSERT ON pubsub_items BEGIN" |
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672 " INSERT INTO pubsub_items_fts(rowid, data) VALUES (new.id, new.data);" |
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673 "END", |
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674 "CREATE TRIGGER pubsub_items_fts_sync_del AFTER DELETE ON pubsub_items BEGIN" |
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675 " INSERT INTO pubsub_items_fts(pubsub_items_fts, rowid, data) " |
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676 "VALUES('delete', old.id, old.data);" |
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677 "END", |
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678 "CREATE TRIGGER pubsub_items_fts_sync_upd AFTER UPDATE ON pubsub_items BEGIN" |
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679 " INSERT INTO pubsub_items_fts(pubsub_items_fts, rowid, data) VALUES" |
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680 "('delete', old.id, old.data);" |
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681 " INSERT INTO pubsub_items_fts(rowid, data) VALUES(new.id, new.data);" |
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682 "END", |
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683 ] |
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684 for q in queries: |
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685 connection.execute(DDL(q)) |
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686 |
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687 |
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688 # drop |
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689 |
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690 |
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691 @event.listens_for(PubsubItem.__table__, "before_drop") |
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692 def fts_drop(target, connection, **kw): |
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693 "Full-Text Search table drop" "" |
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694 if connection.engine.name == "sqlite": |
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695 # Using SQLite FTS5 |
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696 queries = [ |
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697 "DROP TRIGGER IF EXISTS pubsub_items_fts_sync_ins", |
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698 "DROP TRIGGER IF EXISTS pubsub_items_fts_sync_del", |
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699 "DROP TRIGGER IF EXISTS pubsub_items_fts_sync_upd", |
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700 "DROP TABLE IF EXISTS pubsub_items_fts", |
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701 ] |
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702 for q in queries: |
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703 connection.execute(DDL(q)) |