|
| 1 | +from __future__ import print_function |
| 2 | +import json |
| 3 | +from watson_developer_cloud import AssistantV1 |
| 4 | + |
| 5 | +assistant = AssistantV1( |
| 6 | + username='YOUR SERVICE USERNAME', |
| 7 | + password='YOUR SERVICE PASSWORD', |
| 8 | + version='2017-04-21') |
| 9 | + |
| 10 | +######################### |
| 11 | +# Workspaces |
| 12 | +######################### |
| 13 | + |
| 14 | +create_workspace_data = { |
| 15 | + "name": |
| 16 | + "test_workspace", |
| 17 | + "description": |
| 18 | + "integration tests", |
| 19 | + "language": |
| 20 | + "en", |
| 21 | + "intents": [{ |
| 22 | + "intent": "hello", |
| 23 | + "description": "string", |
| 24 | + "examples": [{ |
| 25 | + "text": "good morning" |
| 26 | + }] |
| 27 | + }], |
| 28 | + "entities": [{ |
| 29 | + "entity": "pizza_toppings", |
| 30 | + "description": "Tasty pizza toppings", |
| 31 | + "metadata": { |
| 32 | + "property": "value" |
| 33 | + } |
| 34 | + }], |
| 35 | + "counterexamples": [{ |
| 36 | + "text": "string" |
| 37 | + }], |
| 38 | + "metadata": {}, |
| 39 | +} |
| 40 | + |
| 41 | +response = assistant.create_workspace( |
| 42 | + name=create_workspace_data['name'], |
| 43 | + description=create_workspace_data['description'], |
| 44 | + language='en', |
| 45 | + intents=create_workspace_data['intents'], |
| 46 | + entities=create_workspace_data['entities'], |
| 47 | + counterexamples=create_workspace_data['counterexamples'], |
| 48 | + metadata=create_workspace_data['metadata']) |
| 49 | +print(json.dumps(response, indent=2)) |
| 50 | + |
| 51 | +workspace_id = response['workspace_id'] |
| 52 | +print('Workspace id {0}'.format(workspace_id)) |
| 53 | + |
| 54 | +response = assistant.get_workspace(workspace_id=workspace_id, export=True) |
| 55 | +print(json.dumps(response, indent=2)) |
| 56 | + |
| 57 | +# message |
| 58 | +response = assistant.message( |
| 59 | + workspace_id=workspace_id, input={ |
| 60 | + 'text': 'What\'s the weather like?' |
| 61 | + }) |
| 62 | +print(json.dumps(response, indent=2)) |
| 63 | + |
| 64 | +response = assistant.list_workspaces() |
| 65 | +print(json.dumps(response, indent=2)) |
| 66 | + |
| 67 | +response = assistant.update_workspace( |
| 68 | + workspace_id=workspace_id, description='Updated test workspace.') |
| 69 | +print(json.dumps(response, indent=2)) |
| 70 | + |
| 71 | +# see cleanup section below for delete_workspace example |
| 72 | + |
| 73 | +######################### |
| 74 | +# Intents |
| 75 | +######################### |
| 76 | + |
| 77 | +examples = [{"text": "good morning"}] |
| 78 | +response = assistant.create_intent( |
| 79 | + workspace_id=workspace_id, |
| 80 | + intent='test_intent', |
| 81 | + description='Test intent.', |
| 82 | + examples=examples) |
| 83 | +print(json.dumps(response, indent=2)) |
| 84 | + |
| 85 | +response = assistant.get_intent( |
| 86 | + workspace_id=workspace_id, intent='test_intent', export=True) |
| 87 | +print(json.dumps(response, indent=2)) |
| 88 | + |
| 89 | +response = assistant.list_intents(workspace_id=workspace_id, export=True) |
| 90 | +print(json.dumps(response, indent=2)) |
| 91 | + |
| 92 | +response = assistant.update_intent( |
| 93 | + workspace_id=workspace_id, |
| 94 | + intent='test_intent', |
| 95 | + new_intent='updated_test_intent', |
| 96 | + new_description='Updated test intent.') |
| 97 | +print(json.dumps(response, indent=2)) |
| 98 | + |
| 99 | +# see cleanup section below for delete_intent example |
| 100 | + |
| 101 | +######################### |
| 102 | +# Examples |
| 103 | +######################### |
| 104 | + |
| 105 | +response = assistant.create_example( |
| 106 | + workspace_id=workspace_id, |
| 107 | + intent='updated_test_intent', |
| 108 | + text='Gimme a pizza with pepperoni') |
| 109 | +print(json.dumps(response, indent=2)) |
| 110 | + |
| 111 | +response = assistant.get_example( |
| 112 | + workspace_id=workspace_id, |
| 113 | + intent='updated_test_intent', |
| 114 | + text='Gimme a pizza with pepperoni') |
| 115 | +print(json.dumps(response, indent=2)) |
| 116 | + |
| 117 | +response = assistant.list_examples( |
| 118 | + workspace_id=workspace_id, intent='updated_test_intent') |
| 119 | +print(json.dumps(response, indent=2)) |
| 120 | + |
| 121 | +response = assistant.update_example( |
| 122 | + workspace_id=workspace_id, |
| 123 | + intent='updated_test_intent', |
| 124 | + text='Gimme a pizza with pepperoni', |
| 125 | + new_text='Gimme a pizza with pepperoni') |
| 126 | +print(json.dumps(response, indent=2)) |
| 127 | + |
| 128 | +response = assistant.delete_example( |
| 129 | + workspace_id=workspace_id, |
| 130 | + intent='updated_test_intent', |
| 131 | + text='Gimme a pizza with pepperoni') |
| 132 | +print(json.dumps(response, indent=2)) |
| 133 | + |
| 134 | +######################### |
| 135 | +# Counter Examples |
| 136 | +######################### |
| 137 | + |
| 138 | +response = assistant.create_counterexample( |
| 139 | + workspace_id=workspace_id, text='I want financial advice today.') |
| 140 | +print(json.dumps(response, indent=2)) |
| 141 | + |
| 142 | +response = assistant.get_counterexample( |
| 143 | + workspace_id=workspace_id, text='I want financial advice today.') |
| 144 | +print(json.dumps(response, indent=2)) |
| 145 | + |
| 146 | +response = assistant.list_counterexamples(workspace_id=workspace_id) |
| 147 | +print(json.dumps(response, indent=2)) |
| 148 | + |
| 149 | +response = assistant.update_counterexample( |
| 150 | + workspace_id=workspace_id, |
| 151 | + text='I want financial advice today.', |
| 152 | + new_text='I want financial advice today.') |
| 153 | +print(json.dumps(response, indent=2)) |
| 154 | + |
| 155 | +response = assistant.delete_counterexample( |
| 156 | + workspace_id=workspace_id, text='I want financial advice today.') |
| 157 | +print(json.dumps(response, indent=2)) |
| 158 | + |
| 159 | +######################### |
| 160 | +# Entities |
| 161 | +######################### |
| 162 | + |
| 163 | +values = [{"value": "juice"}] |
| 164 | +response = assistant.create_entity( |
| 165 | + workspace_id=workspace_id, |
| 166 | + entity='test_entity', |
| 167 | + description='A test entity.', |
| 168 | + values=values) |
| 169 | +print(json.dumps(response, indent=2)) |
| 170 | + |
| 171 | +entities = [{ |
| 172 | + 'entity': |
| 173 | + 'pattern_entity', |
| 174 | + 'values': [{ |
| 175 | + 'value': 'value0', |
| 176 | + 'patterns': ['\\d{6}\\w{1}\\d{7}'], |
| 177 | + 'value_type': 'patterns' |
| 178 | + }, { |
| 179 | + 'value': |
| 180 | + 'value1', |
| 181 | + 'patterns': |
| 182 | + ['[-9][0-9][0-9][0-9][0-9]~! [1-9][1-9][1-9][1-9][1-9][1-9]'], |
| 183 | + 'value_type': |
| 184 | + 'patterns' |
| 185 | + }, { |
| 186 | + 'value': 'value2', |
| 187 | + 'patterns': ['[a-z-9]{17}'], |
| 188 | + 'value_type': 'patterns' |
| 189 | + }, { |
| 190 | + 'value': |
| 191 | + 'value3', |
| 192 | + 'patterns': [ |
| 193 | + '\\d{3}(\\ |-)\\d{3}(\\ |-)\\d{4}', |
| 194 | + '\\(\\d{3}\\)(\\ |-)\\d{3}(\\ |-)\\d{4}' |
| 195 | + ], |
| 196 | + 'value_type': |
| 197 | + 'patterns' |
| 198 | + }, { |
| 199 | + 'value': 'value4', |
| 200 | + 'patterns': ['\\b\\d{5}\\b'], |
| 201 | + 'value_type': 'patterns' |
| 202 | + }] |
| 203 | +}] |
| 204 | +response = assistant.create_entity( |
| 205 | + workspace_id, entity=entities[0]['entity'], values=entities[0]['values']) |
| 206 | +print(json.dumps(response, indent=2)) |
| 207 | + |
| 208 | +response = assistant.get_entity( |
| 209 | + workspace_id=workspace_id, entity=entities[0]['entity'], export=True) |
| 210 | +print(json.dumps(response, indent=2)) |
| 211 | + |
| 212 | +response = assistant.list_entities(workspace_id=workspace_id) |
| 213 | +print(json.dumps(response, indent=2)) |
| 214 | + |
| 215 | +response = assistant.update_entity( |
| 216 | + workspace_id=workspace_id, |
| 217 | + entity='test_entity', |
| 218 | + new_description='An updated test entity.') |
| 219 | +print(json.dumps(response, indent=2)) |
| 220 | + |
| 221 | +response = assistant.delete_entity( |
| 222 | + workspace_id=workspace_id, entity='test_entity') |
| 223 | +print(json.dumps(response, indent=2)) |
| 224 | + |
| 225 | +######################### |
| 226 | +# Synonyms |
| 227 | +######################### |
| 228 | + |
| 229 | +values = [{"value": "orange juice"}] |
| 230 | +assistant.create_entity(workspace_id, 'beverage', values=values) |
| 231 | + |
| 232 | +response = assistant.create_synonym(workspace_id, 'beverage', 'orange juice', 'oj') |
| 233 | +print(json.dumps(response, indent=2)) |
| 234 | + |
| 235 | +response = assistant.get_synonym(workspace_id, 'beverage', 'orange juice', 'oj') |
| 236 | +print(json.dumps(response, indent=2)) |
| 237 | + |
| 238 | +response = assistant.list_synonyms(workspace_id, 'beverage', 'orange juice') |
| 239 | +print(json.dumps(response, indent=2)) |
| 240 | + |
| 241 | +response = assistant.update_synonym(workspace_id, 'beverage', 'orange juice', 'oj', 'OJ') |
| 242 | +print(json.dumps(response, indent=2)) |
| 243 | + |
| 244 | +response = assistant.delete_synonym(workspace_id, 'beverage', 'orange juice', 'OJ') |
| 245 | +print(json.dumps(response, indent=2)) |
| 246 | + |
| 247 | +assistant.delete_entity(workspace_id, 'beverage') |
| 248 | + |
| 249 | +######################### |
| 250 | +# Values |
| 251 | +######################### |
| 252 | + |
| 253 | +assistant.create_entity(workspace_id, 'test_entity') |
| 254 | + |
| 255 | +response = assistant.create_value(workspace_id, 'test_entity', 'test') |
| 256 | +print(json.dumps(response, indent=2)) |
| 257 | + |
| 258 | +response = assistant.get_value(workspace_id, 'test_entity', 'test') |
| 259 | +print(json.dumps(response, indent=2)) |
| 260 | + |
| 261 | +response = assistant.list_values(workspace_id, 'test_entity') |
| 262 | +print(json.dumps(response, indent=2)) |
| 263 | + |
| 264 | +response = assistant.update_value(workspace_id, 'test_entity', 'test', 'example') |
| 265 | +print(json.dumps(response, indent=2)) |
| 266 | + |
| 267 | +response = assistant.delete_value(workspace_id, 'test_entity', 'example') |
| 268 | +print(json.dumps(response, indent=2)) |
| 269 | + |
| 270 | +assistant.delete_entity(workspace_id, 'test_entity') |
| 271 | + |
| 272 | +######################### |
| 273 | +# Dialog nodes |
| 274 | +######################### |
| 275 | +create_dialog_node = { |
| 276 | + "dialog_node": |
| 277 | + "greeting", |
| 278 | + "description": |
| 279 | + "greeting messages", |
| 280 | + "actions": [{ |
| 281 | + "name": "hello", |
| 282 | + "type": "client", |
| 283 | + "parameters": {}, |
| 284 | + "result_variable": "string", |
| 285 | + "credentials": "string" |
| 286 | + }] |
| 287 | +} |
| 288 | +response = assistant.create_dialog_node( |
| 289 | + workspace_id, |
| 290 | + create_dialog_node['dialog_node'], |
| 291 | + create_dialog_node['description'], |
| 292 | + actions=create_dialog_node['actions']) |
| 293 | +print(json.dumps(response, indent=2)) |
| 294 | + |
| 295 | +response = assistant.get_dialog_node(workspace_id, create_dialog_node['dialog_node']) |
| 296 | +print(json.dumps(response, indent=2)) |
| 297 | + |
| 298 | +response = assistant.list_dialog_nodes(workspace_id) |
| 299 | +print(json.dumps(response, indent=2)) |
| 300 | + |
| 301 | +response = assistant.update_dialog_node( |
| 302 | + workspace_id, |
| 303 | + create_dialog_node['dialog_node'], |
| 304 | + new_dialog_node='updated_node') |
| 305 | +print(json.dumps(response, indent=2)) |
| 306 | + |
| 307 | +response = assistant.delete_dialog_node(workspace_id, 'updated_node') |
| 308 | +print(json.dumps(response, indent=2)) |
| 309 | + |
| 310 | +######################### |
| 311 | +# Logs |
| 312 | +######################### |
| 313 | + |
| 314 | +response = assistant.list_logs(workspace_id=workspace_id) |
| 315 | +print(json.dumps(response, indent=2)) |
| 316 | + |
| 317 | +######################### |
| 318 | +# Clean-up |
| 319 | +######################### |
| 320 | + |
| 321 | +response = assistant.delete_intent( |
| 322 | + workspace_id=workspace_id, intent='updated_test_intent') |
| 323 | +print(json.dumps(response, indent=2)) |
| 324 | + |
| 325 | +response = assistant.delete_workspace(workspace_id=workspace_id) |
| 326 | +print(json.dumps(response, indent=2)) |
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