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Rasa课程、Rasa培训、Rasa面试、Rasa实战系列之Docker Tracker Store Redis服务部署

code • 2022-4-28 • java • 阅读 74

Rasa课程、Rasa培训、Rasa面试、Rasa实战系列之Docker Tracker Store Redis服务部署,第1张

Rasa课程、Rasa培训、Rasa面试、Rasa实战系列之Docker Tracker Store Redis服务部署

Redis 是一种内存数据结构存储，用作分布式内存 键值 数据库、缓存和消息代理， Redis 支持不同类型的抽象数据结构，例如字符串、列表、映射、集合、排序集、 位图、 空间索引。本文使用Redis服务部署Rasa Track Store及Rasa Lock Store。

查找Redis镜像

查询Redis下载地址
https://hub.docker.com/_/redis


安装redis服务

(base) [root@localhost ~]# conda env list
# conda environments:
#
base                  *  /root/anaconda
rasa_2816_env            /root/anaconda/envs/rasa_2816_env

(base) [root@localhost ~]# 

(base) [root@localhost ~]# source deactivate base
DeprecationWarning: 'source deactivate' is deprecated. Use 'conda deactivate'.

安装redis

docker pull redis

[root@localhost ~]# docker pull redis
Using default tag: latest
latest: Pulling from library/redis
a2abf6c4d29d: Already exists 
c7a4e4382001: Pull complete 
4044b9ba67c9: Pull complete 。。。
Digest: sha256:db485f2e245b5b3329fdc7eff4eb00f913e09d8feb9ca720788059fdc2ed8339
Status: Downloaded newer image for redis:latest
docker.io/library/redis:latest
[root@localhost ~]# 

[root@localhost ~]# 
[root@localhost ~]# docker images
REPOSITORY      TAG       IMAGE ID       CREATED        SIZE
nginx           latest    605c77e624dd   3 months ago   141MB
redis           latest    7614ae9453d1   4 months ago   113MB
rasa/duckling   latest    49acc1a38992   6 months ago   165MB
[root@localhost ~]#

启动Redis

[root@localhost ~]#  docker run --name=my_rasa_redis  -d  --restart=always -p  6379:6379   redis 
674158b6b7b188d750b5257a42909b31be3a3395ef7f5633767f120bb2e72c1d
[root@localhost ~]#

redis部署成功

[root@localhost ~]# docker ps
CONTAINER ID   IMAGE           COMMAND                  CREATED          STATUS          PORTS                                       NAMES
674158b6b7b1   redis           "docker-entrypoint.s…"   41 seconds ago   Up 40 seconds   0.0.0.0:6379->6379/tcp, :::6379->6379/tcp   my_rasa_redis
22e4bb6c4929   nginx           "/docker-entrypoint.…"   3 weeks ago      Up 9 minutes    0.0.0.0:88->80/tcp, :::88->80/tcp           mynginx
9ab047feff74   rasa/duckling   "duckling-example-ex…"   3 weeks ago      Up 9 minutes    0.0.0.0:8000->8000/tcp, :::8000->8000/tcp   my_rasa_duckling

测试redis链接，测试成功

[root@localhost ~]# docker exec -it my_rasa_redis /bin/bash
root@674158b6b7b1:/data# redis-cli
127.0.0.1:6379> 
127.0.0.1:6379> 
127.0.0.1:6379>

root@674158b6b7b1:/data# ls
root@674158b6b7b1:/data# pwd
/data
root@674158b6b7b1:/data# ls
root@674158b6b7b1:/data#

Rasa配置Redis Track Store服务器

Track Store：使用redis的第1个数据库

tracker_store:
    type: redis
#    url: localhost  192.168.28.6
    url: 192.168.28.6
    port: 6379
    db: 1
    password:
Rasa配置Redis Lock Store服务器

Lock Store ：使用redis的第0个数据库

lock_store:
    type: redis
    url: 192.168.28.6
    port: 6379
    password:
    db: 0
    key_prefix: rasa
Rasa Redis 运行效果

运行脚本：select 1 选择track store 数据库：

运行脚本：keys * 查询keys的值

127.0.0.1:6379[1]> select 1
OK
127.0.0.1:6379[1]> keys *
tracker:562b38aacc364ded849b929757368fb9
tracker:52bb8a257a9c44508e6dd3d7e99dc502
tracker:361650eb22d6416ebee86b995311de9f
127.0.0.1:6379[1]>

获取key对应的值

{
	"events": [{
		"event": "action",
		"timestamp": 1650872076.3043623,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_session_start",
		"policy": null,
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "session_started",
		"timestamp": 1650872076.3063557,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		}
	}, {
		"event": "action",
		"timestamp": 1650872076.3063557,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_listen",
		"policy": null,
		"confidence": null,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "user",
		"timestamp": 1650872078.3421326,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "hello",
		"parse_data": {
			"intent": {
				"name": "greet",
				"confidence": 0.9999662637710571
			},
			"entities": [],
			"text": "hello",
			"message_id": "1a49f34fa81046f7960706962e4bb3ec",
			"metadata": {},
			"text_tokens": [
				[0, 5]
			],
			"intent_ranking": [{
				"name": "greet",
				"confidence": 0.9999662637710571
			}, {
				"name": "goodbye",
				"confidence": 1.8412820281810127e-05
			}, {
				"name": "image_route_diagnosis_query",
				"confidence": 6.356640824378701e-06
			}, {
				"name": "out_of_scope",
				"confidence": 4.309453288442455e-06
			}, {
				"name": "image_file_name",
				"confidence": 4.0408276618109085e-06
			}, {
				"name": "chitchat",
				"confidence": 7.444671723533247e-07
			}],
			"response_selector": {
				"all_retrieval_intents": ["chitchat"],
				"default": {
					"response": {
						"responses": [{
							"text": "你好，我是TeleBot机器人，一个专注路由图像故障诊断定位的对话机器人。"
						}],
						"confidence": 1.0,
						"intent_response_key": "chitchat/whoyouare",
						"utter_action": "utter_chitchat/whoyouare"
					},
					"ranking": [{
						"confidence": 1.0,
						"intent_response_key": "chitchat/whoyouare"
					}, {
						"confidence": 1.7017569575727975e-09,
						"intent_response_key": "chitchat/whatyoucando"
					}]
				}
			}
		},
		"input_channel": "cmdline",
		"message_id": "1a49f34fa81046f7960706962e4bb3ec"
	}, {
		"event": "user_featurization",
		"timestamp": 1650872078.4045298,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"use_text_for_featurization": false
	}, {
		"event": "action",
		"timestamp": 1650872078.4045298,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "utter_greet",
		"policy": "RulePolicy",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "bot",
		"timestamp": 1650872078.4065237,
		"metadata": {
			"utter_action": "utter_greet",
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "你好，我是TeleBot，我可以帮你诊断路由故障信息！。你可以对我说「请诊断一下路由图像的故障信息」",
		"data": {
			"elements": null,
			"quick_replies": null,
			"buttons": null,
			"attachment": null,
			"image": null,
			"custom": null
		}
	}, {
		"event": "action",
		"timestamp": 1650872078.4464154,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_listen",
		"policy": "RulePolicy",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "user",
		"timestamp": 1650872090.9422488,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "请诊断一下路由图像",
		"parse_data": {
			"intent": {
				"name": "image_route_diagnosis_query",
				"confidence": 0.9999964237213135
			},
			"entities": [],
			"text": "请诊断一下路由图像",
			"message_id": "e38f159047ff475fb4243c196ba0801e",
			"metadata": {},
			"text_tokens": [
				[0, 1],
			.......
			],
			"intent_ranking": [{
				"name": "image_route_diagnosis_query",
				"confidence": 0.9999964237213135
			}, {
				"name": "greet",
				"confidence": 2.3633494947716827e-06
			}, {
				"name": "image_file_name",
				"confidence": 8.946989282776485e-07
			}, {
				"name": "chitchat",
				"confidence": 1.8596077211441298e-07
			}, {
				"name": "goodbye",
				"confidence": 1.0685715778890881e-07
			}, {
				"name": "out_of_scope",
				"confidence": 1.1204789096552759e-08
			}],
			"response_selector": {
				"all_retrieval_intents": ["chitchat"],
				"default": {
					"response": {
						"responses": [{
							"text": "你好，我是TeleBot机器人，一个专注路由图像故障诊断定位的对话机器人。"
						}],
						"confidence": 1.0,
						"intent_response_key": "chitchat/whoyouare",
						"utter_action": "utter_chitchat/whoyouare"
					},
					"ranking": [{
						"confidence": 1.0,
						"intent_response_key": "chitchat/whoyouare"
					}, {
						"confidence": 0.0,
						"intent_response_key": "chitchat/whatyoucando"
					}]
				}
			}
		},
		"input_channel": "cmdline",
		"message_id": "e38f159047ff475fb4243c196ba0801e"
	}, {
		"event": "user_featurization",
		"timestamp": 1650872091.0290265,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"use_text_for_featurization": false
	}, {
		"event": "action",
		"timestamp": 1650872091.0290265,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "image_encryption_form",
		"policy": "AugmentedMemoizationPolicy",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "active_loop",
		"timestamp": 1650872091.0310218,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "image_encryption_form"
	}, {
		"event": "slot",
		"timestamp": 1650872091.0310218,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "requested_slot",
		"value": "image_encryption_slot"
	}, {
		"event": "bot",
		"timestamp": 1650872091.0310218,
		"metadata": {
			"utter_action": "utter_ask_image_encryption_form_image_encryption_slot",
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "请上传路由图片！[utter_ask_form_slot]",
		"data": {
			"elements": null,
			"quick_replies": null,
			"buttons": null,
			"attachment": null,
			"image": null,
			"custom": null
		}
	}, {
		"event": "action",
		"timestamp": 1650872091.0764616,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_listen",
		"policy": "RulePolicy",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "user",
		"timestamp": 1650873227.1691988,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "/restart",
		"parse_data": {
			"intent": {
				"name": "restart",
				"confidence": 1.0
			},
			"entities": [],
			"text": "/restart",
			"message_id": "0db4d76bb05e4e8da01b2de1015a64ed",
			"metadata": {},
			"intent_ranking": [{
				"name": "restart",
				"confidence": 1.0
			}]
		},
		"input_channel": "cmdline",
		"message_id": "0db4d76bb05e4e8da01b2de1015a64ed"
	}, {
		"event": "user_featurization",
		"timestamp": 1650873227.2462513,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"use_text_for_featurization": false
	}, {
		"event": "action",
		"timestamp": 1650873227.2462513,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_restart",
		"policy": "RulePolicy",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": true
	}, {
		"event": "bot",
		"timestamp": 1650873227.248245,
		"metadata": {
			"utter_action": "utter_restart",
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"text": "... 😉",
		"data": {
			"elements": null,
			"quick_replies": null,
			"buttons": null,
			"attachment": null,
			"image": null,
			"custom": null
		}
	}, {
		"event": "restart",
		"timestamp": 1650873227.248245,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		}
	}, {
		"event": "action",
		"timestamp": 1650873227.2542272,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_session_start",
		"policy": "followup_action",
		"confidence": 1.0,
		"action_text": null,
		"hide_rule_turn": false
	}, {
		"event": "session_started",
		"timestamp": 1650873227.2572186,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		}
	}, {
		"event": "action",
		"timestamp": 1650873227.2572186,
		"metadata": {
			"model_id": "27bdda6c44024b83a230a16cb66663b5"
		},
		"name": "action_listen",
		"policy": null,
		"confidence": null,
		"action_text": null,
		"hide_rule_turn": false
	}],
	"name": "361650eb22d6416ebee86b995311de9f"
}

Rasa运行日志

2022-04-25 16:25:48 DEBUG    urllib3.connectionpool  - 。。HTTPSConnectionPool(host='api.segment.io', port=443): Max retries exceeded wit
h url: /v1/track (Caused by SSLError(SSLEOFError(8, 'EOF occurred in violation of protocol (_ssl.c:1125)')))
2022-04-25 16:25:48 DEBUG    rasa.core.tracker_store  - Connected to RedisTrackerStore.
2022-04-25 16:25:48 DEBUG    rasa.core.lock_store  - Connected to lock store 'RedisLockStore'.
2022-04-25 16:25:48 DEBUG    rasa.core.nlg.generator  - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.
2022-04-25 16:25:48 INFO     rasa.core.processor  - Loading model models\20220425-160933-aged-discriminant.tar.gz...

Rasa课程、Rasa培训、Rasa面试、Rasa实战系列之Docker Duckling服务部署

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原文地址: http://outofmemory.cn/langs/739119.html

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