mirror of
https://github.com/csunny/DB-GPT.git
synced 2025-08-02 00:28:00 +00:00
feat:update spark connection
This commit is contained in:
parent
8c4accb09e
commit
b39ba51bb7
@ -35,6 +35,7 @@ now DB-GPT support Datasource Type
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* DuckDB
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* Clickhouse
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* Mssql
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* Spark
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```
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### 2.ChatData
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@ -80,4 +80,16 @@ Download and install `Microsoft C++ Build Tools` from [visual-cpp-build-tools](h
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```
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1. Install [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit-archive)
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2. Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally/#start-locally) with CUDA support.
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2. Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally/#start-locally) with CUDA support.
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##### Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'.
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```commandline
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pip install chromadb==0.4.10
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```
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##### Q8: pydantic.error_wrappers.ValidationError:1 validation error for HuggingFaceEmbeddings.model_kwargs extra not permitted
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```commandline
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pip install langchain>=0.0.286
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```
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@ -86,8 +86,9 @@ pip install -e "pip install -e ".[default]"
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##### Q8 When starting the worker_manager on a cloud server and registering it with the controller, it is noticed that the worker's exposed IP is a private IP instead of a public IP, which leads to the inability to access the service.
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```commandline
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--worker_register_host public_ip The ip address of current worker to register
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to ModelController. If None, the address is
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to ModelController. If None, the address is
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automatically determined
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```
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@ -8,7 +8,7 @@ msgid ""
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msgstr ""
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"Project-Id-Version: DB-GPT 👏👏 0.3.5\n"
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"Report-Msgid-Bugs-To: \n"
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"POT-Creation-Date: 2023-08-29 20:30+0800\n"
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"POT-Creation-Date: 2023-09-26 17:51+0800\n"
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"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
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"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
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"Language: zh_CN\n"
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@ -20,12 +20,12 @@ msgstr ""
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"Generated-By: Babel 2.12.1\n"
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#: ../../getting_started/application/chatdb/chatdb.md:1
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#: 46745445059c40848770d89655d4452a
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#: 0cf45852c1fd430090da81836bc961c7
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msgid "ChatData & ChatDB"
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msgstr "ChatData & ChatDB"
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#: ../../getting_started/application/chatdb/chatdb.md:3
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#: 494c5e475fbb420eaab49739b696a2ce
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#: 6dc94a787ff844caa21074d71aaf351a
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#, fuzzy
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msgid ""
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"ChatData generates SQL from natural language and executes it. ChatDB "
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@ -41,119 +41,127 @@ msgstr ""
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#: ../../getting_started/application/chatdb/chatdb.md:20
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#: ../../getting_started/application/chatdb/chatdb.md:24
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#: ../../getting_started/application/chatdb/chatdb.md:28
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: ../../getting_started/application/chatdb/chatdb.md:53
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#: 0b20219c11a14f9ebdfac5ebabcdcd8d 0f8e5d9baaec4602ae57b55b4db286cf
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#: 3a2ef73b33c74d838b5c0ea41b83430d 9de27f6a12dd447eb9434c3b10dce97e
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#: 9fc2b16790534cf9a79ac57d7b54ff27
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#: ../../getting_started/application/chatdb/chatdb.md:43
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#: ../../getting_started/application/chatdb/chatdb.md:48
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#: ../../getting_started/application/chatdb/chatdb.md:54
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#: 826032e82a0a40b2bd122a90a35d0161 91652ef9e3224290b0c89112bcca4474
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#: d396ffa33eef4bef8471040369414420 d7f176a7794048d3ac3573970db86d9d
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#: f80e5611eca64f86baeeed6c860061f9
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msgid "db plugins demonstration"
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msgstr "db plugins demonstration"
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#: ../../getting_started/application/chatdb/chatdb.md:7
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#: 8d4f856b1b734434a80d1a9cc43b1611
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#: aa0f978d3ad34b71aacf143a4c807ba1
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msgid "1.Choose Datasource"
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msgstr "1.Choose Datasource"
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#: ../../getting_started/application/chatdb/chatdb.md:9
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#: 9218c985e6e24cebab8c098bc49119a3
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#: 8a2338e2fbae44f1b61b2fcf062499d3
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msgid ""
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"If you are using DB-GPT for the first time, you need to add a data source"
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" and set the relevant connection information for the data source."
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msgstr "如果你是第一次使用DB-GPT, 首先需要添加数据源,设置数据源的相关连接信息"
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#: ../../getting_started/application/chatdb/chatdb.md:13
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#: ec508b8298bf4657aca722875d34d858
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#: f1d165ab8b564445880e581a2e554434
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msgid "there are some example data in DB-GPT-NEW/DB-GPT/docker/examples"
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msgstr "在DB-GPT-NEW/DB-GPT/docker/examples有数据示例"
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#: ../../getting_started/application/chatdb/chatdb.md:15
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#: c92428030b914053ad4c01ab9d78ccff
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#: dd390cb518094c96bf5430bfa821830f
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msgid "you can execute sql script to generate data."
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msgstr "你可以通过执行sql脚本生成测试数据"
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#: ../../getting_started/application/chatdb/chatdb.md:18
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#: fa5f5b1bf8994d349ba80b63be472c7f
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#: aebd974d23124daa80af6d74431d1ce3
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msgid "1.1 Datasource management"
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msgstr "1.1 Datasource management"
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#: ../../getting_started/application/chatdb/chatdb.md:20
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#: 6bb044bd35b3469ebee61baf394ce613
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#: af4d12aaed5c4fc484a3e7a755a666c2
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msgid ""
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""
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msgstr ""
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#: ../../getting_started/application/chatdb/chatdb.md:22
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#: 23254a25f3464970a7b3e3d7dafa832a
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#: 34b7b9ce0f0142af8179a8e1763a32f8
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msgid "1.2 Connection management"
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msgstr "1.2 Connection管理"
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#: ../../getting_started/application/chatdb/chatdb.md:24
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#: e244169193dc48fab1b692f7410aed0b
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#: 00a1af9f4e0a45b9a398f641c8198114
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msgid ""
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""
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msgstr ""
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#: ../../getting_started/application/chatdb/chatdb.md:26
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#: 32507323a3884f35991f60646b6077bb
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#: 3b8efc25b482480b8d0f4afe5304ece0
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msgid "1.3 Add Datasource"
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msgstr "1.3 添加Datasource"
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#: ../../getting_started/application/chatdb/chatdb.md:28
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#: 3665c149527b4fc3944549454ce81bcf
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#: d36a476e1eb34a46b2d35e6c1c4c39dd
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msgid ""
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""
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msgstr ""
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#: ../../getting_started/application/chatdb/chatdb.md:31
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#: 23100fa4b1b642699f1faae80f78419b
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#: 9205388f91404099bf1add6d55f33801
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msgid "now DB-GPT support Datasource Type"
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msgstr "DB-GPT支持数据源类型"
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#: ../../getting_started/application/chatdb/chatdb.md:33
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#: 54f6ac1232294e72975f2ec8f92a19fd
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#: 197722ccd9e54f8196e3037f0ebd4165
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msgid "Mysql"
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msgstr "Mysql"
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#: ../../getting_started/application/chatdb/chatdb.md:34
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#: e2aff57c70fd4f6b81da9548f59e97b7
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#: e859c194648440b19941a42635f37ac5
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msgid "Sqlite"
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msgstr "Sqlite"
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#: ../../getting_started/application/chatdb/chatdb.md:35
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#: fc2a02bf5b004896a3c68b0f27f82c7b
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#: 91c695f437064f01bf1d7c85a0ecf5b4
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msgid "DuckDB"
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msgstr "DuckDB"
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#: ../../getting_started/application/chatdb/chatdb.md:36
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#: 1c97c47b248741b290265c7d72875d7a
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#: 0a8ff591969c4944890415a84aa64173
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msgid "Clickhouse"
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msgstr "Clickhouse"
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#: ../../getting_started/application/chatdb/chatdb.md:37
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#: 5ebd3d4f0ca94f50b5f536f673d68610
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#: d52ec849653141dc95862e82ce5777e0
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#, fuzzy
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msgid "Mssql"
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msgstr "Mysql"
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#: ../../getting_started/application/chatdb/chatdb.md:40
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#: dcdac0c0e6e24305ad601e5ccd82c877
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#: ../../getting_started/application/chatdb/chatdb.md:38
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#: 430a72d857114422aeecd5595df41881
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msgid "Spark"
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msgstr "Spark"
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#: ../../getting_started/application/chatdb/chatdb.md:41
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#: b615a70971e7443291ba33e8bc12b437
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msgid "2.ChatData"
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msgstr "2.ChatData"
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#: ../../getting_started/application/chatdb/chatdb.md:41
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#: c15bd38f6f754e0b8820a8afc0a8358b
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: e3542c64926143958e71c7cb21d25c78
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msgid "Preview Mode"
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msgstr "Preview Mode"
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#: ../../getting_started/application/chatdb/chatdb.md:42
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#: b43ffb3cf0734fc8b17ab3865856eda8
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#: ../../getting_started/application/chatdb/chatdb.md:43
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#: e32f26b7c22141e181b5345a644dffd5
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#, fuzzy
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msgid ""
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"After successfully setting up the data source, you can start conversing "
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@ -165,32 +173,34 @@ msgstr ""
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"设置数据源成功后就可以和数据库进行对话了。你可以让它帮你生成SQL,也可以和问它数据库元数据的相关信息。 "
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#: ../../getting_started/application/chatdb/chatdb.md:46
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#: 3f31a98fbf804b3495344ee95505e037
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: 4d5c0465a01b4f5a964d0e803f9cbc89
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msgid "Editor Mode"
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msgstr "Editor Mode"
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#: ../../getting_started/application/chatdb/chatdb.md:47
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#: e3c071be4daa40d0b03af97dbafe1713
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#: ../../getting_started/application/chatdb/chatdb.md:48
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#: 79b088787e8f43258bcc4292c89ad1b0
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msgid ""
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"In Editor Mode, you can edit your sql and execute it. "
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msgstr "编辑器模式下可以在线编辑sql进行调试. "
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#: ../../getting_started/application/chatdb/chatdb.md:51
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#: 6c694afb12dc4ef28bb58db80d15190c
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#: ../../getting_started/application/chatdb/chatdb.md:52
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#: 9efaf27749614cd4bea07146edddf558
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msgid "3.ChatDB"
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msgstr "3.ChatDB"
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#: ../../getting_started/application/chatdb/chatdb.md:53
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#: 631503240cf64cc8b80a9f5e43aae0dd
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#: ../../getting_started/application/chatdb/chatdb.md:54
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#: b2dc15f067064c60974e532c3e2f5893
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msgid ""
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""
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msgstr ""
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#~ msgid ""
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@ -8,7 +8,7 @@ msgid ""
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msgstr ""
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"Project-Id-Version: DB-GPT 👏👏 0.3.5\n"
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"Report-Msgid-Bugs-To: \n"
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"POT-Creation-Date: 2023-08-29 20:50+0800\n"
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"POT-Creation-Date: 2023-09-26 17:47+0800\n"
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"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
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"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
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"Language: zh_CN\n"
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@ -20,12 +20,12 @@ msgstr ""
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"Generated-By: Babel 2.12.1\n"
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#: ../../getting_started/faq/deploy/deploy_faq.md:1
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#: 0baefc753798469588ea011c12a0bfd3
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#: ca823e9d6d1d433db7ed15c8273e1b00
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msgid "Installation FAQ"
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msgstr "Installation FAQ"
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#: ../../getting_started/faq/deploy/deploy_faq.md:5
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#: 013bf01a02c842ee8bc576f85d127e22
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#: 3803d098c534434f9f513b3a62de54a4
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#, fuzzy
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msgid ""
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"Q1: execute `pip install -e .` error, found some package cannot find "
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@ -35,18 +35,18 @@ msgstr ""
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"cannot find correct version."
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#: ../../getting_started/faq/deploy/deploy_faq.md:6
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#: 2729928139484def827143c17f2d968c
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#: b785864f47e643df9a4669d8da6167d6
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msgid "change the pip source."
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msgstr "替换pip源."
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#: ../../getting_started/faq/deploy/deploy_faq.md:13
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#: ../../getting_started/faq/deploy/deploy_faq.md:20
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#: 6e8bf02d7117454fbcc28c7ec27e055a acd2186c0320466f95b500dade75591b
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#: c41f026fb1464c71a45d0746c224ecce f70fb69b568d4fc4ad4c4731b2032eaf
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msgid "or"
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msgstr "或者"
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#: ../../getting_started/faq/deploy/deploy_faq.md:27
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#: c5aab9455827416084a1ea6792263add
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#: d179e3d695764f838dc354eb0d978bb3
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msgid ""
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"Q2: sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) unable to"
|
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" open database file"
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@ -55,73 +55,86 @@ msgstr ""
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" open database file"
|
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|
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#: ../../getting_started/faq/deploy/deploy_faq.md:29
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#: 29880cfc6c7f4f6fb14a9cbb9eed07ad
|
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#: 55174e8d247a414e8c6c8861d4707a55
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msgid "make sure you pull latest code or create directory with mkdir pilot/data"
|
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msgstr "make sure you pull latest code or create directory with mkdir pilot/data"
|
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|
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#: ../../getting_started/faq/deploy/deploy_faq.md:31
|
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#: 36264030f5cd41bebd17beae12d9be51
|
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#: dbce9e9cae734a5083a6f0fc28bce7cd
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msgid "Q3: The model keeps getting killed."
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msgstr "Q3: The model keeps getting killed."
|
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|
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#: ../../getting_started/faq/deploy/deploy_faq.md:33
|
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#: 0cbf6ae0fee14d239cb1cc6ddba134d7
|
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#: 2de5648d2e7546bf85f20f4162003298
|
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msgid ""
|
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"your GPU VRAM size is not enough, try replace your hardware or replace "
|
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"other llms."
|
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msgstr "GPU显存不够, 增加显存或者换一个显存小的模型"
|
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|
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#: ../../getting_started/faq/deploy/deploy_faq.md:35
|
||||
#: 6f4ce365d20843529195aa6970d6074e
|
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#: 47810771cd364964b9b5b8fd85bca4ee
|
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msgid "Q4: How to access website on the public network"
|
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msgstr ""
|
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|
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#: ../../getting_started/faq/deploy/deploy_faq.md:37
|
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#: 9f4a119e64c74a0693fa067cd35cd833
|
||||
#: e8c5bac6680648509d528ea6aaf5994e
|
||||
msgid ""
|
||||
"You can try to use gradio's [network](https://github.com/gradio-"
|
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"app/gradio/blob/main/gradio/networking.py) to achieve."
|
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msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:48
|
||||
#: 4c09cfb493ba41fb8590954b986e949d
|
||||
#: bb75ec127f574c00a09d92d5206e9357
|
||||
msgid "Open `url` with your browser to see the website."
|
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msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:50
|
||||
#: 7d905a99d1c547eb95d9c619c70bf221
|
||||
#: 5fdb87b84bd94385a1a93dab8d41ebe8
|
||||
msgid "Q5: (Windows) execute `pip install -e .` error"
|
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msgstr ""
|
||||
|
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#: ../../getting_started/faq/deploy/deploy_faq.md:52
|
||||
#: fe26218168c4447a8dc89e436cdd1000
|
||||
#: 31eef51e044044f29f3ad08defa9c305
|
||||
msgid "The error log like the following:"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:71
|
||||
#: d15615f7798d4dc0ad49d9b28926fe32
|
||||
#: aaba0c3060b443e4b9877f70d78321ce
|
||||
msgid ""
|
||||
"Download and install `Microsoft C++ Build Tools` from [visual-cpp-build-"
|
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"tools](https://visualstudio.microsoft.com/visual-cpp-build-tools/)"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:75
|
||||
#: 60ef06d3f99c44c1b568ec7c652905ee
|
||||
#: 4c8137546e5c4240884f7ea6d9d922bf
|
||||
msgid "Q6: `Torch not compiled with CUDA enabled`"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:82
|
||||
#: 830e63627d2c48b8987ed20db3405c41
|
||||
#: 01daf14f8c494219b1d9a5af4449951e
|
||||
msgid "Install [CUDA Toolkit](https://developer.nvidia.com/cuda-toolkit-archive)"
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:83
|
||||
#: 50a1c244ddf747d797825158550026b9
|
||||
#: c75e6371911e4d5ca6859e51501c9679
|
||||
msgid ""
|
||||
"Reinstall PyTorch [start-locally](https://pytorch.org/get-started/locally"
|
||||
"/#start-locally) with CUDA support."
|
||||
msgstr ""
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:85
|
||||
#: 7cfb9003e505445ebb9ed3d015e184e2
|
||||
msgid "Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'."
|
||||
msgstr "Q7: ImportError: cannot import name 'PersistentClient' from 'chromadb'."
|
||||
|
||||
#: ../../getting_started/faq/deploy/deploy_faq.md:91
|
||||
#: e1d5d5d85ddc480d8d81f7b550848cbf
|
||||
msgid ""
|
||||
"Q8: pydantic.error_wrappers.ValidationError:1 validation error for "
|
||||
"HuggingFaceEmbeddings.model_kwargs extra not permitted"
|
||||
msgstr "Q8: pydantic.error_wrappers.ValidationError:1 validation error for "
|
||||
"HuggingFaceEmbeddings.model_kwargs extra not permitted"
|
||||
|
||||
#~ msgid ""
|
||||
#~ "Q2: When use Mysql, Access denied "
|
||||
#~ "for user 'root@localhost'(using password :NO)"
|
||||
|
@ -29,6 +29,7 @@ class DBType(Enum):
|
||||
MSSQL = DbInfo("mssql")
|
||||
Postgresql = DbInfo("postgresql")
|
||||
Clickhouse = DbInfo("clickhouse")
|
||||
Spark = DbInfo("spark", True)
|
||||
|
||||
def value(self):
|
||||
return self._value_.name
|
||||
|
@ -6,9 +6,11 @@ from pilot.connections.base import BaseConnect
|
||||
|
||||
|
||||
class SparkConnect(BaseConnect):
|
||||
"""Spark Connect
|
||||
Args:
|
||||
Usage:
|
||||
"""
|
||||
Spark Connect supports operating on a variety of data sources through the DataFrame interface.
|
||||
A DataFrame can be operated on using relational transformations and can also be used to create a temporary view.
|
||||
Registering a DataFrame as a temporary view allows you to run SQL queries over its data.
|
||||
Datasource now support parquet, jdbc, orc, libsvm, csv, text, json.
|
||||
"""
|
||||
|
||||
"""db type"""
|
||||
@ -29,7 +31,7 @@ class SparkConnect(BaseConnect):
|
||||
return: Spark DataFrame
|
||||
"""
|
||||
self.spark_session = (
|
||||
spark_session or SparkSession.builder.appName("dbgpt").getOrCreate()
|
||||
spark_session or SparkSession.builder.appName("dbgpt_spark").getOrCreate()
|
||||
)
|
||||
self.path = file_path
|
||||
self.table_name = "temp"
|
||||
@ -46,14 +48,19 @@ class SparkConnect(BaseConnect):
|
||||
print("load spark datasource error" + str(e))
|
||||
|
||||
def create_df(self, path) -> DataFrame:
|
||||
"""Create a Spark DataFrame from Datasource path
|
||||
"""Create a Spark DataFrame from Datasource path(now support parquet, jdbc, orc, libsvm, csv, text, json.).
|
||||
return: Spark DataFrame
|
||||
reference:https://spark.apache.org/docs/latest/sql-data-sources-load-save-functions.html
|
||||
"""
|
||||
return self.spark_session.read.option("header", "true").csv(path)
|
||||
extension = (
|
||||
"text" if path.rsplit(".", 1)[-1] == "txt" else path.rsplit(".", 1)[-1]
|
||||
)
|
||||
return self.spark_session.read.load(
|
||||
path, format=extension, inferSchema="true", header="true"
|
||||
)
|
||||
|
||||
def run(self, sql):
|
||||
# self.log(f"llm ingestion sql query is :\n{sql}")
|
||||
# self.df = self.create_df(self.path)
|
||||
print(f"spark sql to run is {sql}")
|
||||
self.df.createOrReplaceTempView(self.table_name)
|
||||
df = self.spark_session.sql(sql)
|
||||
first_row = df.first()
|
||||
|
@ -19,6 +19,7 @@ from pilot.connections.rdbms.conn_clickhouse import ClickhouseConnect
|
||||
from pilot.singleton import Singleton
|
||||
from pilot.common.sql_database import Database
|
||||
from pilot.connections.db_conn_info import DBConfig
|
||||
from pilot.connections.conn_spark import SparkConnect
|
||||
from pilot.summary.db_summary_client import DBSummaryClient
|
||||
|
||||
CFG = Config()
|
||||
|
@ -45,6 +45,8 @@ class ChatWithDbAutoExecute(BaseChat):
|
||||
except Exception as e:
|
||||
print("db summary find error!" + str(e))
|
||||
table_infos = self.database.table_simple_info()
|
||||
if not table_infos:
|
||||
table_infos = self.database.table_simple_info()
|
||||
|
||||
# table_infos = self.database.table_simple_info()
|
||||
|
||||
|
@ -66,9 +66,13 @@ async def model_list():
|
||||
last_heartbeat=model.last_heartbeat,
|
||||
prompt_template=model.prompt_template,
|
||||
)
|
||||
response.manager_host = model.host if manager_map.get(model.host) else None
|
||||
response.manager_host = (
|
||||
model.host if manager_map.get(model.host) else None
|
||||
)
|
||||
response.manager_port = (
|
||||
manager_map[model.host].port if manager_map.get(model.host) else None
|
||||
manager_map[model.host].port
|
||||
if manager_map.get(model.host)
|
||||
else None
|
||||
)
|
||||
responses.append(response)
|
||||
return Result.succ(responses)
|
||||
|
Loading…
Reference in New Issue
Block a user