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在GitHub Actions中运行Rasa测试时,如何配置--domain参数?

解决GitHub Actions中Rasa工作流的Domain路径问题

我在.github/workflows目录下有一份gate.yml文件,用于向master分支创建拉取请求(pull request)时测试Rasa模型,原配置代码如下:

name: Rasa 

on:
  push:
    branches:
      - master
  pull_request:
    branches:
      - master

jobs:
  training-testing:
    name: Training and Testing
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v1
      - name: Rasa Train and Test GitHub Action
        uses: RasaHQ/rasa-train-test-gha@main
        with:
          data_validate: true
          rasa_train: true
          cross_validation: true
          rasa_test: true
          test_type: all
          publish_summary: true
          github_token: ${{ secrets.GITHUB_TOKEN }}
      - name: Upload model
        if: github.ref == 'refs/heads/master'
        uses: actions/upload-artifact@master
        with:
          name: model
          path: models

现在每次创建拉取请求都会报错,推测和目录结构有关,当前文件目录结构如下:

.github
└── workflows
    └── gate.yml
stockrecolib
└── chatbot
    └── domain.yml

解决方案:指定Domain文件路径

问题根源是Rasa默认会在当前工作目录查找domain.yml,但你的domain文件在stockrecolib/chatbot/子目录下,所以需要在GitHub Action的配置中显式指定domain路径,对应Rasa的--domain参数。

修改gate.yml中Rasa Train and Test GitHub Action步骤的配置,添加domain参数:

name: Rasa 

on:
  push:
    branches:
      - master
  pull_request:
    branches:
      - master

jobs:
  training-testing:
    name: Training and Testing
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v1
      - name: Rasa Train and Test GitHub Action
        uses: RasaHQ/rasa-train-test-gha@main
        with:
          data_validate: true
          rasa_train: true
          cross_validation: true
          rasa_test: true
          test_type: all
          publish_summary: true
          github_token: ${{ secrets.GITHUB_TOKEN }}
          # 新增:指定domain文件的相对路径
          domain: stockrecolib/chatbot/domain.yml
      - name: Upload model
        if: github.ref == 'refs/heads/master'
        uses: actions/upload-artifact@master
        with:
          name: model
          path: models

补充说明

如果你的训练数据(nlu.yml、stories.yml等)也在stockrecolib/chatbot/目录下,还需要添加data参数指定数据路径:

data: stockrecolib/chatbot/data

这样Rasa就能完整找到所有必要的文件,顺利完成训练和测试流程。

内容的提问来源于stack exchange,提问作者samuel gast

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最近更新时间:2026.06.26 14:32:18