sassoftware / sassoftware/python-sasctl
full_lifecycle example error when scoring the model
还没有人认领这个 Issue。
- 主要语言
- Python
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- 派生
- 45
- 平均合并
- 23 小时 38 分钟
- 30 天内合并 PR
- 2
描述
Hi, I followed the example full_lifecycle on Viya Stable 2024.05.
After publishing the model to MAS, I try to score the model using the following code (coming from the example):
Select the first row of testing data
x = X_test.iloc[0, :]
Call the published module and score the record
result = module_lm.predict(x)
result
When executing, I get the following error message.
(Traceback (most recent call last):
File "/opt/conda/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3460, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "/tmp/ipykernel_88/3639141225.py", line 5, in
result = module_lm.predict(x)
File "", line 132, in _bostonlinearregression_9096f80f6_predict
File "/opt/conda/lib/python3.10/site-packages/sasctl/_services/microanalytic_score.py", line 144, in execute_module_step
r = cls.post("/modules/{}/steps/{}".format(module, step), json=body)
File "/opt/conda/lib/python3.10/site-packages/sasctl/_services/service.py", line 113, in post
return cls.request("post", *args, **kwargs)
File "/opt/conda/lib/python3.10/site-packages/sasctl/services/service.py", line 93, in request
return core.request(verb, path, session, format, **kwargs)
File "/opt/conda/lib/python3.10/site-packages/sasctl/core.py", line 2042, in request
raise HTTPError(
urllib.error.HTTPError: HTTP Error 500: {"errorCode":-1958743877,"message":"Error 8b3ff0bb received when executing the step "predict" of the module "bostonlinearregression_9096f80f6".","details":["traceId: db2747f967f1cd2f","path: /microanalyticScore/modules/bostonlinearregression_9096f80f6/steps/predict"],"links":[],"version":2,"httpStatusCode":500}
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/opt/conda/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 2054, in showtraceback
if hasattr(value, "render_traceback"):
File "/opt/conda/lib/python3.10/tempfile.py", line 477, in getattr
file = self.dict['file']
KeyError: 'file'
Knowing that I get a HTTP 500 error, I'm not 100% sure if the problem is my environment configuration or with sasctl.
贡献指南
从这里开始
- 先读完整个 Issue,再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库,在一个分支上完成修改。
- 提交 Pull Request,并在描述里引用这个 Issue 编号。
调研方向
从 Viya Stable 2024.05 上的 full_lifecycle 示例开始,使用所示的 X_test 行重现 module_lm.predict(x) 调用。检查 sasctl 在 microanalytic_score.py 中的 traceback 以及返回的 HTTP 500 详细信息,以区分环境问题和 sasctl 问题。完成的标准是已确定原因,并且示例 scoring 路径能够正常工作,或已记录所需的限制。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- api
- Issue 类型
- 缺陷
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- 4/5
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- 3-5 天
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- 30/100