如何将Spacy模型添加到requirements.txt文件? [英] How to add a Spacy model to a requirements.txt file?

问题描述

我有一个使用Spacy模型"en_core_web_sm"的应用.我已经在本地计算机上测试了该应用程序，并且运行正常.

I have an app that uses the Spacy model "en_core_web_sm". I have tested the app on my local machine and it works fine.

但是，当我将其部署到Heroku时，会出现此错误:

However when I deploy it to Heroku, it gives me this error:

找不到模型'en_core_web_sm'.它似乎不是快捷方式链接，Python软件包或数据目录的有效路径."

"Can't find model 'en_core_web_sm'. It doesn't seem to be a shortcut link, a Python package or a valid path to a data directory."

我的需求文件包含spacy == 2.2.4.

My requirements file contains spacy==2.2.4.

我一直在研究此错误，发现需要使用以下命令单独下载模型: python -m spacy download en_core_web_sm

I have been doing some research on this error and found that the model needs to be downloaded separately using this command: python -m spacy download en_core_web_sm

我一直在寻找将相同内容添加到我的requirements.txt文件中的方法，但一直没找到有效的方法！

I have been looking for ways to add the same to my requirements.txt file but haven't been able to find one that works!

我也尝试过-将以下内容添加到需求文件中:

I tried this as well - added the below to the requirements file:

-e git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz#egg=en_core_web_sm==2.2.0

但是它给出了这个错误:

but it gave this error:

将git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz克隆到/app/.heroku/src/en-core -web-sm

"Cloning git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz to /app/.heroku/src/en-core-web-sm

运行命令git clone -q git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz/app/.heroku/src/核心网络短信 致命:远程错误: 爆炸/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz不是有效的存储库名称.

Running command git clone -q git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz /app/.heroku/src/en-core-web-sm fatal: remote error: explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz is not a valid repository name"

是否有一种方法可以从需求文件中加载此Spacy模型?或任何其他可能的修复方法?

Is there a way to get this Spacy model to load from the requirements file? Or any other fix that is possible?

谢谢.

推荐答案

好，所以经过更多谷歌搜索并寻求解决方案后，我发现此解决方案有效:

Ok, so after some more Googling and hunting for a solution, I found this solution that worked:

我从@tausif在他的答案中共享的URL中下载了tarball到我的本地系统.

I downloaded the tarball from the url that @tausif shared in his answer, to my local system.

将其保存在具有我的requirements.txt文件的目录中.

Saved it in the directory which had my requirements.txt file.

然后我将此行添加到我的requirements.txt文件中:./en_core_web_sm-2.2.5.tar.gz

Then I added this line to my requirements.txt file: ./en_core_web_sm-2.2.5.tar.gz

继续部署到Heroku-成功，并且该应用程序现在可以完美运行.

Proceeded with deploying to Heroku - it succeeded and the app works perfectly now.

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