IBM Cloud / bluemix上的Python Flask应用程序带有Textblob库抛出异常-textblob.exceptions.MissingCorpusError

时间:2018-07-04 05:10:57

标签: python flask ibm-cloud nltk textblob

我正在尝试在IBM Cloud / Bluemix上运行带有某些文本分析功能(使用TextBlob)的python flask应用程序。通过cf push命令部署该应用程序后,出现以下错误(请参见下文)。站点,当用户尝试使用需要用户在其系统上没有的数据集或模型的功能时,将引发此异常。

error:
Error while running the app:
textblob.exceptions.MissingCorpusError
MissingCorpusError: 
Looks like you are missing some required data for this feature.

To download the necessary data, simply run

python -m textblob.download_corpora
or use the NLTK downloader to download the missing data: 
http://nltk.org/data.html
If this doesn't fix the problem, file an issue at 
https://github.com/sloria/TextBlob/issues.

现在我的问题是我在我的require.txt文件中添加了Flask,Textblob和NLTK,如下所示。没有运行上面提到的命令,还有其他方法可以使这项工作吗? 注意:此应用程序可在本地系统上完美运行。

requirement.txt content:
Flask==0.12.2
cloudant==2.4.0
textblob==0.15.1
nltk==3.3

这是错误/警告,当我通过push命令部署应用程序时得到

        -----> Downloading NLTK corpora...
!     nltk.txt not found, not downloading any corpora

Henrik询问的编辑: 当我运行以下命令python -m textblob.download_corpora时,正在我的系统上下载corporas。我在nltk.txt文件中提到了相同的列表

`[nltk_data] Downloading package brown to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package brown is already up-to-date!
 [nltk_data] Downloading package punkt to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package punkt is already up-to-date!
 [nltk_data] Downloading package wordnet to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package wordnet is already up-to-date!
 [nltk_data] Downloading package averaged_perceptron_tagger to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package averaged_perceptron_tagger is already up-to-
 [nltk_data]       date!
 [nltk_data] Downloading package conll2000 to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package conll2000 is already up-to-date!
 [nltk_data] Downloading package movie_reviews to
 [nltk_data]     C:\Users\MohanaKrishnaV\AppData\Roaming\nltk_data...
 [nltk_data]   Package movie_reviews is already up-to-date!
 Finished.

这就是我的nltk.txt的样子

brown wordnet
averaged_perceptron_tagger
brown
sentence_polarity
sentiwordnet
subjectivity
words
punkt
maxent_treebank_pos_tagger
movie_reviews
conll2000

我在nltk.txt中添加了其他语料库,如下所示,希望没问题

 sentence_polarity
 sentiwordnet
 subjectivity
 words

这是错误日志的样子:

   -------> Buildpack version 1.5.22
   -----> Installing pip-pop (0.1.1)
   Downloaded [https://buildpacks.cloudfoundry.org/dependencies/manual- 
   binaries/pip-pop/pip-pop-0.1.1-d410583a.tar.gz]
   -----> Installing pipenv (4.0.1)
   Downloaded [https://buildpacks.cloudfoundry.org/dependencies/manual- 
   binaries/pipenv/pipenv-4.0.1-148f753f.tar.gz]
    $ pip install -r requirements.txt
   You are using pip version 9.0.1, however version 10.0.1 is available.
   You should consider upgrading via the 'pip install --upgrade pip' command.
   You are using pip version 9.0.1, however version 10.0.1 is available.
   You should consider upgrading via the 'pip install --upgrade pip' command.
   -----> Downloading NLTK corpora...
   -----> Downloading NLTK packages: brown wordnet
   averaged_perceptron_tagger
   brown
   sentence_polarity
   sentiwordnet
   subjectivity
   words
   punkt
   maxent_treebank_pos_tagger
   movie_reviews
      [nltk_data] Downloading package brown to
      [nltk_data]     /tmp/contents525031002/deps/0/python/nltk_data...
      [nltk_data]   Package brown is already up-to-date!
      [nltk_data] Error loading wordnet : Package 'wordnet\r' not found in
      [nltk_data]     index
      Error installing package. Retry? [n/y/e]
    Traceback (most recent call last):
    File "/tmp/contents525031002/deps/0/python/lib/python2.7/runpy.py", line 
    174, in _run_module_as_main
    "__main__", fname, loader, pkg_name)
    File "/tmp/contents525031002/deps/0/python/lib/python2.7/runpy.py", line 
    72, in _run_code
    exec code in run_globals
    File "/tmp/contents525031002/deps/0/python/lib/python2.7/site- 
    packages/nltk/downloader.py", line 2272, in <module>
    halt_on_error=options.halt_on_error)
    File "/tmp/contents525031002/deps/0/python/lib/python2.7/site- 
    packages/nltk/downloader.py", line 681, in download
    choice = input().strip()
    EOFError: EOF when reading a line
    Exit status 0
    Staging complete
    Uploading droplet, build artifacts cache...
    Uploading build artifacts cache...
    Uploading droplet...
    Uploaded build artifacts cache (64.3M)
    Uploaded droplet (105.6M)
    Uploading complete
    Stopping instance 6cbf3cbc-aef1-4a73-a7ab-d562a606fe5b
    Destroying container
    Successfully destroyed container

这是我推送应用程序的方式: cf login >> [我提供我的登录详细信息] >> cf push

1 个答案:

答案 0 :(得分:0)

似乎您部署的应用程序的根目录中没有nltk.txtThe Cloud Foundry Python buildpacks have built-in support for NLTK。文本文件包含有关在部署过程中需要安装哪个语料库的信息。

nltk.txt的内容示例:

wordnet averaged_perceptron_tagger brown sentence_polarity

确保它是一行,没有重复,也没有奇怪的字符...