LDA Mallet CalledProcessError

Question

我正在尝试实现以下代码：

import os
os.environ.update({'MALLET_HOME':r'c:/mallet-2.0.8/'})

mallet_path = 'C:\\mallet-2.0.8\\bin\\mallet'
ldamallet = gensim.models.wrappers.LdaMallet(mallet_path, corpus=bow, num_topics=20, id2word=dictionary)

但是，我不断收到此错误：

CalledProcessError: Command 'C:\mallet-2.0.8\bin\mallet import-file --preserve-case --keep-sequence --remove-stopwords --token-regex "\S+" --input C :\Users\Joshua\AppData\Local\Temp\98094d_corpus.txt --output C:\Users\Joshua\AppData\Local\Temp\98094d_corpus.mallet' 返回非零退出状态 1。

我以前能够在我的笔记本电脑上使用相同的目录执行此代码，但它不能在我的 PC 上执行（我目前正在运行 python）。

有人可以告诉我我做错了什么吗？

Answer 1

我遇到了类似的错误。仔细检查您是否安装了 java 并且文件路径正在调用 java.util.我必须像这样编辑 mallet 文件夹 C:\mallet\mallet-2.0.8\bin 中的 mallet.bat 文件：

@echo off

rem This batch file serves as a wrapper for several
rem  MALLET command line tools.

if not "%MALLET_HOME%" == "" goto gotMalletHome

echo MALLET requires an environment variable MALLET_HOME.
goto :eof

:gotMalletHome

set MALLET_CLASSPATH=C:\mallet\mallet-2.0.8\class;C:\mallet\mallet-2.0.8\lib\mallet-deps.jar
set MALLET_MEMORY=1G
set MALLET_ENCODING=UTF-8

set CMD=%1
shift

set CLASS=
if "%CMD%"=="import-dir" set CLASS=cc.mallet.classify.tui.Text2Vectors
if "%CMD%"=="import-file" set CLASS=cc.mallet.classify.tui.Csv2Vectors
if "%CMD%"=="import-svmlight" set CLASS=cc.mallet.classify.tui.SvmLight2Vectors
if "%CMD%"=="info" set CLASS=cc.mallet.classify.tui.Vectors2Info
if "%CMD%"=="train-classifier" set CLASS=cc.mallet.classify.tui.Vectors2Classify
if "%CMD%"=="classify-dir" set CLASS=cc.mallet.classify.tui.Text2Classify
if "%CMD%"=="classify-file" set CLASS=cc.mallet.classify.tui.Csv2Classify
if "%CMD%"=="classify-svmlight" set CLASS=cc.mallet.classify.tui.SvmLight2Classify
if "%CMD%"=="train-topics" set CLASS=cc.mallet.topics.tui.TopicTrainer
if "%CMD%"=="infer-topics" set CLASS=cc.mallet.topics.tui.InferTopics
if "%CMD%"=="evaluate-topics" set CLASS=cc.mallet.topics.tui.EvaluateTopics
if "%CMD%"=="prune" set CLASS=cc.mallet.classify.tui.Vectors2Vectors
if "%CMD%"=="split" set CLASS=cc.mallet.classify.tui.Vectors2Vectors
if "%CMD%"=="bulk-load" set CLASS=cc.mallet.util.BulkLoader
if "%CMD%"=="run" set CLASS=%1 & shift

if not "%CLASS%" == "" goto gotClass

echo Mallet 2.0 commands: 
echo   import-dir        load the contents of a directory into mallet instances (one per file)
echo   import-file       load a single file into mallet instances (one per line)
echo   import-svmlight   load a single SVMLight format data file into mallet instances (one per line)
echo   info              get information about Mallet instances
echo   train-classifier  train a classifier from Mallet data files
echo   classify-dir      classify data from a single file with a saved classifier
echo   classify-file     classify the contents of a directory with a saved classifier
echo   classify-svmlight classify data from a single file in SVMLight format
echo   train-topics      train a topic model from Mallet data files
echo   infer-topics      use a trained topic model to infer topics for new documents
echo   evaluate-topics   estimate the probability of new documents given a trained model
echo   prune             remove features based on frequency or information gain
echo   split             divide data into testing, training, and validation portions
echo   bulk-load         for big input files, efficiently prune vocabulary and import docs
echo Include --help with any option for more information


goto :eof

:gotClass

set MALLET_ARGS=

:getArg

if "%1"=="" goto run
set MALLET_ARGS=%MALLET_ARGS% %1
shift
goto getArg

:run

"C:\Program Files\Java\jdk-12\bin\java" -ea -Dfile.encoding=%MALLET_ENCODING% -classpath %MALLET_CLASSPATH% %CLASS% %MALLET_ARGS%

:eof

然后更改您的文件路径以反映此更改：

mallet_path = 'C:/mallet/mallet-2.0.8/bin/mallet.bat'

希望这会有所帮助:)