这是我在googlecolab上使用的代码。它一直卡在model.fit部分并抛出此异常。我在任何地方都找不到解决办法。colab的内存似乎也很高,开始认为spark nlp库中存在内存泄漏。
import sparknlp
spark = sparknlp.start()
data = spark.read.csv("60days-ofdata.csv", header=True)
from sparknlp.pretrained import PretrainedPipeline
from sparknlp import Finisher
from pyspark.ml import Pipeline
finisher = Finisher().setInputCols(["token", "lemmas", "pos"])
explain_pipeline_model = PretrainedPipeline("explain_document_ml").model
pipeline = Pipeline() \
.setStages([
explain_pipeline_model,
finisher
])
model = pipeline.fit(data.select('text'))
annotations_finished_df = model.transform(data.select('text'))
remover = StopWordsRemover(inputCol="finished_lemmas", outputCol="filtered")
filtered_df = remover.transform(text_lemmas)
filtered_df.show()
cv = CountVectorizer(inputCol="filtered", outputCol="features")
model = cv.fit(filtered_df.select('filtered')) <--------------------------------error thrown while here
result = model.transform(filtered_df.select('filtered'))
错误:
INFO:py4j.java_gateway:Error while receiving.
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/py4j/java_gateway.py", line 1207, in send_command
raise Py4JNetworkError("Answer from Java side is empty")
py4j.protocol.Py4JNetworkError: Answer from Java side is empty
ERROR:root:Exception while sending command.
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/py4j/java_gateway.py", line 1207, in send_command
raise Py4JNetworkError("Answer from Java side is empty")
py4j.protocol.Py4JNetworkError: Answer from Java side is empty
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/py4j/java_gateway.py", line 1033, in send_command
response = connection.send_command(command)
File "/usr/local/lib/python3.7/dist-packages/py4j/java_gateway.py", line 1212, in send_command
"Error while receiving", e, proto.ERROR_ON_RECEIVE)
py4j.protocol.Py4JNetworkError: Error while receiving
---------------------------------------------------------------------------
Py4JError Traceback (most recent call last)
<ipython-input-8-0caf2f9be8f3> in <module>()
5
6 cv = CountVectorizer(inputCol="filtered", outputCol="features")
----> 7 model = cv.fit(filtered_df.select('filtered'))
8 result = model.transform(filtered_df.select('filtered'))
9 result.show()
5 frames
/usr/local/lib/python3.7/dist-packages/py4j/protocol.py in get_return_value(answer, gateway_client, target_id, name)
334 raise Py4JError(
335 "An error occurred while calling {0}{1}{2}".
--> 336 format(target_id, ".", name))
337 else:
338 type = answer[1]
Py4JError: An error occurred while calling o538.fit
暂无答案!
目前还没有任何答案,快来回答吧!