我需要运行一个python脚本,该脚本通过ASP.NET应用程序使用NLTK
库。
我尝试使用IronPython
,尝试使用cx-freeze
和py2exe
将脚本打包为可执行文件。所有尝试都没有成功。
现在我担心的是将Python脚本作为RESTful API托管。该服务应该在本地计算机上运行。这项任务有哪些可能的方法?
〜编辑〜 这是我想为IronPython添加的代码
#Code modificaiton for standalone python run
#importing libraries
import nltk
import sys
import pandas as pd
import numpy as np
import re
import os
from nltk.tokenize import PunktSentenceTokenizer
#Reading the text from console
print("Enter the text - ")
raw = sys.stdin.readline()
sentences = nltk.sent_tokenize(raw) #split in to sentances
tokenized_sentences = [nltk.word_tokenize(sentence) for sentence in sentences] #split in to words
tagged_sentences = [nltk.pos_tag(sentence) for sentence in tokenized_sentences] #tag sentences with NN, NNP, etc
chunked_sentences = nltk.ne_chunk_sents(tagged_sentences, binary=True)
def extract_entity_names(t):
entity_names = []
if hasattr(t, 'label') and t.label:
if t.label() == 'NE':
entity_names.append(' '.join([child[0] for child in t]))
else:
for child in t:
entity_names.extend(extract_entity_names(child))
return entity_names
entity_names = []
for tree in chunked_sentences:
entity_names.extend(extract_entity_names(tree))
#Check if the output is null
if not entity_names:
print("List is empty")
entity_names.append("NullNER")
# Print unique entity names
print (set(entity_names))
input("Press any key to exit...")