706 lines
30 KiB
Python
706 lines
30 KiB
Python
# Module: others
|
||
|
||
# 获取软件包的本机版本
|
||
def get_current_version(package_name='guan'):
|
||
import importlib.metadata
|
||
try:
|
||
current_version = importlib.metadata.version(package_name)
|
||
return current_version
|
||
except:
|
||
return None
|
||
|
||
# 获取Python软件包的最新版本
|
||
def get_latest_version(package_name='guan', timeout=5):
|
||
import requests
|
||
url = f"https://pypi.org/pypi/{package_name}/json"
|
||
try:
|
||
response = requests.get(url, timeout=timeout)
|
||
except:
|
||
return None
|
||
if response.status_code == 200:
|
||
data = response.json()
|
||
latest_version = data["info"]["version"]
|
||
return latest_version
|
||
else:
|
||
return None
|
||
|
||
# 获取包含某个字符的进程PID值
|
||
def get_PID_array(name):
|
||
import subprocess
|
||
command = "ps -ef | grep "+name
|
||
result = subprocess.run(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
|
||
if result.returncode == 0:
|
||
ps_ef = result.stdout
|
||
import re
|
||
ps_ef_1 = re.split(r'\n', ps_ef)
|
||
id_running_array = []
|
||
for ps_ef_item in ps_ef_1:
|
||
if ps_ef_item != '':
|
||
ps_ef_2 = re.split(r'\s+', ps_ef_item)
|
||
id_running_array.append(ps_ef_2[1])
|
||
return id_running_array
|
||
|
||
# 每日git commit次数的统计
|
||
def statistics_of_git_commits(print_show=0, str_or_datetime='str'):
|
||
import subprocess
|
||
import collections
|
||
since_date = '100 year ago'
|
||
result = subprocess.run(
|
||
['git', 'log', f'--since={since_date}', '--pretty=format:%ad', '--date=short'],
|
||
stdout=subprocess.PIPE,
|
||
text=True)
|
||
commits = result.stdout.strip().split('\n')
|
||
counter = collections.Counter(commits)
|
||
daily_commit_counts = dict(sorted(counter.items()))
|
||
date_array = []
|
||
commit_count_array = []
|
||
for date, count in daily_commit_counts.items():
|
||
if print_show == 1:
|
||
print(f"{date}: {count} commits")
|
||
if str_or_datetime=='datetime':
|
||
import datetime
|
||
date_array.append(datetime.datetime.strptime(date, "%Y-%m-%d"))
|
||
elif str_or_datetime=='str':
|
||
date_array.append(date)
|
||
commit_count_array.append(count)
|
||
return date_array, commit_count_array
|
||
|
||
# 将文件目录结构写入Markdown文件
|
||
def write_file_list_in_markdown(directory='./', filename='a', reverse_positive_or_negative=1, starting_from_h1=None, banned_file_format=[], hide_file_format=None, divided_line=None, show_second_number=None, show_third_number=None):
|
||
import os
|
||
f = open(filename+'.md', 'w', encoding="utf-8")
|
||
filenames1 = os.listdir(directory)
|
||
u0 = 0
|
||
for filename1 in filenames1[::reverse_positive_or_negative]:
|
||
filename1_with_path = os.path.join(directory,filename1)
|
||
if os.path.isfile(filename1_with_path):
|
||
if os.path.splitext(filename1)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename1)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename1)[0])+'\n\n')
|
||
else:
|
||
u0 += 1
|
||
if divided_line != None and u0 != 1:
|
||
f.write('--------\n\n')
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
f.write('# '+str(filename1)+'\n\n')
|
||
|
||
filenames2 = os.listdir(filename1_with_path)
|
||
i0 = 0
|
||
for filename2 in filenames2[::reverse_positive_or_negative]:
|
||
filename2_with_path = os.path.join(directory, filename1, filename2)
|
||
if os.path.isfile(filename2_with_path):
|
||
if os.path.splitext(filename2)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename2)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename2)[0])+'\n\n')
|
||
else:
|
||
i0 += 1
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
if show_second_number != None:
|
||
f.write('## '+str(i0)+'. '+str(filename2)+'\n\n')
|
||
else:
|
||
f.write('## '+str(filename2)+'\n\n')
|
||
|
||
j0 = 0
|
||
filenames3 = os.listdir(filename2_with_path)
|
||
for filename3 in filenames3[::reverse_positive_or_negative]:
|
||
filename3_with_path = os.path.join(directory, filename1, filename2, filename3)
|
||
if os.path.isfile(filename3_with_path):
|
||
if os.path.splitext(filename3)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename3)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename3)[0])+'\n\n')
|
||
else:
|
||
j0 += 1
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
if show_third_number != None:
|
||
f.write('### ('+str(j0)+') '+str(filename3)+'\n\n')
|
||
else:
|
||
f.write('### '+str(filename3)+'\n\n')
|
||
|
||
filenames4 = os.listdir(filename3_with_path)
|
||
for filename4 in filenames4[::reverse_positive_or_negative]:
|
||
filename4_with_path = os.path.join(directory, filename1, filename2, filename3, filename4)
|
||
if os.path.isfile(filename4_with_path):
|
||
if os.path.splitext(filename4)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename4)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename4)[0])+'\n\n')
|
||
else:
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
f.write('#### '+str(filename4)+'\n\n')
|
||
|
||
filenames5 = os.listdir(filename4_with_path)
|
||
for filename5 in filenames5[::reverse_positive_or_negative]:
|
||
filename5_with_path = os.path.join(directory, filename1, filename2, filename3, filename4, filename5)
|
||
if os.path.isfile(filename5_with_path):
|
||
if os.path.splitext(filename5)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename5)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename5)[0])+'\n\n')
|
||
else:
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
f.write('##### '+str(filename5)+'\n\n')
|
||
|
||
filenames6 = os.listdir(filename5_with_path)
|
||
for filename6 in filenames6[::reverse_positive_or_negative]:
|
||
filename6_with_path = os.path.join(directory, filename1, filename2, filename3, filename4, filename5, filename6)
|
||
if os.path.isfile(filename6_with_path):
|
||
if os.path.splitext(filename6)[1] not in banned_file_format:
|
||
if hide_file_format == None:
|
||
f.write('+ '+str(filename6)+'\n\n')
|
||
else:
|
||
f.write('+ '+str(os.path.splitext(filename6)[0])+'\n\n')
|
||
else:
|
||
if starting_from_h1 == None:
|
||
f.write('#')
|
||
f.write('###### '+str(filename6)+'\n\n')
|
||
f.close()
|
||
|
||
# 从网页的标签中获取内容
|
||
def get_html_from_tags(link, tags=['title', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6', 'p', 'li', 'a']):
|
||
from bs4 import BeautifulSoup
|
||
import urllib.request
|
||
import ssl
|
||
ssl._create_default_https_context = ssl._create_unverified_context
|
||
html = urllib.request.urlopen(link).read().decode('utf-8')
|
||
soup = BeautifulSoup(html, features="lxml")
|
||
all_tags = soup.find_all(tags)
|
||
content = ''
|
||
for tag in all_tags:
|
||
text = tag.get_text().replace('\n', '')
|
||
if content == '':
|
||
content = text
|
||
else:
|
||
content = content + '\n\n' + text
|
||
return content
|
||
|
||
# 从HTML中获取所有的链接
|
||
def get_links_from_html(html_link, links_with_text=0):
|
||
from bs4 import BeautifulSoup
|
||
import urllib.request
|
||
import ssl
|
||
ssl._create_default_https_context = ssl._create_unverified_context
|
||
html = urllib.request.urlopen(html_link).read().decode('utf-8')
|
||
soup = BeautifulSoup(html, features="lxml")
|
||
a_tags = soup.find_all('a')
|
||
if links_with_text == 0:
|
||
link_array = [tag.get('href') for tag in a_tags if tag.get('href')]
|
||
return link_array
|
||
else:
|
||
link_array_with_text = [(tag.get('href'), tag.text) for tag in a_tags if tag.get('href')]
|
||
return link_array_with_text
|
||
|
||
# 检查链接的有效性
|
||
def check_link(url, timeout=3, allow_redirects=True):
|
||
import requests
|
||
try:
|
||
response = requests.head(url, timeout=timeout, allow_redirects=allow_redirects)
|
||
if response.status_code == 200:
|
||
return True
|
||
else:
|
||
return False
|
||
except requests.exceptions.RequestException:
|
||
return False
|
||
|
||
# 检查链接数组中链接的有效性
|
||
def check_link_array(link_array, timeout=3, allow_redirects=True, try_again=0, print_show=1):
|
||
import guan
|
||
failed_link_array0 = []
|
||
for link in link_array:
|
||
if link=='#' or guan.check_link(link, timeout=timeout, allow_redirects=allow_redirects):
|
||
pass
|
||
else:
|
||
failed_link_array0.append(link)
|
||
if print_show:
|
||
print(link)
|
||
failed_link_array = []
|
||
if try_again:
|
||
if print_show:
|
||
print('\nTry again:\n')
|
||
for link in failed_link_array0:
|
||
if link=='#' or guan.check_link(link, timeout=timeout, allow_redirects=allow_redirects):
|
||
pass
|
||
else:
|
||
failed_link_array.append(link)
|
||
if print_show:
|
||
print(link)
|
||
else:
|
||
failed_link_array = failed_link_array0
|
||
return failed_link_array
|
||
|
||
# 生成二维码
|
||
def creat_qrcode(data="https://www.guanjihuan.com", filename='a', file_format='.png'):
|
||
import qrcode
|
||
img = qrcode.make(data)
|
||
img.save(filename+file_format)
|
||
|
||
# 将PDF文件转成文本
|
||
def pdf_to_text(pdf_path):
|
||
from pdfminer.pdfparser import PDFParser, PDFDocument
|
||
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
|
||
from pdfminer.converter import PDFPageAggregator
|
||
from pdfminer.layout import LAParams, LTTextBox
|
||
from pdfminer.pdfinterp import PDFTextExtractionNotAllowed
|
||
import logging
|
||
logging.Logger.propagate = False
|
||
logging.getLogger().setLevel(logging.ERROR)
|
||
praser = PDFParser(open(pdf_path, 'rb'))
|
||
doc = PDFDocument()
|
||
praser.set_document(doc)
|
||
doc.set_parser(praser)
|
||
doc.initialize()
|
||
if not doc.is_extractable:
|
||
raise PDFTextExtractionNotAllowed
|
||
else:
|
||
rsrcmgr = PDFResourceManager()
|
||
laparams = LAParams()
|
||
device = PDFPageAggregator(rsrcmgr, laparams=laparams)
|
||
interpreter = PDFPageInterpreter(rsrcmgr, device)
|
||
content = ''
|
||
for page in doc.get_pages():
|
||
interpreter.process_page(page)
|
||
layout = device.get_result()
|
||
for x in layout:
|
||
if isinstance(x, LTTextBox):
|
||
content = content + x.get_text().strip()
|
||
return content
|
||
|
||
# 获取PDF文件页数
|
||
def get_pdf_page_number(pdf_path):
|
||
import PyPDF2
|
||
pdf_file = open(pdf_path, 'rb')
|
||
pdf_reader = PyPDF2.PdfReader(pdf_file)
|
||
num_pages = len(pdf_reader.pages)
|
||
return num_pages
|
||
|
||
# 获取PDF文件指定页面的内容
|
||
def pdf_to_txt_for_a_specific_page(pdf_path, page_num=1):
|
||
import PyPDF2
|
||
pdf_file = open(pdf_path, 'rb')
|
||
pdf_reader = PyPDF2.PdfReader(pdf_file)
|
||
num_pages = len(pdf_reader.pages)
|
||
for page_num0 in range(num_pages):
|
||
if page_num0 == page_num-1:
|
||
page = pdf_reader.pages[page_num0]
|
||
page_text = page.extract_text()
|
||
pdf_file.close()
|
||
return page_text
|
||
|
||
# 获取PDF文献中的链接。例如: link_starting_form='https://doi.org'
|
||
def get_links_from_pdf(pdf_path, link_starting_form=''):
|
||
import PyPDF2
|
||
import re
|
||
reader = PyPDF2.PdfReader(pdf_path)
|
||
pages = len(reader.pages)
|
||
i0 = 0
|
||
links = []
|
||
for page in range(pages):
|
||
pageSliced = reader.pages[page]
|
||
pageObject = pageSliced.get_object()
|
||
if '/Annots' in pageObject.keys():
|
||
ann = pageObject['/Annots']
|
||
old = ''
|
||
for a in ann:
|
||
u = a.get_object()
|
||
if '/A' in u.keys():
|
||
if '/URI' in u['/A']:
|
||
if re.search(re.compile('^'+link_starting_form), u['/A']['/URI']):
|
||
if u['/A']['/URI'] != old:
|
||
links.append(u['/A']['/URI'])
|
||
i0 += 1
|
||
old = u['/A']['/URI']
|
||
return links
|
||
|
||
# 通过Sci-Hub网站下载文献
|
||
def download_with_scihub(address=None, num=1):
|
||
from bs4 import BeautifulSoup
|
||
import re
|
||
import requests
|
||
import os
|
||
if num==1 and address!=None:
|
||
address_array = [address]
|
||
else:
|
||
address_array = []
|
||
for i in range(num):
|
||
address = input('\nInput:')
|
||
address_array.append(address)
|
||
for address in address_array:
|
||
r = requests.post('https://sci-hub.st/', data={'request': address})
|
||
print('\nResponse:', r)
|
||
print('Address:', r.url)
|
||
soup = BeautifulSoup(r.text, features='lxml')
|
||
pdf_URL = soup.embed['src']
|
||
# pdf_URL = soup.iframe['src'] # This is a code line of history version which fails to get pdf URL.
|
||
if re.search(re.compile('^https:'), pdf_URL):
|
||
pass
|
||
else:
|
||
pdf_URL = 'https:'+pdf_URL
|
||
print('PDF address:', pdf_URL)
|
||
name = re.search(re.compile('fdp.*?/'),pdf_URL[::-1]).group()[::-1][1::]
|
||
print('PDF name:', name)
|
||
print('Directory:', os.getcwd())
|
||
print('\nDownloading...')
|
||
r = requests.get(pdf_URL, stream=True)
|
||
with open(name, 'wb') as f:
|
||
for chunk in r.iter_content(chunk_size=32):
|
||
f.write(chunk)
|
||
print('Completed!\n')
|
||
if num != 1:
|
||
print('All completed!\n')
|
||
|
||
# 将字符串转成音频
|
||
def str_to_audio(str='hello world', filename='str', rate=125, voice=1, read=1, save=0, compress=0, bitrate='16k', print_text=0):
|
||
import pyttsx3
|
||
import guan
|
||
if print_text==1:
|
||
print(str)
|
||
engine = pyttsx3.init()
|
||
voices = engine.getProperty('voices')
|
||
engine.setProperty('voice', voices[voice].id)
|
||
engine.setProperty("rate", rate)
|
||
if save==1:
|
||
engine.save_to_file(str, filename+'.wav')
|
||
engine.runAndWait()
|
||
print('Wav file saved!')
|
||
if compress==1:
|
||
import os
|
||
os.rename(filename+'.wav', 'temp.wav')
|
||
guan.compress_wav_to_mp3('temp.wav', output_filename=filename+'.mp3', bitrate=bitrate)
|
||
os.remove('temp.wav')
|
||
if read==1:
|
||
engine.say(str)
|
||
engine.runAndWait()
|
||
|
||
# 将txt文件转成音频
|
||
def txt_to_audio(txt_path, rate=125, voice=1, read=1, save=0, compress=0, bitrate='16k', print_text=0):
|
||
import pyttsx3
|
||
import guan
|
||
f = open(txt_path, 'r', encoding ='utf-8')
|
||
text = f.read()
|
||
if print_text==1:
|
||
print(text)
|
||
engine = pyttsx3.init()
|
||
voices = engine.getProperty('voices')
|
||
engine.setProperty('voice', voices[voice].id)
|
||
engine.setProperty("rate", rate)
|
||
if save==1:
|
||
import re
|
||
filename = re.split('[/,\\\]', txt_path)[-1][:-4]
|
||
engine.save_to_file(text, filename+'.wav')
|
||
engine.runAndWait()
|
||
print('Wav file saved!')
|
||
if compress==1:
|
||
import os
|
||
os.rename(filename+'.wav', 'temp.wav')
|
||
guan.compress_wav_to_mp3('temp.wav', output_filename=filename+'.mp3', bitrate=bitrate)
|
||
os.remove('temp.wav')
|
||
if read==1:
|
||
engine.say(text)
|
||
engine.runAndWait()
|
||
|
||
# 将PDF文件转成音频
|
||
def pdf_to_audio(pdf_path, rate=125, voice=1, read=1, save=0, compress=0, bitrate='16k', print_text=0):
|
||
import pyttsx3
|
||
import guan
|
||
text = guan.pdf_to_text(pdf_path)
|
||
text = text.replace('\n', ' ')
|
||
if print_text==1:
|
||
print(text)
|
||
engine = pyttsx3.init()
|
||
voices = engine.getProperty('voices')
|
||
engine.setProperty('voice', voices[voice].id)
|
||
engine.setProperty("rate", rate)
|
||
if save==1:
|
||
import re
|
||
filename = re.split('[/,\\\]', pdf_path)[-1][:-4]
|
||
engine.save_to_file(text, filename+'.wav')
|
||
engine.runAndWait()
|
||
print('Wav file saved!')
|
||
if compress==1:
|
||
import os
|
||
os.rename(filename+'.wav', 'temp.wav')
|
||
guan.compress_wav_to_mp3('temp.wav', output_filename=filename+'.mp3', bitrate=bitrate)
|
||
os.remove('temp.wav')
|
||
if read==1:
|
||
engine.say(text)
|
||
engine.runAndWait()
|
||
|
||
# 将wav音频文件压缩成MP3音频文件
|
||
def compress_wav_to_mp3(wav_path, output_filename='a.mp3', bitrate='16k'):
|
||
# Note: Beside the installation of pydub, you may also need download FFmpeg on http://www.ffmpeg.org/download.html and add the bin path to the environment variable.
|
||
from pydub import AudioSegment
|
||
sound = AudioSegment.from_mp3(wav_path)
|
||
sound.export(output_filename,format="mp3",bitrate=bitrate)
|
||
|
||
# 将WordPress导出的XML格式文件转换成多个MarkDown格式的文件
|
||
def convert_wordpress_xml_to_markdown(xml_file='./a.xml', convert_content=1, replace_more=[]):
|
||
import xml.etree.ElementTree as ET
|
||
import re
|
||
tree = ET.parse(xml_file)
|
||
root = tree.getroot()
|
||
for item in root.findall('.//item'):
|
||
title = item.find('title').text
|
||
content = item.find('.//content:encoded', namespaces={'content': 'http://purl.org/rss/1.0/modules/content/'}).text
|
||
if convert_content == 1:
|
||
content = re.sub(r'<!--.*?-->', '', content)
|
||
content = content.replace('<p>', '')
|
||
content = content.replace('</p>', '')
|
||
content = content.replace('<ol>', '')
|
||
content = content.replace('</ol>', '')
|
||
content = content.replace('<ul>', '')
|
||
content = content.replace('</ul>', '')
|
||
content = content.replace('<strong>', '')
|
||
content = content.replace('</strong>', '')
|
||
content = content.replace('</li>', '')
|
||
content = content.replace('<li>', '+ ')
|
||
content = content.replace('</h3>', '')
|
||
content = re.sub(r'<h2.*?>', '## ', content)
|
||
content = re.sub(r'<h3.*?>', '### ', content)
|
||
content = re.sub(r'<h4.*?>', '#### ', content)
|
||
for replace_item in replace_more:
|
||
content = content.replace(replace_item, '')
|
||
for _ in range(100):
|
||
content = content.replace('\n\n\n', '\n\n')
|
||
else:
|
||
pass
|
||
markdown_content = f"# {title}\n{content}"
|
||
markdown_file_path = f"{title}.md"
|
||
cleaned_filename = re.sub(r'[/:*?"<>|\'\\]', ' ', markdown_file_path)
|
||
with open(cleaned_filename, 'w', encoding='utf-8') as md_file:
|
||
md_file.write(markdown_content)
|
||
|
||
# 获取所有股票
|
||
def all_stocks():
|
||
import numpy as np
|
||
import akshare as ak
|
||
stocks = ak.stock_zh_a_spot_em()
|
||
title = np.array(stocks.columns)
|
||
stock_data = stocks.values
|
||
return title, stock_data
|
||
|
||
# 获取所有股票的代码
|
||
def all_stock_symbols():
|
||
import guan
|
||
title, stock_data = guan.all_stocks()
|
||
stock_symbols = stock_data[:, 1]
|
||
return stock_symbols
|
||
|
||
# 股票代码的分类
|
||
def stock_symbols_classification():
|
||
import guan
|
||
import re
|
||
stock_symbols = guan.all_stock_symbols()
|
||
# 上交所主板
|
||
stock_symbols_60 = []
|
||
for stock_symbol in stock_symbols:
|
||
find_600 = re.findall(r'^600', stock_symbol)
|
||
find_601 = re.findall(r'^601', stock_symbol)
|
||
find_603 = re.findall(r'^603', stock_symbol)
|
||
find_605 = re.findall(r'^605', stock_symbol)
|
||
if find_600 != [] or find_601 != [] or find_603 != [] or find_605 != []:
|
||
stock_symbols_60.append(stock_symbol)
|
||
# 深交所主板
|
||
stock_symbols_00 = []
|
||
for stock_symbol in stock_symbols:
|
||
find_000 = re.findall(r'^000', stock_symbol)
|
||
find_001 = re.findall(r'^001', stock_symbol)
|
||
find_002 = re.findall(r'^002', stock_symbol)
|
||
find_003 = re.findall(r'^003', stock_symbol)
|
||
if find_000 != [] or find_001 != [] or find_002 != [] or find_003 != []:
|
||
stock_symbols_00.append(stock_symbol)
|
||
# 创业板
|
||
stock_symbols_30 = []
|
||
for stock_symbol in stock_symbols:
|
||
find_300 = re.findall(r'^300', stock_symbol)
|
||
find_301 = re.findall(r'^301', stock_symbol)
|
||
if find_300 != [] or find_301 != []:
|
||
stock_symbols_30.append(stock_symbol)
|
||
# 科创板
|
||
stock_symbols_68 = []
|
||
for stock_symbol in stock_symbols:
|
||
find_688 = re.findall(r'^688', stock_symbol)
|
||
find_689 = re.findall(r'^689', stock_symbol)
|
||
if find_688 != [] or find_689 != []:
|
||
stock_symbols_68.append(stock_symbol)
|
||
# 新三板
|
||
stock_symbols_8_4 = []
|
||
for stock_symbol in stock_symbols:
|
||
find_82 = re.findall(r'^82', stock_symbol)
|
||
find_83 = re.findall(r'^83', stock_symbol)
|
||
find_87 = re.findall(r'^87', stock_symbol)
|
||
find_88 = re.findall(r'^88', stock_symbol)
|
||
find_430 = re.findall(r'^430', stock_symbol)
|
||
find_420 = re.findall(r'^420', stock_symbol)
|
||
find_400 = re.findall(r'^400', stock_symbol)
|
||
if find_82 != [] or find_83 != [] or find_87 != [] or find_88 != [] or find_430 != [] or find_420 != [] or find_400 != []:
|
||
stock_symbols_8_4.append(stock_symbol)
|
||
# 检查遗漏的股票代码
|
||
stock_symbols_others = []
|
||
for stock_symbol in stock_symbols:
|
||
if stock_symbol not in stock_symbols_60 and stock_symbol not in stock_symbols_00 and stock_symbol not in stock_symbols_30 and stock_symbol not in stock_symbols_68 and stock_symbol not in stock_symbols_8_4:
|
||
stock_symbols_others.others.append(stock_symbol)
|
||
return stock_symbols_60, stock_symbols_00, stock_symbols_30, stock_symbols_68, stock_symbols_8_4, stock_symbols_others
|
||
|
||
# 股票代码各个分类的数量
|
||
def statistics_of_stock_symbols_classification():
|
||
import guan
|
||
stock_symbols_60, stock_symbols_00, stock_symbols_30, stock_symbols_68, stock_symbols_8_4, stock_symbols_others = guan.stock_symbols_classification()
|
||
num_stocks_60 = len(stock_symbols_60)
|
||
num_stocks_00 = len(stock_symbols_00)
|
||
num_stocks_30 = len(stock_symbols_30)
|
||
num_stocks_68 = len(stock_symbols_68)
|
||
num_stocks_8_4 = len(stock_symbols_8_4)
|
||
num_stocks_others= len(stock_symbols_others)
|
||
return num_stocks_60, num_stocks_00, num_stocks_30, num_stocks_68, num_stocks_8_4, num_stocks_others
|
||
|
||
# 从股票代码获取股票名称
|
||
def find_stock_name_from_symbol(symbol='000002'):
|
||
import guan
|
||
title, stock_data = guan.all_stocks()
|
||
for stock in stock_data:
|
||
if symbol in stock:
|
||
stock_name = stock[2]
|
||
return stock_name
|
||
|
||
# 市值排序
|
||
def sorted_market_capitalization(num=10):
|
||
import numpy as np
|
||
import guan
|
||
title, stock_data = guan.all_stocks()
|
||
new_stock_data = []
|
||
for stock in stock_data:
|
||
if np.isnan(float(stock[9])):
|
||
continue
|
||
else:
|
||
new_stock_data.append(stock)
|
||
new_stock_data = np.array(new_stock_data)
|
||
list_index = np.argsort(new_stock_data[:, 17])
|
||
list_index = list_index[::-1]
|
||
if num == None:
|
||
num = len(list_index)
|
||
sorted_array = []
|
||
for i0 in range(num):
|
||
stock_symbol = new_stock_data[list_index[i0], 1]
|
||
stock_name = new_stock_data[list_index[i0], 2]
|
||
market_capitalization = new_stock_data[list_index[i0], 17]/1e8
|
||
sorted_array.append([i0+1, stock_symbol, stock_name, market_capitalization])
|
||
return sorted_array
|
||
|
||
# 美股市值排序
|
||
def sorted_market_capitalization_us(num=10):
|
||
import akshare as ak
|
||
import numpy as np
|
||
stocks = ak.stock_us_spot_em()
|
||
stock_data = stocks.values
|
||
new_stock_data = []
|
||
for stock in stock_data:
|
||
if np.isnan(float(stock[9])):
|
||
continue
|
||
else:
|
||
new_stock_data.append(stock)
|
||
new_stock_data = np.array(new_stock_data)
|
||
list_index = np.argsort(new_stock_data[:, 9])
|
||
list_index = list_index[::-1]
|
||
if num == None:
|
||
num = len(list_index)
|
||
sorted_array = []
|
||
for i0 in range(num):
|
||
stock_symbol = new_stock_data[list_index[i0], 15]
|
||
stock_name = new_stock_data[list_index[i0], 1]
|
||
market_capitalization = new_stock_data[list_index[i0], 9]/1e8
|
||
sorted_array.append([i0+1, stock_symbol, stock_name, market_capitalization])
|
||
return sorted_array
|
||
|
||
# 获取单个股票的历史数据
|
||
def history_data_of_one_stock(symbol='000002', period='daily', start_date="19000101", end_date='21000101'):
|
||
# period = 'daily'
|
||
# period = 'weekly'
|
||
# period = 'monthly'
|
||
import numpy as np
|
||
import akshare as ak
|
||
stock = ak.stock_zh_a_hist(symbol=symbol, period=period, start_date=start_date, end_date=end_date)
|
||
title = np.array(stock.columns)
|
||
stock_data = stock.values[::-1]
|
||
return title, stock_data
|
||
|
||
# 绘制股票图
|
||
def plot_stock_line(date_array, opening_array, closing_array, high_array, low_array, lw_open_close=6, lw_high_low=2, xlabel='date', ylabel='price', title='', fontsize=20, labelsize=20, adjust_bottom=0.2, adjust_left=0.2, fontfamily='Times New Roman'):
|
||
import guan
|
||
plt, fig, ax = guan.import_plt_and_start_fig_ax(adjust_bottom=adjust_bottom, adjust_left=adjust_left, labelsize=labelsize, fontfamily=fontfamily)
|
||
if fontfamily=='Times New Roman':
|
||
ax.set_title(title, fontsize=fontsize, fontfamily='Times New Roman')
|
||
ax.set_xlabel(xlabel, fontsize=fontsize, fontfamily='Times New Roman')
|
||
ax.set_ylabel(ylabel, fontsize=fontsize, fontfamily='Times New Roman')
|
||
else:
|
||
ax.set_title(title, fontsize=fontsize)
|
||
ax.set_xlabel(xlabel, fontsize=fontsize)
|
||
ax.set_ylabel(ylabel, fontsize=fontsize)
|
||
for i0 in range(len(date_array)):
|
||
if opening_array[i0] <= closing_array[i0]:
|
||
ax.vlines(date_array[i0], opening_array[i0], closing_array[i0], linestyle='-', color='red', lw=lw_open_close)
|
||
ax.vlines(date_array[i0], low_array[i0], high_array[i0], color='red', linestyle='-', lw=lw_high_low)
|
||
else:
|
||
ax.vlines(date_array[i0], opening_array[i0], closing_array[i0], linestyle='-', color='green', lw=lw_open_close)
|
||
ax.vlines(date_array[i0], low_array[i0], high_array[i0], color='green', linestyle='-', lw=lw_high_low)
|
||
plt.show()
|
||
plt.close('all')
|
||
|
||
# Guan软件包升级检查和提示(如果无法连接或者版本为最新,那么均没有提示)
|
||
def notification_of_upgrade(timeout=5):
|
||
try:
|
||
import guan
|
||
latest_version = guan.get_latest_version(package_name='guan', timeout=timeout)
|
||
current_version = guan.get_current_version('guan')
|
||
if latest_version != None and current_version != None:
|
||
if latest_version != current_version:
|
||
print('升级提示:您当前使用的版本是 guan-'+current_version+',目前已经有最新版本 guan-'+latest_version+'。您可以通过以下命令对软件包进行升级:pip install --upgrade guan -i https://pypi.python.org/simple 或 pip install --upgrade guan')
|
||
except:
|
||
pass
|
||
|
||
# Guan软件包的使用统计(仅仅统计装机数和import次数)
|
||
def statistics_of_guan_package(function_name=None):
|
||
import guan
|
||
try:
|
||
import socket
|
||
datetime_date = guan.get_date()
|
||
datetime_time = guan.get_time()
|
||
current_version = guan.get_current_version('guan')
|
||
client_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
|
||
client_socket.settimeout(0.5)
|
||
client_socket.connect(('socket.guanjihuan.com', 12345))
|
||
mac_address = guan.get_mac_address()
|
||
if function_name == None:
|
||
message = {
|
||
'server': 'py.guanjihuan.com',
|
||
'date': datetime_date,
|
||
'time': datetime_time,
|
||
'version': current_version,
|
||
'MAC_address': mac_address,
|
||
}
|
||
else:
|
||
message = {
|
||
'server': 'py.guanjihuan.com',
|
||
'date': datetime_date,
|
||
'time': datetime_time,
|
||
'version': current_version,
|
||
'MAC_address': mac_address,
|
||
'function_name': function_name
|
||
}
|
||
import json
|
||
send_message = json.dumps(message)
|
||
client_socket.send(send_message.encode())
|
||
client_socket.close()
|
||
except:
|
||
pass |