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#!/usr/bin/env python
######################################################
#
# howdoi - instant coding answers via the command line
# written by Benjamin Gleitzman (gleitz@mit.edu)
# inspired by Rich Jones (rich@anomos.info)
#
######################################################
import gc
gc.disable()
import argparse
import inspect
import json
import os
import re
import sys
import textwrap
from urllib.request import getproxies
from urllib.parse import quote as url_quote, urlparse, parse_qs
from multiprocessing import Pool
import logging
import platformdirs
import requests
from cachelib import FileSystemCache, NullCache
from keep import utils as keep_utils
from pygments.lexers import guess_lexer, get_lexer_by_name
from pygments.util import ClassNotFound
from rich.syntax import Syntax
from rich.console import Console
from pyquery import PyQuery as pq
from requests.exceptions import ConnectionError as RequestsConnectionError
from requests.exceptions import SSLError
from colorama import init
init()
from howdoi import __version__
from howdoi.errors import GoogleValidationError, BingValidationError, DDGValidationError
logging.basicConfig(format='%(levelname)s: %(message)s')
if os.getenv('HOWDOI_DISABLE_SSL'): # Set http instead of https
SCHEME = 'http://'
VERIFY_SSL_CERTIFICATE = False
else:
SCHEME = 'https://'
VERIFY_SSL_CERTIFICATE = True
SUPPORTED_SEARCH_ENGINES = ('google', 'bing', 'duckduckgo')
URL = os.getenv('HOWDOI_URL') or 'stackoverflow.com'
USER_AGENTS = ('Mozilla/5.0 (Macintosh; Intel Mac OS X 10.7; rv:11.0) Gecko/20100101 Firefox/11.0',
'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:22.0) Gecko/20100 101 Firefox/22.0',
'Mozilla/5.0 (Windows NT 6.1; rv:11.0) Gecko/20100101 Firefox/11.0',
('Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_4) AppleWebKit/536.5 (KHTML, like Gecko) '
'Chrome/19.0.1084.46 Safari/536.5'),
('Mozilla/5.0 (Windows; Windows NT 6.1) AppleWebKit/536.5 (KHTML, like Gecko) Chrome/19.0.1084.46'
'Safari/536.5'),)
SEARCH_URLS = {
'bing': SCHEME + 'www.bing.com/search?q=site:{0}%20{1}&hl=en',
'google': SCHEME + 'www.google.com/search?q=site:{0}%20{1}&hl=en',
'duckduckgo': SCHEME + 'duckduckgo.com/html?q=site:{0}%20{1}&t=hj&ia=web'
}
BLOCK_INDICATORS = (
'form id="captcha-form"',
'This page appears when Google automatically detects requests coming from your computer '
'network which appear to be in violation of the <a href="//www.google.com/policies/terms/">Terms of Service'
)
BLOCKED_QUESTION_FRAGMENTS = (
'webcache.googleusercontent.com',
)
STAR_HEADER = '\u2605'
ANSWER_HEADER = '{2} Answer from {0} {2}\n{1}'
NO_ANSWER_MSG = '< no answer given >'
CACHE_EMPTY_VAL = "NULL"
CACHE_DIR = platformdirs.user_cache_dir('howdoi')
CACHE_ENTRY_MAX = 128
HTML_CACHE_PATH = 'page_cache'
SUPPORTED_HELP_QUERIES = ['use howdoi', 'howdoi', 'run howdoi', 'setup howdoi',
'do howdoi', 'howdoi howdoi', 'howdoi use howdoi']
NO_RESULTS_MESSAGE = "Sorry, couldn't find any help with that topic"
# variables for text formatting, prepend to string to begin text formatting.
BOLD = '\033[1m'
GREEN = '\033[92m'
RED = '\033[91m'
UNDERLINE = '\033[4m'
END_FORMAT = '\033[0m' # append to string to end text formatting.
# stash options
STASH_SAVE = 'save'
STASH_VIEW = 'view'
STASH_REMOVE = 'remove'
STASH_EMPTY = 'empty'
BLOCKED_ENGINES = []
if os.getenv('HOWDOI_DISABLE_CACHE'):
# works like an always empty cache
cache = NullCache()
else:
cache = FileSystemCache(CACHE_DIR, CACHE_ENTRY_MAX, default_timeout=0)
howdoi_session = requests.session()
class BlockError(RuntimeError):
pass
class IntRange:
def __init__(self, imin=None, imax=None):
self.imin = imin
self.imax = imax
def __call__(self, arg):
try:
value = int(arg)
except ValueError as value_error:
raise self.exception() from value_error
if (self.imin is not None and value < self.imin) or (self.imax is not None and value > self.imax):
raise self.exception()
return value
def exception(self):
if self.imin is not None and self.imax is not None:
return argparse.ArgumentTypeError(f'Must be an integer in the range [{self.imin}, {self.imax}]')
if self.imin is not None:
return argparse.ArgumentTypeError(f'Must be an integer >= {self.imin}')
if self.imax is not None:
return argparse.ArgumentTypeError(f'Must be an integer <= {self.imax}')
return argparse.ArgumentTypeError('Must be an integer')
def _random_int(width):
bres = os.urandom(width)
if sys.version < '3':
ires = int(bres.encode('hex'), 16)
else:
ires = int.from_bytes(bres, 'little')
return ires
def _random_choice(seq):
return seq[_random_int(1) % len(seq)]
def get_proxies():
proxies = getproxies()
filtered_proxies = {}
for key, value in proxies.items():
if key.startswith('http'):
if not value.startswith('http'):
filtered_proxies[key] = f'http://{value}'
else:
filtered_proxies[key] = value
return filtered_proxies
def _get_result(url):
try:
resp = howdoi_session.get(url, headers={'User-Agent': _random_choice(USER_AGENTS)},
proxies=get_proxies(),
verify=VERIFY_SSL_CERTIFICATE,
cookies={'CONSENT': 'YES+US.en+20170717-00-0'})
resp.raise_for_status()
return resp.text
except requests.exceptions.SSLError as error:
logging.error('%sEncountered an SSL Error. Try using HTTP instead of '
'HTTPS by setting the environment variable "HOWDOI_DISABLE_SSL".\n%s', RED, END_FORMAT)
raise error
def _get_from_cache(cache_key):
# As of cachelib 0.3.0, it internally logging a warning on cache miss
current_log_level = logging.getLogger().getEffectiveLevel()
# Reduce the log level so the warning is not printed
logging.getLogger().setLevel(logging.ERROR)
page = cache.get(cache_key) # pylint: disable=assignment-from-none
# Restore the log level
logging.getLogger().setLevel(current_log_level)
return page
def _add_links_to_text(element):
hyperlinks = element.find('a')
for hyperlink in hyperlinks:
pquery_object = pq(hyperlink)
href = hyperlink.attrib['href']
copy = pquery_object.text()
if copy == href:
replacement = copy
else:
replacement = f'[{copy}]({href})'
pquery_object.replace_with(replacement)
def get_text(element):
''' return inner text in pyquery element '''
_add_links_to_text(element)
try:
return element.text(squash_space=False)
except TypeError:
return element.text()
def _extract_links_from_bing(html):
html.remove_namespaces()
return [a.attrib['href'] for a in html('.b_algo')('h2')('a')]
def _clean_google_link(link):
if '/url?' in link:
parsed_link = urlparse(link)
query_params = parse_qs(parsed_link.query)
url_params = query_params.get('q', []) or query_params.get('url', [])
if url_params:
return url_params[0]
return link
def _extract_links_from_google(query_object):
html = query_object.html()
link_pattern = re.compile(fr"https?://{URL}/questions/[0-9]*/[a-z0-9-]*")
links = link_pattern.findall(html)
links = [_clean_google_link(link) for link in links]
return links
def _extract_links_from_duckduckgo(html):
html.remove_namespaces()
links_anchors = html.find('a.result__a')
results = []
for anchor in links_anchors:
link = anchor.attrib['href']
url_obj = urlparse(link)
parsed_url = parse_qs(url_obj.query).get('uddg', '')
if parsed_url:
results.append(parsed_url[0])
return results
def _extract_links(html, search_engine):
if search_engine == 'bing':
return _extract_links_from_bing(html)
if search_engine == 'duckduckgo':
return _extract_links_from_duckduckgo(html)
return _extract_links_from_google(html)
def _get_search_url(search_engine):
return SEARCH_URLS.get(search_engine, SEARCH_URLS['google'])
def _is_blocked(page):
for indicator in BLOCK_INDICATORS:
if page.find(indicator) != -1:
return True
return False
def _get_links(query):
search_engine = os.getenv('HOWDOI_SEARCH_ENGINE', 'google')
search_url = _get_search_url(search_engine).format(URL, url_quote(query))
logging.info('Searching %s with URL: %s', search_engine, search_url)
try:
result = _get_result(search_url)
except requests.HTTPError:
logging.info('Received HTTPError')
result = None
if not result or _is_blocked(result):
logging.error('%sUnable to find an answer because the search engine temporarily blocked the request. '
'Attempting to use a different search engine.%s', RED, END_FORMAT)
raise BlockError('Temporary block by search engine')
html = pq(result)
links = _extract_links(html, search_engine)
if len(links) == 0:
logging.info('Search engine %s found no StackOverflow links, returned HTML is:', search_engine)
logging.info(result)
return list(dict.fromkeys(links)) # remove any duplicates
def get_link_at_pos(links, position):
if not links:
return False
if len(links) >= position:
link = links[position - 1]
else:
link = links[-1]
return link
def _format_output(args, code):
if not args['color']:
return code
lexer = None
# try to find a lexer using the StackOverflow tags
# or the query arguments
for keyword in args['query'].split() + args['tags']:
try:
lexer = get_lexer_by_name(keyword).name
break
except ClassNotFound:
pass
# no lexer found above, use the guesser
if not lexer:
try:
lexer = guess_lexer(code).name
except ClassNotFound:
return code
syntax = Syntax(code, lexer, background_color="default", line_numbers=False)
console = Console(record=True)
with console.capture() as capture:
console.print(syntax)
return capture.get()
def _is_question(link):
for fragment in BLOCKED_QUESTION_FRAGMENTS:
if fragment in link:
return False
return re.search(r'questions/\d+/', link)
def _get_questions(links):
return [link for link in links if _is_question(link)]
def _get_answer(args, link): # pylint: disable=too-many-branches
cache_key = _get_cache_key(link)
page = _get_from_cache(cache_key)
if not page:
logging.info('Fetching page: %s', link)
page = _get_result(link + '?answertab=votes')
cache.set(cache_key, page)
else:
logging.info('Using cached page: %s', link)
html = pq(page)
first_answer = html('.answercell').eq(0) or html('.answer').eq(0)
instructions = first_answer.find('pre') or first_answer.find('code')
args['tags'] = [t.text for t in html('.post-tag')]
# make decision on answer body class.
if first_answer.find(".js-post-body"):
answer_body_cls = ".js-post-body"
else:
# rollback to post-text class
answer_body_cls = ".post-text"
if not instructions and not args['all']:
logging.info('No code sample found, returning entire answer')
text = get_text(first_answer.find(answer_body_cls).eq(0))
elif args['all']:
logging.info('Returning entire answer')
texts = []
for html_tag in first_answer.items(f'{answer_body_cls} > *'):
current_text = get_text(html_tag)
if current_text:
if html_tag[0].tag in ['pre', 'code']:
texts.append(_format_output(args, current_text))
else:
texts.append(current_text)
text = '\n'.join(texts)
else:
text = _format_output(args, get_text(instructions.eq(0)))
if text is None:
logging.info('%sAnswer was empty%s', RED, END_FORMAT)
text = NO_ANSWER_MSG
text = text.strip()
return text
def _get_links_with_cache(query):
cache_key = _get_cache_key(query)
res = _get_from_cache(cache_key)
if res:
logging.info('Using cached links')
if res == CACHE_EMPTY_VAL:
logging.info('No StackOverflow links found in cached search engine results - will make live query')
else:
return res
links = _get_links(query)
if not links:
cache.set(cache_key, CACHE_EMPTY_VAL)
question_links = _get_questions(links)
cache.set(cache_key, question_links or CACHE_EMPTY_VAL)
return question_links
def build_splitter(splitter_character='=', splitter_length=80):
return '\n' + splitter_character * splitter_length + '\n\n'
def _get_answers(args):
"""
@args: command-line arguments
returns: array of answers and their respective metadata
False if unable to get answers
"""
question_links = _get_links_with_cache(args['query'])
if not question_links:
return False
initial_pos = args['pos'] - 1
final_pos = initial_pos + args['num_answers']
question_links = question_links[initial_pos:final_pos]
search_engine = os.getenv('HOWDOI_SEARCH_ENGINE', 'google')
logging.info('Links from %s found on %s: %s', URL, search_engine, len(question_links))
logging.info('URL: %s', '\n '.join(question_links))
logging.info('Answers requested: %s, Starting at position: %s', args["num_answers"], args['pos'])
with Pool() as pool:
answers = pool.starmap(
_get_answer_worker,
[(args, link) for link in question_links]
)
answers = [a for a in answers if a.get('answer')]
for i, answer in enumerate(answers, 1):
answer['position'] = i
logging.info('Total answers returned: %s', len(answers))
return answers or False
def _get_answer_worker(args, link):
answer = _get_answer(args, link)
result = {
'answer': None,
'link': None,
'position': None
}
multiple_answers = (args['num_answers'] > 1 or args['all'])
if not answer:
return result
if not args['link'] and not args['json_output'] and multiple_answers:
answer = ANSWER_HEADER.format(link, answer, STAR_HEADER)
answer += '\n'
result['answer'] = answer
result['link'] = link
return result
def _clear_cache():
global cache # pylint: disable=global-statement,invalid-name
if not cache:
cache = FileSystemCache(CACHE_DIR, CACHE_ENTRY_MAX, 0)
return cache.clear()
def _is_help_query(query):
return any(query.lower() == help_query for help_query in SUPPORTED_HELP_QUERIES)
def _format_answers(args, res):
if "error" in res:
return f'ERROR: {RED}{res["error"]}{END_FORMAT}'
if args["json_output"]:
return json.dumps(res)
formatted_answers = []
for answer in res:
next_ans = answer["answer"]
if args["link"]: # if we only want links
next_ans = answer["link"]
formatted_answers.append(next_ans or NO_RESULTS_MESSAGE)
return build_splitter().join(formatted_answers)
def _get_help_instructions():
instruction_splitter = build_splitter(' ', 60)
query = 'print hello world in python'
instructions = [
'Here are a few popular howdoi commands ',
'>>> howdoi {} (default query)',
'>>> howdoi {} -a (read entire answer)',
'>>> howdoi {} -n [number] (retrieve n number of answers)',
'>>> howdoi {} -l (display only a link to where the answer is from',
'>>> howdoi {} -c (Add colors to the output)',
'>>> howdoi {} -e (Specify the search engine you want to use e.g google,bing)'
]
instructions = map(lambda s: s.format(query), instructions)
return instruction_splitter.join(instructions)
def _get_cache_key(args):
frame = inspect.currentframe()
calling_func = inspect.getouterframes(frame)[1].function
return calling_func + str(args) + __version__
def format_stash_item(fields, index=-1):
title = fields['alias']
description = fields['desc']
item_num = index + 1
if index == -1:
return f'{UNDERLINE}{BOLD}$ {title}{END_FORMAT}\n\n{description}\n'
return f'{UNDERLINE}{BOLD}$ [{item_num}] {title}{END_FORMAT}\n\n{description}\n'
def print_stash(stash_list=None):
if not stash_list or len(stash_list) == 0:
stash_list = ['\nSTASH LIST:']
commands = keep_utils.read_commands()
if commands is None or len(commands.items()) == 0:
logging.error('%sNo commands found in stash. '
'Add a command with "howdoi --%s <query>".%s', RED, STASH_SAVE, END_FORMAT)
return
for _, fields in commands.items():
stash_list.append(format_stash_item(fields))
else:
stash_list = [format_stash_item(x['fields'], i) for i, x in enumerate(stash_list)]
print(build_splitter('#').join(stash_list))
def _get_stash_key(args):
stash_args = {}
ignore_keys = [STASH_SAVE, STASH_VIEW, STASH_REMOVE, STASH_EMPTY, 'tags'] # ignore these for stash key
for key in args:
if key not in ignore_keys:
stash_args[key] = args[key]
return str(stash_args)
def _stash_remove(cmd_key, title):
commands = keep_utils.read_commands()
if commands is not None and cmd_key in commands:
keep_utils.remove_command(cmd_key)
print(f'\n{BOLD}{GREEN}"{title}" removed from stash{END_FORMAT}\n')
else:
print(f'\n{BOLD}{RED}"{title}" not found in stash{END_FORMAT}\n')
def _stash_save(cmd_key, title, answer):
try:
keep_utils.save_command(cmd_key, answer, title)
except FileNotFoundError:
os.system('keep init')
keep_utils.save_command(cmd_key, answer, title)
finally:
print_stash()
def _parse_cmd(args, res):
answer = _format_answers(args, res)
cmd_key = _get_stash_key(args)
title = ''.join(args['query'])
if args[STASH_SAVE]:
_stash_save(cmd_key, title, answer)
return ''
if args[STASH_REMOVE]:
_stash_remove(cmd_key, title)
return ''
return answer
def howdoi(raw_query):
if isinstance(raw_query, str): # you can pass either a raw or a parsed query
parser = get_parser()
args = vars(parser.parse_args(raw_query.split(' ')))
else:
args = raw_query
search_engine = args['search_engine'] or os.getenv('HOWDOI_SEARCH_ENGINE') or 'google'
os.environ['HOWDOI_SEARCH_ENGINE'] = search_engine
if search_engine not in SUPPORTED_SEARCH_ENGINES:
supported_search_engines = ', '.join(SUPPORTED_SEARCH_ENGINES)
message = f'Unsupported engine {search_engine}. The supported engines are: {supported_search_engines}'
res = {'error': message}
return _parse_cmd(args, res)
args['query'] = ' '.join(args['query']).replace('?', '')
cache_key = _get_cache_key(args)
if _is_help_query(args['query']):
return _get_help_instructions() + '\n'
res = _get_from_cache(cache_key)
if res:
logging.info('Using cached response (add -C to clear the cache)')
return _parse_cmd(args, res)
logging.info('Fetching answers for query: %s', args["query"])
try:
res = _get_answers(args)
if not res:
message = NO_RESULTS_MESSAGE
if not args['explain']:
message = f'{message} (use --explain to learn why)'
res = {'error': message}
cache.set(cache_key, res)
except (RequestsConnectionError, SSLError):
res = {'error': f'Unable to reach {search_engine}. Do you need to use a proxy?\n'}
except BlockError:
BLOCKED_ENGINES.append(search_engine)
next_engine = next((engine for engine in SUPPORTED_SEARCH_ENGINES if engine not in BLOCKED_ENGINES), None)
if next_engine is None:
res = {'error': 'Unable to get a response from any search engine\n'}
else:
args['search_engine'] = next_engine
args['query'] = args['query'].split()
logging.info('%sRetrying search with %s%s', GREEN, next_engine, END_FORMAT)
return howdoi(args)
return _parse_cmd(args, res)
def get_parser():
parser = argparse.ArgumentParser(description='instant coding answers via the command line',
epilog=textwrap.dedent('''\
environment variable examples:
HOWDOI_COLORIZE=1
HOWDOI_DISABLE_CACHE=1
HOWDOI_DISABLE_SSL=1
HOWDOI_SEARCH_ENGINE=google
HOWDOI_URL=serverfault.com
'''),
formatter_class=argparse.RawTextHelpFormatter)
parser.add_argument('query', metavar='QUERY', type=str, nargs='*', help='the question to answer')
parser.add_argument('-p', '--pos', help='select answer in specified position (default: 1)',
default=1, type=IntRange(1, 20), metavar='POS')
parser.add_argument('-n', '--num', help='number of answers to return (default: 1)',
dest='num_answers', default=1, type=IntRange(1, 20), metavar='NUM')
parser.add_argument('--num-answers', help=argparse.SUPPRESS)
parser.add_argument('-a', '--all', help='display the full text of the answer', action='store_true')
parser.add_argument('-l', '--link', help='display only the answer link', action='store_true')
parser.add_argument('-c', '--color', help='enable colorized output', action='store_true')
parser.add_argument('-x', '--explain', help='explain how answer was chosen', action='store_true')
parser.add_argument('-C', '--clear-cache', help='clear the cache',
action='store_true')
parser.add_argument('-j', '--json', help='return answers in raw json format', dest='json_output',
action='store_true')
parser.add_argument('--json-output', action='store_true', help=argparse.SUPPRESS)
parser.add_argument('-v', '--version', help='display the current version of howdoi',
action='store_true')
parser.add_argument('-e', '--engine', help='search engine for this query (google, bing, duckduckgo)',
dest='search_engine', nargs="?", metavar='ENGINE')
parser.add_argument('--save', '--stash', help='stash a howdoi answer',
action='store_true')
parser.add_argument('--view', help='view your stash',
action='store_true')
parser.add_argument('--remove', help='remove an entry in your stash',
action='store_true')
parser.add_argument('--empty', help='empty your stash',
action='store_true')
parser.add_argument('--sanity-check', help=argparse.SUPPRESS,
action='store_true')
return parser
def _sanity_check(engine, test_query=None):
parser = get_parser()
if not test_query:
test_query = 'format date bash'
args = vars(parser.parse_args(test_query.split()))
args['search_engine'] = engine
try:
result = howdoi(args)
# Perhaps better to use `-j` and then check for an error message
# rather than trying to enumerate all the error strings
assert "Sorry" not in result and "Unable to" not in result
except AssertionError as exc:
if engine == 'google':
raise GoogleValidationError from exc
if engine == 'bing':
raise BingValidationError from exc
raise DDGValidationError from exc
def prompt_stash_remove(args, stash_list, view_stash=True):
if view_stash:
print_stash(stash_list)
last_index = len(stash_list)
prompt = f'{BOLD}> Select a stash command to remove [1-{last_index}] (0 to cancel): {END_FORMAT}'
user_input = input(prompt)
try:
user_input = int(user_input)
if user_input == 0:
return
if user_input < 1 or user_input > last_index:
logging.error('\n%sInput index is invalid.%s', RED, END_FORMAT)
prompt_stash_remove(args, stash_list, False)
return
cmd = stash_list[user_input - 1]
cmd_key = cmd['command']
cmd_name = cmd['fields']['alias']
_stash_remove(cmd_key, cmd_name)
return
except ValueError:
logging.error('\n%sInvalid input. Must specify index of command.%s', RED, END_FORMAT)
prompt_stash_remove(args, stash_list, False)
return
def perform_sanity_check():
'''Perform sanity check.
Returns exit code for program. An exit code of -1 means a validation error was encountered.
'''
global cache # pylint: disable=global-statement,invalid-name
# Disable cache to avoid cached answers while performing the checks
cache = NullCache()
exit_code = 0
for engine in ['google']: # 'bing' and 'duckduckgo' throw various block errors
print(f'Checking {engine}...')
try:
_sanity_check(engine)
except (GoogleValidationError, BingValidationError, DDGValidationError):
logging.error('%s%s query failed%s', RED, engine, END_FORMAT)
exit_code = -1
if exit_code == 0:
print(f'{GREEN}Ok{END_FORMAT}')
return exit_code
def command_line_runner(): # pylint: disable=too-many-return-statements,too-many-branches
parser = get_parser()
args = vars(parser.parse_args())
if args['version']:
print(__version__)
return
if args['explain']:
logging.getLogger().setLevel(logging.INFO)
logging.info('Version: %s', __version__)
if args['sanity_check']:
sys.exit(
perform_sanity_check()
)
if args['clear_cache']:
if _clear_cache():
print(f'{GREEN}Cache cleared successfully{END_FORMAT}')
else:
logging.error('%sClearing cache failed%s', RED, END_FORMAT)
if args[STASH_VIEW]:
print_stash()
return
if args[STASH_EMPTY]:
os.system('keep init')
return
if args[STASH_REMOVE] and len(args['query']) == 0:
commands = keep_utils.read_commands()
if commands is None or len(commands.items()) == 0:
logging.error('%sNo commands found in stash. '
'Add a command with "howdoi --%s <query>".%s', RED, STASH_SAVE, END_FORMAT)
return
stash_list = [{'command': cmd, 'fields': field} for cmd, field in commands.items()]
prompt_stash_remove(args, stash_list)
return
if not args['query']:
parser.print_help()
return
if os.getenv('HOWDOI_COLORIZE'):
args['color'] = True
howdoi_result = howdoi(args)
if os.name == 'nt':
# Windows
print(howdoi_result)
else:
utf8_result = howdoi_result.encode('utf-8', 'ignore')
# Write UTF-8 to stdout: https://stackoverflow.com/a/3603160
sys.stdout.buffer.write(utf8_result)
# close the session to release connection
howdoi_session.close()
if __name__ == '__main__':
command_line_runner()
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