Мы уже знаем, что на текущую сессию интерпретатора изменение PYTHONPATH никак не повлияет. Но если вы запустите дочерний процесс, то он унаследует окружение текущего процесса, а значит и изменения в любых переменных будут на него влиять.
Вот небольшой пример:
Объявляем переменную
user@host:~$ export PYTHONPATH=/path1
Запускаем интерпретатор
user@host:~$ python3
Проверим что в sys.path
>>> import sys
>>> print(sys.path)
['', '/path1', '/usr/lib/...', ...]
Добавляем что-то в переменную
>>> import os
>>> os.emviron['PYTHONPATH'] = '/path1:/path2'
>>> print(sys.path)
['', '/path1', '/usr/lib/...', ...]
Изменений нет. Но давайте запустим дочерний процесс и посмотрим там
>>> os.system('python3')
# теперь мы находимся в другом процессе
>>> import sys
>>> print(sys.path)
['', '/path1', '/path2', '/usr/lib/...', ...]
Тоже самое будет и с subprocess, так как по умолчанию текущее окружение тоже наследуется.
>>> import subprocess
>>> subprocess.call(['python3', '-c', 'import sys;print(sys.path)'])
['', '/path1', '/path2', '/usr/lib/...', ...]
______________________
Лучшей практикой является передача энвайронмента явно через аргумент env!
import subprocess
subprocess.call(cmd, env={'PYTHONPATH': '...'})
Это поможет точно понимать какое окружение будет у запускаемого процесса и при этом не изменять окружение текущего процесса.
#basic
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🚨💰IRS GLITCH HIDES $51M IN POLITICAL DONATIONS
🔹 Technical error masks campaign contributions to state-level groups for Q4 2025 📊
🔹 Republican Attorney General's Association, RSLC affected - $41M in donations missing 💸
🔹 IRS workforce cut 27% by DOGE efficiency drive - system failures mounting rapidly 🏛️
🔹 527 organizations face April 15 deadline with completely broken e-filing system ⏰
🔹 Center for Political Accountability warns of "complete black hole" in transparency 🕳️
🔹 Affected groups include RGA ($32M), DLCC - major election funding obscured 📋
The most transparent democracy? More like broken bureaucracy failing voters 😤🇺🇸
#USNews#politics#transparency
@america
Microsoft Touts Responsible AI Efforts in New Report
Microsoft released a comprehensive report, the "Responsible AI Transparency Report," detailing its initiatives for developing and deploying responsible Artificial Intelligence technologies.
The report highlights Microsoft's commitment to building safe and responsible generative AI, a field where the company has actively pursued innovation.
Microsoft emphasizes its safety efforts, including:
✅ Launching over 30 tools to empower developers with responsible AI practices.
✅ Providing more than 100 features within Azure to assist customers in deploying safe AI solutions.
✅ Expanding its responsible AI community by 17%, now exceeding 400 members.
✅ Mandating responsible AI training for all employees, with a 99% completion rate for relevant modules.
The report concludes with a commitment from Microsoft to invest further in responsible AI development tools for its customers.
#ResponsibleAI#Transparency
🇺🇸When “AI-First” Means 700 Humans Behind the Curtain
BuilderAI, a Microsoft-backed startup once hailed as a pioneer in “AI-powered app creation,” has reportedly gone bankrupt — and not for lack of demand. While the company promoted itself as using artificial intelligence to automate software development, recent revelations show that it relied heavily on a workforce of 700 people in India to do the work manually.
#AI ##ResponsibleAI#Transparency