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telemetry.py 5.4 KB

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  1. """Anonymous telemetry for Reflex."""
  2. from __future__ import annotations
  3. import asyncio
  4. import multiprocessing
  5. import platform
  6. try:
  7. from datetime import UTC, datetime
  8. except ImportError:
  9. from datetime import datetime
  10. UTC = None
  11. import httpx
  12. import psutil
  13. from reflex import constants
  14. from reflex.utils import console
  15. from reflex.utils.exec import should_skip_compile
  16. from reflex.utils.prerequisites import ensure_reflex_installation_id, get_project_hash
  17. POSTHOG_API_URL: str = "https://app.posthog.com/capture/"
  18. def get_os() -> str:
  19. """Get the operating system.
  20. Returns:
  21. The operating system.
  22. """
  23. return platform.system()
  24. def get_detailed_platform_str() -> str:
  25. """Get the detailed os/platform string.
  26. Returns:
  27. The platform string
  28. """
  29. return platform.platform()
  30. def get_python_version() -> str:
  31. """Get the Python version.
  32. Returns:
  33. The Python version.
  34. """
  35. return platform.python_version()
  36. def get_reflex_version() -> str:
  37. """Get the Reflex version.
  38. Returns:
  39. The Reflex version.
  40. """
  41. return constants.Reflex.VERSION
  42. def get_cpu_count() -> int:
  43. """Get the number of CPUs.
  44. Returns:
  45. The number of CPUs.
  46. """
  47. return multiprocessing.cpu_count()
  48. def get_memory() -> int:
  49. """Get the total memory in MB.
  50. Returns:
  51. The total memory in MB.
  52. """
  53. try:
  54. return psutil.virtual_memory().total >> 20
  55. except ValueError: # needed to pass ubuntu test
  56. return 0
  57. def _raise_on_missing_project_hash() -> bool:
  58. """Check if an error should be raised when project hash is missing.
  59. When running reflex with --backend-only, or doing database migration
  60. operations, there is no requirement for a .web directory, so the reflex.json
  61. file may not exist, and this should not be considered an error.
  62. Returns:
  63. False when compilation should be skipped (i.e. no .web directory is required).
  64. Otherwise return True.
  65. """
  66. if should_skip_compile():
  67. return False
  68. return True
  69. def _prepare_event(event: str, **kwargs) -> dict:
  70. """Prepare the event to be sent to the PostHog server.
  71. Args:
  72. event: The event name.
  73. kwargs: Additional data to send with the event.
  74. Returns:
  75. The event data.
  76. """
  77. from reflex.utils.prerequisites import get_cpu_info
  78. installation_id = ensure_reflex_installation_id()
  79. project_hash = get_project_hash(raise_on_fail=_raise_on_missing_project_hash())
  80. if installation_id is None or project_hash is None:
  81. console.debug(
  82. f"Could not get installation_id or project_hash: {installation_id}, {project_hash}"
  83. )
  84. return {}
  85. if UTC is None:
  86. # for python 3.8, 3.9 & 3.10
  87. stamp = datetime.utcnow().isoformat()
  88. else:
  89. # for python 3.11 & 3.12
  90. stamp = datetime.now(UTC).isoformat()
  91. cpuinfo = get_cpu_info()
  92. additional_keys = ["template", "context", "detail"]
  93. additional_fields = {
  94. key: value for key in additional_keys if (value := kwargs.get(key)) is not None
  95. }
  96. return {
  97. "api_key": "phc_JoMo0fOyi0GQAooY3UyO9k0hebGkMyFJrrCw1Gt5SGb",
  98. "event": event,
  99. "properties": {
  100. "distinct_id": installation_id,
  101. "distinct_app_id": project_hash,
  102. "user_os": get_os(),
  103. "user_os_detail": get_detailed_platform_str(),
  104. "reflex_version": get_reflex_version(),
  105. "python_version": get_python_version(),
  106. "cpu_count": get_cpu_count(),
  107. "memory": get_memory(),
  108. "cpu_info": dict(cpuinfo) if cpuinfo else {},
  109. **additional_fields,
  110. },
  111. "timestamp": stamp,
  112. }
  113. def _send_event(event_data: dict) -> bool:
  114. try:
  115. httpx.post(POSTHOG_API_URL, json=event_data)
  116. return True
  117. except Exception:
  118. return False
  119. def _send(event, telemetry_enabled, **kwargs):
  120. from reflex.config import get_config
  121. # Get the telemetry_enabled from the config if it is not specified.
  122. if telemetry_enabled is None:
  123. telemetry_enabled = get_config().telemetry_enabled
  124. # Return if telemetry is disabled.
  125. if not telemetry_enabled:
  126. return False
  127. event_data = _prepare_event(event, **kwargs)
  128. if not event_data:
  129. return False
  130. return _send_event(event_data)
  131. def send(event: str, telemetry_enabled: bool | None = None, **kwargs):
  132. """Send anonymous telemetry for Reflex.
  133. Args:
  134. event: The event name.
  135. telemetry_enabled: Whether to send the telemetry (If None, get from config).
  136. kwargs: Additional data to send with the event.
  137. """
  138. async def async_send(event, telemetry_enabled, **kwargs):
  139. return _send(event, telemetry_enabled, **kwargs)
  140. try:
  141. # Within an event loop context, send the event asynchronously.
  142. asyncio.create_task(async_send(event, telemetry_enabled, **kwargs))
  143. except RuntimeError:
  144. # If there is no event loop, send the event synchronously.
  145. _send(event, telemetry_enabled, **kwargs)
  146. def send_error(error: Exception, context: str):
  147. """Send an error event.
  148. Args:
  149. error: The error to send.
  150. context: The context of the error (e.g. "frontend" or "backend")
  151. Returns:
  152. Whether the telemetry was sent successfully.
  153. """
  154. return send("error", detail=type(error).__name__, context=context)