Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
68 changes: 51 additions & 17 deletions litellm/proxy/proxy_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
import time
import traceback
import warnings
from datetime import datetime, timedelta
from datetime import datetime, timedelta, timezone
from typing import (
TYPE_CHECKING,
Any,
Expand Down Expand Up @@ -8042,6 +8042,48 @@ async def _apply_search_filter_to_models(
return filtered_models, search_total_count


def _normalize_datetime_for_sorting(dt: Any) -> Optional[datetime]:
"""
Normalize a datetime value to a timezone-aware UTC datetime for sorting.

This function handles:
- None values: returns None
- String values: parses ISO format strings and converts to UTC-aware datetime
- Datetime objects: converts naive datetimes to UTC-aware, and aware datetimes to UTC

Args:
dt: Datetime value (None, str, or datetime object)

Returns:
UTC-aware datetime object, or None if input is None or cannot be parsed
"""
if dt is None:
return None

if isinstance(dt, str):
try:
# Handle ISO format strings, including 'Z' suffix
dt_str = dt.replace("Z", "+00:00") if dt.endswith("Z") else dt
parsed_dt = datetime.fromisoformat(dt_str)
# Ensure it's UTC-aware
if parsed_dt.tzinfo is None:
parsed_dt = parsed_dt.replace(tzinfo=timezone.utc)
else:
parsed_dt = parsed_dt.astimezone(timezone.utc)
return parsed_dt
except (ValueError, AttributeError):
return None

if isinstance(dt, datetime):
# If naive, assume UTC and make it aware
if dt.tzinfo is None:
return dt.replace(tzinfo=timezone.utc)
# If aware, convert to UTC
return dt.astimezone(timezone.utc)

return None


def _sort_models(
all_models: List[Dict[str, Any]],
sort_by: Optional[str],
Expand Down Expand Up @@ -8071,26 +8113,18 @@ def get_sort_key(model: Dict[str, Any]) -> Any:

elif sort_by == "created_at":
created_at = model_info.get("created_at")
if created_at is None:
normalized_dt = _normalize_datetime_for_sorting(created_at)
if normalized_dt is None:
# Put None values at the end for asc, at the start for desc
return (datetime.max if not reverse else datetime.min)
if isinstance(created_at, str):
try:
return datetime.fromisoformat(created_at.replace("Z", "+00:00"))
except (ValueError, AttributeError):
return datetime.min if not reverse else datetime.max
return created_at
return (datetime.max.replace(tzinfo=timezone.utc) if not reverse else datetime.min.replace(tzinfo=timezone.utc))
return normalized_dt

elif sort_by == "updated_at":
updated_at = model_info.get("updated_at")
if updated_at is None:
return (datetime.max if not reverse else datetime.min)
if isinstance(updated_at, str):
try:
return datetime.fromisoformat(updated_at.replace("Z", "+00:00"))
except (ValueError, AttributeError):
return datetime.min if not reverse else datetime.max
return updated_at
normalized_dt = _normalize_datetime_for_sorting(updated_at)
if normalized_dt is None:
return (datetime.max.replace(tzinfo=timezone.utc) if not reverse else datetime.min.replace(tzinfo=timezone.utc))
return normalized_dt

elif sort_by == "costs":
input_cost = model_info.get("input_cost_per_token", 0) or 0
Expand Down
78 changes: 77 additions & 1 deletion tests/test_litellm/proxy/test_proxy_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
import socket
import subprocess
import sys
from datetime import datetime
from datetime import datetime, timezone
from pathlib import Path
from unittest import mock
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
Expand Down Expand Up @@ -1049,6 +1049,82 @@ async def test_get_config_from_file(tmp_path, monkeypatch):
assert result == test_config


def test_normalize_datetime_for_sorting():
"""
Test the _normalize_datetime_for_sorting function.
Tests various scenarios: None values, ISO format strings, datetime objects (naive and aware).
"""
from litellm.proxy.proxy_server import _normalize_datetime_for_sorting

# Test Case 1: None value
assert _normalize_datetime_for_sorting(None) is None

# Test Case 2: ISO format string with 'Z' suffix
dt_str_z = "2024-01-15T10:30:00Z"
result = _normalize_datetime_for_sorting(dt_str_z)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc
assert result.year == 2024
assert result.month == 1
assert result.day == 15
assert result.hour == 10
assert result.minute == 30

# Test Case 3: ISO format string without 'Z' suffix (naive)
dt_str_naive = "2024-01-15T10:30:00"
result = _normalize_datetime_for_sorting(dt_str_naive)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc

# Test Case 4: ISO format string with timezone offset
dt_str_tz = "2024-01-15T10:30:00+05:00"
result = _normalize_datetime_for_sorting(dt_str_tz)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc
# Should convert from +05:00 to UTC (subtract 5 hours)
assert result.hour == 5 # 10:30 - 5 hours = 5:30 UTC

# Test Case 5: Naive datetime object
naive_dt = datetime(2024, 1, 15, 10, 30, 0)
result = _normalize_datetime_for_sorting(naive_dt)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc
assert result.year == 2024
assert result.month == 1
assert result.day == 15

# Test Case 6: Timezone-aware datetime object (non-UTC)
from datetime import timedelta
aware_dt = datetime(2024, 1, 15, 10, 30, 0, tzinfo=timezone(timedelta(hours=5)))
result = _normalize_datetime_for_sorting(aware_dt)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc
# Should convert from +05:00 to UTC
assert result.hour == 5

# Test Case 7: UTC-aware datetime object
utc_dt = datetime(2024, 1, 15, 10, 30, 0, tzinfo=timezone.utc)
result = _normalize_datetime_for_sorting(utc_dt)
assert result is not None
assert isinstance(result, datetime)
assert result.tzinfo == timezone.utc
assert result == utc_dt

# Test Case 8: Invalid string format
invalid_str = "not-a-date"
result = _normalize_datetime_for_sorting(invalid_str)
assert result is None

# Test Case 9: Invalid type (should return None)
result = _normalize_datetime_for_sorting(12345)
assert result is None


@pytest.mark.asyncio
async def test_add_proxy_budget_to_db_only_creates_user_no_keys():
"""
Expand Down
Loading