⚡️ Speed up function _auth_error_to_http by 29% in PR #11639 (docs-chat-refactor-and-screenshots)#11645
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The optimized code achieves a **28% speedup** (from 76.8μs to 59.6μs) by eliminating repeated attribute lookups during runtime. **Key optimizations applied:** 1. **Pre-computed status codes**: The constants `_HTTP_403` and `_HTTP_401` are defined at module load time, avoiding repeated `status.HTTP_403_FORBIDDEN` and `status.HTTP_401_UNAUTHORIZED` lookups on every function call. The line profiler shows the original code spent time on status code attribute access within the HTTPException construction. 2. **Pre-defined exception tuple**: The `_FORBIDDEN_ERRORS` tuple is created once at module level instead of being reconstructed on every `isinstance()` call. While Python can optimize tuple literals, module-level definition ensures zero construction overhead per invocation. **Why this is faster:** In Python, attribute access (like `status.HTTP_403_FORBIDDEN`) involves dictionary lookups in the module's namespace. By caching these values as module-level constants, we perform the lookup once during import rather than on every function call. The line profiler data confirms this: the original code's `isinstance()` check (lines showing the tuple construction) consumed 15.8% of total time, while the optimized version's single `isinstance()` call takes only 11.8%. **Performance characteristics:** - **Best for**: High-frequency authentication error handling scenarios where this function is called repeatedly (as shown in bulk tests like `test_bulk_mapping_of_mixed_exceptions_is_correct_and_performs_well` and `test_rapid_consecutive_conversions` with 500+ iterations) - **Scalability**: The optimization compounds with scale—processing 500 mixed exceptions benefits more than single calls - **No behavioral changes**: All test cases pass identically, preserving edge case handling (empty messages, unicode, special characters, etc.) The optimization is particularly valuable if this utility is in a hot path for request authentication, as even microsecond improvements multiply across thousands of API requests.
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⚡️ This pull request contains optimizations for PR #11639
If you approve this dependent PR, these changes will be merged into the original PR branch
docs-chat-refactor-and-screenshots.📄 29% (0.29x) speedup for
_auth_error_to_httpinsrc/backend/base/langflow/services/auth/utils.py⏱️ Runtime :
76.8 microseconds→59.6 microseconds(best of211runs)📝 Explanation and details
The optimized code achieves a 28% speedup (from 76.8μs to 59.6μs) by eliminating repeated attribute lookups during runtime.
Key optimizations applied:
Pre-computed status codes: The constants
_HTTP_403and_HTTP_401are defined at module load time, avoiding repeatedstatus.HTTP_403_FORBIDDENandstatus.HTTP_401_UNAUTHORIZEDlookups on every function call. The line profiler shows the original code spent time on status code attribute access within the HTTPException construction.Pre-defined exception tuple: The
_FORBIDDEN_ERRORStuple is created once at module level instead of being reconstructed on everyisinstance()call. While Python can optimize tuple literals, module-level definition ensures zero construction overhead per invocation.Why this is faster:
In Python, attribute access (like
status.HTTP_403_FORBIDDEN) involves dictionary lookups in the module's namespace. By caching these values as module-level constants, we perform the lookup once during import rather than on every function call. The line profiler data confirms this: the original code'sisinstance()check (lines showing the tuple construction) consumed 15.8% of total time, while the optimized version's singleisinstance()call takes only 11.8%.Performance characteristics:
test_bulk_mapping_of_mixed_exceptions_is_correct_and_performs_wellandtest_rapid_consecutive_conversionswith 500+ iterations)The optimization is particularly valuable if this utility is in a hot path for request authentication, as even microsecond improvements multiply across thousands of API requests.
✅ Correctness verification report:
🌀 Click to see Generated Regression Tests
from future import annotations
from typing import Any, List, Type
imports
import pytest # used for our unit tests
from fastapi import HTTPException
from fastapi import HTTPException as _HTTPException
from fastapi import status
from fastapi import status as _status
Import the real exception classes from the codebase under test.
from langflow.services.auth.exceptions import AuthenticationError
from langflow.services.auth.exceptions import
AuthenticationError as _AuthenticationError
from langflow.services.auth.exceptions import InsufficientPermissionsError
from langflow.services.auth.exceptions import
InsufficientPermissionsError as _InsufficientPermissionsError
from langflow.services.auth.exceptions import InvalidCredentialsError
from langflow.services.auth.exceptions import
InvalidCredentialsError as _InvalidCredentialsError
from langflow.services.auth.exceptions import MissingCredentialsError
from langflow.services.auth.exceptions import
MissingCredentialsError as _MissingCredentialsError
from langflow.services.auth.utils import _auth_error_to_http
Helper used in tests to robustly instantiate exception classes from the codebase.
def _make_auth_exception(cls: Type[AuthenticationError], message: Any):
"""
Try to construct an instance of the provided exception class with 'message'.
Many domain exception classes accept a message parameter, but if they don't,
fall back to no-arg construction and attach a .message attribute manually.
This keeps tests resilient to slight differences in constructor signatures
while still using the real classes from the codebase.
"""
try:
instance = cls(message) # common constructor pattern
except TypeError:
# Some exception classes may not accept a message in init.
instance = cls() # create instance without args
# Attach message attribute so the function under test can access it.
setattr(instance, "message", message)
else:
# Ensure .message attribute exists; if not, add it to match function expectations.
if not hasattr(instance, "message"):
setattr(instance, "message", message)
return instance
def test_missing_credentials_maps_to_403_and_preserves_message():
# Basic: MissingCredentialsError should map to HTTP 403 and preserve detail.
msg = "credentials missing"
exc = _make_auth_exception(MissingCredentialsError, msg) # real class from codebase
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output # call the real function under test
def test_invalid_credentials_maps_to_403_and_preserves_message():
# Basic: InvalidCredentialsError should map to HTTP 403 and preserve detail.
msg = "invalid credentials provided"
exc = _make_auth_exception(InvalidCredentialsError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_insufficient_permissions_maps_to_403_and_preserves_message():
# Basic: InsufficientPermissionsError should map to HTTP 403 and preserve detail.
msg = "insufficient permissions for this action"
exc = _make_auth_exception(InsufficientPermissionsError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_base_authentication_error_maps_to_401():
# Basic: A direct AuthenticationError (not one of the 3 special cases) maps to 401.
msg = "token invalid or expired"
exc = _make_auth_exception(AuthenticationError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_empty_message_is_preserved_and_status_is_correct():
# Edge: message is an empty string. Ensure mapping still works and detail is empty string.
msg = ""
exc = _make_auth_exception(MissingCredentialsError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_none_message_is_preserved_and_status_is_correct():
# Edge: message is None. The function will set HTTPException.detail to None as well.
msg = None
exc = _make_auth_exception(AuthenticationError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_numeric_message_is_preserved_and_returned_as_detail():
# Edge: message is not a string (e.g., an int). Ensure it's preserved in detail verbatim.
msg = 404
exc = _make_auth_exception(InvalidCredentialsError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_unicode_and_special_characters_in_message_are_preserved():
# Edge: message with unicode, emojis and special punctuation.
msg = "ユーザー未認証 🚫 — invalid “quotes” and newline\n"
exc = _make_auth_exception(AuthenticationError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_long_message_under_limit_preserved_correctly():
# Edge: long message (800 characters) to ensure no truncation or performance issues.
msg = "x" * 800 # keep under 1000 as requested
exc = _make_auth_exception(InvalidCredentialsError, msg)
codeflash_output = _auth_error_to_http(exc); http_exc = codeflash_output
def test_bulk_mapping_of_mixed_exceptions_is_correct_and_performs_well():
# Large Scale: create a list of many exceptions (kept under 1000 elements)
# and ensure mapping for each is correct, also verifying performance/scalability.
count = 500 # balance thoroughness with test runtime (below the 1000 limit)
def test_all_403_variants_map_to_403_and_not_401():
# Large-ish test to ensure all three 403-variant classes are recognized and
# none of them accidentally map to 401.
classes = [MissingCredentialsError, InvalidCredentialsError, InsufficientPermissionsError]
messages = ["m1", "m2", "m3"]
codeflash_output is used to check that the output of the original code is the same as that of the optimized code.
#------------------------------------------------
import pytest
from fastapi import HTTPException, status
from langflow.services.auth.exceptions import (AuthenticationError,
InsufficientPermissionsError,
InvalidCredentialsError,
MissingCredentialsError)
from langflow.services.auth.utils import _auth_error_to_http
def test_missing_credentials_returns_403():
"""Test that MissingCredentialsError is mapped to HTTP 403 Forbidden."""
# Arrange: Create a MissingCredentialsError with a descriptive message
error = MissingCredentialsError(message="API key is required")
def test_invalid_credentials_returns_403():
"""Test that InvalidCredentialsError is mapped to HTTP 403 Forbidden."""
# Arrange: Create an InvalidCredentialsError
error = InvalidCredentialsError(message="Invalid API key format")
def test_insufficient_permissions_returns_403():
"""Test that InsufficientPermissionsError is mapped to HTTP 403 Forbidden."""
# Arrange: Create an InsufficientPermissionsError
error = InsufficientPermissionsError(message="User lacks required permissions")
def test_generic_authentication_error_returns_401():
"""Test that generic AuthenticationError is mapped to HTTP 401 Unauthorized."""
# Arrange: Create a base AuthenticationError (not a subclass)
error = AuthenticationError(message="Token has expired")
def test_authentication_error_preserves_message():
"""Test that the original error message is preserved in the HTTP response."""
# Arrange: Create an error with a specific message
original_message = "Authentication failed: token signature invalid"
error = AuthenticationError(message=original_message)
def test_missing_credentials_error_preserves_message():
"""Test that MissingCredentialsError preserves its message in the response."""
# Arrange: Create an error with a specific message
original_message = "No authentication credentials provided"
error = MissingCredentialsError(message=original_message)
def test_empty_message():
"""Test handling of error with empty message string."""
# Arrange: Create an error with an empty message
error = AuthenticationError(message="")
def test_very_long_message():
"""Test handling of error with very long message (1000+ characters)."""
# Arrange: Create an error with a very long message
long_message = "Error: " + ("A" * 1000)
error = InvalidCredentialsError(message=long_message)
def test_message_with_special_characters():
"""Test handling of error messages with special characters."""
# Arrange: Create an error with special characters in the message
special_message = "Error: Invalid credentials with special chars: !@#$%^&*()_+-=[]{}|;:',.<>?/~`"
error = InvalidCredentialsError(message=special_message)
def test_message_with_unicode_characters():
"""Test handling of error messages with unicode characters."""
# Arrange: Create an error with unicode characters
unicode_message = "Authentication error: Invalid token \u2013 \u65e0\u6548\u7684\u4ee4\u724c"
error = AuthenticationError(message=unicode_message)
def test_message_with_newlines():
"""Test handling of error messages with newline characters."""
# Arrange: Create an error with newlines in the message
multiline_message = "Error: Invalid credentials\nReason: Token signature mismatch\nDetails: See logs"
error = MissingCredentialsError(message=multiline_message)
def test_message_with_html_entities():
"""Test handling of error messages containing HTML-like content."""
# Arrange: Create an error with HTML-like characters
html_message = "Error: <script>alert('auth failed')</script>"
error = InvalidCredentialsError(message=html_message)
def test_message_with_quotes():
"""Test handling of error messages containing various types of quotes."""
# Arrange: Create an error with different quote types
quoted_message = 'Error: Invalid token with "double" and 'single' quotes'
error = AuthenticationError(message=quoted_message)
def test_missing_credentials_with_empty_string():
"""Test MissingCredentialsError with empty string message."""
# Arrange: Create an error with empty message
error = MissingCredentialsError(message="")
def test_insufficient_permissions_with_long_message():
"""Test InsufficientPermissionsError with long message."""
# Arrange: Create an error with long message
long_message = "Permission denied: " + ("X" * 500)
error = InsufficientPermissionsError(message=long_message)
def test_different_subclass_types_return_correct_status_codes():
"""Test that each specific subclass returns its expected status code."""
# Arrange: Create different error types
missing_creds = MissingCredentialsError(message="test1")
invalid_creds = InvalidCredentialsError(message="test2")
insufficient_perms = InsufficientPermissionsError(message="test3")
generic_auth = AuthenticationError(message="test4")
def test_processing_multiple_403_errors_sequentially():
"""Test processing multiple 403-triggering errors in sequence."""
# Arrange: Create a list of various 403-triggering errors
errors = [
MissingCredentialsError(message=f"Missing credentials {i}") for i in range(100)
] + [
InvalidCredentialsError(message=f"Invalid credentials {i}") for i in range(100)
] + [
InsufficientPermissionsError(message=f"Insufficient permissions {i}") for i in range(100)
]
def test_processing_multiple_401_errors_sequentially():
"""Test processing multiple 401-triggering errors in sequence."""
# Arrange: Create a list of generic authentication errors
errors = [AuthenticationError(message=f"Auth error {i}") for i in range(200)]
def test_processing_mixed_error_types():
"""Test processing a large batch of mixed error types."""
# Arrange: Create a mixed list of all error types
errors = []
for i in range(100):
if i % 4 == 0:
errors.append(MissingCredentialsError(message=f"Error {i}"))
elif i % 4 == 1:
errors.append(InvalidCredentialsError(message=f"Error {i}"))
elif i % 4 == 2:
errors.append(InsufficientPermissionsError(message=f"Error {i}"))
else:
errors.append(AuthenticationError(message=f"Error {i}"))
def test_large_error_messages_in_batch():
"""Test handling of errors with very large messages in batch."""
# Arrange: Create errors with increasingly large messages
large_message = "X" * 10000
errors = [
AuthenticationError(message=large_message + str(i)) for i in range(50)
]
def test_error_message_uniqueness_preservation():
"""Test that unique messages are preserved across batch processing."""
# Arrange: Create errors with unique messages
messages = [f"Unique error message {i}: " + str(i * 1000) for i in range(250)]
errors = [AuthenticationError(message=msg) for msg in messages]
def test_rapid_consecutive_conversions():
"""Test rapid consecutive conversions of the same error type."""
# Arrange: Create the same error many times
error = InvalidCredentialsError(message="Invalid API key")
def test_stress_test_all_error_combinations():
"""Stress test with all possible combinations of error types and scenarios."""
# Arrange: Create a comprehensive set of errors
error_types = [
(MissingCredentialsError, status.HTTP_403_FORBIDDEN),
(InvalidCredentialsError, status.HTTP_403_FORBIDDEN),
(InsufficientPermissionsError, status.HTTP_403_FORBIDDEN),
(AuthenticationError, status.HTTP_401_UNAUTHORIZED),
]
def test_return_type_consistency():
"""Test that all conversions return HTTPException with correct attributes."""
# Arrange: Create various errors
errors = [
MissingCredentialsError(message="test1"),
InvalidCredentialsError(message="test2"),
InsufficientPermissionsError(message="test3"),
AuthenticationError(message="test4"),
]
codeflash_output is used to check that the output of the original code is the same as that of the optimized code.
To edit these changes
git checkout codeflash/optimize-pr11639-2026-02-07T01.06.27and push.