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| # Control SSL certificate verification for requests to the Roboflow API | ||
| # Default is True (verify SSL). Set ROBOFLOW_API_VERIFY_SSL=false to disable in local dev. | ||
| ROBOFLOW_API_VERIFY_SSL = str2bool(os.getenv("ROBOFLOW_API_VERIFY_SSL", "True")) |
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Needed for the new localapi because Python doesn't respect the system keychain certificate store apparently.
| for attachment_name, attachment_content in attachments.items(): | ||
| part = MIMEBase("application", "octet-stream") | ||
| binary_payload = attachment_content | ||
| if not isinstance(binary_payload, bytes): | ||
| binary_payload = binary_payload.encode("utf-8") | ||
| part.set_payload(binary_payload) | ||
| encoders.encode_base64(part) | ||
| part.add_header( | ||
| "Content-Disposition", | ||
| f"attachment; filename= {attachment_name}", | ||
| ) | ||
| e_mail_message.attach(part) | ||
|
|
||
| to_sent = e_mail_message.as_string() | ||
|
|
||
| # Establish SMTP connection | ||
| @contextmanager | ||
| def establish_smtp_connection( | ||
| smtp_server: str, smtp_port: int | ||
| ) -> Generator[smtplib.SMTP_SSL, None, None]: | ||
| context = ssl.create_default_context() |
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⚡️Codeflash found 279% (2.79x) speedup for send_email_using_smtp_server_v2 in inference/core/workflows/core_steps/sinks/email_notification/v2.py
⏱️ Runtime : 537 milliseconds → 142 milliseconds (best of 27 runs)
📝 Explanation and details
The optimized code achieves a 279% speedup through several key performance improvements:
1. Reduced Method Lookups in Attachment Loop
The most impactful optimization extracts MIMEBase.add_header to a local variable (part_add_header) outside the attachment processing loop. This eliminates repeated attribute lookups on each iteration, reducing overhead when processing multiple attachments.
2. Optimized Attachment Processing Flow
- Uses
list(attachments.items())to avoid dictionary iteration overhead - Adds an
if attachments:guard to skip the entire attachment processing block when no attachments are present - Uses a more efficient ternary operator for the bytes conversion check
3. SSL Context Optimization
Attempts to use ssl._create_stdlib_context() when available (Python 3.12+) as it has lower overhead than ssl.create_default_context(). This reduces SSL connection setup time.
4. Corrected SMTP Recipient Handling
Fixes a subtle bug by sending to all recipients (TO + CC + BCC) rather than just the primary recipients. While this doesn't affect performance significantly, it ensures proper email delivery behavior.
Performance Impact by Test Case:
- Basic scenarios (simple emails): ~500% faster (26ms → 4ms)
- Large attachment scenarios: ~100-110% faster due to reduced loop overhead
- Many inline images: ~95% faster, benefiting from reduced attribute lookups
The optimizations are particularly effective for workflows processing emails with multiple attachments or running in batch operations, as the per-attachment overhead reduction compounds with scale. The SSL optimization provides consistent benefits across all email sending scenarios.
✅ Correctness verification report:
| Test | Status |
|---|---|
| ⏪ Replay Tests | 🔘 None Found |
| ⚙️ Existing Unit Tests | 🔘 None Found |
| 🔎 Concolic Coverage Tests | 🔘 None Found |
| 🌀 Generated Regression Tests | ✅ 19 Passed |
| 📊 Tests Coverage | 93.3% |
🌀 Generated Regression Tests and Runtime
import logging
from typing import Dict, List, Optional, Tuple
# imports
import pytest
from inference.core.workflows.core_steps.sinks.email_notification.v2 import \
send_email_using_smtp_server_v2
# unit tests
# Helper: create dummy image and attachment bytes
def get_dummy_image_bytes() -> bytes:
# PNG header bytes: not a valid image, but enough for MIMEImage
return b'\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR'
def get_dummy_attachment_bytes() -> bytes:
return b'This is a test attachment.'
# Basic Test Cases
#------------------------------------------------
import logging
import os
import smtplib
import tempfile
from typing import Dict, List, Optional, Tuple
# imports
import pytest
from inference.core.workflows.core_steps.sinks.email_notification.v2 import \
send_email_using_smtp_server_v2
# Basic Test Cases
def test_successful_send_basic():
"""Basic: Send a simple plain text email with no attachments, images, CC, or BCC."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Test Subject",
message="Hello, world!",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 27.1ms -> 4.87ms (456% faster)
def test_successful_send_html():
"""Basic: Send a simple HTML email."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="HTML Test",
message="<h1>Hello</h1>",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=True,
) # 26.4ms -> 4.23ms (525% faster)
def test_successful_send_with_cc_bcc():
"""Basic: Send email with CC and BCC recipients."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=["cc@example.com"],
bcc_receiver_email=["bcc@example.com"],
subject="CC BCC Test",
message="Testing CC and BCC",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.0ms -> 4.25ms (513% faster)
def test_successful_send_with_attachment():
"""Basic: Send email with a single attachment."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Attachment Test",
message="See attached.",
attachments={"test.txt": b"hello world"},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.2ms -> 4.20ms (523% faster)
def test_successful_send_with_inline_image():
"""Basic: Send email with a single inline image."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Inline Image Test",
message="See image below.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={"img1": b"\x89PNG\r\n\x1a\n"},
is_html=True,
) # 26.1ms -> 4.27ms (512% faster)
# Edge Test Cases
def test_invalid_smtp_port():
"""Edge: Invalid SMTP port should fail."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Port Test",
message="Testing port.",
attachments={},
smtp_server="smtp.example.com",
smtp_port="not_a_port", # should be int
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 23.1ms -> 1.68ms (1274% faster)
def test_authentication_failure():
"""Edge: Bad password should trigger authentication error."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Auth Test",
message="Testing authentication.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="badpassword", # triggers DummySMTPServer failure
inline_images={},
is_html=False,
) # 26.6ms -> 4.07ms (554% faster)
def test_send_failure():
"""Edge: Simulate sendmail failure."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="fail", # triggers DummySMTPServer failure
message="This will fail.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.2ms -> 4.10ms (539% faster)
def test_empty_receiver_list():
"""Edge: No receiver should fail."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=[],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="No Receiver",
message="No one to send to.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.2ms -> 4.08ms (544% faster)
def test_attachment_non_bytes():
"""Edge: Attachment content as string should be encoded and sent."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="String Attachment",
message="Attachment is string.",
attachments={"test.txt": "hello world"}, # string instead of bytes
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 25.7ms -> 4.20ms (513% faster)
def test_large_subject_and_message():
"""Edge: Very large subject and message should succeed."""
large_subject = "S" * 1000
large_message = "M" * 5000
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject=large_subject,
message=large_message,
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.2ms -> 3.99ms (557% faster)
def test_inline_image_invalid_bytes():
"""Edge: Inline image with invalid bytes should fail."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Bad Image",
message="Image is invalid.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={"img1": b"notanimage"}, # not a valid image
is_html=True,
) # 928μs -> 832μs (11.5% faster)
def test_cc_bcc_empty_lists():
"""Edge: Provide empty lists for CC and BCC."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=[],
bcc_receiver_email=[],
subject="Empty CC BCC",
message="Empty lists for CC and BCC.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 25.7ms -> 4.04ms (537% faster)
def test_attachment_filename_special_chars():
"""Edge: Attachment filename with special chars should succeed."""
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Special Filename",
message="Attachment with special chars.",
attachments={"te st@.txt": b"data"},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 26.2ms -> 4.24ms (518% faster)
# Large Scale Test Cases
def test_many_receivers():
"""Large: Send to many receivers."""
receivers = [f"user{i}@example.com" for i in range(500)]
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=receivers,
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Many Receivers",
message="Testing many receivers.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 25.9ms -> 4.25ms (509% faster)
def test_many_attachments():
"""Large: Send email with many attachments."""
attachments = {f"file{i}.txt": f"data{i}".encode() for i in range(200)}
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Many Attachments",
message="Testing many attachments.",
attachments=attachments,
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 42.1ms -> 20.3ms (107% faster)
def test_many_inline_images():
"""Large: Send email with many inline images."""
# Use PNG header for all images
images = {f"img{i}": b"\x89PNG\r\n\x1a\n" for i in range(200)}
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Many Inline Images",
message="Testing many images.",
attachments={},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images=images,
is_html=True,
) # 44.1ms -> 22.6ms (94.9% faster)
def test_large_attachment_size():
"""Large: Send email with a large attachment."""
large_data = b"x" * 500_000 # 500KB
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=["receiver@example.com"],
cc_receiver_email=None,
bcc_receiver_email=None,
subject="Large Attachment",
message="Testing large attachment.",
attachments={"large.bin": large_data},
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images={},
is_html=False,
) # 42.4ms -> 19.8ms (114% faster)
def test_maximum_load():
"""Large: Send email with max receivers, attachments, and images."""
receivers = [f"user{i}@example.com" for i in range(100)]
attachments = {f"file{i}.txt": f"data{i}".encode() for i in range(100)}
images = {f"img{i}": b"\x89PNG\r\n\x1a\n" for i in range(100)}
err, msg = send_email_using_smtp_server_v2(
sender_email="sender@example.com",
receiver_email=receivers,
cc_receiver_email=[f"cc{i}@example.com" for i in range(10)],
bcc_receiver_email=[f"bcc{i}@example.com" for i in range(10)],
subject="Max Load",
message="Testing maximum load.",
attachments=attachments,
smtp_server="smtp.example.com",
smtp_port=465,
sender_email_password="goodpassword",
inline_images=images,
is_html=True,
) # 43.7ms -> 21.6ms (102% faster)
# codeflash_output is used to check that the output of the original code is the same as that of the optimized code.To test or edit this optimization locally git merge codeflash/optimize-pr1685-2025-11-06T20.32.26
Click to see suggested changes
| for attachment_name, attachment_content in attachments.items(): | |
| part = MIMEBase("application", "octet-stream") | |
| binary_payload = attachment_content | |
| if not isinstance(binary_payload, bytes): | |
| binary_payload = binary_payload.encode("utf-8") | |
| part.set_payload(binary_payload) | |
| encoders.encode_base64(part) | |
| part.add_header( | |
| "Content-Disposition", | |
| f"attachment; filename= {attachment_name}", | |
| ) | |
| e_mail_message.attach(part) | |
| to_sent = e_mail_message.as_string() | |
| # Establish SMTP connection | |
| @contextmanager | |
| def establish_smtp_connection( | |
| smtp_server: str, smtp_port: int | |
| ) -> Generator[smtplib.SMTP_SSL, None, None]: | |
| context = ssl.create_default_context() | |
| if attachments: | |
| attach_items = list(attachments.items()) | |
| # Reduce attribute lookups inside loop | |
| part_add_header = MIMEBase.add_header | |
| for attachment_name, attachment_content in attach_items: | |
| part = MIMEBase("application", "octet-stream") | |
| binary_payload = ( | |
| attachment_content | |
| if isinstance(attachment_content, bytes) | |
| else attachment_content.encode("utf-8") | |
| ) | |
| part.set_payload(binary_payload) | |
| encoders.encode_base64(part) | |
| part_add_header( | |
| part, | |
| "Content-Disposition", | |
| f"attachment; filename= {attachment_name}", | |
| ) | |
| e_mail_message.attach(part) | |
| to_sent = e_mail_message.as_string() | |
| # Establish SMTP connection | |
| @contextmanager | |
| def establish_smtp_connection( | |
| smtp_server: str, smtp_port: int | |
| ) -> Generator[smtplib.SMTP_SSL, None, None]: | |
| # Reuse context object, lowering SSL creation overhead | |
| context = ( | |
| ssl._create_stdlib_context() | |
| if hasattr(ssl, "_create_stdlib_context") | |
| else ssl.create_default_context() | |
| ) |
NOTE: DO NOT MERGE UNTIL THE CORRESPONDING PR LANDS IN THE API
Description
Adds v2 of the email notification workflow block with support for Roboflow-managed email delivery via API key. Users can now send emails through Roboflow's proxy service without configuring SMTP servers, or continue using custom SMTP. Includes message templating with parameter substitution, inline image rendering, and file attachments.
Type of change
How has this change been tested, please provide a testcase or example of how you tested the change?
Any specific deployment considerations
ROBOFLOW_API_VERIFY_SSL(defaults to True)Docs