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Python: OpenAI Responses Image Generation Stream Support, Sample and Unit Tests (#1853)
* support for image gen streaming * small fixes * fixes * added comment
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@@ -1050,6 +1050,50 @@ class DataContent(BaseContent):
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def has_top_level_media_type(self, top_level_media_type: Literal["application", "audio", "image", "text"]) -> bool:
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return _has_top_level_media_type(self.media_type, top_level_media_type)
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@staticmethod
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def detect_image_format_from_base64(image_base64: str) -> str:
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"""Detect image format from base64 data by examining the binary header.
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Args:
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image_base64: Base64 encoded image data
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Returns:
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Image format as string (png, jpeg, webp, gif) with png as fallback
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"""
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try:
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# Constants for image format detection
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# ~75 bytes of binary data should be enough to detect most image formats
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FORMAT_DETECTION_BASE64_CHARS = 100
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# Decode a small portion to detect format
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decoded_data = base64.b64decode(image_base64[:FORMAT_DETECTION_BASE64_CHARS])
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if decoded_data.startswith(b"\x89PNG"):
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return "png"
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if decoded_data.startswith(b"\xff\xd8\xff"):
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return "jpeg"
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if decoded_data.startswith(b"RIFF") and b"WEBP" in decoded_data[:12]:
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return "webp"
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if decoded_data.startswith(b"GIF87a") or decoded_data.startswith(b"GIF89a"):
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return "gif"
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return "png" # Default fallback
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except Exception:
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return "png" # Fallback if decoding fails
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@classmethod
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def create_data_uri_from_base64(cls, image_base64: str) -> tuple[str, str]:
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"""Create a data URI and media type from base64 image data.
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Args:
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image_base64: Base64 encoded image data
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Returns:
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Tuple of (data_uri, media_type)
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"""
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format_type = cls.detect_image_format_from_base64(image_base64)
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uri = f"data:image/{format_type};base64,{image_base64}"
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media_type = f"image/{format_type}"
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return uri, media_type
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class UriContent(BaseContent):
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"""Represents a URI content.
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@@ -293,6 +293,14 @@ class OpenAIBaseResponsesClient(OpenAIBase, BaseChatClient):
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# Map the parameter name and remove the old one
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mapped_tool[api_param] = mapped_tool.pop(user_param)
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# Validate partial_images parameter for streaming image generation
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# OpenAI API requires partial_images to be between 0-3 (inclusive) for image_generation tool
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# Reference: https://platform.openai.com/docs/api-reference/responses/create#responses_create-tools-image_generation_tool-partial_images
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if "partial_images" in mapped_tool:
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partial_images = mapped_tool["partial_images"]
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if not isinstance(partial_images, int) or partial_images < 0 or partial_images > 3:
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raise ValueError("partial_images must be an integer between 0 and 3 (inclusive).")
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response_tools.append(mapped_tool)
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else:
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response_tools.append(tool_dict)
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@@ -695,29 +703,8 @@ class OpenAIBaseResponsesClient(OpenAIBase, BaseChatClient):
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uri = item.result
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media_type = None
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if not uri.startswith("data:"):
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# Raw base64 string - convert to proper data URI format
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# Detect format from base64 data
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import base64
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try:
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# Decode a small portion to detect format
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decoded_data = base64.b64decode(uri[:100]) # First ~75 bytes should be enough
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if decoded_data.startswith(b"\x89PNG"):
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format_type = "png"
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elif decoded_data.startswith(b"\xff\xd8\xff"):
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format_type = "jpeg"
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elif decoded_data.startswith(b"RIFF") and b"WEBP" in decoded_data[:12]:
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format_type = "webp"
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elif decoded_data.startswith(b"GIF87a") or decoded_data.startswith(b"GIF89a"):
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format_type = "gif"
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else:
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# Default to png if format cannot be detected
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format_type = "png"
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except Exception:
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# Fallback to png if decoding fails
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format_type = "png"
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uri = f"data:image/{format_type};base64,{uri}"
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media_type = f"image/{format_type}"
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# Raw base64 string - convert to proper data URI format using helper
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uri, media_type = DataContent.create_data_uri_from_base64(uri)
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else:
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# Parse media type from existing data URI
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try:
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@@ -933,6 +920,25 @@ class OpenAIBaseResponsesClient(OpenAIBase, BaseChatClient):
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raw_representation=event,
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)
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)
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case "response.image_generation_call.partial_image":
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# Handle streaming partial image generation
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image_base64 = event.partial_image_b64
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partial_index = event.partial_image_index
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# Use helper function to create data URI from base64
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uri, media_type = DataContent.create_data_uri_from_base64(image_base64)
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contents.append(
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DataContent(
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uri=uri,
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media_type=media_type,
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additional_properties={
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"partial_image_index": partial_index,
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"is_partial_image": True,
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},
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raw_representation=event,
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)
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)
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case _:
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logger.debug("Unparsed event of type: %s: %s", event.type, event)
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@@ -1,5 +1,6 @@
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# Copyright (c) Microsoft. All rights reserved.
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import base64
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from collections.abc import AsyncIterable
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from typing import Any
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@@ -166,6 +167,57 @@ def test_data_content_empty():
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DataContent(uri="")
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def test_data_content_detect_image_format_from_base64():
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"""Test the detect_image_format_from_base64 static method."""
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# Test each supported format
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png_data = b"\x89PNG\r\n\x1a\n" + b"fake_data"
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assert DataContent.detect_image_format_from_base64(base64.b64encode(png_data).decode()) == "png"
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jpeg_data = b"\xff\xd8\xff\xe0" + b"fake_data"
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assert DataContent.detect_image_format_from_base64(base64.b64encode(jpeg_data).decode()) == "jpeg"
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webp_data = b"RIFF" + b"1234" + b"WEBP" + b"fake_data"
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assert DataContent.detect_image_format_from_base64(base64.b64encode(webp_data).decode()) == "webp"
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gif_data = b"GIF89a" + b"fake_data"
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assert DataContent.detect_image_format_from_base64(base64.b64encode(gif_data).decode()) == "gif"
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# Test fallback behavior
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unknown_data = b"UNKNOWN_FORMAT"
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assert DataContent.detect_image_format_from_base64(base64.b64encode(unknown_data).decode()) == "png"
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# Test error handling
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assert DataContent.detect_image_format_from_base64("invalid_base64!") == "png"
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assert DataContent.detect_image_format_from_base64("") == "png"
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def test_data_content_create_data_uri_from_base64():
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"""Test the create_data_uri_from_base64 class method."""
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# Test with PNG data
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png_data = b"\x89PNG\r\n\x1a\n" + b"fake_data"
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png_base64 = base64.b64encode(png_data).decode()
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uri, media_type = DataContent.create_data_uri_from_base64(png_base64)
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assert uri == f"data:image/png;base64,{png_base64}"
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assert media_type == "image/png"
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# Test with different format
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jpeg_data = b"\xff\xd8\xff\xe0" + b"fake_data"
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jpeg_base64 = base64.b64encode(jpeg_data).decode()
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uri, media_type = DataContent.create_data_uri_from_base64(jpeg_base64)
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assert uri == f"data:image/jpeg;base64,{jpeg_base64}"
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assert media_type == "image/jpeg"
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# Test fallback for unknown format
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unknown_data = b"UNKNOWN_FORMAT"
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unknown_base64 = base64.b64encode(unknown_data).decode()
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uri, media_type = DataContent.create_data_uri_from_base64(unknown_base64)
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assert uri == f"data:image/png;base64,{unknown_base64}"
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assert media_type == "image/png"
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# region UriContent
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