diff --git a/litellm/llms/fal_ai/cost_calculator.py b/litellm/llms/fal_ai/cost_calculator.py index 74848784c5b..f23bd1b46bc 100644 --- a/litellm/llms/fal_ai/cost_calculator.py +++ b/litellm/llms/fal_ai/cost_calculator.py @@ -19,10 +19,10 @@ FAL_NAMED_IMAGE_SIZES: Final[Mapping[str, str]] = MappingProxyType( ) -def _keyed_size(model: str, optional_params: Mapping[str, object]) -> str | None: +def _keyed_size(optional_params: Mapping[str, object]) -> str | None: image_size: Final = optional_params.get("image_size") - if image_size is None: - return None if model.endswith("/edit") else FAL_TEXT_TO_IMAGE_DEFAULT_SIZE + if image_size is None or image_size == "auto": + return FAL_TEXT_TO_IMAGE_DEFAULT_SIZE if isinstance(image_size, Mapping): width: Final = image_size.get("width") height: Final = image_size.get("height") @@ -37,7 +37,7 @@ def _keyed_size(model: str, optional_params: Mapping[str, object]) -> str | None def _keyed_cost_per_image(model: str, optional_params: Mapping[str, object] | None) -> float | None: if optional_params is None: return None - size: Final = _keyed_size(model=model, optional_params=optional_params) + size: Final = _keyed_size(optional_params) if size is None: return None raw_quality: Final = optional_params.get("quality") diff --git a/litellm/llms/fal_ai/image_edit/__init__.py b/litellm/llms/fal_ai/image_edit/__init__.py new file mode 100644 index 00000000000..c2f0f311f8c --- /dev/null +++ b/litellm/llms/fal_ai/image_edit/__init__.py @@ -0,0 +1,3 @@ +from .transformation import FalAIImageEditConfig + +__all__ = ("FalAIImageEditConfig",) diff --git a/litellm/llms/fal_ai/image_edit/transformation.py b/litellm/llms/fal_ai/image_edit/transformation.py new file mode 100644 index 00000000000..70b5d0612f2 --- /dev/null +++ b/litellm/llms/fal_ai/image_edit/transformation.py @@ -0,0 +1,179 @@ +import base64 +import os +from collections.abc import Mapping +from pathlib import Path +from types import MappingProxyType +from typing import TYPE_CHECKING, Final, Protocol, runtime_checkable + +import httpx +from httpx._types import RequestFiles + +from litellm.images.utils import ImageEditRequestUtils +from litellm.llms.base_llm.image_edit.transformation import BaseImageEditConfig +from litellm.llms.fal_ai.image_generation.gpt_image_2_transformation import ( + map_gpt_image_quality, + map_gpt_image_size, +) +from litellm.llms.fal_ai.image_generation.transformation import fal_images_to_image_objects +from litellm.secret_managers.main import get_secret_str +from litellm.types.images.main import ImageEditOptionalRequestParams +from litellm.types.router import GenericLiteLLMParams +from litellm.types.utils import FileTypes, ImageResponse + +if TYPE_CHECKING: + from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj + +DEFAULT_BASE_URL: Final[str] = "https://fal.run" +EDIT_SUFFIX: Final[str] = "/edit" +SUPPORTED_OPENAI_PARAMS: Final[tuple[str, ...]] = ("background", "mask", "n", "quality", "size") +PARAM_TRANSLATION: Final[Mapping[str, str]] = MappingProxyType( + { + "background": "background", + "n": "num_images", + "quality": "quality", + "size": "image_size", + } +) + + +@runtime_checkable +class _SeekableBinaryReader(Protocol): + def tell(self) -> int: ... + + def seek(self, offset: int) -> int: ... + + def read(self) -> bytes: ... + + +def _read_image_bytes(image: object) -> bytes: + if isinstance(image, bytes): + return image + if isinstance(image, tuple): + return _read_image_bytes(image[1]) + if isinstance(image, os.PathLike): + return Path(image).read_bytes() + if isinstance(image, _SeekableBinaryReader): + position: Final = image.tell() + image.seek(0) + data: Final = image.read() + image.seek(position) + return data + raise ValueError(f"Unsupported image type for Fal AI image edit: {type(image).__name__}") + + +def _to_data_url(image: object) -> str: + if isinstance(image, str): + return image + image_bytes: Final = _read_image_bytes(image) + mime_type: Final = ImageEditRequestUtils.get_image_content_type(image_bytes) + return f"data:{mime_type};base64,{base64.b64encode(image_bytes).decode('utf-8')}" + + +def _first(value: object) -> object: + return value[0] if isinstance(value, list) and value else value + + +class FalAIImageEditConfig(BaseImageEditConfig): + """ + Image edits served through Fal AI's ``/edit`` endpoints, e.g. openai/gpt-image-2.5/flare/edit. + + Fal expects a JSON body with ``image_urls`` (and an optional ``mask_url``) rather than multipart + uploads, so local files are sent inline as base64 data URLs. + """ + + def get_supported_openai_params(self, model: str) -> list: # mutable-ok: base class contract returns a list + return list(SUPPORTED_OPENAI_PARAMS) # mutable-ok: base class contract returns a list + + def map_openai_params( # mutable-ok: base class contract returns a dict + self, + image_edit_optional_params: ImageEditOptionalRequestParams, + model: str, + drop_params: bool, + ) -> dict: + return { # mutable-ok: base class contract returns a dict + PARAM_TRANSLATION.get(key, key): self._translate_value(key, value, model) + for key, value in image_edit_optional_params.items() + if value is not None + } + + def _translate_value(self, key: str, value: object, model: str) -> object: + if key == "size": + return map_gpt_image_size(value) + if key == "quality": + return map_gpt_image_quality(value, model) + return value + + def validate_environment( + self, + headers: dict, + model: str, + api_key: str | None = None, + litellm_params: dict | None = None, + api_base: str | None = None, + ) -> dict: + final_api_key: Final = api_key or get_secret_str("FAL_AI_API_KEY") + if not final_api_key: + raise ValueError("FAL_AI_API_KEY is not set") + return {**headers, "Authorization": f"Key {final_api_key}"} # mutable-ok: base class contract returns a dict + + def use_multipart_form_data(self) -> bool: + return False + + def get_complete_url( + self, + model: str, + api_base: str | None, + litellm_params: dict, + ) -> str: + base_url: Final = (api_base or get_secret_str("FAL_AI_API_BASE") or DEFAULT_BASE_URL).rstrip("/") + endpoint: Final = model if model.endswith(EDIT_SUFFIX) else f"{model}{EDIT_SUFFIX}" + return f"{base_url}/{endpoint}" + + def transform_image_edit_request( + self, + model: str, + prompt: str | None, + image: FileTypes | None, + image_edit_optional_request_params: dict, + litellm_params: GenericLiteLLMParams, + headers: dict, + ) -> tuple[dict, RequestFiles]: + images: Final = tuple(img for img in (image if isinstance(image, list) else (image,)) if img is not None) + if not images: + raise ValueError("Fal AI image edit requires at least one input image") + mask: Final = _first(image_edit_optional_request_params.get("mask")) + mask_field: Final[Mapping[str, str]] = ( + MappingProxyType({"mask_url": _to_data_url(mask)}) if mask is not None else MappingProxyType({}) + ) + provider_params: Final[Mapping[str, object]] = MappingProxyType( + { + key: value for key, value in image_edit_optional_request_params.items() if key != "mask" + } # mutable-ok: frozen by MappingProxyType + ) + request_body: Final[dict[str, object]] = { # mutable-ok: base class contract returns a dict + "prompt": prompt, + "image_urls": tuple(_to_data_url(img) for img in images), + **mask_field, + **provider_params, + } + return request_body, () + + def transform_image_edit_response( + self, + model: str, + raw_response: httpx.Response, + logging_obj: "LiteLLMLoggingObj", + ) -> ImageResponse: + try: + response_json: Final = raw_response.json() + except Exception as e: + raise self.get_error_class( + error_message=f"Error parsing Fal AI image edit response: {e}", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + model_response: Final = ImageResponse() + model_response.data = list( # mutable-ok: ImageResponse.data is typed as a list + fal_images_to_image_objects(response_json.get("images", ())) + ) + return model_response diff --git a/litellm/llms/fal_ai/image_generation/__init__.py b/litellm/llms/fal_ai/image_generation/__init__.py index 2b305c8f234..cdd491cd300 100644 --- a/litellm/llms/fal_ai/image_generation/__init__.py +++ b/litellm/llms/fal_ai/image_generation/__init__.py @@ -9,6 +9,7 @@ from .bytedance_transformation import ( FalAIBytedanceDreaminaV31Config, FalAIBytedanceSeedreamV3Config, ) +from .flux_dev_transformation import FalAIFluxDevConfig from .flux_pro_v11_transformation import FalAIFluxProV11Config from .flux_pro_v11_ultra_transformation import FalAIFluxProV11UltraConfig from .flux_schnell_transformation import FalAIFluxSchnellConfig @@ -25,6 +26,7 @@ __all__ = [ "FalAIBriaConfig", "FalAIBytedanceDreaminaV31Config", "FalAIBytedanceSeedreamV3Config", + "FalAIFluxDevConfig", "FalAIFluxProV11Config", "FalAIFluxProV11UltraConfig", "FalAIFluxSchnellConfig", @@ -65,6 +67,8 @@ def get_fal_ai_image_generation_config(model: str) -> BaseImageGenerationConfig: if "ultra" in model_lower: return FalAIFluxProV11UltraConfig() return FalAIFluxProV11Config() + elif "flux/dev" in model_lower or "flux-dev" in model_lower: + return FalAIFluxDevConfig() elif "flux/schnell" in model_lower or "flux-schnell" in model_lower or "schnell" in model_lower: return FalAIFluxSchnellConfig() elif "bytedance/seedream" in model_lower: diff --git a/litellm/llms/fal_ai/image_generation/flux_dev_transformation.py b/litellm/llms/fal_ai/image_generation/flux_dev_transformation.py new file mode 100644 index 00000000000..f9976d519e4 --- /dev/null +++ b/litellm/llms/fal_ai/image_generation/flux_dev_transformation.py @@ -0,0 +1,12 @@ +from .flux_schnell_transformation import FalAIFluxSchnellConfig + + +class FalAIFluxDevConfig(FalAIFluxSchnellConfig): + """ + Configuration for Fal AI Flux Dev model. + + Model endpoint: fal-ai/flux/dev + Documentation: https://fal.ai/models/fal-ai/flux/dev + """ + + IMAGE_GENERATION_ENDPOINT: str = "fal-ai/flux/dev" diff --git a/litellm/llms/fal_ai/image_generation/gpt_image_2_transformation.py b/litellm/llms/fal_ai/image_generation/gpt_image_2_transformation.py index b91ae8ce2b0..3dfc26f8f46 100644 --- a/litellm/llms/fal_ai/image_generation/gpt_image_2_transformation.py +++ b/litellm/llms/fal_ai/image_generation/gpt_image_2_transformation.py @@ -4,6 +4,7 @@ from typing import Final from typing_extensions import ReadOnly, TypedDict +import litellm from litellm.secret_managers.main import get_secret_str from litellm.types.llms.openai import OpenAIImageGenerationOptionalParams @@ -22,6 +23,47 @@ SUPPORTED_OPENAI_PARAMS: Final[tuple[OpenAIImageGenerationOptionalParams, ...]] "response_format", "size", ) +OPENAI_QUALITY_ALIASES: Final[Mapping[str, str]] = MappingProxyType({"hd": "high", "standard": "medium"}) + + +def map_gpt_image_size(size: object) -> object: + if not isinstance(size, str) or size == "auto": + return size + try: + width, height = (int(part) for part in size.lower().split("x")) + except ValueError: + return size + image_size: Final[FalAIImageSize] = {"width": width, "height": height} + return image_size + + +def supported_gpt_image_qualities( + model: str, model_cost: Mapping[str, Mapping[str, object]] | None = None +) -> frozenset[str]: + costs: Final = litellm.model_cost if model_cost is None else model_cost + endpoint: Final[str] = model.removeprefix("fal_ai/") + qualified_endpoint: Final[str] = endpoint if endpoint.startswith("openai/") else f"openai/{endpoint}" + qualities: Final[frozenset[str]] = frozenset( + parts[1] + for key in costs + if (parts := key.split("/"))[0] == "fal_ai" + and len(parts) > 3 + and "-x-" in parts[2] + and "/".join(parts[3:]) == qualified_endpoint + ) + return qualities | {"auto"} if qualities else frozenset() + + +def map_gpt_image_quality( + quality: object, model: str, model_cost: Mapping[str, Mapping[str, object]] | None = None +) -> object: + if not isinstance(quality, str): + return quality + normalized: Final[str] = OPENAI_QUALITY_ALIASES.get(quality, quality) + supported: Final[frozenset[str]] = supported_gpt_image_qualities(model, model_cost) + if not supported: + return normalized + return normalized if normalized in supported else "auto" class FalAIGPTImage2Config(FalAIBaseConfig): @@ -31,13 +73,12 @@ class FalAIGPTImage2Config(FalAIBaseConfig): Model endpoints: - openai/gpt-image-2 (text-to-image) - openai/gpt-image-2/edit (editing, with optional mask) + - openai/gpt-image-2.5/flare/text-to-image, openai/gpt-image-2.5/sunburst/text-to-image Documentation: https://fal.ai/models/openai/gpt-image-2/api """ MODEL_PREFIX: Final[str] = "openai/" - SUPPORTED_QUALITIES: Final[frozenset[str]] = frozenset({"auto", "low", "medium", "high"}) - OPENAI_QUALITY_ALIASES: Final[Mapping[str, str]] = MappingProxyType({"hd": "high", "standard": "medium"}) PARAM_TRANSLATION: Final[Mapping[str, str]] = MappingProxyType( { "n": "num_images", @@ -83,36 +124,20 @@ class FalAIGPTImage2Config(FalAIBaseConfig): ) translated_params: Final[Mapping[str, object]] = MappingProxyType( { - self.PARAM_TRANSLATION[key]: self._translate_value(key, value) + self.PARAM_TRANSLATION[key]: self._translate_value(key, value, model) for key, value in non_default_params.items() if key in self.PARAM_TRANSLATION and self.PARAM_TRANSLATION[key] not in optional_params } ) return {**optional_params, **translated_params} # mutable-ok: base class contract returns a dict - def _translate_value(self, key: str, value: object) -> object: + def _translate_value(self, key: str, value: object, model: str) -> object: if key == "size": - return self._map_image_size(value) + return map_gpt_image_size(value) if key == "quality": - return self._map_quality(value) + return map_gpt_image_quality(value, model) return value - def _map_image_size(self, size: object) -> object: - if not isinstance(size, str) or size == "auto": - return size - try: - width, height = (int(part) for part in size.lower().split("x")) - except ValueError: - return size - image_size: Final[FalAIImageSize] = {"width": width, "height": height} - return image_size - - def _map_quality(self, quality: object) -> object: - if not isinstance(quality, str): - return quality - normalized: Final[str] = self.OPENAI_QUALITY_ALIASES.get(quality, quality) - return normalized if normalized in self.SUPPORTED_QUALITIES else "auto" - def transform_image_generation_request( # mutable-ok: base class contract returns a dict self, model: str, diff --git a/litellm/llms/fal_ai/image_generation/transformation.py b/litellm/llms/fal_ai/image_generation/transformation.py index 7a114677b2d..7f6a417e8a1 100644 --- a/litellm/llms/fal_ai/image_generation/transformation.py +++ b/litellm/llms/fal_ai/image_generation/transformation.py @@ -22,6 +22,18 @@ else: LiteLLMLoggingObj = Any +def fal_images_to_image_objects(images: object) -> tuple[ImageObject, ...]: + if not isinstance(images, list): + return () + return tuple( + ImageObject(url=image_data.get("url", None), b64_json=image_data.get("b64_json", None)) + if isinstance(image_data, dict) + else ImageObject(url=image_data, b64_json=None) + for image_data in images + if isinstance(image_data, (dict, str)) + ) + + class FalAIBaseConfig(BaseImageGenerationConfig): """ Base configuration for Fal AI image generation models. @@ -96,26 +108,7 @@ class FalAIBaseConfig(BaseImageGenerationConfig): if not model_response.data: model_response.data = [] - # Handle fal.ai response format - images: Final = response_data.get("images", []) - if isinstance(images, list): - for image_data in images: - if isinstance(image_data, dict): - model_response.data.append( - ImageObject( - url=image_data.get("url", None), - b64_json=image_data.get("b64_json", None), - ) - ) - elif isinstance(image_data, str): - # If images is just a list of URLs - model_response.data.append( - ImageObject( - url=image_data, - b64_json=None, - ) - ) - + model_response.data.extend(fal_images_to_image_objects(response_data.get("images", ()))) return model_response diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 8a5ea28b467..23e3b00b394 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -23600,6 +23600,1332 @@ ], "supports_vision": true }, + "fal_ai/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "metadata": { + "notes": "OpenAI gpt-image-2.5 (flare) served through fal.ai. fal publishes deterministic per-image prices per size and quality, mirrored as keyed entries fal_ai/{quality}/{width}-x-{height}/openai/gpt-image-2.5/flare/text-to-image that the fal_ai cost calculator picks from the request params. This flat entry is the fallback for the default request (quality=high, image_size=landscape_4_3 at 1024x768). quality=auto is priced as high" + }, + "mode": "image_generation", + "output_cost_per_image": 0.03612, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-768/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00402, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1024/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00588, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1536/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00474, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1920-x-1080/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00441, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/2560-x-1440/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00615, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/3840-x-2160/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01113, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-768/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00903, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-1024/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01317, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-1536/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01029, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1920-x-1080/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01029, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/2560-x-1440/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 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"fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.1584, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.2211, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.40026, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/fal-ai/flux/dev": { + "litellm_provider": "fal_ai", + "metadata": { + "notes": "fal bills FLUX.1 [dev] at $0.025 per megapixel, rounding each image up to the nearest megapixel. Every named fal image_size (including the landscape_4_3 default) rounds up to 1 megapixel, so this flat per-image price is exact for them" + }, + "mode": "image_generation", + "output_cost_per_image": 0.025, + "source": "https://fal.ai/models/fal-ai/flux/dev", + "supported_endpoints": [ + "/v1/images/generations" + ] + }, "featherless_ai/featherless-ai/Qwerky-72B": { "litellm_provider": "featherless_ai", "max_input_tokens": 32768, diff --git a/litellm/utils.py b/litellm/utils.py index 252bc691301..9a80b115d4b 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -9512,6 +9512,10 @@ class ProviderConfigManager: ) return BlackForestLabsImageEditConfig() + elif LlmProviders.FAL_AI == provider: + from litellm.llms.fal_ai.image_edit import FalAIImageEditConfig + + return FalAIImageEditConfig() elif LlmProviders.AZURE_AI == provider: from litellm.llms.azure_ai.image_edit import get_azure_ai_image_edit_config diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 8a5ea28b467..23e3b00b394 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -23600,6 +23600,1332 @@ ], "supports_vision": true }, + "fal_ai/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "metadata": { + "notes": "OpenAI gpt-image-2.5 (flare) served through fal.ai. fal publishes deterministic per-image prices per size and quality, mirrored as keyed entries fal_ai/{quality}/{width}-x-{height}/openai/gpt-image-2.5/flare/text-to-image that the fal_ai cost calculator picks from the request params. This flat entry is the fallback for the default request (quality=high, image_size=landscape_4_3 at 1024x768). quality=auto is priced as high" + }, + "mode": "image_generation", + "output_cost_per_image": 0.03612, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-768/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00402, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1024/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00588, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1536/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00474, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1920-x-1080/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00441, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/2560-x-1440/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00615, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/3840-x-2160/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01113, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-768/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00903, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/text-to-image", + "supported_endpoints": [ + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-1024/openai/gpt-image-2.5/flare/text-to-image": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01317, + "source": 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Prices include one input image and live in keyed entries fal_ai/{quality}/{width}-x-{height}/openai/gpt-image-2.5/flare/edit. This flat entry is the fallback for the default edit request (quality=high, image_size=auto, inferred from the input image, priced as 1024x768 high)" + }, + "mode": "image_generation", + "output_cost_per_image": 0.03612, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-768/openai/gpt-image-2.5/flare/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00402, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1024/openai/gpt-image-2.5/flare/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00588, + "source": "https://fal.ai/models/openai/gpt-image-2.5/flare/edit", + "supported_endpoints": [ + 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+ "metadata": { + "notes": "Editing endpoint of gpt-image-2.5 (sunburst) on fal.ai, reachable through /v1/images/edits or the image generation path with fal's image_urls param. Prices include one input image and live in keyed entries fal_ai/{quality}/{width}-x-{height}/openai/gpt-image-2.5/sunburst/edit. This flat entry is the fallback for the default edit request (quality=high, image_size=auto, inferred from the input image, priced as 1024x768 high)" + }, + "mode": "image_generation", + "output_cost_per_image": 0.03612, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-768/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00402, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1024/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00588, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1024-x-1536/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00474, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/1920-x-1080/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00441, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00615, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/low/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01113, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-768/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.00903, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-1024/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01317, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1024-x-1536/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01029, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/1920-x-1080/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01029, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.01434, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/medium/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.02595, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/1024-x-768/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.03612, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/1024-x-1024/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.05268, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/1024-x-1536/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.04116, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/1920-x-1080/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.0396, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.05529, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/high/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.10008, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/1024-x-768/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.0642, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/1024-x-1024/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.09366, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/1024-x-1536/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.07377, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/1920-x-1080/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.07041, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.09828, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/xhigh/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.1779, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/1024-x-768/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.14445, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/1024-x-1024/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.21072, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/1024-x-1536/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.16464, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/1920-x-1080/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.1584, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/2560-x-1440/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.2211, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/max/3840-x-2160/openai/gpt-image-2.5/sunburst/edit": { + "litellm_provider": "fal_ai", + "mode": "image_generation", + "output_cost_per_image": 0.40026, + "source": "https://fal.ai/models/openai/gpt-image-2.5/sunburst/edit", + "supported_endpoints": [ + "/v1/images/edits", + "/v1/images/generations" + ], + "supports_vision": true + }, + "fal_ai/fal-ai/flux/dev": { + "litellm_provider": "fal_ai", + "metadata": { + "notes": "fal bills FLUX.1 [dev] at $0.025 per megapixel, rounding each image up to the nearest megapixel. Every named fal image_size (including the landscape_4_3 default) rounds up to 1 megapixel, so this flat per-image price is exact for them" + }, + "mode": "image_generation", + "output_cost_per_image": 0.025, + "source": "https://fal.ai/models/fal-ai/flux/dev", + "supported_endpoints": [ + "/v1/images/generations" + ] + }, "featherless_ai/featherless-ai/Qwerky-72B": { "litellm_provider": "featherless_ai", "max_input_tokens": 32768, diff --git a/tests/integration/contracts.json b/tests/integration/contracts.json index 712ff928a48..cd7e84f81b6 100644 --- a/tests/integration/contracts.json +++ b/tests/integration/contracts.json @@ -166,6 +166,15 @@ "tests/integration/providers/test_fal_ai_video_wire.py::test_fal_video_create_status_and_content_follow_queue_wire_contract": [ "other.provider_wire.fal_ai.video_queue_create_status_and_content_download" ], + "tests/integration/providers/test_fal_ai_image_wire.py::test_fal_gpt_image_25_generation_sends_quality_and_size_and_charges_keyed_row": [ + "other.provider_wire.fal_ai.gpt_image_generation_quality_size_wire_and_keyed_pricing" + ], + "tests/integration/providers/test_fal_ai_image_wire.py::test_fal_flux_dev_generation_targets_dev_endpoint_and_charges_per_image": [ + "other.provider_wire.fal_ai.flux_dev_endpoint_and_per_image_pricing" + ], + "tests/integration/providers/test_fal_ai_image_wire.py::test_fal_gpt_image_25_edit_inlines_upload_as_data_url_and_charges_keyed_row": [ + "other.provider_wire.fal_ai.image_edit_json_data_urls_and_keyed_pricing" + ], "tests/integration/mcp/test_mcp_lifecycle.py::test_saved_headers_reach_real_mcp_tool_and_survive_unrelated_edit": [ "mcp.call_tool.saved_headers.reach_actual_transport" ], diff --git a/tests/integration/providers/test_fal_ai_image_wire.py b/tests/integration/providers/test_fal_ai_image_wire.py new file mode 100644 index 00000000000..23ab7e08c16 --- /dev/null +++ b/tests/integration/providers/test_fal_ai_image_wire.py @@ -0,0 +1,176 @@ +import base64 +import json +from pathlib import Path +from typing import Final + +import httpx +import pytest +from integration._support.client import Gateway +from integration._support.wire import Reply, Request, wire_server +from pydantic import JsonValue, TypeAdapter + +_GPT_IMAGE_MODEL: Final = "openai/gpt-image-2.5/flare/text-to-image" +_FLUX_MODEL: Final = "fal-ai/flux/dev" +_EDIT_MODEL: Final = "openai/gpt-image-2.5/flare/edit" +_PNG_BYTES: Final = ( + b"\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR\x00\x00\x00\x01\x00\x00\x00\x01\x08\x06\x00\x00\x00" + b"\x1f\x15\xc4\x89\x00\x00\x00\rIDAT\x08\xd7c\xf8\xcf\xc0\xf0\x1f\x00\x05\x00\x01\xff" + b"\x89\x99=\x1d\x00\x00\x00\x00IEND\xaeB`\x82" +) +_PROMPT: Final = "a red circle on a blue background" +_COST_MAP_PATH: Final = Path(__file__).resolve().parents[3] / "model_prices_and_context_window.json" +_JSON_OBJECT: Final = TypeAdapter(dict[str, JsonValue]) +_COST_MAP: Final = TypeAdapter(dict[str, dict[str, object]]) + + +def _catalog_cost(key: str) -> float: + cost_map: Final = _COST_MAP.validate_json(_COST_MAP_PATH.read_bytes()) + cost_value: Final = cost_map[key]["output_cost_per_image"] + assert isinstance(cost_value, (int, float)) + return float(cost_value) + + +def _image_response(urls: tuple[str, ...], prompt: str) -> bytes: + return json.dumps( + { + "images": [ + { + "url": url, + "content_type": "image/png", + "file_name": url.rsplit("/", 1)[-1], + "file_size": 123456, + "width": 1024, + "height": 768, + } + for url in urls + ], + "timings": {"inference": 2.1}, + "seed": 1234567, + "has_nsfw_concepts": [False], + "prompt": prompt, + } + ).encode() + + +def _response_cost(response: httpx.Response) -> float: + return float(response.headers["x-litellm-response-cost"]) + + +def _approx(value: float) -> object: + return pytest.approx(value, rel=1e-6) # pyright: ignore[reportUnknownMemberType] # pytest lacks typed approx stubs + + +@pytest.mark.covers("other.provider_wire.fal_ai.gpt_image_generation_quality_size_wire_and_keyed_pricing") +def test_fal_gpt_image_25_generation_sends_quality_and_size_and_charges_keyed_row(gateway: Gateway) -> None: + def respond(request: Request) -> Reply: + assert request.method == "POST" + assert request.headers["authorization"] == "Key synthetic-fal-key" + assert request.target == "/openai/gpt-image-2.5/flare/text-to-image" + body: Final = _JSON_OBJECT.validate_json(request.body) + if body.get("quality") == "high": + assert body == {"prompt": _PROMPT, "quality": "high", "image_size": {"width": 1024, "height": 1536}} + return Reply(body=_image_response((f"{wire_url}/files/high.png",), _PROMPT)) + assert body == {"prompt": _PROMPT, "quality": "low"} + return Reply(body=_image_response((f"{wire_url}/files/low.png",), _PROMPT)) + + with wire_server(respond) as wire, gateway.scenario() as scenario: + wire_url: Final = wire.url + model: Final = scenario.model( + model=f"fal_ai/{_GPT_IMAGE_MODEL}", api_base=wire.url, api_key="synthetic-fal-key" + ) + high_response: Final = gateway.request( + "POST", + "/v1/images/generations", + {"model": model, "prompt": _PROMPT, "quality": "high", "size": "1024x1536"}, + ) + assert high_response.status_code == 200, high_response.text + high_payload: Final = _JSON_OBJECT.validate_json(high_response.content) + assert high_payload["data"] == [{"url": f"{wire.url}/files/high.png", "b64_json": None, "revised_prompt": None}] + high_cost: Final = _response_cost(high_response) + assert high_cost == _approx(_catalog_cost("fal_ai/high/1024-x-1536/openai/gpt-image-2.5/flare/text-to-image")) + + low_response: Final = gateway.request( + "POST", + "/v1/images/generations", + {"model": model, "prompt": _PROMPT, "quality": "low"}, + ) + assert low_response.status_code == 200, low_response.text + low_payload: Final = _JSON_OBJECT.validate_json(low_response.content) + assert low_payload["data"] == [{"url": f"{wire.url}/files/low.png", "b64_json": None, "revised_prompt": None}] + low_cost: Final = _response_cost(low_response) + assert low_cost == _approx(_catalog_cost("fal_ai/low/1024-x-768/openai/gpt-image-2.5/flare/text-to-image")) + assert high_cost != low_cost + assert [(request.method, request.target) for request in wire.drain()] == [ + ("POST", "/openai/gpt-image-2.5/flare/text-to-image"), + ("POST", "/openai/gpt-image-2.5/flare/text-to-image"), + ] + + +@pytest.mark.covers("other.provider_wire.fal_ai.flux_dev_endpoint_and_per_image_pricing") +def test_fal_flux_dev_generation_targets_dev_endpoint_and_charges_per_image(gateway: Gateway) -> None: + def respond(request: Request) -> Reply: + assert request.method == "POST" + assert request.headers["authorization"] == "Key synthetic-fal-key" + assert request.target == "/fal-ai/flux/dev" + assert _JSON_OBJECT.validate_json(request.body) == { + "prompt": _PROMPT, + "num_images": 2, + "image_size": "square_hd", + } + return Reply( + body=_image_response( + (f"{wire_url}/files/flux-1.png", f"{wire_url}/files/flux-2.png"), + _PROMPT, + ) + ) + + with wire_server(respond) as wire, gateway.scenario() as scenario: + wire_url: Final = wire.url + model: Final = scenario.model(model=f"fal_ai/{_FLUX_MODEL}", api_base=wire.url, api_key="synthetic-fal-key") + response: Final = gateway.request( + "POST", + "/v1/images/generations", + {"model": model, "prompt": _PROMPT, "n": 2, "size": "1024x1024"}, + ) + assert response.status_code == 200, response.text + payload: Final = _JSON_OBJECT.validate_json(response.content) + assert payload["data"] == [ + {"url": f"{wire.url}/files/flux-1.png", "b64_json": None, "revised_prompt": None}, + {"url": f"{wire.url}/files/flux-2.png", "b64_json": None, "revised_prompt": None}, + ] + cost: Final = _response_cost(response) + assert cost == _approx(2 * _catalog_cost("fal_ai/fal-ai/flux/dev")) + assert [(request.method, request.target) for request in wire.drain()] == [("POST", "/fal-ai/flux/dev")] + + +@pytest.mark.covers("other.provider_wire.fal_ai.image_edit_json_data_urls_and_keyed_pricing") +def test_fal_gpt_image_25_edit_inlines_upload_as_data_url_and_charges_keyed_row(gateway: Gateway) -> None: + def respond(request: Request) -> Reply: + assert request.method == "POST" + assert request.headers["authorization"] == "Key synthetic-fal-key" + assert request.target == "/openai/gpt-image-2.5/flare/edit" + assert request.headers["content-type"] == "application/json" + assert _JSON_OBJECT.validate_json(request.body) == { + "prompt": _PROMPT, + "image_urls": ["data:image/png;base64," + base64.b64encode(_PNG_BYTES).decode()], + "quality": "low", + } + return Reply(body=_image_response((f"{wire_url}/files/edit.png",), _PROMPT)) + + with wire_server(respond) as wire, gateway.scenario() as scenario: + wire_url: Final = wire.url + model: Final = scenario.model(model=f"fal_ai/{_EDIT_MODEL}", api_base=wire.url, api_key="synthetic-fal-key") + response: Final = gateway.client.post( + "/v1/images/edits", + data={"model": model, "prompt": _PROMPT, "quality": "low"}, + files={"image": ("red_circle.png", _PNG_BYTES, "image/png")}, + headers={"Authorization": f"Bearer {gateway.key}"}, + ) + assert response.status_code == 200, response.text + payload: Final = _JSON_OBJECT.validate_json(response.content) + assert payload["data"] == [{"url": f"{wire.url}/files/edit.png", "b64_json": None, "revised_prompt": None}] + cost: Final = _response_cost(response) + assert cost == _approx(_catalog_cost("fal_ai/low/1024-x-768/openai/gpt-image-2.5/flare/edit")) + assert [(request.method, request.target) for request in wire.drain()] == [ + ("POST", "/openai/gpt-image-2.5/flare/edit") + ] diff --git a/tests/test_litellm/llms/fal_ai/image_edit/test_fal_ai_image_edit_transformation.py b/tests/test_litellm/llms/fal_ai/image_edit/test_fal_ai_image_edit_transformation.py new file mode 100644 index 00000000000..65b04e1f1b8 --- /dev/null +++ b/tests/test_litellm/llms/fal_ai/image_edit/test_fal_ai_image_edit_transformation.py @@ -0,0 +1,141 @@ +import base64 +import io +import json +import tempfile +from pathlib import Path + +import httpx +import pytest + +from litellm.llms.fal_ai.image_edit import FalAIImageEditConfig +from litellm.types.images.main import ImageEditOptionalRequestParams +from litellm.types.router import GenericLiteLLMParams +from litellm.types.utils import ImageResponse, LlmProviders +from litellm.utils import ProviderConfigManager + +PNG_BYTES = b"\x89PNG\r\n\x1a\n" + b"\x00" * 16 + + +def test_fal_ai_resolves_to_image_edit_config(): + config = ProviderConfigManager.get_provider_image_edit_config( + model="openai/gpt-image-2.5/flare/edit", provider=LlmProviders.FAL_AI + ) + assert isinstance(config, FalAIImageEditConfig) + + +@pytest.mark.parametrize( + "model,expected", + [ + ("openai/gpt-image-2.5/flare", "https://fal.run/openai/gpt-image-2.5/flare/edit"), + ("openai/gpt-image-2.5/sunburst/edit", "https://fal.run/openai/gpt-image-2.5/sunburst/edit"), + ("openai/gpt-image-2", "https://fal.run/openai/gpt-image-2/edit"), + ], +) +def test_get_complete_url_appends_edit_suffix_once(model, expected): + assert FalAIImageEditConfig().get_complete_url(model=model, api_base=None, litellm_params={}) == expected + + +def test_get_complete_url_respects_api_base(): + url = FalAIImageEditConfig().get_complete_url( + model="openai/gpt-image-2.5/flare", api_base="https://proxy.internal/", litellm_params={} + ) + assert url == "https://proxy.internal/openai/gpt-image-2.5/flare/edit" + + +def test_validate_environment_uses_fal_key_scheme(): + headers = FalAIImageEditConfig().validate_environment(headers={}, model="m", api_key="secret") + assert headers["Authorization"] == "Key secret" + + +def test_validate_environment_requires_key(monkeypatch): + monkeypatch.delenv("FAL_AI_API_KEY", raising=False) + with pytest.raises(ValueError, match="FAL_AI_API_KEY"): + FalAIImageEditConfig().validate_environment(headers={}, model="m", api_key=None) + + +def test_map_openai_params_translates_to_fal_names(): + mapped = FalAIImageEditConfig().map_openai_params( + image_edit_optional_params=ImageEditOptionalRequestParams( + n=2, size="1024x1536", quality="xhigh", background="transparent" + ), + model="openai/gpt-image-2.5/flare/edit", + drop_params=False, + ) + assert mapped == { + "num_images": 2, + "image_size": {"width": 1024, "height": 1536}, + "quality": "xhigh", + "background": "transparent", + } + + +def test_transform_request_inlines_local_images_as_data_urls_and_keeps_remote_urls(): + body, files = FalAIImageEditConfig().transform_image_edit_request( + model="openai/gpt-image-2.5/flare/edit", + prompt="make it blue", + image=[io.BytesIO(PNG_BYTES), "https://example.com/in.png"], + image_edit_optional_request_params={"num_images": 1, "mask": io.BytesIO(PNG_BYTES)}, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) + expected_data_url = "data:image/png;base64," + base64.b64encode(PNG_BYTES).decode() + assert files == () + assert body["prompt"] == "make it blue" + assert json.loads(json.dumps(body))["image_urls"] == [expected_data_url, "https://example.com/in.png"] + assert body["mask_url"] == expected_data_url + assert body["num_images"] == 1 + assert "mask" not in body + + +@pytest.mark.parametrize( + "image_factory", + [ + pytest.param(lambda path: ("red.png", PNG_BYTES), id="filename-bytes-tuple"), + pytest.param(lambda path: ("red.png", PNG_BYTES, "image/png"), id="three-tuple-with-content-type"), + pytest.param(lambda path: path, id="path"), + pytest.param(lambda path: io.FileIO(str(path), "rb"), id="file-io"), + pytest.param( + lambda path: tempfile.SpooledTemporaryFile(suffix=".png"), + id="spooled-temp-file", + ), + ], +) +def test_transform_request_reads_every_file_types_input(tmp_path, image_factory): + path = Path(tmp_path) / "red.png" + path.write_bytes(PNG_BYTES) + image = image_factory(path) + if isinstance(image, tempfile.SpooledTemporaryFile): + image.write(PNG_BYTES) + image.seek(3) + body, _ = FalAIImageEditConfig().transform_image_edit_request( + model="openai/gpt-image-2.5/flare/edit", + prompt="make it blue", + image=image, + image_edit_optional_request_params={}, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) + expected_data_url = "data:image/png;base64," + base64.b64encode(PNG_BYTES).decode() + assert body["image_urls"][0] == expected_data_url + + +def test_transform_response_maps_fal_images(): + raw = httpx.Response(200, json={"images": [{"url": "https://fal.media/out.png"}]}) + response = FalAIImageEditConfig().transform_image_edit_response( + model="openai/gpt-image-2.5/flare/edit", raw_response=raw, logging_obj=None + ) + assert isinstance(response, ImageResponse) + assert [image.url for image in response.data] == ["https://fal.media/out.png"] + + +@pytest.mark.parametrize("image", [None, []]) +def test_transform_request_requires_an_image(image): + with pytest.raises(ValueError, match="input image"): + FalAIImageEditConfig().transform_image_edit_request( + model="openai/gpt-image-2.5/flare/edit", + prompt="make it blue", + image=image, + image_edit_optional_request_params={}, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) diff --git a/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_flux_dev_transformation.py b/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_flux_dev_transformation.py new file mode 100644 index 00000000000..09c9bc4b5f7 --- /dev/null +++ b/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_flux_dev_transformation.py @@ -0,0 +1,61 @@ +import httpx +import pytest + +from litellm.llms.fal_ai.image_generation import ( + FalAIFluxDevConfig, + FalAIFluxSchnellConfig, + FalAIImageGenerationConfig, + get_fal_ai_image_generation_config, +) +from litellm.types.utils import ImageResponse + + +@pytest.mark.parametrize("model", ["fal-ai/flux/dev", "flux/dev", "flux-dev"]) +def test_flux_dev_config_selected(model): + config = get_fal_ai_image_generation_config(model) + assert isinstance(config, FalAIFluxDevConfig) + assert not isinstance(config, FalAIImageGenerationConfig) + + +def test_flux_schnell_still_routes_to_schnell(): + config = get_fal_ai_image_generation_config("fal-ai/flux/schnell") + assert isinstance(config, FalAIFluxSchnellConfig) + assert not isinstance(config, FalAIFluxDevConfig) + + +def test_flux_dev_url_targets_dev_endpoint(): + url = FalAIFluxDevConfig().get_complete_url( + api_base=None, api_key="k", model="fal-ai/flux/dev", optional_params={}, litellm_params={} + ) + assert url == "https://fal.run/fal-ai/flux/dev" + + +def test_flux_dev_maps_openai_params_and_builds_request(): + config = FalAIFluxDevConfig() + optional_params = config.map_openai_params( + non_default_params={"n": 2, "size": "1024x1024", "response_format": "b64_json"}, + optional_params={}, + model="fal-ai/flux/dev", + drop_params=False, + ) + body = config.transform_image_generation_request( + model="fal-ai/flux/dev", prompt="a cat", optional_params=optional_params, litellm_params={}, headers={} + ) + assert body["prompt"] == "a cat" + assert body["num_images"] == 2 + assert body["image_size"] == "square_hd" + + +def test_flux_dev_response_yields_one_image_object_per_fal_image(): + raw = httpx.Response(200, json={"images": [{"url": "https://fal.media/a.png"}, {"url": "https://fal.media/b.png"}]}) + response = FalAIFluxDevConfig().transform_image_generation_response( + model="fal-ai/flux/dev", + raw_response=raw, + model_response=ImageResponse(), + logging_obj=None, + request_data={}, + optional_params={}, + litellm_params={}, + encoding=None, + ) + assert [image.url for image in response.data] == ["https://fal.media/a.png", "https://fal.media/b.png"] diff --git a/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_gpt_image_2_transformation.py b/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_gpt_image_2_transformation.py index 18a7e0161db..f9d5393f426 100644 --- a/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_gpt_image_2_transformation.py +++ b/tests/test_litellm/llms/fal_ai/image_generation/test_fal_ai_gpt_image_2_transformation.py @@ -7,6 +7,10 @@ from litellm.llms.fal_ai.image_generation import ( FalAINanoBananaConfig, get_fal_ai_image_generation_config, ) +from litellm.llms.fal_ai.image_generation.gpt_image_2_transformation import ( + map_gpt_image_quality, + supported_gpt_image_qualities, +) from litellm.types.utils import ImageObject, ImageResponse @@ -127,3 +131,57 @@ def test_transform_image_generation_request(): ) == {"prompt": "a red bicycle", "quality": "high", "num_images": 2} +@pytest.mark.parametrize( + "model", + [ + "openai/gpt-image-2.5/flare/text-to-image", + "openai/gpt-image-2.5/sunburst/text-to-image", + ], +) +def test_gpt_image_25_routes_to_its_own_fal_endpoint(model): + config = get_fal_ai_image_generation_config(model) + assert isinstance(config, FalAIGPTImage2Config) + assert ( + config.get_complete_url(api_base=None, api_key="k", model=model, optional_params={}, litellm_params={}) + == f"https://fal.run/{model}" + ) + + +@pytest.mark.parametrize( + "model,quality,expected", + [ + ("openai/gpt-image-2.5/flare/text-to-image", "xhigh", "xhigh"), + ("openai/gpt-image-2.5/sunburst/text-to-image", "max", "max"), + ("openai/gpt-image-2.5/flare/text-to-image", "hd", "high"), + ("openai/gpt-image-2", "xhigh", "auto"), + ("openai/gpt-image-2", "max", "auto"), + ], +) +def test_map_openai_params_quality_tiers_follow_model(model, quality, expected): + assert FalAIGPTImage2Config().map_openai_params( + non_default_params={"quality": quality}, + optional_params={}, + model=model, + drop_params=False, + ) == {"quality": expected} + + +@pytest.mark.parametrize( + "model", + [ + "some-new-model", + "openai/some-new-model", + "fal_ai/openai/some-new-model", + ], +) +def test_supported_qualities_derived_from_pricing_rows(model): + model_cost = { + "fal_ai/xhigh/1024-x-1024/openai/some-new-model": {}, + "fal_ai/low/1024-x-1024/openai/some-new-model": {}, + "fal_ai/max/1024-x-1024/openai/other-model": {}, + } + assert supported_gpt_image_qualities(model, model_cost) == {"xhigh", "low", "auto"} + + +def test_map_gpt_image_quality_passes_through_when_no_pricing_rows(): + assert map_gpt_image_quality("xhigh", "some-new-model", {}) == "xhigh" diff --git a/tests/test_litellm/llms/fal_ai/test_cost_calculator.py b/tests/test_litellm/llms/fal_ai/test_cost_calculator.py new file mode 100644 index 00000000000..989b5855803 --- /dev/null +++ b/tests/test_litellm/llms/fal_ai/test_cost_calculator.py @@ -0,0 +1,90 @@ +import pytest + +import litellm +from litellm.litellm_core_utils.llm_cost_calc.utils import CostCalculatorUtils +from litellm.llms.fal_ai.cost_calculator import cost_calculator +from litellm.types.utils import ImageObject, ImageResponse + + +@pytest.fixture(autouse=True) +def _use_local_model_cost_map(monkeypatch): + monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True") + monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url="")) + litellm.get_model_info.cache_clear() + yield + litellm.get_model_info.cache_clear() + + +def _image_response(num_images: int = 1) -> ImageResponse: + return ImageResponse(data=[ImageObject(url="https://example.com/img.png") for _ in range(num_images)]) + + +GPT_IMAGE_25_MODELS = ( + "openai/gpt-image-2.5/flare/text-to-image", + "openai/gpt-image-2.5/flare/edit", + "openai/gpt-image-2.5/sunburst/text-to-image", + "openai/gpt-image-2.5/sunburst/edit", +) + + +@pytest.mark.parametrize("model", GPT_IMAGE_25_MODELS) +def test_gpt_image_25_default_request_matches_high_1024x768_keyed_row(model): + default_cost = cost_calculator(model=f"fal_ai/{model}", image_response=_image_response(), optional_params={}) + keyed_cost = litellm.model_cost[f"fal_ai/high/1024-x-768/{model}"]["output_cost_per_image"] + assert default_cost == keyed_cost > 0 + + +@pytest.mark.parametrize("model", GPT_IMAGE_25_MODELS) +def test_gpt_image_25_quality_and_size_pick_keyed_row(model): + cost = cost_calculator( + model=f"fal_ai/{model}", + image_response=_image_response(num_images=2), + optional_params={"quality": "max", "image_size": {"width": 3840, "height": 2160}}, + ) + assert cost == 2 * litellm.model_cost[f"fal_ai/max/3840-x-2160/{model}"]["output_cost_per_image"] > 0 + + +def test_gpt_image_25_edit_auto_size_still_honors_quality(): + model = "fal_ai/openai/gpt-image-2.5/flare/edit" + low = cost_calculator( + model=model, image_response=_image_response(), optional_params={"quality": "low", "image_size": "auto"} + ) + high = cost_calculator( + model=model, image_response=_image_response(), optional_params={"quality": "high", "image_size": "auto"} + ) + assert 0 < low < high + + +def test_gpt_image_25_quality_tiers_are_monotonic(): + costs = tuple( + cost_calculator( + model="fal_ai/openai/gpt-image-2.5/sunburst/text-to-image", + image_response=_image_response(), + optional_params={"quality": quality, "image_size": "square_hd"}, + ) + for quality in ("low", "medium", "high", "xhigh", "max") + ) + assert costs == tuple(sorted(costs)) and len(set(costs)) == len(costs) + + +def test_flux_dev_cost_is_nonzero_and_distinct_from_schnell(): + dev = cost_calculator( + model="fal_ai/fal-ai/flux/dev", image_response=_image_response(num_images=3), optional_params={} + ) + schnell = cost_calculator( + model="fal_ai/fal-ai/flux/schnell", image_response=_image_response(num_images=3), optional_params={} + ) + assert dev > schnell > 0 + assert dev == 3 * litellm.model_cost["fal_ai/fal-ai/flux/dev"]["output_cost_per_image"] + + +def test_image_edit_call_type_routes_to_fal_keyed_pricing(): + model = "openai/gpt-image-2.5/flare/edit" + cost = CostCalculatorUtils.route_image_generation_cost_calculator( + model=model, + completion_response=_image_response(), + custom_llm_provider="fal_ai", + optional_params={"quality": "medium", "image_size": {"width": 1024, "height": 1024}}, + call_type="aimage_edit", + ) + assert cost == litellm.model_cost[f"fal_ai/medium/1024-x-1024/{model}"]["output_cost_per_image"] > 0