# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import re from typing import List, Tuple IMAGE_RES_SIZE_INFO: dict[str, tuple[int, int]] = { "1080": { "1,1": (1024, 1024), "4,3": (1440, 1056), "3,4": (1056, 1440), "16,9": (1920, 1056), "9,16": (1056, 1920), }, # "1024": {"1,1": (1024, 1024), "4,3": (1280, 1024), "3,4": (1024, 1280), "16,9": (1280, 768), "9,16": (768, 1280)}, "1024": {"1,1": (1024, 1024), "4,3": (1168, 880), "3,4": (880, 1168), "16,9": (1360, 768), "9,16": (768, 1360)}, "720": {"1,1": (960, 960), "4,3": (960, 704), "3,4": (704, 960), "16,9": (1280, 704), "9,16": (704, 1280)}, "512": {"1,1": (512, 512), "4,3": (640, 512), "3,4": (512, 640), "16,9": (640, 384), "9,16": (384, 640)}, "480": {"1,1": (480, 480), "4,3": (640, 480), "3,4": (480, 640), "16,9": (768, 432), "9,16": (432, 768)}, "480p": {"1,1": (640, 640), "4,3": (640, 480), "3,4": (480, 640), "16,9": (832, 480), "9,16": (480, 832)}, "720robocasa": {"1,1": (720, 720), "4,3": (960, 720), "3,4": (720, 960), "16,9": (1280, 720), "9,16": (720, 1280)}, "256": { "1,1": (256, 256), "4,3": (320, 256), "3,4": (256, 320), "16,9": (320, 192), "9,16": (192, 320), }, } VIDEO_RES_SIZE_INFO: dict[str, tuple[int, int]] = { "1080": { "1,1": (1024, 1024), "4,3": (1440, 1072), "3,4": (1072, 1440), "16,9": (1920, 1072), "9,16": (1072, 1920), }, "1024": {"1,1": (1024, 1024), "4,3": (1280, 1024), "3,4": (1024, 1280), "16,9": (1280, 768), "9,16": (768, 1280)}, "720": {"1,1": (960, 960), "4,3": (960, 704), "3,4": (704, 960), "16,9": (1280, 704), "9,16": (704, 1280)}, "512": {"1,1": (512, 512), "4,3": (640, 512), "3,4": (512, 640), "16,9": (640, 384), "9,16": (384, 640)}, "480": {"1,1": (480, 480), "4,3": (640, 480), "3,4": (480, 640), "16,9": (768, 432), "9,16": (432, 768)}, # 720, 1280 is Wan2.1 specs "480p": {"1,1": (640, 640), "4,3": (640, 480), "3,4": (480, 640), "16,9": (832, 480), "9,16": (480, 832)}, "720p": {"1,1": (960, 960), "4,3": (960, 720), "3,4": (720, 960), "16,9": (1280, 720), "9,16": (720, 1280)}, "720robocasa": {"1,1": (720, 720), "4,3": (960, 720), "3,4": (720, 960), "16,9": (1280, 720), "9,16": (720, 1280)}, "256": { "1,1": (256, 256), "4,3": (320, 256), "3,4": (256, 320), "16,9": (320, 192), "9,16": (192, 320), }, } def get_aspect_ratios_from_wdinfos(wdinfos: list[str]) -> list[str]: aspect_ratios = [] for wdinfo in wdinfos: aspect_ratio_match = re.search(r"aspect_ratio_(\d+_\d+)", wdinfo) aspect_ratios.append(aspect_ratio_match.group(1)) return aspect_ratios def get_wdinfos_w_aspect_ratio(wdinfos: list[str]) -> List[Tuple[str, str]]: aspect_ratios = get_aspect_ratios_from_wdinfos(wdinfos) # return a list of (wdinfo_path, aspect_ratio) pairs return [(wdinfo, aspect_ratio.replace("_", ",")) for wdinfo, aspect_ratio in zip(wdinfos, aspect_ratios)]