From 323a077b17923c5714b46c981aa8b0257231ab6c Mon Sep 17 00:00:00 2001 From: "yian.zyf" Date: Sun, 4 Jan 2026 15:58:55 +0800 Subject: [PATCH 1/4] feat: add video calibration (droidcalib) mapper and demos --- data_juicer/core/data/ray_dataset.py | 1 - data_juicer/ops/mapper/__init__.py | 2 + .../ops/mapper/video_calibration_mapper.py | 336 ++++++++++++++++++ demos/video_calibration/data/demo.jsonl | 3 + demos/video_calibration/data/test_video.mp4 | Bin 0 -> 19974 bytes demos/video_calibration/run_droidcalib.py | 40 +++ docs/Operators.md | 3 +- .../mapper/test_video_calibration_mapper.py | 78 ++++ 8 files changed, 461 insertions(+), 2 deletions(-) create mode 100644 data_juicer/ops/mapper/video_calibration_mapper.py create mode 100644 demos/video_calibration/data/demo.jsonl create mode 100644 demos/video_calibration/data/test_video.mp4 create mode 100644 demos/video_calibration/run_droidcalib.py create mode 100644 tests/ops/mapper/test_video_calibration_mapper.py diff --git a/data_juicer/core/data/ray_dataset.py b/data_juicer/core/data/ray_dataset.py index 8c8ab729e9..35bad02aa2 100644 --- a/data_juicer/core/data/ray_dataset.py +++ b/data_juicer/core/data/ray_dataset.py @@ -231,7 +231,6 @@ def process_batch_arrow(table: pyarrow.Table): # Restore original process method if tracer and should_trace_op(tracer, op._name) and original_process: op.process = original_process - elif isinstance(op, Filter): # Use cached_columns instead of self.data.columns() to avoid breaking pipeline if Fields.stats not in cached_columns: diff --git a/data_juicer/ops/mapper/__init__.py b/data_juicer/ops/mapper/__init__.py index 82d7d29c41..582079e9c8 100644 --- a/data_juicer/ops/mapper/__init__.py +++ b/data_juicer/ops/mapper/__init__.py @@ -82,6 +82,7 @@ from .text_chunk_mapper import TextChunkMapper from .text_tagging_by_prompt_mapper import TextTaggingByPromptMapper from .vggt_mapper import VggtMapper +from .video_calibration_mapper import VideoCalibrationMapper from .video_captioning_from_audio_mapper import VideoCaptioningFromAudioMapper from .video_captioning_from_frames_mapper import VideoCaptioningFromFramesMapper from .video_captioning_from_summarizer_mapper import VideoCaptioningFromSummarizerMapper @@ -183,6 +184,7 @@ "TextChunkMapper", "TextTaggingByPromptMapper", "VggtMapper", + "VideoCalibrationMapper", "VideoCaptioningFromAudioMapper", "VideoCaptioningFromFramesMapper", "VideoCaptioningFromSummarizerMapper", diff --git a/data_juicer/ops/mapper/video_calibration_mapper.py b/data_juicer/ops/mapper/video_calibration_mapper.py new file mode 100644 index 0000000000..82074e3561 --- /dev/null +++ b/data_juicer/ops/mapper/video_calibration_mapper.py @@ -0,0 +1,336 @@ +import argparse +import logging +import os +import subprocess +import sys +from typing import Optional + +import numpy as np + +from data_juicer.utils.cache_utils import DATA_JUICER_ASSETS_CACHE +from data_juicer.utils.constant import Fields +from data_juicer.utils.lazy_loader import LazyLoader + +from ..base_op import OPERATORS, Mapper + +logger = logging.getLogger(__name__) + +torch = LazyLoader("torch") +cv2 = LazyLoader("cv2", "opencv-python") + +OP_NAME = "video_calibration_mapper" + + +@OPERATORS.register_module(OP_NAME) +class VideoCalibrationMapper(Mapper): + """ + Extract camera intrinsics from videos using DroidCalib. + """ + + _accelerator = "cuda" + + def __init__( + self, + weights_path: Optional[str] = None, + image_size: list = [384, 512], + stride: int = 2, + max_frames: int = 300, + buffer: int = 1024, + beta: float = 0.3, + filter_thresh: float = 2.4, + warmup: int = 8, + keyframe_thresh: float = 4.0, + frontend_thresh: float = 16.0, + frontend_window: int = 25, + frontend_radius: int = 2, + frontend_nms: int = 1, + backend_thresh: float = 22.0, + backend_radius: int = 2, + backend_nms: int = 3, + upsample: bool = False, + disable_vis: bool = True, + verbose: bool = False, + *args, + **kwargs, + ): + """ + Initialization method. + + :param weights_path: Path to the model weights. + :param image_size: Target image size [height, width]. + :param stride: Frame stride. + :param max_frames: Maximum number of frames to process. + :param buffer: Buffer size for Droid. + :param beta: Weight for translation / rotation components of flow. + :param filter_thresh: Motion threshold before considering new keyframe. + :param warmup: Number of warmup frames. + :param keyframe_thresh: Threshold to create a new keyframe. + :param frontend_thresh: Add edges between frames within this distance. + :param frontend_window: Frontend optimization window. + :param frontend_radius: Force edges between frames within radius. + :param frontend_nms: Non-maximal suppression of edges. + :param backend_thresh: Backend threshold. + :param backend_radius: Backend radius. + :param backend_nms: Backend NMS. + :param upsample: Whether to upsample. + :param disable_vis: Whether to disable visualization. + """ + super().__init__(*args, **kwargs) + + self.verbose = verbose + self._deps_ready = False + + self.droid_calib_path = os.path.join(DATA_JUICER_ASSETS_CACHE, "DroidCalib") + + # Auto-download logic + if not os.path.exists(self.droid_calib_path): + if self.verbose: + print(f"Downloading DroidCalib to {self.droid_calib_path}...") + subprocess.run( + ["git", "clone", "https://github.com/boschresearch/DroidCalib.git", self.droid_calib_path], + check=True, + ) + + self.droid_slam_path = os.path.join(self.droid_calib_path, "droid_slam") + + # Dynamic path append (best-effort; also repeated at runtime in workers) + if os.path.exists(self.droid_slam_path) and self.droid_slam_path not in sys.path: + sys.path.append(self.droid_slam_path) + + self.weights_path = weights_path + if self.weights_path is None: + self.weights_path = os.path.join(self.droid_calib_path, "droidcalib.pth") + + self.image_size = image_size + self.stride = stride + self.max_frames = max_frames + + # Droid args + self.droid_args = argparse.Namespace() + self.droid_args.weights = self.weights_path + self.droid_args.buffer = buffer + self.droid_args.image_size = image_size + self.droid_args.beta = beta + self.droid_args.filter_thresh = filter_thresh + self.droid_args.warmup = warmup + self.droid_args.keyframe_thresh = keyframe_thresh + self.droid_args.frontend_thresh = frontend_thresh + self.droid_args.frontend_window = frontend_window + self.droid_args.frontend_radius = frontend_radius + self.droid_args.frontend_nms = frontend_nms + self.droid_args.backend_thresh = backend_thresh + self.droid_args.backend_radius = backend_radius + self.droid_args.backend_nms = backend_nms + self.droid_args.upsample = upsample + self.droid_args.disable_vis = disable_vis + self.droid_args.stereo = False + self.droid_args.camera_model = "pinhole" # Default to pinhole + self.droid_args.opt_intr = True + + def _ensure_droidcalib_ready(self) -> bool: + """Ensure DroidCalib is importable in the *current process*. + + This matters because `Dataset.map(num_proc>1)` may execute in child + processes where `sys.path` changes from `__init__` are not present. + """ + + if self._deps_ready: + return True + + if not os.path.exists(self.droid_calib_path): + # In normal flow this should have been cloned in __init__. + # If multiprocessing spawned before __init__ ran, try again. + try: + if self.verbose: + print(f"Downloading DroidCalib to {self.droid_calib_path}...") + subprocess.run( + ["git", "clone", "https://github.com/boschresearch/DroidCalib.git", self.droid_calib_path], + check=True, + ) + except Exception as e: + if self.verbose: + print(f"Warning: Failed to download DroidCalib: {e}") + return False + + # Ensure droid_slam is on sys.path in this process + self.droid_slam_path = os.path.join(self.droid_calib_path, "droid_slam") + if os.path.exists(self.droid_slam_path) and self.droid_slam_path not in sys.path: + sys.path.append(self.droid_slam_path) + + # Try import first + try: + # import droid # noqa: F401 + + self._deps_ready = True + return True + except Exception as e: + if self.verbose: + print(f"Warning: DroidCalib not importable yet: {e}. Trying to install extensions...") + + # Try to build/install extensions (idempotent in most cases) + try: + subprocess.run( + [sys.executable, "-m", "pip", "install", "-v", "."], + cwd=self.droid_calib_path, + check=True, + ) + except subprocess.CalledProcessError as e: + if self.verbose: + print( + "Warning: Failed to install DroidCalib extensions automatically. " + "This usually means missing CUDA toolkit / build toolchain. " + f"Error: {e}" + ) + return False + + # Try import again + try: + import droid # noqa: F401 + + self._deps_ready = True + return True + except Exception as e: + if self.verbose: + print(f"Warning: DroidCalib still not importable after install: {e}") + return False + + def _image_stream(self, video_path): + """ + Generator that yields (t, image, intrinsics, size_factor) + """ + cap = cv2.VideoCapture(video_path) + if not cap.isOpened(): + return + + # Initial calibration guess (center of image) + w0 = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH)) + h0 = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT)) + + # fx, fy, cx, cy + calib = np.array([(w0 + h0) / 2, (w0 + h0) / 2, w0 / 2, h0 / 2]) + fx, fy, cx, cy = calib + + ht, wd = self.image_size # Target size [h, w] + + t = 0 + frame_idx = 0 + + while cap.isOpened(): + ret, image = cap.read() + if not ret: + break + + if frame_idx % self.stride != 0: + frame_idx += 1 + continue + + if self.max_frames and t >= self.max_frames: + break + + h0, w0, _ = image.shape + + # Resize logic from demo.py + # h1 = int(h0 * np.sqrt((ht * wd) / (h0 * w0))) + # w1 = int(w0 * np.sqrt((ht * wd) / (h0 * w0))) + # Actually demo.py logic seems to try to maintain aspect ratio but target specific area? + # Let's stick to demo.py logic + ratio = np.sqrt((ht * wd) / (h0 * w0)) + h1 = int(h0 * ratio) + w1 = int(w0 * ratio) + + image = cv2.resize(image, (w1, h1)) + image = image[: h1 - h1 % 8, : w1 - w1 % 8] # Crop to be divisible by 8 + + image_tensor = torch.as_tensor(image).permute(2, 0, 1) + + intrinsics = torch.as_tensor([fx, fy, cx, cy]) + + # Adjust intrinsics for resize + h_final, w_final = image.shape[:2] + size_factor = [(w_final / w0), (h_final / h0)] + intrinsics[0::2] *= size_factor[0] + intrinsics[1::2] *= size_factor[1] + + yield t, image_tensor[None], intrinsics, size_factor + + t += 1 + frame_idx += 1 + + cap.release() + + def _process_video_file(self, video_path): + if not self._ensure_droidcalib_ready(): + return None + + try: + from droid import Droid + except Exception as e: + if self.verbose: + print(f"Warning: Failed to import Droid after ensuring deps: {e}") + return None + + if not os.path.exists(video_path): + return None + + # Let's create a generator + stream = self._image_stream(video_path) + + droid = None + sf = None # size factor + intr_est_list = None + + # try: + for i in range(1): + for t, image, intrinsics, size_factor in stream: + if droid is None: + # Update args with actual image size + self.droid_args.image_size = [image.shape[2], image.shape[3]] + droid = Droid(self.droid_args) + + droid.track(t, image, intrinsics=intrinsics) + sf = size_factor + + if droid is not None: + # Terminate and get results + # We need to pass the stream again for terminate? + # demo.py: droid.terminate(image_stream(...)) + # It seems terminate does a final BA pass using the stream? + # Let's recreate stream + stream_second_pass = self._image_stream(video_path) + traj_est, intr_est = droid.terminate(stream_second_pass) + + # Rescale intrinsics back to original resolution + if sf: + intr_est = intr_est.copy() + intr_est[0:4:2] /= sf[0] + intr_est[1:4:2] /= sf[1] + + intr_est_list = intr_est.tolist() + + # except Exception as e: + # # Log error or just skip + # print(f"Error processing video {video_path}: {e}") + # finally: + # Cleanup + if droid: + del droid + torch.cuda.empty_cache() + + return intr_est_list + + def process_single(self, sample, rank=None): + video_paths = sample[self.video_key] + if isinstance(video_paths, str): + video_paths = [video_paths] + + intrinsics_results = [] + for video_path in video_paths: + res = self._process_video_file(video_path) + intrinsics_results.append(res) + + if Fields.meta not in sample: + sample[Fields.meta] = {} + + sample[Fields.meta]["camera_intrinsics"] = intrinsics_results + + return sample diff --git a/demos/video_calibration/data/demo.jsonl b/demos/video_calibration/data/demo.jsonl new file mode 100644 index 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zjR*%NBfsEq@b)VtfgVQtMfyT-7y1SWKn+9a`}5B}8;Dtu+g0SgdH%k^VMqy_b_V!@ zw`zSzJa8SdO0dH>*bi=lrU(OeYy$s|(m9F&T|JNl<>_HrdRu|0Y_(wL z)*+o1 Date: Tue, 6 Jan 2026 11:00:13 +0800 Subject: [PATCH 2/4] feat: add video split by frame mapper --- data_juicer/ops/mapper/__init__.py | 2 + .../ops/mapper/video_split_by_frame_mapper.py | 290 ++++++++++++++++++ demos/video_split_by_frame/data/demo.jsonl | 1 + .../video_split_by_frame/data/dummy_video.mp4 | Bin 0 -> 438599 bytes demos/video_split_by_frame/run_video_split.py | 38 +++ docs/Operators.md | 1 + .../test_video_split_by_frame_mapper.py | 136 ++++++++ 7 files changed, 468 insertions(+) create mode 100644 data_juicer/ops/mapper/video_split_by_frame_mapper.py create mode 100644 demos/video_split_by_frame/data/demo.jsonl create mode 100644 demos/video_split_by_frame/data/dummy_video.mp4 create mode 100644 demos/video_split_by_frame/run_video_split.py create mode 100644 tests/ops/mapper/test_video_split_by_frame_mapper.py diff --git a/data_juicer/ops/mapper/__init__.py b/data_juicer/ops/mapper/__init__.py index 582079e9c8..ac4d031d45 100644 --- a/data_juicer/ops/mapper/__init__.py +++ b/data_juicer/ops/mapper/__init__.py @@ -98,6 +98,7 @@ from .video_resize_aspect_ratio_mapper import VideoResizeAspectRatioMapper from .video_resize_resolution_mapper import VideoResizeResolutionMapper from .video_split_by_duration_mapper import VideoSplitByDurationMapper +from .video_split_by_frame_mapper import VideoSplitByFrameMapper from .video_split_by_key_frame_mapper import VideoSplitByKeyFrameMapper from .video_split_by_scene_mapper import VideoSplitBySceneMapper from .video_tagging_from_audio_mapper import VideoTaggingFromAudioMapper @@ -200,6 +201,7 @@ "VideoResizeAspectRatioMapper", "VideoResizeResolutionMapper", "VideoSplitByDurationMapper", + "VideoSplitByFrameMapper", "VideoSplitByKeyFrameMapper", "VideoSplitBySceneMapper", "VideoTaggingFromAudioMapper", diff --git a/data_juicer/ops/mapper/video_split_by_frame_mapper.py b/data_juicer/ops/mapper/video_split_by_frame_mapper.py new file mode 100644 index 0000000000..f862cbaf7f --- /dev/null +++ b/data_juicer/ops/mapper/video_split_by_frame_mapper.py @@ -0,0 +1,290 @@ +import copy +import math +import os +import re +import subprocess +from typing import Optional + +from data_juicer.utils.constant import Fields +from data_juicer.utils.file_utils import add_suffix_to_filename +from data_juicer.utils.lazy_loader import LazyLoader +from data_juicer.utils.mm_utils import SpecialTokens + +from ..base_op import OPERATORS, Mapper +from ..op_fusion import LOADED_VIDEOS + +cv2 = LazyLoader("cv2") + + +def create_replacer(replacements): + def replacer(match): + return replacements.pop(0) + + return replacer + + +OP_NAME = "video_split_by_frame_mapper" + + +@OPERATORS.register_module(OP_NAME) +@LOADED_VIDEOS.register_module(OP_NAME) +class VideoSplitByFrameMapper(Mapper): + """Splits videos into segments based on a specified frame count or duration. + + This operator splits each video in the dataset into smaller segments, each with a fixed + frame count (or duration). It supports overlapping segments. The original sample can be + kept or removed based on the `keep_original_sample` parameter. The generated video files + are saved in the specified directory or, if not provided, in the same directory as the + input files. + + - Splits videos into segments of a specified frame count or duration. + - Supports overlapping segments. + - Keeps or removes the original sample based on the `keep_original_sample` parameter. + - Saves the generated video files in the specified directory or the input file's + directory. + """ + + _batched_op = True + + def __init__( + self, + split_len: float = 10, + overlap_len: float = 0, + unit: str = "frame", + keep_original_sample: bool = True, + save_dir: Optional[str] = None, + ffmpeg_extra_args: str = "", + *args, + **kwargs, + ): + """ + Initialization method. + + :param split_len: length of each video split. Can be frame count (int) or duration in seconds (float). + :param overlap_len: overlap length between adjacent splits. Can be frame count (int) or duration in seconds (float). + :param unit: unit of split_len and overlap_len. Can be 'frame' or 'second'. Default is 'frame'. + :param keep_original_sample: whether to keep the original sample. If + it's set to False, there will be only cut sample in the + final datasets and the original sample will be removed. It's True + in default. + :param save_dir: The directory where generated video files will be stored. + If not specified, outputs will be saved in the same directory as their corresponding input files. + This path can alternatively be defined by setting the `DJ_PRODUCED_DATA_DIR` environment variable. + :param ffmpeg_extra_args: Extra ffmpeg args for splitting video. + :param args: extra args + :param kwargs: extra args + """ + super().__init__(*args, **kwargs) + self._init_parameters = self.remove_extra_parameters(locals()) + self._init_parameters.pop("save_dir", None) + + self.split_len = split_len + self.overlap_len = overlap_len + self.unit = unit + if self.unit not in ["frame", "second"]: + raise ValueError(f"Unit must be 'frame' or 'second', but got {self.unit}") + + self.keep_original_sample = keep_original_sample + self.save_dir = save_dir + self.ffmpeg_extra_args = ffmpeg_extra_args + + def split_videos_by_frame(self, video_key): + # 1. Get video metadata using OpenCV + cap = cv2.VideoCapture(video_key) + if not cap.isOpened(): + # If video cannot be opened, return empty list (or maybe original key?) + # Following other mappers, we might skip or return empty. + return [] + + total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT)) + fps = cap.get(cv2.CAP_PROP_FPS) + cap.release() + + if fps <= 0 or total_frames <= 0: + return [] + + # Convert seconds to frames if unit is 'second' + if self.unit == "second": + clip_len_frames = int(self.split_len * fps) + overlap_len_frames = int(self.overlap_len * fps) + else: + clip_len_frames = int(self.split_len) + overlap_len_frames = int(self.overlap_len) + + if clip_len_frames <= 0: + return [] + + # Calculate number of parts + # We want to cover the whole video. + # If overlap is 0: num_parts = ceil(total / clip) + # If overlap > 0: stride = clip - overlap. + # We start at 0, stride, 2*stride... + # Last start point must be such that start + clip <= total (if we don't want partials at end?) + # The user's code: + # num_parts = math.ceil(total_frames / clip_len) -> This logic in user code seems to assume 0 overlap for count calculation? + # Wait, user code: + # num_parts = math.ceil(total_frames / clip_len) + # for part_idx in range(num_parts): + # start_frame = part_idx * clip_len + # frames_to_extract = clip_len + overlap_len + # This logic implies the "stride" is `clip_len`. And `overlap_len` is EXTRA frames added to the end. + # So it's not "sliding window with overlap" in the traditional sense (where stride = window - overlap). + # It is "consecutive chunks + extra overlap at the end". + # Let's stick to the user's logic as requested: "split_video_for_vitra" logic. + # User code: + # num_parts = math.ceil(total_frames / clip_len) + # start_frame = part_idx * clip_len + # frames_to_extract = clip_len + overlap_len + + # However, if I use `split_len` as the "stride" and `overlap_len` as the overlap... + # The user's variable is `CLIP_LEN` and `OVERLAP`. + # `num_parts = math.ceil(total_frames / CLIP_LEN)` + # `start_frame = part_idx * CLIP_LEN` + # `frames_to_extract = CLIP_LEN + OVERLAP` + # This means the actual duration of the output video is `CLIP_LEN + OVERLAP`. + # And the next video starts at `CLIP_LEN`. + # So the overlap is indeed `OVERLAP`. + # Example: Clip=100, Overlap=20. + # Part 0: Start 0, Len 120. (0-120) + # Part 1: Start 100, Len 120. (100-220) + # Overlap is 20 frames (100-120). + # Yes, this matches "stride = split_len". + + stride = clip_len_frames + extra_overlap = overlap_len_frames + + num_parts = math.ceil(total_frames / stride) + + split_video_keys = [] + # transfer_filename can be imported from data_juicer.utils.file_utils if needed + # unique_video_key = transfer_filename(video_key, OP_NAME, self.save_dir, **self._init_parameters) + + if self.save_dir is not None: + output_dir = self.save_dir + else: + output_dir = os.path.dirname(video_key) + + unique_video_key = os.path.join(output_dir, os.path.basename(video_key)) + + for part_idx in range(num_parts): + start_frame = part_idx * stride + frames_to_extract = stride + extra_overlap + + # Boundary check + if start_frame + frames_to_extract > total_frames: + frames_to_extract = total_frames - start_frame + + # If the remaining frames are too few (e.g. less than a threshold?), user code doesn't check. + # But user code does: if start_frame + frames_to_extract > total_frames: frames_to_extract = ... + # And if frames_to_extract <= 0? (Should not happen if loop is correct) + + start_time = start_frame / fps + + output_path = add_suffix_to_filename(unique_video_key, f"_part{part_idx + 1}") + + # Construct FFmpeg command + # -y: overwrite + # -ss: start time + # -i: input + # -frames:v: frames to extract + # -c:v libx264 ... + # -an: remove audio (User code has -an. Should I keep it? Maybe make it optional? User code says "VITRA seems to only focus on visual". I'll keep it for now or make it configurable via ffmpeg_extra_args. But user asked to imitate the code.) + # I will include -an by default if it's in the user code, but maybe it's better to let ffmpeg_extra_args handle encoding options. + # User code: "-c:v", "libx264", "-preset", "fast", "-crf", "22", "-an" + + cmd = [ + "ffmpeg", + "-y", + "-ss", + f"{start_time:.4f}", + "-i", + video_key, + "-frames:v", + str(frames_to_extract), + ] + + # Default encoding args from user code + # We can allow overriding via ffmpeg_extra_args + if self.ffmpeg_extra_args: + import shlex + + cmd.extend(shlex.split(self.ffmpeg_extra_args)) + else: + # Default to user's sample logic if no args provided + cmd.extend(["-c:v", "libx264", "-preset", "fast", "-crf", "22", "-an"]) + + cmd.extend(["-loglevel", "error", output_path]) + + try: + os.makedirs(os.path.dirname(output_path), exist_ok=True) + subprocess.run(cmd, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE) + split_video_keys.append(output_path) + except subprocess.CalledProcessError: + # If failed, maybe skip? + continue + + return split_video_keys + + def _process_single_sample(self, sample): + # there is no video in this sample + if self.video_key not in sample or sample[self.video_key] is None or len(sample[self.video_key]) == 0: + sample[Fields.source_file] = [] + return [] + + if Fields.source_file not in sample or not sample[Fields.source_file]: + sample[Fields.source_file] = sample[self.video_key] + + # the split results + split_sample = copy.deepcopy(sample) + split_sample[self.text_key] = "" + split_sample[Fields.source_file] = [] + + # load all video(s) + loaded_video_keys = sample[self.video_key] + + # We don't need to pre-load video objects like in DurationMapper because we use cv2/ffmpeg per file. + + split_video_keys = [] + offset = 0 + # split each video chunk by chunk + for chunk in sample[self.text_key].split(SpecialTokens.eoc): + # skip empty chunks or contents after the last eoc token + if not chunk.strip(): + continue + else: + video_count = chunk.count(SpecialTokens.video) + place_holders = [] + for video_key in loaded_video_keys[offset : offset + video_count]: + new_video_keys = self.split_videos_by_frame(video_key) + split_video_keys.extend(new_video_keys) + place_holders.append(SpecialTokens.video * len(new_video_keys)) + split_sample[Fields.source_file].extend([video_key] * len(new_video_keys)) + + # insert the generated text according to given mode + replacer_function = create_replacer(place_holders) + new_split_text_per_chunk = re.sub(SpecialTokens.video, replacer_function, chunk) + split_sample[self.text_key] += f"{new_split_text_per_chunk}{SpecialTokens.eoc}" # noqa: E501 + offset += video_count + + split_sample[self.video_key] = split_video_keys + return [split_sample] + + def process_batched(self, samples): + # reconstruct samples from "dict of lists" to "list of dicts" + reconstructed_samples = [] + for i in range(len(samples[self.text_key])): + reconstructed_samples.append({key: samples[key][i] for key in samples}) + samples_after_split = [] + # do split for each sample within the batch + for ori_sample in reconstructed_samples: + if self.keep_original_sample: + samples_after_split.append(ori_sample) + generated_samples = self._process_single_sample(ori_sample) + if len(generated_samples) != 0: + samples_after_split.extend(generated_samples) + # reconstruct samples from "list of dicts" to "dict of lists" + keys = samples_after_split[0].keys() + res_samples = {} + for key in keys: + res_samples[key] = [s[key] for s in samples_after_split] + return res_samples diff --git a/demos/video_split_by_frame/data/demo.jsonl b/demos/video_split_by_frame/data/demo.jsonl new file mode 100644 index 0000000000..ec7f5459ee --- /dev/null +++ b/demos/video_split_by_frame/data/demo.jsonl @@ -0,0 +1 @@ +{"videos": ["demos/video_split_by_frame/data/dummy_video.mp4"], "text": "<__dj__video> A dummy video for split test. <|__dj__eoc|>"} diff --git a/demos/video_split_by_frame/data/dummy_video.mp4 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HcmV?d00001 diff --git a/demos/video_split_by_frame/run_video_split.py b/demos/video_split_by_frame/run_video_split.py new file mode 100644 index 0000000000..ac0e92d187 --- /dev/null +++ b/demos/video_split_by_frame/run_video_split.py @@ -0,0 +1,38 @@ +import os +import sys + +from data_juicer.core.data import NestedDataset as Dataset +from data_juicer.ops.mapper.video_split_by_frame_mapper import VideoSplitByFrameMapper + +def main(): + # 1. Setup paths + data_path = 'demos/video_split_by_frame/data/demo.jsonl' + output_dir = 'demos/video_split_by_frame/output' + + if not os.path.exists(data_path): + raise FileNotFoundError(f"Data file not found at {data_path}.") + + # 2. Load Dataset + ds = Dataset.from_json(data_path) + print(f"Dataset loaded with {len(ds)} samples.") + + # 3. Initialize Operator + op = VideoSplitByFrameMapper( + split_len=50, + overlap_len=10, + unit='frame', + keep_original_sample=False, + save_dir=output_dir + ) + + # 4. Process Dataset + # Since VideoSplitByFrameMapper is a batched operator, we must set batched=True + ds = ds.map(op.process, batched=True) + + # 5. Write Results + os.makedirs(output_dir, exist_ok=True) + ds.to_json(os.path.join(output_dir, 'result.jsonl'), force_ascii=False) + print(f"Results written to {output_dir}") + +if __name__ == '__main__': + main() diff --git a/docs/Operators.md b/docs/Operators.md index a9a556f39a..f99f2706f6 100644 --- a/docs/Operators.md +++ b/docs/Operators.md @@ -273,6 +273,7 @@ All the specific operators are listed below, each featured with several capabili | video_resize_aspect_ratio_mapper | 🎬Video 💻CPU 🟢Stable | Resizes videos to fit within a specified aspect ratio range. 调整视频大小以适应指定的宽高比范围。 | [info](operators/mapper/video_resize_aspect_ratio_mapper.md) | - | | video_resize_resolution_mapper | 🎬Video 💻CPU 🟢Stable | Resizes video resolution based on specified width and height constraints. 根据指定的宽度和高度限制调整视频分辨率。 | [info](operators/mapper/video_resize_resolution_mapper.md) | - | | video_split_by_duration_mapper | 🔮Multimodal 💻CPU 🟢Stable | Splits videos into segments based on a specified duration. 根据指定的持续时间将视频拆分为多个片段。 | [info](operators/mapper/video_split_by_duration_mapper.md) | - | +| video_split_by_frame_mapper | 🔮Multimodal 💻CPU 🟡Beta | Splits videos into segments based on a specified frame count or duration. 根据指定的帧数或持续时间将视频拆分为段。 | - | - | | video_split_by_key_frame_mapper | 🔮Multimodal 💻CPU 🟢Stable | Splits a video into segments based on key frames. 根据关键帧将视频分割为多个片段。 | [info](operators/mapper/video_split_by_key_frame_mapper.md) | - | | video_split_by_scene_mapper | 🔮Multimodal 💻CPU 🟢Stable | Splits videos into scene clips based on detected scene changes. 根据检测到的场景变化将视频拆分为场景剪辑。 | [info](operators/mapper/video_split_by_scene_mapper.md) | - | | video_tagging_from_audio_mapper | 🎬Video 🚀GPU 🧩HF 🟢Stable | Generates video tags from audio streams using the Audio Spectrogram Transformer. 使用音频频谱图转换器从音频流生成视频标签。 | [info](operators/mapper/video_tagging_from_audio_mapper.md) | - | diff --git a/tests/ops/mapper/test_video_split_by_frame_mapper.py b/tests/ops/mapper/test_video_split_by_frame_mapper.py new file mode 100644 index 0000000000..be61696e7c --- /dev/null +++ b/tests/ops/mapper/test_video_split_by_frame_mapper.py @@ -0,0 +1,136 @@ +import os +import unittest +import cv2 +import math + +from data_juicer.core.data import NestedDataset as Dataset +from data_juicer.ops.mapper.video_split_by_frame_mapper import VideoSplitByFrameMapper +from data_juicer.utils.mm_utils import SpecialTokens +from data_juicer.utils.unittest_utils import DataJuicerTestCaseBase + +class VideoSplitByFrameMapperTest(DataJuicerTestCaseBase): + + data_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), '..', 'data') + vid1_path = os.path.join(data_path, 'video1.mp4') + vid2_path = os.path.join(data_path, 'video2.mp4') + vid3_path = os.path.join(data_path, 'video3.mp4') + + def _get_res_list(self, dataset, source_list): + res_list = [] + origin_paths = [self.vid1_path, self.vid2_path, self.vid3_path] + idx = 0 + for sample in dataset.to_list(): + output_paths = sample['videos'] + + # for keep_original_sample=True + if set(output_paths) <= set(origin_paths): + res_list.append({ + 'text': sample['text'], + 'videos': sample['videos'] + }) + continue + + source = source_list[idx] + idx += 1 + + output_file_names = [ + os.path.splitext(os.path.basename(p))[0] for p in output_paths + ] + split_frames_nums = [] + for origin_path in source['videos']: + origin_file_name = os.path.splitext( + os.path.basename(origin_path))[0] + cnt = 0 + for output_file_name in output_file_names: + if origin_file_name in output_file_name: + cnt += 1 + split_frames_nums.append(cnt) + + res_list.append({ + 'text': sample['text'], + 'split_frames_num': split_frames_nums + }) + + return res_list + + def _run_video_split_by_frame_mapper(self, + op, + source_list, + target_list, + num_proc=1): + dataset = Dataset.from_list(source_list) + dataset = dataset.map(op.process, num_proc=num_proc) + res_list = self._get_res_list(dataset, source_list) + self.assertEqual(res_list, target_list) + + def _get_frame_count(self, video_path): + cap = cv2.VideoCapture(video_path) + count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT)) + cap.release() + return count + + def test_split_by_frame(self): + # Calculate expected splits + # video1 + frames1 = self._get_frame_count(self.vid1_path) + split_len = 100 + overlap_len = 0 + expected_splits1 = math.ceil(frames1 / split_len) + + # video2 + frames2 = self._get_frame_count(self.vid2_path) + expected_splits2 = math.ceil(frames2 / split_len) + + # video3 + frames3 = self._get_frame_count(self.vid3_path) + expected_splits3 = math.ceil(frames3 / split_len) + + ds_list = [{ + 'text': f'{SpecialTokens.video} video1', + 'videos': [self.vid1_path] + }, { + 'text': f'{SpecialTokens.video} video2 {SpecialTokens.eoc}', + 'videos': [self.vid2_path] + }, { + 'text': f'{SpecialTokens.video} video3 {SpecialTokens.eoc}', + 'videos': [self.vid3_path] + }] + + tgt_list = [{ + 'text': f'{SpecialTokens.video * expected_splits1} video1{SpecialTokens.eoc}', + 'split_frames_num': [expected_splits1] + }, { + 'text': f'{SpecialTokens.video * expected_splits2} video2 {SpecialTokens.eoc}', + 'split_frames_num': [expected_splits2] + }, { + 'text': f'{SpecialTokens.video * expected_splits3} video3 {SpecialTokens.eoc}', + 'split_frames_num': [expected_splits3] + }] + + op = VideoSplitByFrameMapper(split_len=split_len, overlap_len=overlap_len, unit='frame', keep_original_sample=False) + self._run_video_split_by_frame_mapper(op, ds_list, tgt_list) + + def test_split_by_frame_with_overlap(self): + # video1 + frames1 = self._get_frame_count(self.vid1_path) + split_len = 50 + overlap_len = 10 + # stride = 50 + # num_parts = ceil(frames1 / 50) + expected_splits1 = math.ceil(frames1 / split_len) + + ds_list = [{ + 'text': f'{SpecialTokens.video} video1', + 'videos': [self.vid1_path] + }] + + tgt_list = [{ + 'text': f'{SpecialTokens.video * expected_splits1} video1{SpecialTokens.eoc}', + 'split_frames_num': [expected_splits1] + }] + + op = VideoSplitByFrameMapper(split_len=split_len, overlap_len=overlap_len, unit='frame', keep_original_sample=False) + self._run_video_split_by_frame_mapper(op, ds_list, tgt_list) + +if __name__ == '__main__': + unittest.main() From e11723a31eb5463c00c2266d40d3848e52937f5e Mon Sep 17 00:00:00 2001 From: 1van2ha0 <3041751353@qq.com> Date: Sun, 1 Feb 2026 20:35:51 +0800 Subject: [PATCH 3/4] fix: add install_droidcalib.sh for droidcalib --- .../ops/mapper/video_calibration_mapper.py | 60 +++---------------- demos/video_calibration/install_droidcalib.sh | 31 ++++++++++ docs/Operators.md | 12 ++-- 3 files changed, 43 insertions(+), 60 deletions(-) create mode 100644 demos/video_calibration/install_droidcalib.sh diff --git a/data_juicer/ops/mapper/video_calibration_mapper.py b/data_juicer/ops/mapper/video_calibration_mapper.py index 82074e3561..ca3b5767e3 100644 --- a/data_juicer/ops/mapper/video_calibration_mapper.py +++ b/data_juicer/ops/mapper/video_calibration_mapper.py @@ -1,7 +1,6 @@ import argparse import logging import os -import subprocess import sys from typing import Optional @@ -25,6 +24,10 @@ class VideoCalibrationMapper(Mapper): """ Extract camera intrinsics from videos using DroidCalib. + + **Notice**: This operator will download the DroidCalib component from + GitHub at runtime. This component follows the AGPL-3.0 license, please + be aware for commercial use. """ _accelerator = "cuda" @@ -81,16 +84,6 @@ def __init__( self._deps_ready = False self.droid_calib_path = os.path.join(DATA_JUICER_ASSETS_CACHE, "DroidCalib") - - # Auto-download logic - if not os.path.exists(self.droid_calib_path): - if self.verbose: - print(f"Downloading DroidCalib to {self.droid_calib_path}...") - subprocess.run( - ["git", "clone", "https://github.com/boschresearch/DroidCalib.git", self.droid_calib_path], - check=True, - ) - self.droid_slam_path = os.path.join(self.droid_calib_path, "droid_slam") # Dynamic path append (best-effort; also repeated at runtime in workers) @@ -137,21 +130,6 @@ def _ensure_droidcalib_ready(self) -> bool: if self._deps_ready: return True - if not os.path.exists(self.droid_calib_path): - # In normal flow this should have been cloned in __init__. - # If multiprocessing spawned before __init__ ran, try again. - try: - if self.verbose: - print(f"Downloading DroidCalib to {self.droid_calib_path}...") - subprocess.run( - ["git", "clone", "https://github.com/boschresearch/DroidCalib.git", self.droid_calib_path], - check=True, - ) - except Exception as e: - if self.verbose: - print(f"Warning: Failed to download DroidCalib: {e}") - return False - # Ensure droid_slam is on sys.path in this process self.droid_slam_path = os.path.join(self.droid_calib_path, "droid_slam") if os.path.exists(self.droid_slam_path) and self.droid_slam_path not in sys.path: @@ -159,41 +137,19 @@ def _ensure_droidcalib_ready(self) -> bool: # Try import first try: - # import droid # noqa: F401 + import droid # noqa: F401 self._deps_ready = True return True except Exception as e: - if self.verbose: - print(f"Warning: DroidCalib not importable yet: {e}. Trying to install extensions...") - - # Try to build/install extensions (idempotent in most cases) - try: - subprocess.run( - [sys.executable, "-m", "pip", "install", "-v", "."], - cwd=self.droid_calib_path, - check=True, - ) - except subprocess.CalledProcessError as e: if self.verbose: print( - "Warning: Failed to install DroidCalib extensions automatically. " - "This usually means missing CUDA toolkit / build toolchain. " - f"Error: {e}" + f"Warning: DroidCalib not importable: {e}. " + "Please run the installation script `demos/video_calibration/install_droidcalib.sh` " + "to install the required dependencies." ) return False - # Try import again - try: - import droid # noqa: F401 - - self._deps_ready = True - return True - except Exception as e: - if self.verbose: - print(f"Warning: DroidCalib still not importable after install: {e}") - return False - def _image_stream(self, video_path): """ Generator that yields (t, image, intrinsics, size_factor) diff --git a/demos/video_calibration/install_droidcalib.sh b/demos/video_calibration/install_droidcalib.sh new file mode 100644 index 0000000000..74d040d5cf --- /dev/null +++ b/demos/video_calibration/install_droidcalib.sh @@ -0,0 +1,31 @@ +#!/bin/bash + +# Get the cache directory from data_juicer +CACHE_DIR=$(python -c "from data_juicer.utils.cache_utils import DATA_JUICER_ASSETS_CACHE; print(DATA_JUICER_ASSETS_CACHE)") +DROID_CALIB_PATH="$CACHE_DIR/DroidCalib" + +echo "Target installation path: $DROID_CALIB_PATH" + +# Create cache directory if it doesn't exist +mkdir -p "$CACHE_DIR" + +# Clone DroidCalib if it doesn't exist +if [ ! -d "$DROID_CALIB_PATH" ]; then + echo "Cloning DroidCalib..." + git clone https://github.com/1van2ha0/DroidCalib.git "$DROID_CALIB_PATH" +else + echo "DroidCalib repo already exists at $DROID_CALIB_PATH" +fi + +cd "$DROID_CALIB_PATH" || exit + +# Clean up existing egg-info to avoid "Multiple .egg-info directories found" error +if ls *.egg-info 1> /dev/null 2>&1; then + echo "Cleaning up existing egg-info..." + rm -rf *.egg-info +fi + +echo "Installing DroidCalib..." +python setup.py install + +echo "Installation complete." diff --git a/docs/Operators.md b/docs/Operators.md index f99f2706f6..8c1fc9a91a 100644 --- a/docs/Operators.md +++ b/docs/Operators.md @@ -43,10 +43,10 @@ Data-Juicer 中的算子分为以下 8 种类型。 |------|:------:|-------------| | [aggregator](#aggregator) | 4 | Aggregate for batched samples, such as summary or conclusion. 对批量样本进行汇总,如得出总结或结论。 | | [deduplicator](#deduplicator) | 10 | Detects and removes duplicate samples. 识别、删除重复样本。 | -| [filter](#filter) | 56 | Filters out low-quality samples. 过滤低质量样本。 | +| [filter](#filter) | 54 | Filters out low-quality samples. 过滤低质量样本。 | | [formatter](#formatter) | 8 | Discovers, loads, and canonicalizes source data. 发现、加载、规范化原始数据。 | | [grouper](#grouper) | 3 | Group samples to batched samples. 将样本分组,每一组组成一个批量样本。 | -| [mapper](#mapper) | 100 | Edits and transforms samples. 对数据样本进行编辑和转换。 | +| [mapper](#mapper) | 98 | Edits and transforms samples. 对数据样本进行编辑和转换。 | | [pipeline](#pipeline) | 3 | Applies dataset-level processing; both input and output are datasets. 执行数据集级别的操作,输入和输出均为完整数据集。 | | [selector](#selector) | 5 | Selects top samples based on ranking. 基于排序选取高质量样本。 | @@ -114,7 +114,6 @@ All the specific operators are listed below, each featured with several capabili | image_pair_similarity_filter | 🏞Image 🚀GPU 🧩HF 🟢Stable | Filter to keep image pairs with similarities between images within a specific range. 过滤器将图像之间具有相似性的图像对保持在特定范围内。 | [info](operators/filter/image_pair_similarity_filter.md) | - | | image_shape_filter | 🏞Image 💻CPU 🟢Stable | Filter to keep samples with image shape (width, height) within specific ranges. 过滤器,以保持样本的图像形状 (宽度,高度) 在特定的范围内。 | [info](operators/filter/image_shape_filter.md) | - | | image_size_filter | 🏞Image 💻CPU 🟢Stable | Keep data samples whose image size (in Bytes/KB/MB/...) is within a specific range. 保留图像大小 (以字节/KB/MB/... 为单位) 在特定范围内的数据样本。 | [info](operators/filter/image_size_filter.md) | - | -| image_subplot_filter | 🏞Image 💻CPU 🟡Beta | Filter to detect and remove samples with images containing subplots. 过滤器来检测和删除包含子图的图像样本。 | [info](operators/filter/image_subplot_filter.md) | - | | image_text_matching_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples with image-text matching scores within a specific range. 过滤器将图像文本匹配分数的样本保持在特定范围内。 | [info](operators/filter/image_text_matching_filter.md) | - | | image_text_similarity_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples with image-text similarity within a specified range. 过滤器将具有图像-文本相似性的样本保持在指定范围内。 | [info](operators/filter/image_text_similarity_filter.md) | - | | image_watermark_filter | 🏞Image 🚀GPU 🧩HF 🟢Stable | Filter to keep samples whose images have no watermark with high probability. 过滤器以保持其图像没有水印的样本具有高概率。 | [info](operators/filter/image_watermark_filter.md) | - | @@ -144,8 +143,7 @@ All the specific operators are listed below, each featured with several capabili | video_aspect_ratio_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video aspect ratio within a specific range. 过滤器将视频纵横比的样本保持在特定范围内。 | [info](operators/filter/video_aspect_ratio_filter.md) | - | | video_duration_filter | 🎬Video 💻CPU 🟢Stable | Keep data samples whose videos' durations are within a specified range. 保留视频持续时间在指定范围内的数据样本。 | [info](operators/filter/video_duration_filter.md) | - | | video_frames_text_similarity_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples based on the similarity between video frame images and text within a specific range. 根据视频帧图像和文本之间的相似性进行过滤,以保持样本在特定范围内。 | [info](operators/filter/video_frames_text_similarity_filter.md) | - | -| video_motion_score_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video motion scores from OpenCV within a specific range. 过滤器将来自OpenCV的视频运动分数的样本保持在特定范围内。 | [info](operators/filter/video_motion_score_filter.md) | - | -| video_motion_score_ptlflow_filter | 🎬Video 🚀GPU 🟡Beta | Filter to keep samples with video motion scores from ptlflow within a specified range. 过滤器以将来自ptlflow的具有视频运动分数的样本保持在指定范围内。 | - | - | +| video_motion_score_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video motion scores within a specific range. 过滤器将视频运动分数的样本保持在特定范围内。 | [info](operators/filter/video_motion_score_filter.md) | - | | video_motion_score_raft_filter | 🎬Video 🚀GPU 🟢Stable | Filter to keep samples with video motion scores within a specified range. 过滤器将视频运动分数的样本保持在指定范围内。 | [info](operators/filter/video_motion_score_raft_filter.md) | [RAFT](https://arxiv.org/abs/2003.12039) | | video_nsfw_filter | 🎬Video 🚀GPU 🧩HF 🟢Stable | Filter to keep samples whose videos have nsfw scores in a specified range. 过滤器以保留其视频的nsfw分数在指定范围内的样本。 | [info](operators/filter/video_nsfw_filter.md) | - | | video_ocr_area_ratio_filter | 🎬Video 🚀GPU 🟢Stable | Keep data samples whose detected text area ratios for specified frames in the video are within a specified range. 保留检测到的视频中指定帧的文本面积比率在指定范围内的数据样本。 | [info](operators/filter/video_ocr_area_ratio_filter.md) | - | @@ -249,15 +247,13 @@ All the specific operators are listed below, each featured with several capabili | remove_table_text_mapper | 🔤Text 💻CPU 🟢Stable | Mapper to remove table texts from text samples. 映射器从文本样本中删除表文本。 | [info](operators/mapper/remove_table_text_mapper.md) | - | | remove_words_with_incorrect_substrings_mapper | 🔤Text 💻CPU 🟢Stable | Mapper to remove words containing specified incorrect substrings. 映射程序删除包含指定的不正确子字符串的单词。 | [info](operators/mapper/remove_words_with_incorrect_substrings_mapper.md) | - | | replace_content_mapper | 🔤Text 💻CPU 🟢Stable | Replaces content in the text that matches a specific regular expression pattern with a designated replacement string. 用指定的替换字符串替换与特定正则表达式模式匹配的文本中的内容。 | [info](operators/mapper/replace_content_mapper.md) | - | -| s3_download_file_mapper | 💻CPU 🔴Alpha | Mapper to download files from S3 to local files or load them into memory. Mapper将文件从S3下载到本地文件或将其加载到内存中。 | - | - | -| s3_upload_file_mapper | 💻CPU 🔴Alpha | Mapper to upload local files to S3 and update paths to S3 URLs. Mapper将本地文件上传到S3并更新S3 url的路径。 | - | - | | sdxl_prompt2prompt_mapper | 🔤Text 🚀GPU 🟢Stable | Generates pairs of similar images using the SDXL model. 使用SDXL模型生成成对的相似图像。 | [info](operators/mapper/sdxl_prompt2prompt_mapper.md) | - | | sentence_augmentation_mapper | 🔤Text 🚀GPU 🧩HF 🟢Stable | Augments sentences by generating enhanced versions using a Hugging Face model. 通过使用拥抱面部模型生成增强版本来增强句子。 | [info](operators/mapper/sentence_augmentation_mapper.md) | - | | sentence_split_mapper | 🔤Text 💻CPU 🟢Stable | Splits text samples into individual sentences based on the specified language. 根据指定的语言将文本样本拆分为单个句子。 | [info](operators/mapper/sentence_split_mapper.md) | - | | text_chunk_mapper | 🔤Text 💻CPU 🔗API 🟢Stable | Split input text into chunks based on specified criteria. 根据指定的条件将输入文本拆分为块。 | [info](operators/mapper/text_chunk_mapper.md) | - | | text_tagging_by_prompt_mapper | 🔤Text 🚀GPU 🌊vLLM 🧩HF 🟡Beta | Mapper to generate text tags using prompt with LLM. Mapper使用带有LLM的prompt生成文本标记。 | - | - | | vggt_mapper | 🎬Video 🚀GPU 🟡Beta | Input a video of a single scene, and use VGGT to extract information including Camera Pose, Depth Maps, Point Maps, and 3D Point Tracks. 输入单个场景的视频,并使用VGGT提取包括相机姿态、深度图、点图和3D点轨迹的信息。 | [info](operators/mapper/vggt_mapper.md) | - | -| video_calibration_mapper | 🎬Video 🚀GPU 🟡Beta | Extract camera intrinsics from videos using DroidCalib. 使用DroidCalib从视频中提取相机内部函数。 | - | - | +| video_calibration_mapper | 🎬Video 🚀GPU 🟡Beta | Extract camera intrinsics from videos using DroidCalib. 使用DroidCalib从视频中提取相机内部函数。 (Notice: Downloads DroidCalib (AGPL-3.0) at runtime. 注意: 运行时下载遵循AGPL-3.0的DroidCalib组件) | - | - | | video_captioning_from_audio_mapper | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Mapper to caption a video according to its audio streams based on Qwen-Audio model. 映射器根据基于qwen-audio模型的音频流为视频添加字幕。 | [info](operators/mapper/video_captioning_from_audio_mapper.md) | - | | video_captioning_from_frames_mapper | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Generates video captions from sampled frames using an image-to-text model. 使用图像到文本模型从采样帧生成视频字幕。 | [info](operators/mapper/video_captioning_from_frames_mapper.md) | - | | video_captioning_from_summarizer_mapper | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Mapper to generate video captions by summarizing several kinds of generated texts (captions from video/audio/frames, tags from audio/frames, ...). 映射器通过总结几种生成的文本 (来自视频/音频/帧的字幕,来自音频/帧的标签,...) 来生成视频字幕。 | [info](operators/mapper/video_captioning_from_summarizer_mapper.md) | - | From a6fb759c265960f86edbc4caa6513c7195545102 Mon Sep 17 00:00:00 2001 From: 1van2ha0 <3041751353@qq.com> Date: Sun, 1 Feb 2026 21:03:43 +0800 Subject: [PATCH 4/4] fix based on pre-commit --- data_juicer/core/data/ray_dataset.py | 2 +- docs/Operators.md | 10 +++++++--- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/data_juicer/core/data/ray_dataset.py b/data_juicer/core/data/ray_dataset.py index 35bad02aa2..74d680074a 100644 --- a/data_juicer/core/data/ray_dataset.py +++ b/data_juicer/core/data/ray_dataset.py @@ -13,7 +13,7 @@ from data_juicer.core.data import DJDataset from data_juicer.core.data.schema import Schema from data_juicer.core.tracer import should_trace_op -from data_juicer.ops import Deduplicator, Filter, Mapper, Pipeline +from data_juicer.ops import Deduplicator, Mapper, Pipeline from data_juicer.ops.base_op import DEFAULT_BATCH_SIZE, TAGGING_OPS from data_juicer.utils.constant import Fields from data_juicer.utils.file_utils import is_remote_path diff --git a/docs/Operators.md b/docs/Operators.md index 8c1fc9a91a..356f91ff11 100644 --- a/docs/Operators.md +++ b/docs/Operators.md @@ -43,10 +43,10 @@ Data-Juicer 中的算子分为以下 8 种类型。 |------|:------:|-------------| | [aggregator](#aggregator) | 4 | Aggregate for batched samples, such as summary or conclusion. 对批量样本进行汇总,如得出总结或结论。 | | [deduplicator](#deduplicator) | 10 | Detects and removes duplicate samples. 识别、删除重复样本。 | -| [filter](#filter) | 54 | Filters out low-quality samples. 过滤低质量样本。 | +| [filter](#filter) | 56 | Filters out low-quality samples. 过滤低质量样本。 | | [formatter](#formatter) | 8 | Discovers, loads, and canonicalizes source data. 发现、加载、规范化原始数据。 | | [grouper](#grouper) | 3 | Group samples to batched samples. 将样本分组,每一组组成一个批量样本。 | -| [mapper](#mapper) | 98 | Edits and transforms samples. 对数据样本进行编辑和转换。 | +| [mapper](#mapper) | 100 | Edits and transforms samples. 对数据样本进行编辑和转换。 | | [pipeline](#pipeline) | 3 | Applies dataset-level processing; both input and output are datasets. 执行数据集级别的操作,输入和输出均为完整数据集。 | | [selector](#selector) | 5 | Selects top samples based on ranking. 基于排序选取高质量样本。 | @@ -114,6 +114,7 @@ All the specific operators are listed below, each featured with several capabili | image_pair_similarity_filter | 🏞Image 🚀GPU 🧩HF 🟢Stable | Filter to keep image pairs with similarities between images within a specific range. 过滤器将图像之间具有相似性的图像对保持在特定范围内。 | [info](operators/filter/image_pair_similarity_filter.md) | - | | image_shape_filter | 🏞Image 💻CPU 🟢Stable | Filter to keep samples with image shape (width, height) within specific ranges. 过滤器,以保持样本的图像形状 (宽度,高度) 在特定的范围内。 | [info](operators/filter/image_shape_filter.md) | - | | image_size_filter | 🏞Image 💻CPU 🟢Stable | Keep data samples whose image size (in Bytes/KB/MB/...) is within a specific range. 保留图像大小 (以字节/KB/MB/... 为单位) 在特定范围内的数据样本。 | [info](operators/filter/image_size_filter.md) | - | +| image_subplot_filter | 🏞Image 💻CPU 🟡Beta | Filter to detect and remove samples with images containing subplots. 过滤器来检测和删除包含子图的图像样本。 | [info](operators/filter/image_subplot_filter.md) | - | | image_text_matching_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples with image-text matching scores within a specific range. 过滤器将图像文本匹配分数的样本保持在特定范围内。 | [info](operators/filter/image_text_matching_filter.md) | - | | image_text_similarity_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples with image-text similarity within a specified range. 过滤器将具有图像-文本相似性的样本保持在指定范围内。 | [info](operators/filter/image_text_similarity_filter.md) | - | | image_watermark_filter | 🏞Image 🚀GPU 🧩HF 🟢Stable | Filter to keep samples whose images have no watermark with high probability. 过滤器以保持其图像没有水印的样本具有高概率。 | [info](operators/filter/image_watermark_filter.md) | - | @@ -143,7 +144,8 @@ All the specific operators are listed below, each featured with several capabili | video_aspect_ratio_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video aspect ratio within a specific range. 过滤器将视频纵横比的样本保持在特定范围内。 | [info](operators/filter/video_aspect_ratio_filter.md) | - | | video_duration_filter | 🎬Video 💻CPU 🟢Stable | Keep data samples whose videos' durations are within a specified range. 保留视频持续时间在指定范围内的数据样本。 | [info](operators/filter/video_duration_filter.md) | - | | video_frames_text_similarity_filter | 🔮Multimodal 🚀GPU 🧩HF 🟢Stable | Filter to keep samples based on the similarity between video frame images and text within a specific range. 根据视频帧图像和文本之间的相似性进行过滤,以保持样本在特定范围内。 | [info](operators/filter/video_frames_text_similarity_filter.md) | - | -| video_motion_score_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video motion scores within a specific range. 过滤器将视频运动分数的样本保持在特定范围内。 | [info](operators/filter/video_motion_score_filter.md) | - | +| video_motion_score_filter | 🎬Video 💻CPU 🟢Stable | Filter to keep samples with video motion scores from OpenCV within a specific range. 过滤器将来自OpenCV的视频运动分数的样本保持在特定范围内。 | [info](operators/filter/video_motion_score_filter.md) | - | +| video_motion_score_ptlflow_filter | 🎬Video 🚀GPU 🟡Beta | Filter to keep samples with video motion scores from ptlflow within a specified range. 过滤器以将来自ptlflow的具有视频运动分数的样本保持在指定范围内。 | - | - | | video_motion_score_raft_filter | 🎬Video 🚀GPU 🟢Stable | Filter to keep samples with video motion scores within a specified range. 过滤器将视频运动分数的样本保持在指定范围内。 | [info](operators/filter/video_motion_score_raft_filter.md) | [RAFT](https://arxiv.org/abs/2003.12039) | | video_nsfw_filter | 🎬Video 🚀GPU 🧩HF 🟢Stable | Filter to keep samples whose videos have nsfw scores in a specified range. 过滤器以保留其视频的nsfw分数在指定范围内的样本。 | [info](operators/filter/video_nsfw_filter.md) | - | | video_ocr_area_ratio_filter | 🎬Video 🚀GPU 🟢Stable | Keep data samples whose detected text area ratios for specified frames in the video are within a specified range. 保留检测到的视频中指定帧的文本面积比率在指定范围内的数据样本。 | [info](operators/filter/video_ocr_area_ratio_filter.md) | - | @@ -247,6 +249,8 @@ All the specific operators are listed below, each featured with several capabili | remove_table_text_mapper | 🔤Text 💻CPU 🟢Stable | Mapper to remove table texts from text samples. 映射器从文本样本中删除表文本。 | [info](operators/mapper/remove_table_text_mapper.md) | - | | remove_words_with_incorrect_substrings_mapper | 🔤Text 💻CPU 🟢Stable | Mapper to remove words containing specified incorrect substrings. 映射程序删除包含指定的不正确子字符串的单词。 | [info](operators/mapper/remove_words_with_incorrect_substrings_mapper.md) | - | | replace_content_mapper | 🔤Text 💻CPU 🟢Stable | Replaces content in the text that matches a specific regular expression pattern with a designated replacement string. 用指定的替换字符串替换与特定正则表达式模式匹配的文本中的内容。 | [info](operators/mapper/replace_content_mapper.md) | - | +| s3_download_file_mapper | 💻CPU 🔴Alpha | Mapper to download files from S3 to local files or load them into memory. Mapper将文件从S3下载到本地文件或将其加载到内存中。 | - | - | +| s3_upload_file_mapper | 💻CPU 🔴Alpha | Mapper to upload local files to S3 and update paths to S3 URLs. Mapper将本地文件上传到S3并更新S3 url的路径。 | - | - | | sdxl_prompt2prompt_mapper | 🔤Text 🚀GPU 🟢Stable | Generates pairs of similar images using the SDXL model. 使用SDXL模型生成成对的相似图像。 | [info](operators/mapper/sdxl_prompt2prompt_mapper.md) | - | | sentence_augmentation_mapper | 🔤Text 🚀GPU 🧩HF 🟢Stable | Augments sentences by generating enhanced versions using a Hugging Face model. 通过使用拥抱面部模型生成增强版本来增强句子。 | [info](operators/mapper/sentence_augmentation_mapper.md) | - | | sentence_split_mapper | 🔤Text 💻CPU 🟢Stable | Splits text samples into individual sentences based on the specified language. 根据指定的语言将文本样本拆分为单个句子。 | [info](operators/mapper/sentence_split_mapper.md) | - |