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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 5 new columns ({'duration', 'fps', 'resolution', 'identity', 'cap'}) and 3 missing columns ({'motion', 'subject', 'description'}).

This happened while the json dataset builder was generating data using

hf://datasets/chenchenshi/video_description/split3/0a0264a3bb2480d35d078a938dbfa296_0_263.json (at revision 5ac2a967fcecaf7726b92b66f65f3cc60b4b8869)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              cap: string
              resolution: struct<height: int64, width: int64>
                child 0, height: int64
                child 1, width: int64
              fps: double
              duration: double
              identity: string
              to
              {'subject': Value(dtype='string', id=None), 'motion': Value(dtype='string', id=None), 'description': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 5 new columns ({'duration', 'fps', 'resolution', 'identity', 'cap'}) and 3 missing columns ({'motion', 'subject', 'description'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/chenchenshi/video_description/split3/0a0264a3bb2480d35d078a938dbfa296_0_263.json (at revision 5ac2a967fcecaf7726b92b66f65f3cc60b4b8869)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

subject string	motion string	description string
'A person with long white hair adorned with an intricate silver crown, wearing traditional attire with a light blue robe and a white inner garment'	The subject remains mostly stationary, facing slightly towards the right of the frame. There is minimal movement from the subject, suggesting a calm or contemplative stance. The camera maintains a steady focus on the subject without noticeable panning or zooming.	The subject's expression appears serene and composed, with a slight tilt of the head adding to the sense of poise. In the background, there is a blurred figure with dark hair, possibly interacting subtly but not drawing attention away from the main subject. The setting seems to be indoors, with warm lighting and wooden paneling creating a tranquil and elegant atmosphere.
'A middle-aged man with a shaved head and a broad smile, wearing a military-style uniform with insignia and patches'	He remains seated throughout the video, with minimal movement. His body is slightly angled towards the camera, and his head turns slightly from side to side as if engaging in conversation or reacting to someone off-camera.	His expression is animated, suggesting he is speaking or reacting to something with enthusiasm. The setting appears to be an indoor office or study, with wooden furniture and a window in the background allowing natural light to filter through. The atmosphere is formal yet relaxed, indicated by the presence of another uniformed individual partially visible behind him. The lighting is soft and even, highlighting the details of his uniform and the room's decor.
'A woman with shoulder-length brown hair wearing a light blue medical mask and a white coat'	She remains mostly stationary, with slight head movements and subtle changes in her gaze direction. There is no significant camera movement; the focus stays on her upper body and face.	Her expression appears neutral, suggesting she may be engaged in a conversation or listening intently. The setting seems to be an indoor environment, possibly a medical office, indicated by the presence of blinds in the background and a framed certificate on the wall. The lighting is soft and natural, creating a calm and professional atmosphere.
'an older woman with dark hair tied back, wearing a peach-colored top and a red headband'	She remains mostly stationary, with slight head movements and subtle changes in her facial expressions. There is no significant camera movement; the focus stays on her face.	Her expression conveys a sense of contemplation or concern. The setting appears to be an indoor space with traditional decor, including wooden beams and red decorative elements in the background. The lighting is warm and soft, creating a calm and intimate atmosphere. She seems to be engaged in a conversation or reflecting deeply, as indicated by her changing facial expressions.
'A middle-aged man with short dark hair, wearing a plaid shirt under a green sweater'	He remains seated in an office chair, facing slightly off-camera. His head turns subtly from side to side as if engaging in conversation or listening attentively. There is no significant movement or change in position, and the camera maintains a steady focus on him.	His expression appears calm and attentive, suggesting he is involved in a discussion or interview. The setting is an office environment, indicated by the presence of bookshelves filled with books and binders, a desk with various items like a trophy and papers, and a framed picture on the wall. The lighting is even and bright, creating a professional atmosphere. He seems engaged but composed, indicating a formal interaction.
'A middle-aged man with short black hair, a light complexion, and a slight mustache, wearing a beige collared shirt'	He remains mostly stationary, with subtle head movements and slight changes in his gaze direction. There is no significant camera movement; the focus stays on him throughout the sequence.	He appears contemplative or focused, occasionally shifting his gaze slightly. The setting seems to be an indoor environment with neutral-colored walls and horizontal stripes in the background. The lighting is soft and even, creating a calm and subdued atmosphere. His expression conveys a sense of seriousness or introspection.
'A woman with long dark hair, wearing large hoop earrings and a floral blouse'	She remains mostly stationary, holding a green piece of paper in her hand. There is no significant movement or change in position, and the camera maintains a steady focus on her.	Her expression appears engaged and slightly concerned as she looks off to the side. The setting is an indoor space with soft natural light filtering through sheer curtains. A circular decorative item hangs on the wall behind her, contributing to a calm and minimalistic atmosphere.
null	null	null
null	null	null
null	null	null
null	null	null
null	null	null
'elderly woman with curly dark hair and a concerned expression'	null	She remains mostly stationary throughout the sequence, with subtle head movements that suggest she is engaged in a conversation or reacting to something. Her facial expressions shift slightly, indicating a range of emotions from concern to contemplation. The background is softly blurred, suggesting an indoor setting with warm lighting that casts gentle shadows on her face. The atmosphere appears calm yet emotionally charged, possibly hinting at a serious discussion or moment of reflection.
'A man with medium-length dark hair, wearing a light blue button-up shirt'	null	He is standing still, facing slightly off-camera, and appears to be engaged in conversation or listening intently. There is minimal movement from him, suggesting a calm demeanor. His expression changes subtly, indicating he may be reacting to something being said or thought about. The setting is an indoor environment, likely an office or study area, as evidenced by the shelves filled with neatly organized files and books in the background. The lighting is soft and natural, creating a warm and professional atmosphere. The overall mood suggests a focused and serious interaction.
'A man with neatly combed dark hair, wearing a dark textured garment'	null	He begins by adjusting his collar with both hands, carefully aligning it. As he completes this action, he lowers his hands and turns slightly towards the camera, maintaining a composed posture. His expression remains neutral, suggesting a calm and collected demeanor. In the background, soft candlelight illuminates the scene, casting a warm glow that enhances the serene atmosphere. A circular window reveals an outdoor view of blurred trees, adding depth to the setting. The overall ambiance is tranquil, with the subtle interplay of light and shadow contributing to a contemplative mood.
'a woman with long dark brown hair, wearing a black outfit with gold shoulder accents'	null	She remains seated throughout the sequence, her posture steady and composed. There is minimal physical movement from her, suggesting a calm or contemplative state. Her head slightly shifts, indicating subtle changes in attention or focus. Her expression appears neutral, with no significant emotional cues visible. The interaction seems introspective, possibly listening or reflecting. The setting is dimly lit, with soft blue light filtering through a window in the background, creating a serene and somewhat formal atmosphere. The backdrop includes dark curtains and a hint of modern furniture, reinforcing the impression of an indoor, possibly professional environment.
'A person with long dark hair, wearing traditional attire, and displaying a distressed expression'	null	She appears to be in a moment of emotional turmoil, her body slightly hunched forward. Her movements are minimal but convey a sense of inner struggle or pain. Her head is tilted downward, and her shoulders seem tense, suggesting she is grappling with intense emotions. Her expression is one of sorrow or anguish, with her eyes partially closed and her mouth set in a grim line. The setting around her is dimly lit, creating a somber and melancholic atmosphere. The background is blurred, drawing attention to her figure, while faint floral elements hint at an outdoor or garden-like environment. The overall mood is heavy, emphasizing the depth of her emotional state.
'A middle-aged man with dark, slightly tousled hair and a serious expression'	null	He is seated and appears to be engaged in a conversation, maintaining a steady posture throughout the scene. His head is slightly tilted downward, suggesting he is listening intently or reflecting on something. His facial expression remains composed, with a hint of concern or contemplation. He interacts subtly, possibly responding to someone off-camera with minimal physical movement. The setting seems to be an indoor environment, likely a cozy room with warm lighting that casts soft shadows around him. In the background, there are blurred elements like furniture and greenery, contributing to a calm and intimate atmosphere. The overall mood is reflective and subdued, emphasizing the gravity of the interaction.
'A middle-aged man with a bald head, thick eyebrows, a goatee, and a fur-lined coat'	null	He begins by looking downward, then slowly raises his head to meet the camera's gaze. His posture remains steady throughout, suggesting a calm demeanor. His facial expression transitions from a neutral look to one that appears slightly contemplative or concerned. He does not interact with anyone else in the scene, focusing solely on the camera. The setting appears to be indoors, possibly in a traditional or historical environment, indicated by the wooden paneling and soft, diffused lighting in the background. The atmosphere feels somber and reflective, complemented by the muted tones of the surroundings.
'A man wearing a navy blue suit with a white shirt and light-colored tie, having short dark hair and a clean-shaven face'	null	He begins by leaning forward slightly, then straightens up while maintaining an upright posture. His movements are smooth and deliberate, suggesting a composed demeanor. Throughout the sequence, he appears to be speaking or reacting to something, as indicated by his mouth movements and slight head tilts. His expressions convey attentiveness and engagement, possibly indicating a conversation or presentation. The setting is a modern, well-lit office space with large windows offering a view of a cityscape. Inside, there are contemporary furnishings, including a sleek sofa, decorative sculptures, and indoor plants, contributing to a sophisticated and professional atmosphere. The natural light streaming through the windows enhances the clarity and warmth of the scene.
'a middle-aged woman with short curly brown hair, wearing a light-colored jacket over a pink shirt'	null	She begins by looking downward, her head slightly tilted. As the sequence progresses, she raises her hand to gently touch her face, suggesting a moment of contemplation or emotion. Her movements are slow and deliberate, indicating a reflective state. Throughout the frames, her expression remains subdued, with a hint of sadness or concern in her eyes. The setting appears to be indoors, possibly in a dimly lit room with soft, warm lighting that casts gentle shadows on her face. The background is blurred but suggests a domestic environment, with vertical lines that could be part of a window or a piece of furniture. The overall atmosphere is intimate and somber, emphasizing the emotional weight of the scene.
'A man with short dark hair, wearing a suit and tie, with a neutral expression'	null	He remains mostly stationary throughout the sequence, with subtle head movements suggesting he is engaged in conversation or reacting to someone off-camera. His posture is upright, indicating formality or attentiveness. His expressions shift slightly, reflecting changes in his emotional state or response to dialogue. The setting appears to be an indoor environment, possibly a professional or formal space, given the dim lighting and dark background. The subdued lighting creates a serious and focused atmosphere, emphasizing the gravity of the situation. There are no other visible characters or objects in the immediate vicinity, drawing attention solely to him and his reactions.
'a middle-aged woman with light brown hair styled in a neat updo, wearing a dark blazer and pearl necklace'	null	She is seated in what appears to be an office or formal setting, maintaining a composed posture. Throughout the sequence, she subtly shifts her head and gaze, suggesting engagement in a conversation or listening intently. Her facial expressions remain relatively neutral but convey attentiveness, with slight changes in her mouth and eye movements indicating reactions to the dialogue. The background includes soft, diffused lighting filtering through sheer curtains, creating a calm and professional atmosphere. Behind her, there are hints of furniture and decor that suggest a sophisticated interior, possibly an executive's office. The overall ambiance is quiet and focused, emphasizing the seriousness of the interaction.
'A middle-aged man with short black hair, a clean-shaven face, and a calm demeanor'	null	He remains stationary throughout the scene, facing slightly towards the camera. There are no significant physical movements or changes in position. His expression is composed and neutral, suggesting a moment of reflection or conversation. The setting appears to be an indoor space with traditional architectural elements, such as wooden lattice windows that allow soft light to filter through, creating a serene and contemplative atmosphere. The background includes a blurred view of what seems to be a lamp and other indistinct objects, adding depth to the scene. The lighting is warm and focused, highlighting his features while casting gentle shadows around him.
'A middle-aged man with short gray hair and a strong jawline'	null	He remains seated throughout the video, maintaining a steady posture with his hands resting on the table in front of him. There is no significant movement or change in position from him. His expression appears neutral, with a slight hint of seriousness, suggesting he may be engaged in a conversation or an interview. The setting is dimly lit, with a backdrop that includes vertical light streaks and a reflective surface, creating a modern and somewhat industrial atmosphere. The lighting accentuates the contours of his face and casts subtle shadows, adding depth to the scene. The overall mood is contemplative and focused.
'A man with short dark hair, wearing a light-colored suit jacket over a white shirt'	null	He appears to be standing still, facing slightly to the side. There is no significant movement or change in position observed. His expression seems serious, with his mouth slightly open as if he is speaking or about to speak. The interaction suggests that he may be engaged in a conversation or delivering a message. The setting is dimly lit, likely indoors, with a plain, textured wall in the background. The lighting casts shadows on his face, adding depth and emphasizing the serious tone of the scene. The overall atmosphere feels somber and focused.
'A man with short dark hair styled neatly, wearing a traditional outfit with a red scarf around his neck'	null	He stands still, facing slightly to the side, with minimal movement throughout the sequence. His posture remains consistent, suggesting a moment of pause or contemplation. His expression appears neutral, with no significant changes in emotion or interaction with others. The setting is an outdoor area, likely a historical or cultural site, indicated by the traditional architecture in the background, including wooden beams and red banners. The lighting is soft and diffused, creating a calm and serene atmosphere. The overall mood suggests a reflective or ceremonial context.
'A middle-aged man with short dark hair, wearing glasses, a beige suit, and a patterned tie'	null	He remains seated throughout the video, maintaining a steady posture with no significant physical movement or change in position. His facial expression appears neutral, with his mouth slightly open as if he is speaking or about to speak. The interaction seems to be focused on verbal communication rather than physical action. The setting is an indoor environment, likely an office or formal space, characterized by dim lighting that creates a serious and professional atmosphere. In the background, there are blurred decorative elements, including what appears to be a green sculpture and some wooden furniture, adding depth to the scene without distracting from the subject.
'A man with short dark hair, a light complexion, and a calm demeanor'	null	He remains stationary throughout the scene, with no significant physical movement or change in position. His expression is serene, with his gaze directed slightly upward and to the side, suggesting contemplation or deep thought. There is a subtle openness in his posture, indicating a moment of reflection or listening. The context appears to be an indoor setting, possibly a dimly lit room with soft, ambient lighting that casts gentle shadows on his face. The background includes blurred elements like a faint blue light source and indistinct shapes, contributing to a moody and introspective atmosphere. The overall tone is quiet and reflective, emphasizing the subject's inner state rather than external action.
'a woman with long, wet brown hair, wearing a black tank top'	null	She remains mostly stationary throughout the sequence, with subtle head movements and slight shifts in her gaze. Her posture is relaxed yet attentive, suggesting she is engaged in a conversation or listening intently. Her expressions transition from a gentle smile to a more neutral look, indicating a shift in the tone of interaction. The setting appears to be indoors, possibly a home or office, with soft, warm lighting that creates an intimate atmosphere. In the background, there is a framed picture on the wall, adding a personal touch to the environment. The overall mood is calm and reflective, with the focus remaining on her facial expressions and subtle reactions.
'a young woman with shoulder-length brown hair and a neutral expression'	null	She begins by looking slightly downward, her head tilted at an angle. As the sequence progresses, she subtly shifts her gaze from left to right, maintaining a calm demeanor. Her facial expressions remain composed, with minimal changes in her mouth or eyes, suggesting a reflective or contemplative state. The setting appears to be indoors, with soft, natural lighting that highlights her features gently. In the background, there is a colorful, abstract painting featuring vibrant hues of green, yellow, and red, adding a lively contrast to the otherwise subdued atmosphere. The overall mood is serene and introspective, with no other individuals or distractions present in the scene.
'A middle-aged man with long dark hair tied back, a goatee, and traditional attire'	null	He appears to be engaged in a conversation, maintaining a steady position while facing slightly towards someone off-screen. His posture suggests attentiveness, with no significant physical movement observed. His expression conveys seriousness or contemplation, possibly indicating an important discussion. He interacts subtly through his gaze and slight head tilts, enhancing the sense of dialogue. The setting is indoors, likely a historical or period drama scene, with ornate patterns and muted colors in the background. The lighting is soft and focused, highlighting his features and adding depth to the atmosphere.
'A man wearing a black fedora hat and a green jacket, with a rugged appearance and a concerned expression'	null	He is seated inside a vehicle, leaning forward slightly as if reacting to something outside or within the car. His body remains mostly stationary, but his head turns subtly, suggesting he is observing or listening intently. His expression conveys a mix of surprise and concern, with wide eyes and a slightly open mouth, indicating that he is either startled or deeply engaged in a situation. The setting appears to be dimly lit, likely during nighttime, with soft ambient light highlighting the contours of his face and the texture of his clothing. The background includes parts of the car's interior, such as the seat and window frame, contributing to an intimate and focused atmosphere. The overall mood suggests tension or anticipation.
'a young man with dark, wavy hair and a casual appearance'	null	He begins by crouching down near a white container, holding a piece of cloth or paper in his hand. He appears to be wiping or cleaning something off the surface of the container. As he moves, he shifts from a crouched position to standing upright, turning his head slightly to the side. His expression seems focused yet relaxed, suggesting a moment of contemplation or pause in his activity. The setting is an outdoor rooftop area, characterized by a metal railing and a view of urban rooftops in the background. The sky is overcast, casting a soft, diffused light that enhances the calm and somewhat introspective atmosphere of the scene.
'a young woman wearing a floral bucket hat and a patterned vest over a turtleneck sweater'	null	She remains mostly stationary throughout the sequence, with subtle head movements suggesting she is engaged in conversation or reacting to someone off-camera. Her posture is upright, and her gaze shifts slightly between frames, indicating attentiveness. Her expressions are neutral to mildly concerned, with her mouth slightly open at times, as if speaking or about to speak. The background appears to be an outdoor setting, possibly near a body of water, given the soft, diffused light and blurred natural elements. The overall atmosphere is calm and somewhat overcast, enhancing the sense of a quiet, reflective moment.
'A young man with short dark brown hair and a calm demeanor'	null	He remains stationary throughout the scene, with no significant physical movement or change in position. His expression is neutral, suggesting a contemplative or focused state. There is no interaction with any objects or other individuals visible in the frame. The setting appears to be an indoor environment, likely a home or office, characterized by soft, warm lighting that creates a calm and intimate atmosphere. In the background, there are blurred elements of furniture and possibly a door, adding depth to the scene without drawing attention away from him.
'A young man with neatly styled brown hair and a sharp jawline, wearing a light green blazer over a white shirt'	null	He begins by sitting upright, his gaze directed downward, suggesting he is focused on something out of frame. As the sequence progresses, he slightly shifts his head position, tilting it downward more prominently, indicating deeper concentration or contemplation. His facial expression remains neutral, with no significant changes in emotion, maintaining a composed demeanor throughout. The setting appears to be an indoor environment, likely an office or a professional space, characterized by modern decor. In the background, there is a sleek, white lamp and a black shelving unit that holds various items, contributing to a clean and organized atmosphere. The lighting is soft yet bright enough to highlight the subject's features clearly, creating a calm and professional ambiance.
'A man with short dark hair, wearing a formal suit and tie, and a lanyard around his neck'	null	He remains seated throughout the scene, maintaining a steady posture with no significant physical movement or change in position. His expression appears neutral, with a slight hint of contemplation or seriousness, suggesting he may be engaged in thought or listening intently. The setting is an indoor environment, likely an office or professional space, characterized by a modern design with geometric patterns on the wall behind him. The lighting is soft and evenly distributed, creating a calm and focused atmosphere. The overall mood conveys professionalism and a sense of purpose.
'A man with short dark hair, a strong jawline, and a fit build'	null	He is engaged in a phone conversation, holding the device to his ear with his left hand. Throughout the sequence, he shifts slightly, turning his head from one side to another while maintaining a focused posture. His expression appears serious and attentive, suggesting an important or intense discussion. The setting is indoors, near a large window that allows natural light to filter through, creating a soft, diffused glow. In the background, greenery is visible outside the window, adding a serene element to the scene. The overall atmosphere is calm yet charged with the intensity of the conversation.

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