Add camera control node
This commit is contained in:
+262
-2
@@ -76,6 +76,95 @@ LAYOUT_TEMPLATE = (
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"Avoid: {negative_prompt}. Use no readable text unless the layout naturally needs small decorative placeholder marks."
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)
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CAMERA_MODE_PROMPTS = {
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"standard": "",
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"handheld_selfie": (
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"Camera mode: handheld smartphone selfie, close arm-length framing, visible creator-shot perspective, "
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"slight wide-angle intimacy, direct eye contact, natural phone-camera composition."
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),
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"mirror_selfie": (
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"Camera mode: mirror selfie with the phone visible in one hand, reflective framing, creator looking at the screen, "
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"body and environment visible through the mirror."
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),
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"phone_tripod": (
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"Camera mode: phone on tripod or ring-light stand, creator-facing social-video framing, stable vertical composition, "
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"hands-free self-recorded setup."
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),
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"creator_pov": (
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"Camera mode: creator-held POV, intimate subscriber-view angle, the creator controls the camera, close foreground body framing."
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),
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"bed_selfie": (
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"Camera mode: bed selfie shot from a phone held above or beside the body, intimate close framing, sheets visible around the subject."
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),
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"bathroom_mirror": (
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"Camera mode: bathroom mirror selfie, phone visible, tiled private room, close vertical framing, candid creator-shot energy."
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),
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"phone_flash": (
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"Camera mode: direct phone-flash selfie, crisp flash highlights, candid night-post feeling, hard-edged smartphone shadows."
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),
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"action_cam": (
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"Camera mode: body-mounted or handheld action-camera intimacy, very close wide-angle perspective, dynamic creator-shot framing."
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),
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}
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CAMERA_SHOT_PROMPTS = {
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"auto": "",
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"full_body": "Shot size: full body visible, head-to-toe framing, no important body parts cropped out.",
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"three_quarter": "Shot size: three-quarter body framing, face, torso, hips, and thighs clearly visible.",
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"waist_up": "Shot size: waist-up creator framing with face and upper body as the focus.",
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"close_up": "Shot size: close-up framing with face, expression, hands, and body contact emphasized.",
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"extreme_close_up": "Shot size: extreme close-up detail shot, tightly framed and intimate.",
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}
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CAMERA_ANGLE_PROMPTS = {
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"auto": "",
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"eye_level": "Angle: eye-level camera angle with direct creator eye contact.",
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"high_angle": "Angle: high-angle selfie looking down toward the body.",
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"low_angle": "Angle: low-angle phone camera looking upward from near the body.",
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"overhead": "Angle: overhead phone shot looking down at the full pose.",
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"side_profile": "Angle: side-profile camera view emphasizing body silhouette and contact points.",
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"rear_view": "Angle: rear-view camera framing with the body turned away from the lens.",
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"mirror_reflection": "Angle: mirror-reflection composition with the phone and reflected body placement readable.",
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}
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CAMERA_LENS_PROMPTS = {
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"auto": "",
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"smartphone_wide": "Lens: smartphone wide-angle lens with slight edge distortion and close personal scale.",
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"ultra_wide": "Lens: ultra-wide phone lens, exaggerated near-camera perspective, environmental context visible.",
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"portrait_lens": "Lens: phone portrait mode, shallow depth of field, crisp subject separation.",
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"telephoto": "Lens: compressed telephoto-style framing, flatter proportions, less distortion.",
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"macro_detail": "Lens: macro-detail phone shot focused on texture, skin, fabric, and contact detail.",
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}
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CAMERA_DISTANCE_PROMPTS = {
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"auto": "",
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"arm_length": "Camera distance: arm-length selfie distance, close enough to feel handheld.",
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"near_body": "Camera distance: near-body camera placement with intimate foreground framing.",
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"bedside": "Camera distance: phone placed beside the body on the bed or floor.",
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"room_corner": "Camera distance: phone set across the room, self-recorded but wider and more observational.",
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}
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CAMERA_ORIENTATION_PROMPTS = {
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"auto": "",
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"vertical_story": "Orientation: vertical 9:16 story/reel framing.",
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"square_feed": "Orientation: square social-feed crop.",
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"horizontal": "Orientation: horizontal phone-video crop.",
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}
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CAMERA_PHONE_PROMPTS = {
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"auto": "",
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"phone_visible": "Phone visibility: phone visible in hand or mirror, clearly creator-shot.",
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"phone_hidden": "Phone visibility: phone is implied but not visible, preserving the selfie/creator-shot perspective.",
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"screen_reflection": "Phone visibility: screen glow or reflection visible in the scene.",
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"ring_light_visible": "Phone visibility: ring light or tripod visible enough to read as self-recorded content.",
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}
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CAMERA_PRIORITY_PROMPTS = {
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"soft_hint": "Camera priority: treat the camera notes as style guidance.",
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"strong": "Camera priority: strongly preserve the selected camera, lens, angle, crop, and phone-shot perspective.",
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"locked": "Camera priority: locked camera constraint; do not replace this with a studio, third-person, cinematic, or unrelated camera view.",
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}
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_EXTENSIONS_APPLIED = False
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@@ -641,6 +730,148 @@ def _combined_negative(base: str, extra: str) -> str:
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return ", ".join(parts)
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def camera_mode_choices() -> list[str]:
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return list(CAMERA_MODE_PROMPTS)
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def camera_shot_choices() -> list[str]:
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return list(CAMERA_SHOT_PROMPTS)
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def camera_angle_choices() -> list[str]:
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return list(CAMERA_ANGLE_PROMPTS)
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def camera_lens_choices() -> list[str]:
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return list(CAMERA_LENS_PROMPTS)
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def camera_distance_choices() -> list[str]:
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return list(CAMERA_DISTANCE_PROMPTS)
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def camera_orientation_choices() -> list[str]:
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return list(CAMERA_ORIENTATION_PROMPTS)
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def camera_phone_choices() -> list[str]:
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return list(CAMERA_PHONE_PROMPTS)
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def camera_priority_choices() -> list[str]:
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return list(CAMERA_PRIORITY_PROMPTS)
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def build_camera_config_json(
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camera_mode: str = "standard",
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shot_size: str = "auto",
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angle: str = "auto",
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lens: str = "auto",
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distance: str = "auto",
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orientation: str = "auto",
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phone_visibility: str = "auto",
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priority: str = "strong",
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) -> str:
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return json.dumps(
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{
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"camera_mode": camera_mode,
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"shot_size": shot_size,
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"angle": angle,
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"lens": lens,
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"distance": distance,
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"orientation": orientation,
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"phone_visibility": phone_visibility,
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"priority": priority,
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},
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ensure_ascii=True,
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sort_keys=True,
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)
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def _choice(value: Any, choices: dict[str, str], default: str) -> str:
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value = str(value or default)
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return value if value in choices else default
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def _parse_camera_config(camera_config: str | dict[str, Any] | None) -> dict[str, str]:
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defaults = {
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"camera_mode": "standard",
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"shot_size": "auto",
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"angle": "auto",
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"lens": "auto",
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"distance": "auto",
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"orientation": "auto",
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"phone_visibility": "auto",
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"priority": "strong",
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}
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if not camera_config:
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return defaults
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if isinstance(camera_config, dict):
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raw = camera_config
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else:
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try:
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raw = json.loads(str(camera_config))
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except json.JSONDecodeError as exc:
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raise ValueError(f"Invalid camera_config JSON: {exc}") from exc
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if not isinstance(raw, dict):
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raise ValueError("camera_config must be a JSON object")
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parsed = {**defaults, **raw}
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return {
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"camera_mode": _choice(parsed.get("camera_mode"), CAMERA_MODE_PROMPTS, defaults["camera_mode"]),
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"shot_size": _choice(parsed.get("shot_size"), CAMERA_SHOT_PROMPTS, defaults["shot_size"]),
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"angle": _choice(parsed.get("angle"), CAMERA_ANGLE_PROMPTS, defaults["angle"]),
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"lens": _choice(parsed.get("lens"), CAMERA_LENS_PROMPTS, defaults["lens"]),
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"distance": _choice(parsed.get("distance"), CAMERA_DISTANCE_PROMPTS, defaults["distance"]),
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"orientation": _choice(parsed.get("orientation"), CAMERA_ORIENTATION_PROMPTS, defaults["orientation"]),
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"phone_visibility": _choice(parsed.get("phone_visibility"), CAMERA_PHONE_PROMPTS, defaults["phone_visibility"]),
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"priority": _choice(parsed.get("priority"), CAMERA_PRIORITY_PROMPTS, defaults["priority"]),
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}
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def _camera_config_with_mode(camera_config: str | dict[str, Any] | None, camera_mode: str) -> dict[str, str]:
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parsed = _parse_camera_config(camera_config)
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if camera_mode and camera_mode != "from_camera_config":
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parsed["camera_mode"] = _choice(camera_mode, CAMERA_MODE_PROMPTS, parsed["camera_mode"])
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return parsed
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def _camera_directive(camera_config: str | dict[str, Any] | None) -> tuple[str, dict[str, str]]:
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parsed = _parse_camera_config(camera_config)
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parts = [
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CAMERA_MODE_PROMPTS[parsed["camera_mode"]],
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CAMERA_SHOT_PROMPTS[parsed["shot_size"]],
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CAMERA_ANGLE_PROMPTS[parsed["angle"]],
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CAMERA_LENS_PROMPTS[parsed["lens"]],
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CAMERA_DISTANCE_PROMPTS[parsed["distance"]],
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CAMERA_ORIENTATION_PROMPTS[parsed["orientation"]],
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CAMERA_PHONE_PROMPTS[parsed["phone_visibility"]],
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]
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parts = [part for part in parts if part]
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if not parts:
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return "", parsed
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parts.append(CAMERA_PRIORITY_PROMPTS[parsed["priority"]])
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return " ".join(parts), parsed
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def _insert_positive_directive(prompt: str, directive: str) -> str:
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marker = " Avoid:"
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if marker in prompt:
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before, after = prompt.split(marker, 1)
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return f"{before.rstrip()} {directive}{marker}{after}"
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return f"{prompt.rstrip()} {directive}"
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def _apply_camera_config(row: dict[str, Any], camera_config: str | dict[str, Any] | None) -> dict[str, Any]:
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directive, parsed = _camera_directive(camera_config)
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row["camera_config"] = parsed
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row["camera_directive"] = directive
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if not directive:
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return row
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row["prompt"] = _insert_positive_directive(row["prompt"], directive)
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row["caption"] = f"{row.get('caption', '').rstrip()}, {parsed['camera_mode'].replace('_', ' ')} camera framing"
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return row
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def _row_seed(seed: int, row_number: int, salt: int = 0) -> int:
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return int(seed) + int(row_number) * 1009 + salt * 9176
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@@ -1310,6 +1541,7 @@ def build_prompt(
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seed_config: str | dict[str, Any] | None = None,
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women_count: int = 1,
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men_count: int = 1,
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camera_config: str | dict[str, Any] | None = None,
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) -> dict[str, Any]:
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apply_pool_extensions()
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row_number = max(1, int(row_number))
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@@ -1375,6 +1607,7 @@ def build_prompt(
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if extra_positive.strip():
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row["prompt"] = f"{row['prompt'].rstrip()} {extra_positive.strip()}"
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row = _apply_camera_config(row, camera_config)
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active_trigger = trigger.strip() or g.TRIGGER
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row["prompt"] = _prepend_trigger(row["prompt"], active_trigger, bool(prepend_trigger_to_prompt))
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row["negative_prompt"] = _combined_negative(row.get("negative_prompt", g.NEGATIVE_PROMPT), extra_negative)
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@@ -1419,6 +1652,8 @@ def build_insta_of_options_json(
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hardcore_level: str = "hardcore",
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platform_style: str = "hybrid",
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continuity: str = "same_creator_same_room",
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softcore_camera_mode: str = "handheld_selfie",
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hardcore_camera_mode: str = "same_as_softcore",
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) -> str:
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return json.dumps(
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{
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@@ -1430,6 +1665,8 @@ def build_insta_of_options_json(
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"hardcore_level": hardcore_level,
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"platform_style": platform_style,
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"continuity": continuity,
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"softcore_camera_mode": softcore_camera_mode,
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"hardcore_camera_mode": hardcore_camera_mode,
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},
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ensure_ascii=True,
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sort_keys=True,
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@@ -1446,6 +1683,8 @@ def _parse_insta_of_options(options_json: str | dict[str, Any] | None) -> dict[s
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"hardcore_level": "hardcore",
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"platform_style": "hybrid",
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"continuity": "same_creator_same_room",
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"softcore_camera_mode": "handheld_selfie",
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"hardcore_camera_mode": "same_as_softcore",
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}
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if not options_json:
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return defaults
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@@ -1465,6 +1704,9 @@ def _parse_insta_of_options(options_json: str | dict[str, Any] | None) -> dict[s
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parsed["hardcore_level"] = parsed["hardcore_level"] if parsed["hardcore_level"] in INSTA_OF_HARDCORE_LEVELS else defaults["hardcore_level"]
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parsed["platform_style"] = parsed["platform_style"] if parsed["platform_style"] in INSTA_OF_PLATFORM_STYLES else defaults["platform_style"]
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parsed["continuity"] = parsed["continuity"] if parsed["continuity"] in ("same_creator_same_room", "same_creator_new_scene") else defaults["continuity"]
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parsed["softcore_camera_mode"] = parsed["softcore_camera_mode"] if parsed["softcore_camera_mode"] in CAMERA_MODE_PROMPTS else defaults["softcore_camera_mode"]
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if parsed["hardcore_camera_mode"] not in CAMERA_MODE_PROMPTS and parsed["hardcore_camera_mode"] != "same_as_softcore":
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parsed["hardcore_camera_mode"] = defaults["hardcore_camera_mode"]
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for key in ("hardcore_women_count", "hardcore_men_count"):
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try:
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parsed[key] = max(0, min(12, int(parsed[key])))
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@@ -1526,6 +1768,7 @@ def build_insta_of_pair(
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prepend_trigger_to_prompt: bool,
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seed_config: str | dict[str, Any] | None = None,
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options_json: str | dict[str, Any] | None = None,
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camera_config: str | dict[str, Any] | None = None,
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extra_positive: str = "",
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extra_negative: str = "",
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) -> dict[str, Any]:
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@@ -1585,6 +1828,15 @@ def build_insta_of_pair(
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platform_style = INSTA_OF_PLATFORM_STYLES[options["platform_style"]]
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soft_level = INSTA_OF_SOFT_LEVELS[options["softcore_level"]]
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hard_level = INSTA_OF_HARDCORE_LEVELS[options["hardcore_level"]]
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hard_camera_mode = options["hardcore_camera_mode"]
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if hard_camera_mode == "same_as_softcore":
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hard_camera_mode = options["softcore_camera_mode"]
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soft_camera_config = _camera_config_with_mode(camera_config, options["softcore_camera_mode"])
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hard_camera_config = _camera_config_with_mode(camera_config, hard_camera_mode)
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soft_camera_directive, soft_camera_config = _camera_directive(soft_camera_config)
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hard_camera_directive, hard_camera_config = _camera_directive(hard_camera_config)
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soft_camera_sentence = f"Camera control: {soft_camera_directive} " if soft_camera_directive else ""
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hard_camera_sentence = f"Camera control: {hard_camera_directive} " if hard_camera_directive else ""
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hard_scene = soft_row["scene_text"] if options["continuity"] == "same_creator_same_room" else hard_row["scene_text"]
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hard_composition = soft_row["composition"] if options["continuity"] == "same_creator_same_room" else hard_row["composition"]
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soft_cast = (
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@@ -1599,6 +1851,7 @@ def build_insta_of_pair(
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f"Softcore setup: {soft_level}. Cast continuity: {soft_cast}. "
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f"Outfit: {soft_row['item']}. Pose: {soft_row['pose']}. Setting: {soft_row['scene_text']}. "
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f"Facial expression: {soft_row['expression']}. Composition: {soft_row['composition']}. "
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f"{soft_camera_sentence}"
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"Keep the softcore version adult-only, consensual, seductive, creator-shot, and non-explicit. "
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f"{soft_row['positive_suffix']} Avoid: {INSTA_OF_SOFT_NEGATIVE}."
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)
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@@ -1608,6 +1861,7 @@ def build_insta_of_pair(
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"Apply the shared descriptor to the most visually central woman, keeping her continuous with the softcore version. "
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f"Role graph: {hard_row['role_graph']} Sexual scene: {hard_row['item']}. "
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f"Setting: {hard_scene}. Facial expressions: {hard_row['expression']}. Composition: {hard_composition}. "
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f"{hard_camera_sentence}"
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"All participants are consenting adults 21+. "
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f"{hard_row['positive_suffix']} Avoid: {INSTA_OF_NEGATIVE}."
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)
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@@ -1621,11 +1875,13 @@ def build_insta_of_pair(
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hard_negative = _combined_negative(INSTA_OF_NEGATIVE, extra_negative)
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soft_caption = (
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f"{active_trigger}, Insta/OF softcore mode, {descriptor}, {soft_level}, "
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f"{soft_row['item']}, {soft_row['pose']}, {soft_row['scene_text']}, {soft_row['composition']}"
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f"{soft_row['item']}, {soft_row['pose']}, {soft_row['scene_text']}, {soft_row['composition']}, "
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f"{soft_camera_config['camera_mode'].replace('_', ' ')} camera"
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)
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hard_caption = (
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f"{active_trigger}, Insta/OF hardcore mode, same primary creator descriptor, {descriptor}, "
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f"{hard_cast}, {hard_row['role_graph']}, {hard_row['item']}, {hard_scene}, {hard_composition}"
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f"{hard_cast}, {hard_row['role_graph']}, {hard_row['item']}, {hard_scene}, {hard_composition}, "
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f"{hard_camera_config['camera_mode'].replace('_', ' ')} camera"
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)
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metadata = {
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"mode": "Insta/OF",
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@@ -1641,5 +1897,9 @@ def build_insta_of_pair(
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"hardcore_row": hard_row,
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"hardcore_women_count": hard_women_count,
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"hardcore_men_count": hard_men_count,
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"softcore_camera_config": soft_camera_config,
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"hardcore_camera_config": hard_camera_config,
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"softcore_camera_directive": soft_camera_directive,
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"hardcore_camera_directive": hard_camera_directive,
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}
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return metadata
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