214 lines
8.6 KiB
Python
214 lines
8.6 KiB
Python
from __future__ import annotations
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from dataclasses import dataclass
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from typing import Any
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try:
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from . import generate_prompt_batches as g
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from . import pov_policy
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from . import row_camera as row_camera_policy
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from . import row_expression as row_expression_policy
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from . import row_rendering as row_rendering_policy
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except ImportError: # Allows local smoke tests from the repository root.
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import generate_prompt_batches as g
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import pov_policy
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import row_camera as row_camera_policy
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import row_expression as row_expression_policy
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import row_rendering as row_rendering_policy
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@dataclass(frozen=True)
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class CustomRowAssemblyRequest:
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row_number: int
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start_index: int
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category: dict[str, Any]
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subcategory: dict[str, Any]
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item: Any
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context: dict[str, Any]
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subject_type: str
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item_text: str
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item_name: str
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item_axis_values: dict[str, Any]
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item_template_metadata: dict[str, Any]
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formatter_hints: dict[str, Any]
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item_label: str
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style: str
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positive_suffix: str
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negative_prompt: str
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scene_slug: str
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scene: str
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scene_entry: dict[str, Any]
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pose: str
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expression: str
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shared_expression: str
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character_expressions: list[str]
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character_expression_text: str
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expression_disabled: bool
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expression_intensity: float | None
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expression_intensity_source: str
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composition: str
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source_composition: str
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composition_entry: dict[str, Any]
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role_graph: str
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source_role_graph: str
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action_family: str
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position_family: str
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position_key: str
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position_keys: list[str]
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pov_character_labels: list[str]
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cast_descriptors: list[str]
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cast_descriptor_text: str
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seed_config: dict[str, Any]
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hardcore_position_config: dict[str, Any] | None = None
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location_config: dict[str, Any] | None = None
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composition_config: dict[str, Any] | None = None
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content_seed_axis: str = "content"
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count_adjustment: dict[str, Any] | None = None
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applied_profile: dict[str, Any] | None = None
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profile_status: str = "none"
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applied_slot: dict[str, Any] | None = None
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slot_status: str = "none"
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character_slots: list[dict[str, Any]] | None = None
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def assemble_custom_row(request: CustomRowAssemblyRequest) -> dict[str, Any]:
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r = request
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render_context = dict(r.context)
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pov_prompt_directive = pov_policy.pov_prompt_directive(r.pov_character_labels)
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render_context.update(
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{
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"trigger": g.TRIGGER,
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"main_category": r.category["name"],
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"subcategory": r.subcategory["name"],
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"category": r.category["name"],
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"item": r.item_text,
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"item_name": r.item_name,
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"item_label": r.item_label,
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"style": r.style,
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"scene": r.scene,
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"scene_slug": r.scene_slug,
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"scene_entry": r.scene_entry,
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"pose": r.pose,
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"expression": r.expression,
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"shared_expression": r.shared_expression,
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"character_expressions": r.character_expressions,
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"character_expression_text": r.character_expression_text,
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"expression_enabled": not r.expression_disabled,
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"expression_disabled": r.expression_disabled,
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"expression_intensity": r.expression_intensity,
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"expression_intensity_source": r.expression_intensity_source,
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"composition": r.composition,
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"composition_entry": r.composition_entry,
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"source_composition": r.source_composition,
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"composition_prompt": row_camera_policy.composition_prompt(r.composition),
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"composition_config": r.composition_config or {},
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"role_graph": r.role_graph,
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"source_role_graph": r.source_role_graph,
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"action_family": r.action_family,
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"position_family": r.position_family,
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"position_key": r.position_key,
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"position_keys": r.position_keys,
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"pov_character_labels": r.pov_character_labels,
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"pov_prompt_directive": pov_prompt_directive,
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"cast_descriptors": r.cast_descriptor_text,
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"positive_suffix": r.positive_suffix,
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"negative_prompt": r.negative_prompt,
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}
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)
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rendered = row_rendering_policy.render_prompt_caption(
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item=r.item,
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subcategory=r.subcategory,
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category=r.category,
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subject_type=r.subject_type,
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context=render_context,
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cast_descriptor_text=r.cast_descriptor_text,
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pov_prompt_directive=pov_prompt_directive if r.pov_character_labels else "",
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)
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batch = max(1, ((r.row_number - 1) // g.BATCH_SIZE) + 1)
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index = r.start_index + r.row_number - 1
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row = g.row_base(
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index,
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batch,
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render_context["subject"],
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render_context["age"],
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render_context["body"],
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r.scene_slug,
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r.composition,
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)
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row.update(
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{
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"prompt": rendered["prompt"],
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"caption": rendered["caption"],
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"negative_prompt": r.negative_prompt,
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"expression": r.expression,
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"main_category": r.category["name"],
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"subcategory": r.subcategory["name"],
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"category_slug": r.category["slug"],
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"subcategory_slug": r.subcategory["slug"],
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"subject_type": r.subject_type,
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"subject_phrase": render_context.get("subject_phrase", ""),
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"body_phrase": render_context.get("body_phrase", ""),
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"skin": render_context.get("skin", ""),
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"hair": render_context.get("hair", ""),
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"eyes": render_context.get("eyes", ""),
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"style": r.style,
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"item": r.item_text,
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"item_label": r.item_label,
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"positive_suffix": r.positive_suffix,
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"custom_item": r.item_name,
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"item_axis_values": r.item_axis_values,
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"item_template_metadata": r.item_template_metadata,
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"formatter_hints": r.formatter_hints,
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"scene_text": r.scene,
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"scene_entry": r.scene_entry,
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"location_theme": (r.location_config or {}).get("theme", ""),
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"scene_theme": r.scene_entry.get("theme", "") or (
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(r.location_config or {}).get("theme", "")
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if (r.location_config or {}).get("apply_mode") == "replace"
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else ""
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),
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"location_config": r.location_config or {},
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"pose": r.pose,
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"seed_config": r.seed_config,
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"hardcore_position_config": r.hardcore_position_config or {},
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"content_seed_axis": r.content_seed_axis,
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"role_graph": r.role_graph,
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"source_role_graph": r.source_role_graph,
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"action_family": r.action_family,
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"position_family": r.position_family,
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"position_key": r.position_key,
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"position_keys": r.position_keys,
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"source_composition": r.source_composition,
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"composition_entry": r.composition_entry,
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"composition_theme": (r.composition_config or {}).get("theme", ""),
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"pov_character_labels": r.pov_character_labels,
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"pov_prompt_directive": pov_prompt_directive,
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"shared_expression": r.shared_expression,
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"character_expressions": r.character_expressions,
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"character_expression_text": r.character_expression_text,
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"expression_enabled": not r.expression_disabled,
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"expression_disabled": r.expression_disabled,
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"cast_summary": render_context.get("cast_summary", ""),
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"cast_descriptors": r.cast_descriptors,
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"cast_descriptor_text": r.cast_descriptor_text,
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"scene_kind": render_context.get("scene_kind", ""),
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"women_count": render_context.get("women_count", ""),
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"men_count": render_context.get("men_count", ""),
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"person_count": render_context.get("person_count", ""),
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"cast_count_adjustment": r.count_adjustment if r.subject_type == "configured_cast" else {},
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"character_profile": r.applied_profile or {},
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"character_profile_status": r.profile_status,
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"character_slot": r.applied_slot or {},
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"character_slot_status": r.slot_status,
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"character_cast_slots": r.character_slots or [],
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"expression_intensity": r.expression_intensity,
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"expression_intensity_source": r.expression_intensity_source,
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"source": "json_category",
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}
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)
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if render_context.get("figure"):
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row["figure"] = render_context["figure"]
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if r.expression_disabled:
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row = row_expression_policy.disable_row_expression(row, r.expression_intensity_source)
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return row
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