stepping-and-rendering

name	stepping-and-rendering
description	Running a simulation step to produce rendered frames. Use when user asks to render a frame, step the renderer, simulate a sensor, or get an image from ovrtx.
license	LicenseRef-NvidiaProprietary
version	0.3.0
author	NVIDIA ovrtx
tags	["ovrtx","rendering","stepping"]
tools	["Read","Grep"]

Stepping and Rendering

When to Use

Use this skill when the user asks to render a frame, step the renderer, simulate a sensor, or get an image from ovrtx.

Inputs

Resolve inputs in this order: existing repository files and referenced snippets, explicit user request, then broader agent context.

• Target API surface: Python, C/C++, or both.
• Application lifecycle stage: renderer creation, scene loading, stepping, warmup, output readback, or cleanup.
• Repository source snippets referenced below. Treat these snippets as the API source of truth.

Prerequisites

• Use an ovrtx checkout that contains the referenced examples and docs tests.
• Read the relevant > **Source:** snippet before writing or explaining API usage.
• For code changes, preserve renderer lifecycle ordering and cleanup semantics for the selected language.

Instructions

1. Identify the requested language and lifecycle stage before choosing an example.
2. Read the referenced snippet that matches the requested stage and language.
3. Preserve the normal ovrtx order: create or initialize the renderer, load or compose USD, step or wait for work, read outputs when needed, then release C resources explicitly.
4. Apply the async, status-query, error-handling, and warmup skills when the workflow crosses those concerns.
5. When changing code, run the narrow example or docs test that owns the snippet whenever practical.

Output Format

• For explanations, cite the relevant API names, source snippets, and caveats.
• For code changes, summarize the files changed, snippets affected, and validation run.

Scripts

This skill has no scripts.

Limitations

• The referenced snippets remain the source of truth; update or add tested snippets before documenting new API usage.

Overview

After loading USD content, you render frames by calling step(). Each step advances the simulation by delta_time and produces output for the specified render products (cameras/sensors). The result contains a hierarchy of products, frames, and render variables that can be mapped to access pixel data.

Python

Single frame

Source: examples/python/minimal/main.py snippet step

Iterate over results

Source: examples/python/minimal/main.py snippet read-render-output

Render loop

Source: tests/docs/python/test_camera_sensors.py snippet doc-step-and-map-camera-outputs

Reset simulation time

Source: tests/docs/python/test_support_api.py snippet doc-reset-async

renderer.reset(time=0.0) resets accumulated simulation time (distinct from reset_stage()).

C

Step, wait, fetch

Source: examples/c/minimal/main.cpp snippet step-renderer

Followed by: examples/c/minimal/main.cpp snippet fetch-results

Iterate over C results

Source: examples/c/minimal/main.cpp snippet find-output-helper

Key Types / Functions

Python	C
renderer.step(products, dt)	ovrtx_step() + ovrtx_wait_op() + ovrtx_fetch_results()
renderer.step_async(products, dt)	ovrtx_step() (always async)
renderer.reset(time)	ovrtx_reset(renderer, time)
RenderProductSetOutputs	ovrtx_render_product_set_outputs_t
ProductOutput	ovrtx_render_product_output_t
FrameOutput	ovrtx_render_product_frame_output_t
RenderVarOutput	ovrtx_render_product_render_var_output_t

Result hierarchy:

RenderProductSetOutputs
  -> ProductOutput (one per render product path)
    -> FrameOutput (one per frame produced during the step)
      -> RenderVarOutput (one per output variable: LdrColor, HdrColor, depth, etc.)

Troubleshooting

• In C, you must call ovrtx_destroy_results() after processing to free resources. ovrtx will warn if results are leaked.
• delta_time controls sensor simulation timing. A camera without motion blur produces one frame per step regardless of delta.
• The render product paths must match actual RenderProduct prims in the USD stage.
• In Python, RenderProductSetOutputs auto-destroys on garbage collection. Step result metadata is released when products falls out of scope; live render-var mappings and their DLPack views are unaffected (they have their own independent lifetime).

References

• Use the > **Source:** directives in this skill to locate tested snippets before reusing API patterns.
• Keep related skills, docs, and snippets synchronized when changing the workflow.