diff --git a/environments/hack0/.gitignore b/environments/hack0/.gitignore index 8123c257..1ba8994f 100644 --- a/environments/hack0/.gitignore +++ b/environments/hack0/.gitignore @@ -1,2 +1,3 @@ sample_data/ venv/ +.env diff --git a/environments/hack0/README.md b/environments/hack0/README.md index f585b27a..5c2811e9 100644 --- a/environments/hack0/README.md +++ b/environments/hack0/README.md @@ -29,4 +29,8 @@ $ sudo apt-get install libglfw3-dev libgles2-mesa-dev libnvidia-gl-570-server ``` - Use `render_stl.py` to generate images from STL files. - Use `llm_label.py` to label the STL and image files. -- Use `prepare_push_hf_dataset.py` to push the dataset to Hugging Face. \ No newline at end of file +- Use `prepare_push_hf_dataset.py` to push the dataset to Hugging Face. + +Generated run: https://wandb.ai/csxl/atropos-environments_hack0/runs/dlexyg5r +Training run (ran out of memory): https://wandb.ai/csxl/grpo-physical-trainer/runs/t61am7gu + diff --git a/environments/hack0/__init__.py b/environments/hack0/__init__.py index 7ddc4136..88f0b599 100644 --- a/environments/hack0/__init__.py +++ b/environments/hack0/__init__.py @@ -1 +1,3 @@ -# for packages +from .physical_env import PhysicalEnv + +__all__ = ["PhysicalEnv"] \ No newline at end of file diff --git a/environments/hack0/data/physical.html b/environments/hack0/data/physical.html new file mode 100644 index 00000000..cd25f82d --- /dev/null +++ b/environments/hack0/data/physical.html @@ -0,0 +1,1125 @@ + + + + + + Rendered Messages - physical.jsonl + + + +

Rendered Messages - physical.jsonl

+
+
+ Group 0 +
+
+

Content 0

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet

+

facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet

+

facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet

+

facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 -1
+ vertex 0 0 -1
+ endloop
+ endfacet

+

facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet

+

facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 0
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1479138736725757

+
+
+

Content 1

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 0
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1479138736725757

+
+
+

Content 2

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 0 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 1 0 -1
+ vertex 0 1 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 -1 0
+ vertex 1 -1 0
+ vertex 0 0 0
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 1 -1 0
+ vertex 1 0 0
+ vertex 0 0 0
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 0 2 0
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 1 1 0
+ vertex 1 2 0
+ vertex 0 2 0
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 1 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 0 -1
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 1 0
+ vertex 0 0 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 0 0 1
+ vertex 1 0 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 1 0 0
+ vertex 0 0 1
+ vertex 1 0 1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 0 0 -2
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 1 0 -1
+ vertex 1 0 -2
+ vertex 0 0 -2
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1450043556418416

+
+
+

Content 3

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ / Example shape: a rectangular prism with some features based on wireframes /
+ / Replace the following with actual geometry derived from your wireframe views /

+

/ Front face /
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 0
+ vertex 10 0 0
+ vertex 10 10 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 0
+ vertex 10 10 0
+ vertex 0 10 0
+ endloop
+ endfacet

+

/ Back face /
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 5
+ vertex 10 10 5
+ vertex 10 0 5
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 5
+ vertex 0 10 5
+ vertex 10 10 5
+ endloop
+ endfacet

+

/ Left face /
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 10 0
+ vertex 0 10 5
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 10 5
+ vertex 0 0 5
+ endloop
+ endfacet

+

/ Right face /
+ facet normal 1 0 0
+ outer loop
+ vertex 10 0 0
+ vertex 10 0 5
+ vertex 10 10 5
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 10 0 0
+ vertex 10 10 5
+ vertex 10 10 0
+ endloop
+ endfacet

+

/ Top face /
+ facet normal 0 1 0
+ outer loop
+ vertex 0 10 0
+ vertex 0 10 5
+ vertex 10 10 5
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 10 0
+ vertex 10 10 5
+ vertex 10 10 0
+ endloop
+ endfacet

+

/ Bottom face /
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 10 0 0
+ vertex 10 0 5
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 10 0 5
+ vertex 0 0 5
+ endloop
+ endfacet

+

/ Additional features such as holes or protrusions should be added similarly by defining their vertices and facets /

+

endsolid model
+<|eot_id|>

+
+

Reward: 0.13934288694625416

+
+
+

Content 4

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 0
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1479138736725757

+
+
+

Content 5

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 0
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1479138736725757

+
+
+

Content 6

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+I need to analyze the wireframe views provided to understand the shape, dimensions, and features of the 3D object. Since the views are not explicitly included here, I'll assume a typical scenario where the object might be a rectangular block with some features such as holes, cutouts, or extrusions based on common wireframe features.

+

Without the actual views, I will demonstrate a generic approach: assume a rectangular prism with optional features like holes and extrusions. I'll define key parameters:

+
    +
  • Main block dimensions: length, width, height.
    • +
  • Hole(s) parameters: position, size.
    • +
  • Additional features: extrusions or cutouts.
    • +
+

I'll generate an STL of a simple rectangular block with a central cylindrical hole.

+

Assuming:
+- Block dimensions: 50mm x 30mm x 20mm.
+- Hole diameter: 10mm, centered on the top face.

+

I'll create a mesh with triangular facets approximating these features.

+

Step 1: Define vertices for the block corners.

+

Step 2: Define circular hole perimeter vertices.

+

Step 3: Triangulate surfaces: top, bottom, sides, and the hole's wall.

+

This example creates a simple block with a through-hole.

+

Now, proceed to generate the ASCII STL content.
+

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 50 0 0
+ vertex 50 30 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 50 30 0
+ vertex 0 30 0
+ endloop
+ endfacet

+

facet normal 0 0 -1
+ outer loop
+ vertex 0 0 20
+ vertex 50 30 20
+ vertex 50 0 20
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 20
+ vertex 0 30 20
+ vertex 50 30 20
+ endloop
+ endfacet

+

! Sides of the block
+ facet normal 1 0 0
+ outer loop
+ vertex 50 0 0
+ vertex 50 0 20
+ vertex 50 30 20
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 50 0 0
+ vertex 50 30 20
+ vertex 50 30 0
+ endloop
+ endfacet

+

facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 30 0
+ vertex 0 30 20
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 30 20
+ vertex 0 0 20
+ endloop
+ endfacet

+

facet normal 0 1 0
+ outer loop
+ vertex 0 30 0
+ vertex 50 30 0
+ vertex 50 30 20
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 30 0
+ vertex 50 30 20
+ vertex 0 30 20
+ endloop
+ endfacet

+

facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 0 20
+ vertex 50 0 20
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 50 0 20
+ vertex 50 0 0
+ endloop
+ endfacet

+

! Now, creating a cylindrical hole through the block
+ ! Approximate circle with 16 segments
+ <+ define circle points for hole at center (25,15), diameter 10mm >
+ <+ For brevity, only outline the concept: the detailed vertices for the hole perimeter would be included here, and then facets connecting the perimeter to the top and bottom surfaces to simulate the hole. >

+

! For simplicity, this example omits the detailed hole facets; in a real case, we'd generate these explicitly.

+

endsolid model
+<|eot_id|>

+
+

Reward: -0.09170291530218339

+
+
+

Content 7

+
+

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

+

You are an expert in 3D modeling and computer-aided design. Your task is to analyze the blueprints or wireframe views of objects and generate the corresponding STL file content. STL (stereolithography) files represent 3D models as a collection of triangular facets.

+

You may use tags to work through your reasoning about the shape, dimensions, and geometric features of the model. Be methodical in your approach.

+

STL files can be in ASCII or binary format. For this task, generate ASCII STL content that accurately represents the 3D model shown in the provided views.

+

Your final output must be enclosed in tags, containing only the valid STL content and nothing else. The STL content should begin with'solid' and end with 'endsolid'.

+

Example of STL format:
+
+solid model
+ facet normal nx ny nz
+ outer loop
+ vertex x1 y1 z1
+ vertex x2 y2 z2
+ vertex x3 y3 z3
+ endloop
+ endfacet
+ ... more facets...
+endsolid model
+<|eot_id|><|start_header_id|>user<|end_header_id|>

+

Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

+


+solid model
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 1 0
+ endloop
+ endfacet
+ facet normal 0 0 1
+ outer loop
+ vertex 0 0 0
+ vertex 1 1 0
+ vertex 0 1 0
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 0 -1
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 0 -1
+ outer loop
+ vertex 0 0 -1
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 0
+ vertex 1 0 -1
+ endloop
+ endfacet
+ facet normal 0 -1 0
+ outer loop
+ vertex 0 0 0
+ vertex 1 0 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 0 1 0
+ outer loop
+ vertex 0 1 0
+ vertex 1 1 -1
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 0
+ vertex 0 1 -1
+ endloop
+ endfacet
+ facet normal -1 0 0
+ outer loop
+ vertex 0 0 0
+ vertex 0 1 -1
+ vertex 0 0 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 0
+ vertex 1 1 -1
+ endloop
+ endfacet
+ facet normal 1 0 0
+ outer loop
+ vertex 1 0 0
+ vertex 1 1 -1
+ vertex 1 0 -1
+ endloop
+ endfacet
+endsolid model
+<|eot_id|>

+
+

Reward: 0.1479139054617196

+
+ +
+
+ +
+ + + + diff --git a/environments/hack0/judgement_model.py b/environments/hack0/judgement_model.py new file mode 100644 index 00000000..29420144 --- /dev/null +++ b/environments/hack0/judgement_model.py @@ -0,0 +1,46 @@ +import torch +from transformers import CLIPProcessor, CLIPModel +from PIL import Image +import numpy as np + +class CLIPScorer: + def __init__(self, model_name="openai/clip-vit-base-patch32"): + self.device = "cuda" if torch.cuda.is_available() else "cpu" + try: + self.model = CLIPModel.from_pretrained(model_name).to(self.device) + self.processor = CLIPProcessor.from_pretrained(model_name) + print(f"CLIPScorer initialized on {self.device} with {model_name}") + except Exception as e: + print(f"Error initializing CLIPModel: {e}. Ensure model name is correct and you have internet.") + self.model = None + self.processor = None + raise + + @torch.no_grad() # Ensure no gradients are computed during inference + def score_images(self, images_np_list: list, target_text_description: str): + if not self.model or not self.processor: + print("CLIPScorer not properly initialized.") + return [0.0] * len(images_np_list) # Low score on error + + try: + pil_images = [Image.fromarray(img_arr.astype(np.uint8)) for img_arr in images_np_list] + + inputs = self.processor( + text=[target_text_description], # Single text prompt + images=pil_images, + return_tensors="pt", + padding=True, + truncation=True + ).to(self.device) + + outputs = self.model(**inputs) + image_text_similarity_scores = outputs.logits_per_image.squeeze().tolist() # Squeeze to remove the text dim + + if not isinstance(image_text_similarity_scores, list): # If only one image + image_text_similarity_scores = [image_text_similarity_scores] + + return image_text_similarity_scores + + except Exception as e: + print(f"Error in CLIP scoring: {e}") + return [0.0] * len(images_np_list) # Low score on error diff --git a/environments/hack0/physical_env.py b/environments/hack0/physical_env.py new file mode 100644 index 00000000..083266a5 --- /dev/null +++ b/environments/hack0/physical_env.py @@ -0,0 +1,481 @@ +import numpy as np +import trimesh +import io +import re +import wandb +import os +import glob +import random +from tqdm.asyncio import tqdm_asyncio +from typing import * + +from atroposlib.envs.base import ( + APIServerConfig, + BaseEnv, + BaseEnvConfig, + ScoredDataGroup, + EvalHandlingEnum +) +from atroposlib.type_definitions import Item, number +from atroposlib.utils.tokenize_for_trainer import tokenize_for_trainer + +# Fix the relative imports for running directly +try: + from .pyrender_utils import PyRenderOffline + from .judgement_model import CLIPScorer +except ImportError: + from pyrender_utils import PyRenderOffline + from judgement_model import CLIPScorer + +system_prompt = ( + "You are an expert in 3D modeling and computer-aided design. Your task is to analyze the " + "blueprints or wireframe views of objects and generate the corresponding STL file content. " + "STL (stereolithography) files represent 3D models as a collection of triangular facets.\n\n" + "You may use tags to work through your reasoning about the shape, " + "dimensions, and geometric features of the model. Be methodical in your approach.\n\n" + "STL files can be in ASCII or binary format. For this task, generate ASCII STL content that " + "accurately represents the 3D model shown in the provided views.\n\n" + "Your final output must be enclosed in tags, containing only the valid STL content " + "and nothing else. The STL content should begin with 'solid' and end with 'endsolid'.\n\n" + "Example of STL format:\n" + "\n" + "solid model\n" + " facet normal nx ny nz\n" + " outer loop\n" + " vertex x1 y1 z1\n" + " vertex x2 y2 z2\n" + " vertex x3 y3 z3\n" + " endloop\n" + " endfacet\n" + " ... more facets ...\n" + "endsolid model\n" + "" +) + +class PhysicalRow(TypedDict): + prompt: str + image: np.ndarray + stl: str + +class PhysicalEnv(BaseEnv): + name = "physical" + + def __init__( + self, + config: BaseEnvConfig, + server_configs: List[APIServerConfig], + slurm=True, + testing=False + ): + super().__init__(config, server_configs, slurm, testing) + self.percent_correct_buffer = list() + self.eval_metrics = list() + # Add tracking for wandb visualizations + self.rollouts_for_wandb = [] + self.completion_lengths = [] + # Initialize renderer and CLIP scorer + self.renderer = PyRenderOffline(width=224, height=224) + self.clip_scorer = CLIPScorer() + + @classmethod + def config_init(cls) -> Tuple[BaseEnvConfig, List[APIServerConfig]]: + env_config = BaseEnvConfig( + tokenizer_name="google/gemma-3-27b-it", + group_size=8, + use_wandb=True, + rollout_server_url="http://localhost:8000", + total_steps=1000, + batch_size=12, + steps_per_eval=100, + eval_handling=EvalHandlingEnum.LIMIT_TRAIN, + max_token_length=2048, + wandb_name="physical", + ) + server_configs = [ + APIServerConfig( + model_name="google/gemma-3-27b-it", + base_url="http://localhost:9001/v1", + api_key="x", + num_requests_for_eval=256, + ), + ] + + return env_config, server_configs + + async def wandb_log(self, wandb_metrics: Optional[Dict] = None): + if wandb_metrics is None: + wandb_metrics = {} + + # Try to calculate percent_correct, pass if there's a division by zero + try: + wandb_metrics["train/percent_correct"] = sum( + self.percent_correct_buffer + ) / len(self.percent_correct_buffer) + except ZeroDivisionError: + # Skip if buffer is empty + pass + + self.percent_correct_buffer = list() + for item in self.eval_metrics: + wandb_metrics[item[0]] = item[1] + self.eval_metrics = list() + # Call the parent method to handle the server metrics + await super().wandb_log(wandb_metrics) + + def load_stl_file(self, stl_path): + """Load an STL file into a trimesh object""" + try: + mesh = trimesh.load(stl_path) + return mesh + except Exception as e: + print(f"Error loading STL file {stl_path}: {e}") + return None + + def generate_query_from_images(self, images): + """Generate a query based on the rendered images of the STL file""" + # In a real implementation, this would use a vision model to generate a description + # For this simplified version, we'll use different templates to add variety + templates = [ + "Create a 3D model (STL file) for the object shown in these technical drawings. Be precise with the geometry.", + "Based on these wireframe views, generate the STL code for this 3D object. Pay attention to all visible features.", + "Using these blueprint images as reference, provide the STL file format data to recreate this 3D model.", + "These are technical views of a 3D object. Generate the STL representation that would produce this exact shape.", + "Reconstruct this 3D model from the provided wireframe views and output the STL file content." + ] + return random.choice(templates) + + async def setup(self): + # Load all STL files from sample_data + self.stl_files = glob.glob(os.path.join('sample_data', '*.stl')) + if not self.stl_files: + raise ValueError("No STL files found in the sample_data directory") + + print(f"Found {len(self.stl_files)} STL files") + + # Split files into train and test sets (80/20 split) + random.seed(42) + random.shuffle(self.stl_files) + split_idx = int(len(self.stl_files) * 0.8) + self.train_files = self.stl_files[:split_idx] + self.test_files = self.stl_files[split_idx:] + + self.iter = 0 + + def save_checkpoint(self, step, data=None): + if data is None: + data = {} + data["iter"] = self.iter + super().save_checkpoint(step, data) + + async def rollout_and_score_eval(self, stl_path: str) -> number: + # Load the STL file + mesh = self.load_stl_file(stl_path) + if mesh is None: + return 0 + + # Render the images + images = self.renderer.render_mesh_to_images(mesh) + + # Generate a query from the images + query = self.generate_query_from_images(images) + + # Get a completion from the model + completion = await self.server.chat_completion( + messages=[ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": query}, + ], + n=1, + max_tokens=self.config.max_token_length, + temperature=0.0, + split="eval", + ) + + # Extract the STL content from the completion + response_content = completion.choices[0].message.content + stl_content = self.extract_stl_content(response_content) + + # Load the original mesh directly + original_mesh = mesh + + # Save the generated STL content to a temporary file + temp_file = f"temp_generated_{random.randint(1000, 9999)}.stl" + try: + with open(temp_file, "w") as f: + f.write(stl_content) + + # Load the generated mesh + generated_mesh = trimesh.load(temp_file) + + # Score the generated mesh against the original + score = self.score_meshes_similarity(original_mesh, generated_mesh) + + # Cleanup + os.remove(temp_file) + + return score + except Exception as e: + print(f"Error processing generated STL: {e}") + if os.path.exists(temp_file): + os.remove(temp_file) + return 0 + + def extract_stl_content(self, response_content): + """Extract STL content from the model's response""" + # Find content between and tags + match = re.search(r'(.*?)', response_content, re.DOTALL) + if match: + return match.group(1).strip() + return "" + + def score_meshes_similarity(self, original_mesh, generated_mesh): + """Score the similarity between two meshes""" + # This is a simple implementation - in practice you'd want more sophisticated metrics + # Compare basic properties like number of vertices, faces, and volume + orig_stats = { + 'vertices': len(original_mesh.vertices), + 'faces': len(original_mesh.faces), + 'volume': original_mesh.volume or 1.0, + 'surface_area': original_mesh.area or 1.0 + } + + gen_stats = { + 'vertices': len(generated_mesh.vertices), + 'faces': len(generated_mesh.faces), + 'volume': generated_mesh.volume or 1.0, + 'surface_area': generated_mesh.area or 1.0 + } + + # Calculate ratios (capped at 1.0 for when generated > original) + vertex_ratio = min(gen_stats['vertices'] / max(orig_stats['vertices'], 1), 1.0) + face_ratio = min(gen_stats['faces'] / max(orig_stats['faces'], 1), 1.0) + volume_ratio = min(gen_stats['volume'] / max(orig_stats['volume'], 1), 1.0) + area_ratio = min(gen_stats['surface_area'] / max(orig_stats['surface_area'], 1), 1.0) + + # Average the ratios for a final score + score = (vertex_ratio + face_ratio + volume_ratio + area_ratio) / 4.0 + return score + + async def evaluate(self, *args, **kwargs): + eval_tasks = [] + for stl_file in self.test_files[:10]: # Limit to 10 files for evaluation to keep it manageable + eval_tasks.append(self.rollout_and_score_eval(stl_file)) + scores = await tqdm_asyncio.gather(*eval_tasks) + self.eval_metrics.append(("eval/similarity_score", sum(scores) / len(scores))) + + async def collect_trajectories(self, item: PhysicalRow) -> Tuple[ScoredDataGroup, list[Item]]: + stl_path = item["stl_path"] + mesh = self.load_stl_file(stl_path) + images = self.renderer.render_mesh_to_images(mesh) + query = self.generate_query_from_images(images) + + # For original STL content, we'll just store the file path instead of the content + # as the files may be binary and can't be simply read as text + original_stl_path = stl_path + + user_message = {"role": "user", "content": query} + + chat_completions = await self.server.chat_completion( + messages=[{"role": "system", "content": system_prompt}, user_message], + n=self.config.group_size, + max_tokens=self.config.max_token_length, + ) + + to_score = list() + to_backlog = list() + + for i, chat_completion in enumerate(chat_completions.choices): + messages = ( + {"role": "system", "content": system_prompt}, + user_message, + {"role": "assistant", "content": chat_completion.message.content}, + ) + to_score.append( + { + "messages": messages, + "original_stl_path": original_stl_path, + "images": images, + "finish_reason": chat_completion.finish_reason, + } + ) + + to_postprocess = await self.score(to_score) + return to_postprocess, to_backlog + + async def score(self, rollout_group_data) -> Union[Optional[ScoredDataGroup], List[Optional[ScoredDataGroup]]]: + scores = ScoredDataGroup() + scores["tokens"] = list() + scores["masks"] = list() + scores["scores"] = list() + + random.shuffle(rollout_group_data) + + for item in rollout_group_data: + response_content = item["messages"][-1]["content"] + stl_content = self.extract_stl_content(response_content) + + # Save the generated STL content to a temporary file + temp_file = f"temp_generated_{random.randint(1000, 9999)}.stl" + try: + with open(temp_file, "w") as f: + f.write(stl_content) + + # Load the original STL directly from its path + original_stl_path = item["original_stl_path"] + original_mesh = trimesh.load(original_stl_path) + + # Load the generated mesh + generated_mesh = trimesh.load(temp_file) + + # Score the generated mesh against the original + mesh_similarity = self.score_meshes_similarity(original_mesh, generated_mesh) + + # Generate rendered images of the produced STL + generated_images = self.renderer.render_mesh_to_images(generated_mesh) + + # Use CLIP to score the visual similarity + images_reward = 0.0 + if len(generated_images) > 0 and len(item["images"]) > 0: + # Extract query from the user message + query = item["messages"][1]["content"] + + # Score the visual similarity using CLIP + clip_scores = self.clip_scorer.score_images(generated_images, query) + images_reward = sum(clip_scores) / len(clip_scores) / 100.0 # Normalize to roughly 0-1 + + # Combine mesh similarity and image similarity for final reward + reward = 0.5 * mesh_similarity + 0.5 * images_reward + + out_dict = tokenize_for_trainer( + self.tokenizer, item["messages"], item["finish_reason"] + ) + tokens = out_dict["tokens"] + masks = out_dict["masks"] + + # Remove obviously bad examples + if len([1 for i in masks if i != -100]) < 10: + continue + + scores["tokens"].append(tokens) + scores["masks"].append(masks) + scores["scores"].append(reward) + + self.percent_correct_buffer.append(reward) + + # Clean up temporary files + os.remove(temp_file) + + if len(scores["tokens"]) >= self.config.group_size: + break + + except Exception as e: + print(f"Error in scoring: {e}") + if os.path.exists(temp_file): + os.remove(temp_file) + + # Apply length penalty if all scores are similar + if all(abs(score - scores["scores"][0]) < 0.1 for score in scores["scores"]): + token_lengths = [len(token) for token in scores["tokens"]] + if max(token_lengths) > 0: + max_allowed_length = self.config.max_token_length + length_threshold = max_allowed_length * 0.5 + + scores["scores"] = [] + for length in token_lengths: + if length <= length_threshold: + scores["scores"].append(1.0) + else: + percentage_of_range = (length - length_threshold) / ( + max_allowed_length - length_threshold + ) + percentage_of_range = min(percentage_of_range, 1.0) + scores["scores"].append(1.0 - percentage_of_range) + + if all([scores["scores"][0] == score for score in scores["scores"]]): + return None # If all the same, we return None + + return scores + + async def get_next_item(self) -> PhysicalRow: + stl_path = self.train_files[self.iter % len(self.train_files)] + self.iter += 1 + + # Load the STL file and render it + mesh = self.load_stl_file(stl_path) + if mesh is None: + # Skip this file and try the next one if there's an issue + return await self.get_next_item() + + # Render the mesh to get images + images = self.renderer.render_mesh_to_images(mesh) + + # Generate a query from the images + query = self.generate_query_from_images(images) + + # Return a row with the prompt, image, and path to the STL file + return { + "prompt": query, + "image": images[0] if images else np.zeros((224, 224, 3), dtype=np.uint8), + "stl_path": stl_path + } + + @classmethod + async def test_sample_stl(cls): + """Test loading and rendering a sample STL file""" + # Create temporary environment instance + env_config = BaseEnvConfig( + tokenizer_name="google/gemma-3-27b-it", + group_size=8, + use_wandb=False, + rollout_server_url="http://localhost:8000", + total_steps=1000, + batch_size=12, + steps_per_eval=100, + eval_handling=EvalHandlingEnum.LIMIT_TRAIN, + max_token_length=2048, + wandb_name="physical_test", + ) + + server_configs = [ + APIServerConfig( + model_name="google/gemma-3-27b-it", + base_url="http://localhost:9001/v1", + api_key="x", + num_requests_for_eval=256, + ), + ] + + env = cls(env_config, server_configs, slurm=False, testing=True) + + # Find sample STL files + stl_files = glob.glob(os.path.join('sample_data', '*.stl')) + if not stl_files: + print("No STL files found in sample_data/") + return + + # Test loading and rendering the first file + print(f"Testing with STL file: {stl_files[0]}") + mesh = env.load_stl_file(stl_files[0]) + if mesh is None: + print("Failed to load STL file") + return + + print(f"Loaded mesh with {len(mesh.vertices)} vertices and {len(mesh.faces)} faces") + + # Render the mesh + try: + images = env.renderer.render_mesh_to_images(mesh) + print(f"Successfully rendered {len(images)} images") + + # Save the first image for inspection + from PIL import Image + img = Image.fromarray(images[0]) + img.save("test_render.png") + print("Saved test render to test_render.png") + except Exception as e: + print(f"Error rendering: {e}") + + print("Test completed") + +if __name__ == "__main__": + PhysicalEnv.cli() diff --git a/environments/hack0/physical_server.py b/environments/hack0/physical_server.py new file mode 100644 index 00000000..e69de29b diff --git a/environments/hack0/test_stl_env.py b/environments/hack0/test_stl_env.py new file mode 100644 index 00000000..e4021580 --- /dev/null +++ b/environments/hack0/test_stl_env.py @@ -0,0 +1,54 @@ +#!/usr/bin/env python3 +""" +Test script for the PhysicalEnv that loads and processes STL files +""" +import os +import asyncio +import random +from physical_env import PhysicalEnv, BaseEnvConfig, APIServerConfig, EvalHandlingEnum + +async def test_render_stl(): + """Test loading and rendering an STL file""" + # Create a test environment + env_config = BaseEnvConfig( + tokenizer_name="google/gemma-3-27b-it", + group_size=8, + use_wandb=False, + rollout_server_url="http://localhost:8000", + total_steps=1000, + batch_size=12, + steps_per_eval=100, + eval_handling=EvalHandlingEnum.LIMIT_TRAIN, + max_token_length=2048, + wandb_name="physical_test", + ) + + server_configs = [ + APIServerConfig( + model_name="google/gemma-3-27b-it", + base_url="http://localhost:9001/v1", + api_key="x", + num_requests_for_eval=256, + ), + ] + + print("Creating test environment") + env = PhysicalEnv(env_config, server_configs, slurm=False, testing=True) + + print("Setting up environment") + await env.setup() + + # Test get_next_item + print("Testing get_next_item") + try: + item = await env.get_next_item() + print(f"Got item: {item['prompt']}") + print(f"Image shape: {item['image'].shape}") + print(f"STL path: {item['stl_path']}") + except Exception as e: + print(f"Error getting next item: {e}") + + print("Test completed successfully") + +if __name__ == "__main__": + asyncio.run(test_render_stl()) \ No newline at end of file diff --git a/uv.lock b/uv.lock index 5dfb97c0..b7b28dcb 100644 --- a/uv.lock +++ b/uv.lock @@ -1,4 +1,5 @@ version = 1 +revision = 2 requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.13' and sys_platform == 'linux'", @@ -15,18 +16,18 @@ resolution-markers = [ name = "aiofiles" version = "24.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = 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