Source code for nabla.utils.formatting

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# Nabla 2025
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# Licensed under the Apache License, Version 2.0 (the "License");
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"""Utility functions for formatting and displaying array shapes and dtypes."""

from __future__ import annotations

from typing import Any

from ..core.array import Array

# ANSI color codes
light_purple = "\033[94m"
purple = "\033[95m"
reset = "\033[0m"


[docs] def format_dtype(dtype: Any) -> str: """Format dtype for display.""" # Convert DType to string representation dtype_str = str(dtype).lower() if "float32" in dtype_str: return "f32" elif "float64" in dtype_str: return "f64" elif "int32" in dtype_str: return "i32" elif "int64" in dtype_str: return "i64" else: return dtype_str
[docs] def format_shape_and_dtype(array: Array) -> str: """Format shape and dtype in JAX style with batch_dims numbers in blue and everything else in purple.""" dtype_str = format_dtype(array.dtype) # Build the dimension string dims_parts = [] # Add batch dimensions with blue numbers if array.batch_dims: batch_dims_colored = [] for dim in array.batch_dims: batch_dims_colored.append(f"{light_purple}{dim}{purple}") batch_dims_str = f"{purple},{purple}".join(batch_dims_colored) dims_parts.append(batch_dims_str) # Add shape dimensions in purple if array.shape: shape_str = f"{purple},{purple}".join(map(str, array.shape)) dims_parts.append(shape_str) # Combine dimensions with comma separator and wrap everything in purple if dims_parts: all_dims = f"{purple},{purple}".join(dims_parts) return f"{purple}{dtype_str}[{all_dims}]{reset}" else: return f"{purple}{dtype_str}[]{reset}"