Source code for nabla.utils.formatting
# ===----------------------------------------------------------------------=== #
# Nabla 2025
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ===----------------------------------------------------------------------=== #
"""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}"