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"""
This module provides functions for editing traces as if they were tapes you can trim, reverse, etc.
"""
import numpy as np
from public import public
from typing import Union, Tuple, Any
from .trace import Trace
@public
def trim(trace: Trace, start: int = None, end: int = None) -> Trace:
"""
Trim the `trace` samples, output contains samples between the `start` and `end` indices.
:param trace:
:param start:
:param end:
:return:
"""
if start is None:
start = 0
if end is None:
end = len(trace.samples)
if start > end:
raise ValueError("Invalid trim arguments.")
return trace.with_samples(trace.samples[start:end].copy())
@public
def reverse(trace: Trace) -> Trace:
"""
Reverse the samples of the `trace`.
:param trace:
:return:
"""
return trace.with_samples(np.flipud(trace.samples))
@public
def pad(
trace: Trace,
lengths: Union[Tuple[int, int], int],
values: Union[Tuple[Any, Any], Any] = (0, 0),
) -> Trace:
"""
Pad the samples of the `trace` by `values` at the beginning and end.
:param trace:
:param lengths: How much to pad at the beginning and end, either symmetric (if integer) or asymmetric (if tuple).
:param values: What value to pad with, either symmetric or asymmetric (if tuple).
:return:
"""
if not isinstance(lengths, tuple):
lengths = (lengths, lengths)
if not isinstance(values, tuple):
values = (values, values)
return trace.with_samples(
np.pad(trace.samples, lengths, "constant", constant_values=values)
)
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