# coding: utf-8
# ------------------------------------------------------------------------------
# Copyright (C) 2019 Maximilian Stahlberg
#
# This file is part of PICOS.
#
# PICOS is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# PICOS is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
# ------------------------------------------------------------------------------
"""Console output helpers related to formatting."""
from __future__ import print_function
import re
import sys
from contextlib import contextmanager
from math import ceil, floor
from . import glyphs
from .apidoc import api_end, api_start
_API_START = api_start(globals())
# -------------------------------
HEADER_WIDTH = 35 #: Character length of headers and footers printed by PICOS.
[docs]@contextmanager
def box(title, caption, subtitle=None, symbol="-", width=HEADER_WIDTH,
show=True):
"""Print both a header above and a footer below the context.
:param str title: The (long) main title printed at the top.
:param str caption: The (short) caption printed at the bottom.
:param str subtitle: The (long) subtitle printed at the top.
:param str symbol: A single character used to draw lines.
:param int width: The width of the box.
:param bool show: Whether anything should be printed at all.
"""
if show:
print_header(title, subtitle, symbol, width)
yield
print_footer(caption, symbol, width)
else:
yield
[docs]@contextmanager
def picos_box(show=True):
"""Print a PICOS header above and a PICOS footer below the context."""
from .__init__ import __version__ as picosVer
with box("PICOS {}".format(picosVer), "PICOS", symbol="=", show=show):
yield
[docs]@contextmanager
def solver_box(longName, shortName, subSolver=None, show=True):
"""Print a solver header above and a solver footer below the context."""
subtitle = "via {}".format(subSolver) if subSolver else None
with box(longName, shortName, subtitle, show=show):
yield
[docs]def doc_cat(docstring, append):
"""Append to a docstring."""
if not docstring:
raise ValueError("Empty base docstring.")
if not append:
return docstring
lines = [line for line in docstring.splitlines() if line.strip()]
i = len(lines[1]) - len(lines[1].lstrip()) if len(lines) > 1 else 0
append = "\n".join(" "*i + line for line in append.splitlines())
return docstring.rstrip() + "\n\n" + append
[docs]def detect_range(sequence, asQuadruple=False, asStringTemplate=False,
shortString=False):
"""Return a Python range mirroring the given integer sequence.
:param sequence: An integer sequence that can be mirrored by a Python range.
:param bool asQuadruple: Whether to return a quadruple with factor, inner
shift, outer shift, and length, formally ``(a, i, o, n)`` such that
``[a*(x+i)+o for x in range(n)]`` mirrors the input sequence.
:param bool asStringTemplate: Whether to return a format string that, if
instanciated with numbers from ``0`` to ``len(sequence) - 1``, yields
math expression strings that describe the input sequence members.
:param bool shortString: Whether to return condensed string templates that
are designed to be instanciated with an index character string. Requires
asStringTemplate to be ``True``.
:raises TypeError: If the input is not an integer sequence.
:raises ValueError: If the input cannot be mirrored by a Python range.
:returns: A range object, a quadruple of numbers, or a format string.
:Example:
>>> from picos.formatting import detect_range as dr
>>> R = range(7,30,5)
>>> S = list(R)
>>> S
[7, 12, 17, 22, 27]
>>> # By default, returns a matching range object:
>>> dr(S)
range(7, 28, 5)
>>> dr(S) == R
True
>>> # Sequence elements can also be decomposed w.r.t. range(len(S)):
>>> a, i, o, n = dr(S, asQuadruple=True)
>>> [a*(x+i)+o for x in range(n)] == S
True
>>> # The same decomposition can be returned in a string representation:
>>> dr(S, asStringTemplate=True)
'5·({} + 1) + 2'
>>> # Short string representations are designed to accept index names:
>>> dr(S, asStringTemplate=True, shortString=True).format("i")
'5(i+1)+2'
>>> dr(range(0,100,5), asStringTemplate=True, shortString=True).format("i")
'5i'
>>> dr(range(10,100), asStringTemplate=True, shortString=True).format("i")
'i+10'
:Example:
>>> # This works with decreasing ranges as well.
>>> R2 = range(10,4,-2)
>>> S2 = list(R2)
>>> S2
[10, 8, 6]
>>> dr(S2)
range(10, 5, -2)
>>> dr(S2) == R2
True
>>> a, i, o, n = dr(S2, asQuadruple=True)
>>> [a*(x+i)+o for x in range(n)] == S2
True
>>> T = dr(S2, asStringTemplate=True, shortString=True)
>>> [T.format(i) for i in range(len(S2))]
['-2(0-5)', '-2(1-5)', '-2(2-5)']
"""
if asQuadruple and asStringTemplate:
raise ValueError(
"Can only return a quadruple or a string template, not both.")
if shortString and not asStringTemplate:
raise ValueError("Enabling 'shortString' requires 'asStringTemplate'.")
if len(sequence) == 0:
if asQuadruple:
return 0, 0, 0, 0
elif asStringTemplate:
return ""
else:
return range(0)
first = sequence[0]
last = sequence[-1]
next = last + (1 if first <= last else -1)
length = len(sequence)
if not isinstance(first, int) or not isinstance(last, int):
raise TypeError("Not an integer container.")
# Determine potential integer step size.
if length > 1:
step = (last - first) / (length - 1)
else:
step = 1
if int(step) != step:
raise ValueError("Cannot be mirrored by a Python range.")
step = int(step)
# Determine potential range.
range_ = range(first, next, step)
for position, number in enumerate(range_):
if sequence[position] != number:
raise ValueError("Cannot be mirrored by a Python range.")
if asQuadruple or asStringTemplate:
# Compute inner and outer shift.
innerShift = first // step
outerShift = first % step
# Verify our finding.
assert last // step + 1 - innerShift == length
assert step*(0 + innerShift) + outerShift == first
assert step*((length - 1) + innerShift) + outerShift == last
if asQuadruple:
return step, innerShift, outerShift, length
elif shortString:
string = "{{}}{:+d}".format(innerShift) if innerShift else "{}"
if step != 1 and innerShift:
string = "{}({})".format("-" if step == -1 else step, string)
elif step != 1:
string = "{}{}".format("-" if step == -1 else step, string)
string = "{}{:+d}".format(string, outerShift) \
if outerShift else string
# TODO: Something like the following is needed in case replacement
# happens for a factor in a multiplication.
# if (innerShift and step == 1) or outerShift:
# string = "({})".format(string)
return string
else:
glyph = glyphs.add("{}", innerShift) if innerShift else "{}"
glyph = glyphs.mul(step, glyph) if step != 1 else glyph
glyph = glyphs.add(glyph, outerShift) if outerShift else glyph
return glyph
else:
return range_
[docs]def natsorted(strings, key=None):
"""Sort the given list of strings naturally with respect to numbers."""
def natsplit(string):
parts = re.split(r"([+-]?\d*\.?\d+)", string)
split = []
for part in parts:
try:
split.append(float(part))
except ValueError:
split.append(part)
return split
if key:
return sorted(strings, key=lambda x: natsplit(key(x)))
else:
return sorted(strings, key=natsplit)
[docs]def parameterized_string(
strings, replace=r"-?\d+", context=r"\W", placeholders="ijklpqr",
fallback="?"):
"""Find a string template for the given (algebraic) strings.
Given a list of strings with similar structure, finds a single string with
placeholders and an expression that denotes how to instantiate the
placeholders in order to obtain each string in the list.
The function is designed to take a number of symbolic string representations
of math expressions that differ only with respect to indices.
:param list strings:
The list of strings to compare.
:param str replace:
A regular expression describing the bits to replace with placeholders.
:param str context:
A regular expression describing context characters that need to be
present next to the bits to be replaced with placeholders.
:param placeholders:
An iterable of placeholder strings. Usually a string, so that each of
its characters becomes a placeholder.
:param str fallback:
A fallback placeholder string, if the given placeholders are not
sufficient.
:returns:
A tuple of two strings, the first being the template string and the
second being a description of the placeholders used.
:Example:
>>> from picos.formatting import parameterized_string as ps
>>> ps(["A[{}]".format(i) for i in range(5, 31)])
('A[i+5]', 'i ∈ [0…25]')
>>> ps(["A[{}]".format(i) for i in range(5, 31, 5)])
('A[5(i+1)]', 'i ∈ [0…5]')
>>> S=["A[0]·B[2]·C[3]·D[5]·F[0]",
... "A[1]·B[1]·C[6]·D[6]·F[0]",
... "A[2]·B[0]·C[9]·D[9]·F[0]"]
>>> ps(S)
('A[i]·B[-(i-2)]·C[3(i+1)]·D[j]·F[0]', '(i,j) ∈ zip([0…2],[5,6,9])')
"""
if len(strings) == 0:
return "", ""
elif len(strings) == 1:
return strings[0], ""
for string in strings:
if not isinstance(string, str):
raise TypeError("First argument must be a list of strings.")
def split_with_context(string, match, context):
pattern = r"(?<={0}){1}(?={0})".format(context, match)
return re.split(pattern, string)
def findall_with_context(string, match, context):
pattern = r"(?<={0}){1}(?={0})".format(context, match)
return re.findall(pattern, string)
# The skeleton of a string is the part not matched by 'replace' and
# surrounded by 'context', and it must be the same for all strings.
skeleton = split_with_context(strings[0], replace, context)
for string in strings[1:]:
if skeleton != split_with_context(string, replace, context):
raise ValueError("Strings do not have a common skeleton.")
# The slots are the parts that are matched by 'replace' and surrounded by
# 'context' and should be filled with the placeholders.
slotToValues = []
for string in strings:
slotToValues.append(findall_with_context(string, replace, context))
slotToValues = list(zip(*slotToValues))
# Verify that slots are always surrounded by (empty) skeleton strings.
assert len(skeleton) == len(slotToValues) + 1
# Find slots with the same value in each string; add them to the skeleton.
for slot in range(len(slotToValues)):
if len(set(slotToValues[slot])) == 1:
skeleton[slot + 1] =\
skeleton[slot] + slotToValues[slot][0] + skeleton[slot + 1]
skeleton[slot] = None
slotToValues[slot] = None
skeleton = [s for s in skeleton if s is not None]
slotToValues = [v for v in slotToValues if v is not None]
# We next build a mapping from slots to (few) placeholder indices.
slotToIndex = {}
nextIndex = 0
# Find slots whose values form a range, and build string templates that lift
# a placeholder to a formula denoting sequence elements (e.g. "i" → "2i+1").
# All such slots share the first placeholder (with index 0).
slotToTemplate = {}
for slot, values in enumerate(slotToValues):
try:
slotToTemplate[slot] = detect_range([int(v) for v in values],
asStringTemplate=True, shortString=True)
except ValueError:
pass
else:
slotToIndex[slot] = 0
nextIndex = 1
# Find slots with identical value in each string and assign them the same
# placeholder.
valsToIndex = {}
for slot, values in enumerate(slotToValues):
if slot in slotToIndex:
# The slot holds a range.
continue
if values in valsToIndex:
slotToIndex[slot] = valsToIndex[values]
else:
slotToIndex[slot] = nextIndex
valsToIndex[values] = nextIndex
nextIndex += 1
# Define a function that maps slots to their placeholder symbols.
def placeholder(slot):
index = slotToIndex[slot]
return placeholders[index] if index < len(placeholders) else fallback
# Assemble the string template (with values replaced by placeholders).
template = ""
for slot in range(len(slotToIndex)):
if slot in slotToTemplate:
ph = slotToTemplate[slot].format(placeholder(slot))
else:
ph = placeholder(slot)
template += skeleton[slot] + ph
template += skeleton[-1]
# Collect the placeholdes that were used, and their domains.
usedPHs, domains = [], []
indices = set()
for slot, index in slotToIndex.items():
values = slotToValues[slot]
if index in indices:
continue
else:
indices.add(index)
usedPHs.append(placeholder(slot))
if slot in slotToTemplate:
domains.append(glyphs.intrange(0, len(values) - 1))
elif len(values) > 4:
domains.append(glyphs.intrange(
",".join(values[:2]) + ",", "," + ",".join(values[-2:])))
else:
domains.append(glyphs.interval(",".join(values)))
# Make sure used placeholders and their domains match in number.
assert len(usedPHs) == len(domains)
# Assemble occuring placeholders and ther joint domain (the data).
if len(domains) == 0:
data = ""
else:
if len(domains) == 1:
usedPHs = usedPHs[0]
domain = domains[0]
else:
usedPHs = "({})".format(",".join(usedPHs))
domain = "zip({})".format(",".join(domains))
data = glyphs.element(usedPHs, domain)
return template, data
# --------------------------------------
__all__ = api_end(_API_START, globals())