def params(mps):
s = Html()
with table(s):
# header
with tr(s, style=backgrounds[0]):
s += "<td/>"
with th(s, title="Variable name"):
s += "Name"
with th(s, title="Value of parameter"):
s += "Value"
with th(s, title="Hesse error"):
s += "Hesse Error"
with th(s, title="Minos lower error"):
s += "Minos Error-"
with th(s, title="Minos upper error"):
s += "Minos Error+"
with th(s, title="Lower limit of the parameter"):
s += "Limit-"
with th(s, title="Upper limit of the parameter"):
s += "Limit+"
with th(s, title="Is the parameter fixed in the fit"):
s += "Fixed"
mes = mps.merrors
# body
for i, mp in enumerate(mps):
if mes and mp.name in mes:
me = mes[mp.name]
v, e, mem, mep = format_numbers(mp.value, mp.error, me.lower,
me.upper)
else:
e, v = format_numbers(mp.error, mp.value)
mem = ''
mep = ''
with tr(s, style=backgrounds[(i + 1) % 2]):
with td(s):
s += str(i)
with td(s):
s += mp.name
with td(s):
s += v
with td(s):
s += e
with td(s):
s += mem
with td(s):
s += mep
with td(s):
s += '%.3G' % mp.lower_limit if mp.lower_limit is not None else ''
with td(s):
s += '%.3G' % mp.upper_limit if mp.upper_limit is not None else ''
with td(s):
s += 'yes' if mp.is_fixed else (
'CONST' if mp.is_const else '')
return str(s)
def params(mps):
s = Html()
with table(s):
# header
with tr(s, style=backgrounds[0]):
s += "<td/>"
with th(s, title="Variable name"):
s += "Name"
with th(s, title="Value of parameter"):
s += "Value"
with th(s, title="Hesse error"):
s += "Hesse Error"
with th(s, title="Minos lower error"):
s += "Minos Error-"
with th(s, title="Minos upper error"):
s += "Minos Error+"
with th(s, title="Lower limit of the parameter"):
s += "Limit-"
with th(s, title="Upper limit of the parameter"):
s += "Limit+"
with th(s, title="Is the parameter fixed in the fit"):
s += "Fixed"
mes = mps.merrors
# body
for i, mp in enumerate(mps):
if mes and mp.name in mes:
me = mes[mp.name]
v, e, mem, mep = format_numbers(mp.value, mp.error, me.lower, me.upper)
else:
e, v = format_numbers(mp.error, mp.value)
mem = ''
mep = ''
with tr(s, style=backgrounds[(i + 1) % 2]):
with td(s):
s += str(i)
with td(s):
s += mp.name
with td(s):
s += v
with td(s):
s += e
with td(s):
s += mem
with td(s):
s += mep
with td(s):
s += '%.3G' % mp.lower_limit if mp.lower_limit is not None else ''
with td(s):
s += '%.3G' % mp.upper_limit if mp.upper_limit is not None else ''
with td(s):
s += 'yes' if mp.is_fixed else ('CONST' if mp.is_const else '')
return str(s)
def matrix(m):
is_correlation = True
for i in range(len(m)):
if m[i][i] != 1.0:
is_correlation = False
break
if not is_correlation:
n = len(m)
args = []
for mi in m:
for mj in mi:
args.append(mj)
nums = format_numbers(*args)
grad = Gradient(
(-1.0, 120.0, 120.0, 250.0),
(0.0, 250.0, 250.0, 250.0),
(1.0, 250.0, 100.0, 100.0),
)
s = Html()
with table(s):
with tr(s):
s += "<td/>\n"
for v in m.names:
with th(s):
s += v
for i, v in enumerate(m.names):
with tr(s):
with th(s):
s += v
for j in range(len(m.names)):
val = m[i][j]
if is_correlation:
if i == j:
with td(s):
s += " 1.00"
else:
color = grad.rgb(val)
with td(s, style="background-color:" + color):
s += "%5.2f" % val
else:
if i == j:
with td(s):
s += nums[n * i + j]
else:
color = grad.rgb(val / (m[i][i] * m[j][j])**0.5)
with td(s, style="background-color:" + color):
s += nums[n * i + j]
return str(s)
def merror(me):
mel, meu = format_numbers(me.lower, me.upper)
s = Html()
with table(s):
with tr(s):
with th(s, title="Parameter name"):
s += me.name
with td(s,
colspan="2",
style=good(me.is_valid, True),
align="center"):
s += 'Valid' if me.is_valid else 'Invalid'
with tr(s):
with td(s, title="Lower and upper minos error of the parameter"):
s += "Error"
with td(s):
s += mel
with td(s):
s += meu
with tr(s):
with td(s, title="Validity of lower/upper minos error"):
s += "Valid"
with td(s, style=good(me.lower_valid, True)):
s += "%s" % me.lower_valid
with td(s, style=good(me.upper_valid, True)):
s += "%s" % me.upper_valid
with tr(s):
with td(s, title="Did scan hit limit of any parameter?"):
s += "At Limit"
with td(s, style=good(me.at_lower_limit, False)):
s += "%s" % me.at_lower_limit
with td(s, style=good(me.at_upper_limit, False)):
s += "%s" % me.at_upper_limit
with tr(s):
with td(s, title="Did scan hit function call limit?"):
s += "Max FCN"
with td(s, style=good(me.at_lower_max_fcn, False)):
s += "%s" % me.at_lower_max_fcn
with td(s, style=good(me.at_upper_max_fcn, False)):
s += "%s" % me.at_upper_max_fcn
with tr(s):
with td(s, title="New minimum found when doing scan?"):
s += "New Min"
with td(s, style=good(me.lower_new_min, False)):
s += "%s" % me.lower_new_min
with td(s, style=good(me.upper_new_min, False)):
s += "%s" % me.upper_new_min
return str(s)
def matrix(m):
is_correlation = True
for i in range(len(m)):
if m[i][i] != 1.0:
is_correlation = False
break
if not is_correlation:
n = len(m)
args = []
for mi in m:
for mj in mi:
args.append(mj)
nums = format_numbers(*args)
s = Html()
with table(s):
with tr(s):
s += "<td/>\n"
for v in m.names:
with th(s):
s += v
for i, v in enumerate(m.names):
with tr(s):
with th(s):
s += v
for j in range(len(m.names)):
val = m[i][j]
if is_correlation:
if i == j:
with td(s):
s += "1.00"
else:
color = Gradient.rgb_color_for(val)
with td(s, style="background-color:"+color):
s += "%.2f" % val
else:
if i == j:
with td(s):
s += nums[n*i + j]
else:
color = Gradient.rgb_color_for(val / (m[i][i] * m[j][j]) ** 0.5)
with td(s, style="background-color:"+color):
s += nums[n*i + j]
return str(s)
def merror(me):
mel, meu = format_numbers(me.lower, me.upper)
s = Html()
with table(s):
with tr(s):
with th(s, title="Parameter name"):
s += me.name
with td(s, colspan="2", style=good(me.is_valid, True), align="center"):
s += 'Valid' if me.is_valid else 'Invalid'
with tr(s):
with td(s, title="Lower and upper minos error of the parameter"):
s += "Error"
with td(s):
s += mel
with td(s):
s += meu
with tr(s):
with td(s, title="Validity of lower/upper minos error"):
s += "Valid"
with td(s, style=good(me.lower_valid, True)):
s += "%s" % me.lower_valid
with td(s, style=good(me.upper_valid, True)):
s += "%s" % me.upper_valid
with tr(s):
with td(s, title="Did scan hit limit of any parameter?"):
s += "At Limit"
with td(s, style=good(me.at_lower_limit, False)):
s += "%s" % me.at_lower_limit
with td(s, style=good(me.at_upper_limit, False)):
s += "%s" % me.at_upper_limit
with tr(s):
with td(s, title="Did scan hit function call limit?"):
s += "Max FCN"
with td(s, style=good(me.at_lower_max_fcn, False)):
s += "%s" % me.at_lower_max_fcn
with td(s, style=good(me.at_upper_max_fcn, False)):
s += "%s" % me.at_upper_max_fcn
with tr(s):
with td(s, title="New minimum found when doing scan?"):
s += "New Min"
with td(s, style=good(me.lower_new_min, False)):
s += "%s" % me.lower_new_min
with td(s, style=good(me.upper_new_min, False)):
s += "%s" % me.upper_new_min
return str(s)
def test_format_numbers():
assert repr_text.format_numbers(1.2567, 0.1234) == ("1.26", "0.12")
assert repr_text.format_numbers(1.2567e3, 0.1234e3) == ("1260", "120")
assert repr_text.format_numbers(1.2567e4, 0.1234e4) == ("1.26E4", "0.12E4")
assert repr_text.format_numbers(1.2567e-1, 0.1234e-1) == ("0.126", "0.012")
assert repr_text.format_numbers(1.2567e-2, 0.1234e-2) == ("1.26E-2", "0.12E-2")
assert repr_text.format_numbers(0, 1, -1) == ("0.0", "1.0", "-1.0")
assert repr_text.format_numbers(2, -1, 1) == ("2.0", "-1.0", "1.0")
assert repr_text.format_numbers(2.01, -1.01, 1.01) == ("2.0", "-1.0", "1.0")
assert repr_text.format_numbers(1.999, -0.999, 0.999) == ("2.0", "-1.0", "1.0")
assert repr_text.format_numbers(1, 0.5, -0.5) == ("1.0", "0.5", "-0.5")
assert repr_text.format_numbers(1.0, 1e-10) == ("1.000", "0.000")
assert repr_text.format_numbers(1.234567e11, -1.234567e-11) == ("1.235E11", "-0.000E11")
def test_format_numbers():
assert repr_text.format_numbers(1.2567, 0.1234) == ("1.26", "0.12")
assert repr_text.format_numbers(1.2567e3, 0.1234e3) == ("1260", "120")
assert repr_text.format_numbers(1.2567e4, 0.1234e4) == ("1.26E4", "0.12E4")
assert repr_text.format_numbers(1.2567e-1, 0.1234e-1) == ("0.126", "0.012")
assert repr_text.format_numbers(1.2567e-2,
0.1234e-2) == ("1.26E-2", "0.12E-2")
assert repr_text.format_numbers(1.0, 0.0, 0.25) == ("1.00", "0.00", "0.25")
assert repr_text.format_numbers(0, 1, -1) == (" 0.0", " 1.0", "-1.0")
assert repr_text.format_numbers(2, -1, 1) == (" 2.0", "-1.0", " 1.0")
assert repr_text.format_numbers(2.01, -1.01,
1.01) == (" 2.0", "-1.0", " 1.0")
assert repr_text.format_numbers(1.999, -0.999,
0.999) == (" 2.0", "-1.0", " 1.0")
assert repr_text.format_numbers(1, 0.5, -0.5) == (" 1.0", " 0.5", "-0.5")
assert repr_text.format_numbers(1.0, 1e-10) == ("1.0", "0.0")
assert repr_text.format_numbers(1.234567e11,
-1.234567e-11) == (" 1.2E11", "-0.0E11")