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Taddeüs Kroes
trs
Commits
30700670
Commit
30700670
authored
Mar 08, 2012
by
Taddeus Kroes
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Added some derivative rules.
parent
d2cfb91d
Changes
3
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3 changed files
with
157 additions
and
0 deletions
+157
-0
src/rules/derivatives.py
src/rules/derivatives.py
+104
-0
src/rules/utils.py
src/rules/utils.py
+13
-0
tests/test_rules_derivatives.py
tests/test_rules_derivatives.py
+40
-0
No files found.
src/rules/derivatives.py
0 → 100644
View file @
30700670
from
itertools
import
combinations
from
.utils
import
find_variables
from
..node
import
Scope
,
OP_DERIV
,
ExpressionNode
as
N
,
ExpressionLeaf
as
L
from
..possibilities
import
Possibility
as
P
,
MESSAGES
from
..translate
import
_
def
der
(
f
,
x
=
None
):
return
N
(
'der'
,
f
,
x
)
if
x
else
N
(
'der'
,
f
)
def
get_derivation_variable
(
node
,
variables
=
None
):
"""
Find the variable to derive over.
>>> print get_derivation_variable(der(L('x')))
'x'
"""
if
len
(
node
)
>
1
:
assert
node
[
1
].
is_identifier
()
return
node
[
1
].
value
if
not
variables
:
variables
=
find_variables
(
node
)
if
len
(
variables
)
>
1
:
# FIXME: Use first variable, sorted alphabetically?
#return sorted(variables)[0]
raise
ValueError
(
'More than 1 variable in implicit derivative: '
+
', '
.
join
(
variables
))
if
not
len
(
variables
):
return
None
return
list
(
variables
)[
0
]
def
match_constant_derivative
(
node
):
"""
der(x) -> 1
der(x, x) -> 1
der(x, y) -> x
der(n) -> 0
"""
assert
node
.
is_op
(
OP_DERIV
)
variables
=
find_variables
(
node
[
0
])
var
=
get_derivation_variable
(
node
,
variables
=
variables
)
if
not
var
or
var
not
in
variables
:
return
[
P
(
node
,
zero_derivative
,
())]
if
(
node
[
0
]
==
node
[
1
]
if
len
(
node
)
>
1
else
node
[
0
].
is_variable
()):
return
[
P
(
node
,
one_derivative
,
())]
return
[]
def
one_derivative
(
root
,
args
):
"""
der(x) -> 1
der(x, x) -> 1
"""
return
L
(
1
)
MESSAGES
[
one_derivative
]
=
_
(
'Variable {0[0]} has derivative 1.'
)
def
zero_derivative
(
root
,
args
):
"""
der(n) -> 0
"""
return
L
(
0
)
MESSAGES
[
zero_derivative
]
=
_
(
'Constant {0[0]} has derivative 0.'
)
def
match_variable_power
(
node
):
"""
der(x ^ n) -> n * x ^ (n - 1)
der(x ^ n, x) -> n * x ^ (n - 1)
der(x ^ f(x)) -> n * x ^ (n - 1)
"""
assert
node
.
is_op
(
OP_DERIV
)
if
node
[
0
].
is_power
():
x
,
n
=
node
[
0
]
if
x
.
is_variable
():
return
[
P
(
node
,
variable_power
,
())]
return
[]
def
variable_power
(
root
,
args
):
"""
der(x ^ n, x) -> n * x ^ (n - 1)
"""
x
,
n
=
args
return
n
*
x
^
(
n
-
1
)
src/rules/utils.py
View file @
30700670
...
...
@@ -71,3 +71,16 @@ def partition(callback, iterable):
(
a
if
callback
(
item
)
else
b
).
append
(
item
)
return
a
,
b
def
find_variables
(
node
):
"""
Find all variables in a node.
"""
if
node
.
is_variable
():
return
set
([
node
.
value
])
if
not
node
.
is_leaf
:
return
reduce
(
lambda
a
,
b
:
a
|
b
,
map
(
find_variables
,
node
))
return
set
()
tests/test_rules_derivatives.py
0 → 100644
View file @
30700670
from
src.rules.derivatives
import
get_derivation_variable
,
\
match_constant_derivative
,
one_derivative
,
zero_derivative
from
src.possibilities
import
Possibility
as
P
from
tests.rulestestcase
import
RulesTestCase
,
tree
class
TestRulesDerivatives
(
RulesTestCase
):
def
test_get_derivation_variable
(
self
):
xy
,
x
,
l1
=
tree
(
'der(xy, x), der(x), der(1)'
)
self
.
assertEqual
(
get_derivation_variable
(
xy
),
'x'
)
self
.
assertEqual
(
get_derivation_variable
(
x
),
'x'
)
self
.
assertIsNone
(
get_derivation_variable
(
l1
))
self
.
assertRaises
(
ValueError
,
tree
,
'der(xy)'
)
def
test_match_constant_derivative
(
self
):
root
=
tree
(
'der(x)'
)
self
.
assertEqualPos
(
match_constant_derivative
(
root
),
[
P
(
root
,
one_derivative
,
())])
root
=
tree
(
'der(x, x)'
)
self
.
assertEqualPos
(
match_constant_derivative
(
root
),
[
P
(
root
,
one_derivative
,
())])
root
=
tree
(
'der(x, y)'
)
self
.
assertEqualPos
(
match_constant_derivative
(
root
),
[
P
(
root
,
zero_derivative
,
())])
root
=
tree
(
'der(2)'
)
self
.
assertEqualPos
(
match_constant_derivative
(
root
),
[
P
(
root
,
zero_derivative
,
())])
def
test_one_derivative
(
self
):
root
=
tree
(
'der(x)'
)
self
.
assertEqual
(
one_derivative
(
root
,
()),
1
)
def
test_zero_derivative
(
self
):
root
=
tree
(
'der(1)'
)
self
.
assertEqual
(
zero_derivative
(
root
,
()),
0
)
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