def eval_argument(expr):
"""
Evaluate argument of workspace method call.
"""
if not hasattr(expr, "lineno"):
setattr(expr, "lineno", 0)
return eval(compile(Expression(expr), "<unknown>", 'eval'), context)
def visit_FunctionDef(self, function_def):
if function_def.decorator_list and self.IsToDo(
function_def.decorator_list[0]):
call = function_def.decorator_list[0]
function_name = function_def.name
if call.args:
date = ast.literal_eval(call.args[0])
date = datetime.datetime(*date)
else:
date = None
if date is not None and call.keywords:
expr = Expression(call.keywords[0].value)
b = compile(expr, '', 'eval')
days = eval(b)
else:
days = None
self.todos.append({
'function_name': function_name,
'date': date,
'days': days,
'lineno': function_def.lineno,
})
def matchValue(self, node):
# This method could have undesirable side-effects, but conditions in
# requirements should not have side-effects to begin with
try:
code = compile(Expression(node), '<internal>', 'eval')
value = eval(code, dict(self.namespace))
except Exception:
return None
return value
def _compile(e, **kwargs):
if kwargs:
e = call(lamb(*kwargs.keys())(e), **kwargs)
if isinstance(e, Module):
mode = "exec"
else:
mode = "eval"
e = Expression(e)
fix_missing_locations(e)
return compile(e, "<string>", mode)
def eval_code(code_str, context):
# Avoid depending on six unless running mathcode directive
from six import exec_
mod = parse(code_str, '<string>', 'exec')
last_line = mod.body.pop() if isinstance(mod.body[-1], Expr) else None
to_exec = compile(mod, '<string>', 'exec')
exec_(to_exec, None, context)
if last_line is None:
return None
to_eval = compile(Expression(last_line.value), '<string>', 'eval')
return eval(to_eval, None, context)
def matchValue(self, node):
"""Match any expression which can be evaluated, returning its value.
This method could have undesirable side-effects, but conditions in
requirements should not have side-effects to begin with.
"""
try:
code = compile(Expression(node), '<internal>', 'eval')
value = eval(code, dict(self.namespace))
except Exception:
return None
return value
def solve(part, s):
if part == 1:
s = s.replace("*", "-")
else:
s = s.replace("+", "tmp").replace("*", "+").replace("tmp", "*")
module = parse(s)
bin_op = module.body[0].value
if part == 1:
replace_ops_1(bin_op)
else:
replace_ops_2(bin_op)
exe = compile(Expression(body=bin_op), filename="", mode="eval")
val = eval(exe)
return val
def arts_agenda(func):
"""
Parse python method as ARTS agenda
This decorator can be used to define ARTS agendas using python function syntax.
The function should have one arguments which is assumed to be a Workspace instance.
All expressions inside the function must be calls to ARTS WSMs. The result is an
Agenda object that can be used to copied into a named ARTS agenda
Example:
>>> @arts_agenda
>>> def inversion_iterate_agenda(ws):
>>> ws.x2artsStandard()
>>> ws.atmfields_checkedCalc()
>>> ws.atmgeom_checkedCalc()
>>> ws.yCalc()
>>> ws.VectorAddVector(ws.yf, ws.y, ws.y_baseline)
>>> ws.jacobianAdjustAfterIteration()
>>>
>>> ws.Copy(ws.inversion_iterate_agenda, inversion_iterate_agenda)
"""
source = getsource(func)
source = unindent(source)
ast = parse(source)
func_ast = ast.body[0]
if not type(func_ast) == FunctionDef:
raise Exception("ARTS agenda definition can only decorate function definiitons.")
args = func_ast.args.args
try:
arg_name = func_ast.args.args[0].arg
except:
raise Exception("Agenda definition needs workspace arguments.")
ws = Workspace(0)
context = copy(func.__globals__)
context.update({arg_name : ws})
# Add resolved non-local variables from closure.
nls, _, _, _ = getclosurevars(func)
context.update(nls)
#
# Helper functions
#
callback_body = []
def callback_make_fun(body):
"""
Helper function that creates a wrapper function around
python code to be executed withing an ARTS agenda.
"""
m = Module(body)
def callback(ptr):
try:
context[arg_name].ptr = ptr
eval(compile(m , "<unknown>", 'exec'), context)
except Exception as e:
logger.error(r"Exception in Python callback:\n", e)
context[arg_name].ptr = None
callback_body = []
return callback
def eval_argument(expr):
"""
Evaluate argument of workspace method call.
"""
if not hasattr(expr, "lineno"):
setattr(expr, "lineno", 0)
return eval(compile(Expression(expr), "<unknown>", 'eval'), context)
# Create agenda
a_ptr = arts_api.create_agenda(func.__name__.encode())
agenda = Agenda(a_ptr)
illegal_statement_exception = Exception(
"Agenda definitions may only contain calls to WSMs of the"
"workspace argument " + arg_name + " or INCLUDE statements.")
#
# Here the body of the function definition is traversed. Cases
# that are treated specieal are INCLUDE statements and calls
# of workspace methods. Remaining statements are accumulated
# in callback_body and then added to the agenda as a single callback.
#
for e in func_ast.body:
if not isinstance(e, Expr):
callback_body += [e]
continue
else:
call = e.value
if not isinstance(call, Call):
callback_body += [e]
continue
# Include statement
if type(call.func) == Name:
if not call.func.id == "INCLUDE":
callback_body += [e]
else:
args = []
for a in call.args:
args.append(eval_argument(a))
include = Include(*args)
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
arts_api.agenda_append(agenda.ptr, include.agenda.ptr)
else:
att = call.func.value
if not att.id == arg_name:
callback_body += [e]
continue
# Extract method name.
name = call.func.attr
# m is not a workspace method
if not name in workspace_methods:
callback_body += [e]
continue
# m is a workspace method.
m = workspace_methods[name]
args = [ws, m]
for a in call.args:
# Handle starred expression
if type(a) == Starred:
bs = eval_argument(a.value)
for b in bs:
args.append(b)
continue
args.append(eval_argument(a))
# Extract keyword arguments
kwargs = dict()
for k in call.keywords:
kwargs[k.arg] = eval(
compile(Expression(k.value), "<unknown>", 'eval'),
context)
# Add function to agenda
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
agenda.add_method(*args, **kwargs)
# Check if there's callback code left to add to the agenda.
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
return agenda
def arts_agenda(func):
"""
Parse python method as ARTS agenda
This decorator can be used to define ARTS agendas using python function syntax.
The function should have one arguments which is assumed to be a Workspace instance.
All expressions inside the function must be calls to ARTS WSMs. The result is an
Agenda object that can be used to copied into a named ARTS agenda
Example:
>>> @arts_agenda
>>> def inversion_iterate_agenda(ws):
>>> ws.x2artsStandard()
>>> ws.atmfields_checkedCalc()
>>> ws.atmgeom_checkedCalc()
>>> ws.yCalc()
>>> ws.VectorAddVector(ws.yf, ws.y, ws.y_baseline)
>>> ws.jacobianAdjustAfterIteration()
>>>
>>> ws.Copy(ws.inversion_iterate_agenda, inversion_iterate_agenda)
"""
source = getsource(func)
ast = parse(source)
func_ast = ast.body[0]
if not type(func_ast) == FunctionDef:
raise Exception(
"ARTS agenda definition can only decorate function definiitons.")
args = func_ast.args.args
try:
arg_name = func_ast.args.args[0].arg
except:
raise Exception("Agenda definition needs workspace arguments.")
ws = Workspace()
context = func.__globals__
context[arg_name] == ws
# Create agenda
a_ptr = arts_api.create_agenda(func.__name__.encode())
agenda = Agenda(a_ptr)
for e in func_ast.body:
if not type(e.value) == Call:
raise Exception("Agendas may only contain call expressions.")
# Extract workspace object.
try:
call = e.value
att = call.func.value
if not att.id == arg_name:
raise (Exception(
"Agenda definition may only contain call to WSMs of the " +
"workspace argument " + arg_name + "."))
except:
raise (Exception(
"Agenda definition may only contain call to WSMs of the " +
"workspace argument " + arg_name + "."))
# Extract method name.
try:
name = call.func.attr
m = workspace_methods[name]
if not type(m) == WorkspaceMethod:
raise Exception(name + " is not a known WSM.")
except:
raise Exception(name + " is not a known WSM.")
# Extract positional arguments
args = [ws, m]
for a in call.args:
args.append(
eval(compile(Expression(a), "<unknown>", 'eval'), context))
# Extract keyword arguments
kwargs = dict()
for k in call.keywords:
kwargs[k.arg] = eval(
compile(Expression(k.value), "<unknown>", 'eval'), context)
# Add function to agenda
agenda.add_method(*args, **kwargs)
return agenda
def transformAssign(self, node):
# Only transform constant assignments
if not is_const(node.expr):
return self._transform_children(node)
# '__foo' names come from each lhs name at the head of the assignment:
# 'l = a,b = 0,1' -> 'l = a,b = __a,__b', { '__a':0, '__b':1 }
#
# Unpack the rhs enough to map each '__foo' name to a value.
# 'a,l = 0,[1,2]' -> 'a,l = __a,__l', { '__a':0, '__l':[1,2] }
# 'a,l = 2' -> SyntaxError
def lvalue_name(node):
'Construct a "magic" name to represent an l-value.'
prefix = sep = '__'
dot = '_'
if isinstance(node, AssName):
return prefix + node.name
elif isinstance(node, AssAttr):
name = node.attrname
expr = node.expr
while isinstance(expr, Getattr):
name = sep.join([expr.attrname, name])
expr = expr.expr
if isinstance(expr, Name):
expr_name = expr.name
else:
expr_name = dot
return prefix + sep.join([expr_name, name])
# In these trees, strings and tuples are leaves
leaves = (str, tuple, AssAttr, AssName)
tree_zip = partial(tree.tree_zip, leaves=leaves)
flatten = partial(tree.flatten, leaves=leaves)
tree_embeds = partial(tree.tree_embeds, leaves=leaves)
# Grab the (right-most) lhs and the rhs
lhs, rhs = node.nodes[-1], node.expr
# Associate constants with l-value names
if not tree_embeds(lhs, rhs):
raise SyntaxError('Not enough r-values to unpack: %s' % node)
zipped = flatten(tree_zip(lhs, rhs))
const_ast_for = map_keys(lambda v: lvalue_name(v), dict(zipped))
# Gather name<->const mappings for names we haven't seen before
name_for = {}
for name in list(const_ast_for.keys()):
if name not in list(self.const_for.keys()):
self.const_for[name] = eval_ast(Expression(
const_ast_for[name]))
assert const_ast_for[name] not in name_for
name_for[const_ast_for[name]] = name
class C(Transformer):
def transform(self, node):
if isinstance(node, Node) and node in list(name_for.keys()):
return Name(name_for[node])
else:
return super(C, self).transform(node)
return Assign(node.nodes, C().transform(rhs))
def arts_agenda(func):
"""
Parse python method as ARTS agenda
This decorator can be used to define ARTS agendas using python function syntax.
The function should have one arguments which is assumed to be a Workspace instance.
All expressions inside the function must be calls to ARTS WSMs. The result is an
Agenda object that can be used to copied into a named ARTS agenda
Example:
>>> @arts_agenda
>>> def inversion_iterate_agenda(ws):
>>> ws.x2artsStandard()
>>> ws.atmfields_checkedCalc()
>>> ws.atmgeom_checkedCalc()
>>> ws.yCalc()
>>> ws.VectorAddVector(ws.yf, ws.y, ws.y_baseline)
>>> ws.jacobianAdjustAfterIteration()
>>>
>>> ws.Copy(ws.inversion_iterate_agenda, inversion_iterate_agenda)
"""
source = getsource(func)
source = unindent(source)
ast = parse(source)
func_ast = ast.body[0]
if not type(func_ast) == FunctionDef:
raise Exception(
"ARTS agenda definition can only decorate function definiitons.")
args = func_ast.args.args
try:
arg_name = func_ast.args.args[0].arg
except:
raise Exception("Agenda definition needs workspace arguments.")
ws = Workspace()
context = copy(func.__globals__)
context.update({arg_name: ws})
# Add resolved non-local variables from closure.
nls, _, _, _ = getclosurevars(func)
context.update(nls)
def eval_argument(expr):
if not hasattr(expr, "lineno"):
setattr(expr, "lineno", 0)
return eval(compile(Expression(expr), "<unknown>", 'eval'), context)
# Create agenda
a_ptr = arts_api.create_agenda(func.__name__.encode())
agenda = Agenda(a_ptr)
illegal_statement_exception = Exception(
"Agenda definitions may only contain calls to WSMs of the"
"workspace argument " + arg_name + " or INCLUDE statements.")
for e in func_ast.body:
try:
call = e.value
except:
raise Exception("Agendas may only contain call expressions.")
# Include statement
if type(call.func) == Name:
if not call.func.id == "INCLUDE":
raise illegal_statement_exception
else:
args = []
for a in call.args:
args.append(eval_argument(a))
include = Include(*args)
arts_api.agenda_append(agenda.ptr, include.agenda.ptr)
else:
att = call.func.value
if not att.id == arg_name:
raise illegal_statement_exception
# Extract method name.
try:
name = call.func.attr
m = workspace_methods[name]
if not type(m) == WorkspaceMethod:
raise Exception(name + " is not a known WSM.")
except:
raise Exception(name + " is not a known WSM.")
# Extract positional arguments
args = [ws, m]
for a in call.args:
# Handle starred expression
if type(a) == Starred:
bs = eval_argument(a.value)
for b in bs:
args.append(b)
continue
args.append(eval_argument(a))
# Extract keyword arguments
kwargs = dict()
for k in call.keywords:
kwargs[k.arg] = eval(
compile(Expression(k.value), "<unknown>", 'eval'), context)
# Add function to agenda
agenda.add_method(*args, **kwargs)
return agenda
def eval_argument(expr):
if not hasattr(expr, "lineno"):
setattr(expr, "lineno", 0)
return eval(compile(Expression(expr), "<unknown>", 'eval'), context)
def handleExpression(p):
return Expression(p[0])
def Disjunction(expr1: Expression, expr2: Expression) -> Expression:
"""Return expression which is the disjunction of `expr1` and `expr2`."""
expr = Expression(ast.BoolOp(ast.Or(), [expr1.body, expr2.body]))
return ast.fix_missing_locations(expr)
def Negation(expr: Expression) -> Expression:
"""Return expression which is the negation of `expr`."""
expr = Expression(_negate(expr.body))
return ast.fix_missing_locations(expr)
def parse_function(func, allow_callbacks):
"""
Parse python method as ARTS agenda
Args:
func: The function object to parse.
allow_callbacks: Whether to allow callbacks in the agenda.
Return:
An 'Agenda' object containing the code in the given function.
"""
source = getsource(func)
source = unindent(source)
ast = parse(source)
func_ast = ast.body[0]
if not type(func_ast) == FunctionDef:
raise Exception("ARTS agenda definition can only decorate function definitions.")
args = func_ast.args.args
try:
arg_name = func_ast.args.args[0].arg
except:
raise Exception("Agenda definition needs workspace arguments.")
ws = Workspace(0)
context = copy(func.__globals__)
context.update({arg_name : ws})
# Add resolved non-local variables from closure.
nls, _, _, _ = getclosurevars(func)
context.update(nls)
#
# Helper functions
#
callback_body = []
def callback_make_fun(body):
"""
Helper function that creates a wrapper function around
python code to be executed withing an ARTS agenda.
"""
if sys.version_info >= (3, 8):
# https://bugs.python.org/issue35894#msg334808
m = Module(body, [])
else:
m = Module(body)
def callback(ptr):
try:
context[arg_name].ptr = ptr
eval(compile(m , "<unknown>", 'exec'), context)
except Exception as e:
logger.error(r"Exception in Python callback:\n", e)
context[arg_name].ptr = None
callback_body = []
return callback
def eval_argument(expr):
"""
Evaluate argument of workspace method call.
"""
if not hasattr(expr, "lineno"):
setattr(expr, "lineno", 0)
return eval(compile(Expression(expr), "<unknown>", 'eval'), context)
# Create agenda
a_ptr = arts_api.create_agenda(func.__name__.encode())
agenda = Agenda(a_ptr)
illegal_statement_exception = Exception(
"Pure ARTS agenda definitions may only contain calls to WSMs of"
" the workspace argument '{arg_name}' or INCLUDE statements."
" If you want to allow Python callbacks you need to use"
" the '@arts_agenda' decorator with the 'allow_callbacks'"
" keyword argument set to 'True'."
)
#
# Here the body of the function definition is traversed. Cases
# that are treated specieal are INCLUDE statements and calls
# of workspace methods. Remaining statements are accumulated
# in callback_body and then added to the agenda as a single callback.
#
for e in func_ast.body:
if not isinstance(e, Expr):
if allow_callbacks:
callback_body += [e]
continue
else:
raise illegal_statement_exception
else:
call = e.value
if not isinstance(call, Call):
if isinstance(call, Str):
continue
elif allow_callbacks:
callback_body += [e]
continue
else:
raise illegal_statement_exception
# Include statement
if type(call.func) == Name:
if call.func.id != "INCLUDE":
if allow_callbacks:
callback_body += [e]
else:
raise illegal_statement_exception
else:
args = []
for a in call.args:
args.append(eval_argument(a))
include = Include(*args)
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
arts_api.agenda_append(agenda.ptr, include.agenda.ptr)
else:
att = call.func.value
if not att.id == arg_name:
callback_body += [e]
continue
# Extract method name.
name = call.func.attr
# m is not a workspace method
if name not in workspace_methods:
if allow_callbacks:
callback_body += [e]
continue
else:
raise ValueError(
f"{name} is not a know ARTS WSM."
)
# m is a workspace method.
m = workspace_methods[name]
args = [ws, m]
kwargs = dict()
for a in call.args:
# Handle starred expression
if type(a) == Starred:
bs = eval_argument(a.value)
for b in bs:
args.append(b)
else:
args.append(eval_argument(a))
# Extract keyword arguments
for k in call.keywords:
if k.arg is None:
d = eval(compile(Expression(k.value), "<unknown>", 'eval'),
context)
kwargs.update(d)
else:
kwargs[k.arg] = eval(compile(Expression(k.value),
"<unknown>", 'eval'),
context)
# Add function to agenda
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
agenda.add_method(*args, **kwargs)
# Check if there's callback code left to add to the agenda.
if len(callback_body) > 0:
agenda.add_callback(callback_make_fun(callback_body))
callback_body = []
return agenda