How to use the m2cgen.interpreters.code_generator.CodeTemplate function in m2cgen
To help you get started, we’ve selected a few m2cgen examples, based on popular ways it is used in public projects.
Secure your code as it's written. Use Snyk Code to scan source code in minutes - no build needed - and fix issues immediately.
BayesWitnesses / m2cgen / m2cgen / interpreters / python / code_generator.py View on Github 
import contextlib
from m2cgen.interpreters.code_generator import BaseCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class PythonCodeGenerator(BaseCodeGenerator):
tpl_num_value = CT("${value}")
tpl_infix_expression = CT("(${left}) ${op} (${right})")
tpl_return_statement = CT("return ${value}")
tpl_array_index_access = CT("${array_name}[${index}]")
tpl_array_convert_to_numpy = CT("np.asarray(${value})")
tpl_if_statement = CT("if ${if_def}:")
tpl_else_statement = CT("else:")
tpl_var_assignment = CT("${var_name} = ${value}")
tpl_var_declaration = CT("")
tpl_block_termination = CT("")
def add_function_def(self, name, args):
method_def = "def " + name + "("
method_def += ", ".join(args)
method_def += "):"
self.add_code_line(method_def)
self.increase_indent()
@contextlib.contextmanager
def function_definition(self, name, args):
self.add_function_def(name, args)import contextlib
from m2cgen.interpreters.code_generator import BaseCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class PythonCodeGenerator(BaseCodeGenerator):
tpl_num_value = CT("${value}")
tpl_infix_expression = CT("(${left}) ${op} (${right})")
tpl_return_statement = CT("return ${value}")
tpl_array_index_access = CT("${array_name}[${index}]")
tpl_array_convert_to_numpy = CT("np.asarray(${value})")
tpl_if_statement = CT("if ${if_def}:")
tpl_else_statement = CT("else:")
tpl_var_assignment = CT("${var_name} = ${value}")
tpl_var_declaration = CT("")
tpl_block_termination = CT("")
def add_function_def(self, name, args):
method_def = "def " + name + "("
method_def += ", ".join(args)
method_def += "):"
self.add_code_line(method_def)import contextlib
from m2cgen.interpreters.code_generator import CLikeCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class CCodeGenerator(CLikeCodeGenerator):
tpl_scalar_var_declare = CT("double ${var_name};")
tpl_vector_var_declare = CT("double ${var_name}[${size}];")
scalar_type = "double"
vector_type = "double *"
def __init__(self, *args, **kwargs):
super(CCodeGenerator, self).__init__(*args, **kwargs)
def add_function_def(self, name, args, is_scalar_output):
return_type = self.scalar_type if is_scalar_output else "void"
function_def = return_type + " " + name + "("
function_def += ", ".join([
self._get_var_type(is_vector) + " " + n
for is_vector, n in args])
function_def += ") {"import contextlib
from m2cgen.interpreters.code_generator import BaseCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class PythonCodeGenerator(BaseCodeGenerator):
tpl_num_value = CT("${value}")
tpl_infix_expression = CT("(${left}) ${op} (${right})")
tpl_return_statement = CT("return ${value}")
tpl_array_index_access = CT("${array_name}[${index}]")
tpl_array_convert_to_numpy = CT("np.asarray(${value})")
tpl_if_statement = CT("if ${if_def}:")
tpl_else_statement = CT("else:")
tpl_var_assignment = CT("${var_name} = ${value}")
tpl_var_declaration = CT("")
tpl_block_termination = CT("")
def add_function_def(self, name, args):
method_def = "def " + name + "("
method_def += ", ".join(args)
method_def += "):"
self.add_code_line(method_def)
self.increase_indent()import contextlib
from m2cgen.ast import CompOpType
from m2cgen.interpreters.code_generator import BaseCodeGenerator, CodeTemplate
class VisualBasicCodeGenerator(BaseCodeGenerator):
tpl_num_value = CodeTemplate("${value}")
tpl_infix_expression = CodeTemplate("(${left}) ${op} (${right})")
tpl_var_declaration = \
CodeTemplate("Dim ${var_name}${type_modifier} As ${var_type}")
tpl_return_statement = CodeTemplate("${func_name} = ${value}")
tpl_if_statement = CodeTemplate("If ${if_def} Then")
tpl_else_statement = CodeTemplate("Else")
tpl_block_termination = CodeTemplate("End ${block_name}")
tpl_array_index_access = CodeTemplate("${array_name}(${index})")
tpl_array_set_by_index = CodeTemplate("${array_name}(${index}) = ${value}")
tpl_var_assignment = CodeTemplate("${var_name} = ${value}")
tpl_module_definition = CodeTemplate("Module ${module_name}")
scalar_type = "Double"
def __init__(self, *args, **kwargs):
super(VisualBasicCodeGenerator, self).__init__(*args, **kwargs)
def add_return_statement(self, value, func_name):
self.add_code_line(self.tpl_return_statement(
func_name=func_name, value=value))def _get_var_declare_type(self, expr):
return NotImplemented
def _comp_op_overwrite(self, op):
return op.value
class CLikeCodeGenerator(BaseCodeGenerator):
"""
This code generator provides C-like syntax so that subclasses will only
have to provide logic for wrapping expressions into functions/classes/etc.
"""
tpl_num_value = CodeTemplate("${value}")
tpl_infix_expression = CodeTemplate("(${left}) ${op} (${right})")
tpl_var_declaration = CodeTemplate("${var_type} ${var_name};")
tpl_return_statement = CodeTemplate("return ${value};")
tpl_array_index_access = CodeTemplate("${array_name}[${index}]")
tpl_if_statement = CodeTemplate("if (${if_def}) {")
tpl_else_statement = CodeTemplate("} else {")
tpl_block_termination = CodeTemplate("}")
tpl_var_assignment = CodeTemplate("${var_name} = ${value};")def _comp_op_overwrite(self, op):
return op.value
class CLikeCodeGenerator(BaseCodeGenerator):
"""
This code generator provides C-like syntax so that subclasses will only
have to provide logic for wrapping expressions into functions/classes/etc.
"""
tpl_num_value = CodeTemplate("${value}")
tpl_infix_expression = CodeTemplate("(${left}) ${op} (${right})")
tpl_var_declaration = CodeTemplate("${var_type} ${var_name};")
tpl_return_statement = CodeTemplate("return ${value};")
tpl_array_index_access = CodeTemplate("${array_name}[${index}]")
tpl_if_statement = CodeTemplate("if (${if_def}) {")
tpl_else_statement = CodeTemplate("} else {")
tpl_block_termination = CodeTemplate("}")
tpl_var_assignment = CodeTemplate("${var_name} = ${value};")import contextlib
from m2cgen.ast import CompOpType
from m2cgen.interpreters.code_generator import CLikeCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class PowershellCodeGenerator(CLikeCodeGenerator):
tpl_var_declare = CT("${var_type}${var_name} = ${init_val}")
tpl_var_assignment = CT("${var_name} = ${value}")
tpl_array_index_access = CT("$$${array_name}[${index}]")
tpl_return_statement = CT("return ${value}")
scalar_type = "[double]"
vector_type = "[double[]]"
operator_map = {CompOpType.EQ: "-eq", CompOpType.NOT_EQ: "-ne",
CompOpType.GTE: "-ge", CompOpType.LTE: "-le",
CompOpType.GT: "-gt", CompOpType.LT: "-lt"}
def __init__(self, *args, **kwargs):
super(PowershellCodeGenerator, self).__init__(*args, **kwargs)
def add_function_def(self, name, args, is_scalar_output):
function_def = "function " + name + "("
function_def += ", ".join([
self._get_var_type(is_vector) + " $" + n
for is_vector, n in args])import contextlib
from m2cgen.ast import CompOpType
from m2cgen.interpreters.code_generator import BaseCodeGenerator, CodeTemplate
class VisualBasicCodeGenerator(BaseCodeGenerator):
tpl_num_value = CodeTemplate("${value}")
tpl_infix_expression = CodeTemplate("(${left}) ${op} (${right})")
tpl_var_declaration = \
CodeTemplate("Dim ${var_name}${type_modifier} As ${var_type}")
tpl_return_statement = CodeTemplate("${func_name} = ${value}")
tpl_if_statement = CodeTemplate("If ${if_def} Then")
tpl_else_statement = CodeTemplate("Else")
tpl_block_termination = CodeTemplate("End ${block_name}")
tpl_array_index_access = CodeTemplate("${array_name}(${index})")
tpl_array_set_by_index = CodeTemplate("${array_name}(${index}) = ${value}")
tpl_var_assignment = CodeTemplate("${var_name} = ${value}")
tpl_module_definition = CodeTemplate("Module ${module_name}")
scalar_type = "Double"
def __init__(self, *args, **kwargs):
super(VisualBasicCodeGenerator, self).__init__(*args, **kwargs)import contextlib
from m2cgen.interpreters.code_generator import BaseCodeGenerator
from m2cgen.interpreters.code_generator import CodeTemplate as CT
class PythonCodeGenerator(BaseCodeGenerator):
tpl_num_value = CT("${value}")
tpl_infix_expression = CT("(${left}) ${op} (${right})")
tpl_return_statement = CT("return ${value}")
tpl_array_index_access = CT("${array_name}[${index}]")
tpl_array_convert_to_numpy = CT("np.asarray(${value})")
tpl_if_statement = CT("if ${if_def}:")
tpl_else_statement = CT("else:")
tpl_var_assignment = CT("${var_name} = ${value}")
tpl_var_declaration = CT("")
tpl_block_termination = CT("")
def add_function_def(self, name, args):
method_def = "def " + name + "("
method_def += ", ".join(args)
method_def += "):"
self.add_code_line(method_def)
self.increase_indent()
@contextlib.contextmanager
def function_definition(self, name, args):
self.add_function_def(name, args)
yieldm2cgen
Code-generation for various ML models into native code.
Package Health Score
52 / 100Popular m2cgen functions
- m2cgen.assemblers.utils
- m2cgen.assemblers.utils.apply_op_to_expressions
- m2cgen.assemblers.utils.mul
- m2cgen.ast
- m2cgen.ast.BinNumExpr
- m2cgen.ast.BinNumOpType
- m2cgen.ast.BinNumOpType.ADD
- m2cgen.ast.BinNumOpType.MUL
- m2cgen.ast.BinVectorNumExpr
- m2cgen.ast.CompExpr
- m2cgen.ast.CompOpType
- m2cgen.ast.ExpExpr
- m2cgen.ast.FeatureRef
- m2cgen.ast.IfExpr
- m2cgen.ast.NumVal
- m2cgen.ast.PowExpr
- m2cgen.ast.SubroutineExpr
- m2cgen.ast.VectorVal
- m2cgen.interpreters.CInterpreter
- m2cgen.interpreters.code_generator.CodeTemplate