Module opshin.util

Expand source code
from _ast import Name, Store, ClassDef, FunctionDef, Load
from collections import defaultdict
from copy import copy, deepcopy
import logging

import typing

import ast
from dataclasses import dataclass

import pycardano
from frozendict import frozendict
from frozenlist2 import frozenlist

import uplc.ast as uplc
import pluthon as plt
from hashlib import sha256

OPSHIN_LOGGER = logging.getLogger("opshin")
OPSHIN_LOG_HANDLER = logging.StreamHandler()
OPSHIN_LOGGER.addHandler(OPSHIN_LOG_HANDLER)


class FileContextFilter(logging.Filter):
    """
    This is a filter which injects contextual information into the log.

    The information is about the currently inspected AST node.
    The information needs to be updated inside the NodeTransformer and NodeVisitor classes.
    """

    file_name = "unknown"
    node: ast.AST = None

    def filter(self, record):

        if self.node is None:
            record.lineno = 1
            record.col_offset = 0
            record.end_lineno = 1
            record.end_col_offset = 0
        else:
            record.lineno = self.node.lineno
            record.col_offset = self.node.col_offset
            record.end_lineno = self.node.end_lineno
            record.end_col_offset = self.node.end_col_offset
        return True


OPSHIN_LOG_CONTEXT_FILTER = FileContextFilter()
OPSHIN_LOG_HANDLER.addFilter(OPSHIN_LOG_CONTEXT_FILTER)


def distinct(xs: list):
    """Returns true iff the list consists of distinct elements"""
    return len(xs) == len(set(xs))


class TypedNodeTransformer(ast.NodeTransformer):
    def visit(self, node):
        """Visit a node."""
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        node_class_name = node.__class__.__name__
        if node_class_name.startswith("Typed"):
            node_class_name = node_class_name[len("Typed") :]
        method = "visit_" + node_class_name
        visitor = getattr(self, method, self.generic_visit)
        return visitor(node)


class TypedNodeVisitor(ast.NodeVisitor):
    def visit(self, node):
        """Visit a node."""
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        node_class_name = node.__class__.__name__
        if node_class_name.startswith("Typed"):
            node_class_name = node_class_name[len("Typed") :]
        method = "visit_" + node_class_name
        visitor = getattr(self, method, self.generic_visit)
        return visitor(node)


class CompilerError(Exception):
    def __init__(self, orig_err: Exception, node: ast.AST, compilation_step: str):
        self.orig_err = orig_err
        self.node = node
        self.compilation_step = compilation_step


class CompilingNodeTransformer(TypedNodeTransformer):
    step = "Node transformation"

    def visit(self, node):
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        try:
            return super().visit(node)
        except Exception as e:
            if isinstance(e, CompilerError):
                raise e
            raise CompilerError(e, node, self.step)


class NoOp(CompilingNodeTransformer):
    """A variation of the Compiling Node transformer that performs no changes"""

    pass


class CompilingNodeVisitor(TypedNodeVisitor):
    step = "Node visiting"

    def visit(self, node):
        try:
            return super().visit(node)
        except Exception as e:
            if isinstance(e, CompilerError):
                raise e
            raise CompilerError(e, node, self.step)


def data_from_json(j: typing.Dict[str, typing.Any]) -> uplc.PlutusData:
    if "bytes" in j:
        return uplc.PlutusByteString(bytes.fromhex(j["bytes"]))
    if "int" in j:
        return uplc.PlutusInteger(int(j["int"]))
    if "list" in j:
        return uplc.PlutusList(frozenlist(list(map(data_from_json, j["list"]))))
    if "map" in j:
        return uplc.PlutusMap(
            frozendict(
                {data_from_json(d["k"]): data_from_json(d["v"]) for d in j["map"]}
            )
        )
    if "constructor" in j and "fields" in j:
        return uplc.PlutusConstr(
            j["constructor"], frozenlist(list(map(data_from_json, j["fields"])))
        )
    raise NotImplementedError(f"Unknown datum representation {j}")


def datum_to_cbor(d: pycardano.Datum) -> bytes:
    return pycardano.PlutusData.to_cbor(d)


def datum_to_json(d: pycardano.Datum) -> str:
    return pycardano.PlutusData.to_json(d)


def custom_fix_missing_locations(node, parent=None):
    """
    Works like ast.fix_missing_location but forces it onto everything
    """

    def _fix(node, lineno, col_offset, end_lineno, end_col_offset):
        if getattr(node, "lineno", None) is None:
            node.lineno = lineno
        else:
            lineno = node.lineno
        if getattr(node, "end_lineno", None) is None:
            node.end_lineno = end_lineno
        else:
            end_lineno = node.end_lineno
        if getattr(node, "col_offset", None) is None:
            node.col_offset = col_offset
        else:
            col_offset = node.col_offset
        if getattr(node, "end_col_offset", None) is None:
            node.end_col_offset = end_col_offset
        else:
            end_col_offset = node.end_col_offset
        for child in ast.iter_child_nodes(node):
            _fix(child, lineno, col_offset, end_lineno, end_col_offset)

    lineno, col_offset, end_lineno, end_col_offset = (
        getattr(parent, "lineno", 1),
        getattr(parent, "col_offset", 0),
        getattr(parent, "end_lineno", 1),
        getattr(parent, "end_col_offset", 0),
    )
    _fix(node, lineno, col_offset, end_lineno, end_col_offset)
    return node


_patterns_cached = {}


def make_pattern(structure: plt.AST) -> plt.Pattern:
    """Creates a shared pattern from the given lambda, cached so that it is re-used in subsequent calls"""
    structure_serialized = structure.dumps()
    if _patterns_cached.get(structure_serialized) is None:
        # @dataclass
        # class AdHocPattern(plt.Pattern):

        #     def compose(self):
        #         return structure
        AdHocPattern = type(
            f"AdHocPattern_{sha256(structure_serialized.encode()).digest().hex()}",
            (plt.Pattern,),
            {"compose": lambda self: deepcopy(structure)},
        )
        AdHocPattern = dataclass(AdHocPattern)

        _patterns_cached[structure_serialized] = AdHocPattern()
    return deepcopy(_patterns_cached[structure_serialized])


def patternize(method):
    def wrapped(*args, **kwargs):
        return make_pattern(method(*args, **kwargs))

    return wrapped


def force_params(lmd: plt.Lambda) -> plt.Lambda:
    if isinstance(lmd, plt.Lambda):
        return plt.Lambda(
            lmd.vars, plt.Let([(v, plt.Force(plt.Var(v))) for v in lmd.vars], lmd.term)
        )
    if isinstance(lmd, plt.Pattern):
        return make_pattern(force_params(lmd.compose()))


class NameWriteCollector(CompilingNodeVisitor):
    step = "Collecting variables that are written"

    def __init__(self):
        self.written = defaultdict(int)

    def visit_Name(self, node: Name) -> None:
        if isinstance(node.ctx, Store):
            self.written[node.id] += 1

    def visit_ClassDef(self, node: ClassDef):
        # ignore the content (i.e. attribute names) of class definitions
        self.written[node.name] += 1
        pass

    def visit_FunctionDef(self, node: FunctionDef):
        # ignore the type hints of function arguments
        self.written[node.name] += 1
        for a in node.args.args:
            self.written[a.arg] += 1
        for s in node.body:
            self.visit(s)


def written_vars(node):
    """
    Returns all variable names written to in this node
    """
    collector = NameWriteCollector()
    collector.visit(node)
    return sorted(collector.written.keys())


class NameReadCollector(CompilingNodeVisitor):
    step = "Collecting variables that are read"

    def __init__(self):
        self.read = defaultdict(int)

    def visit_AnnAssign(self, node) -> None:
        # ignore annotations of variables
        self.visit(node.value)
        self.visit(node.target)

    def visit_FunctionDef(self, node) -> None:
        # ignore annotations of paramters and return
        for b in node.body:
            self.visit(b)

    def visit_Name(self, node: Name) -> None:
        if isinstance(node.ctx, Load):
            self.read[node.id] += 1

    def visit_ClassDef(self, node: ClassDef):
        # ignore the content (i.e. attribute names) of class definitions
        pass


def read_vars(node):
    """
    Returns all variable names read to in this node
    """
    collector = NameReadCollector()
    collector.visit(node)
    return sorted(collector.read.keys())


def all_vars(node):
    return sorted(set(read_vars(node) + written_vars(node)))


def externally_bound_vars(node: FunctionDef):
    """A superset of the variables bound from an outer scope"""
    return sorted(set(read_vars(node)) - set(written_vars(node)) - {"isinstance"})


def opshin_name_scheme_compatible_varname(n: str):
    return f"1{n}"


def OVar(name: str):
    return plt.Var(opshin_name_scheme_compatible_varname(name))


def OLambda(names: typing.List[str], term: plt.AST):
    return plt.Lambda([opshin_name_scheme_compatible_varname(x) for x in names], term)


def OLet(bindings: typing.List[typing.Tuple[str, plt.AST]], term: plt.AST):
    return plt.Let(
        [(opshin_name_scheme_compatible_varname(n), t) for n, t in bindings], term
    )


def SafeLambda(vars: typing.List[str], term: plt.AST) -> plt.Lambda:
    if not vars:
        return plt.Lambda(["0_"], term)
    return plt.Lambda(vars, term)


def SafeOLambda(vars: typing.List[str], term: plt.AST) -> plt.Lambda:
    if not vars:
        return OLambda(["0_"], term)
    return OLambda(vars, term)


def SafeApply(term: plt.AST, *vars: typing.List[plt.AST]) -> plt.Apply:
    if not vars:
        return plt.Apply(term, plt.Delay(plt.Unit()))
    return plt.Apply(term, *vars)

Functions

def OLambda(names: List[str], term: pluthon.pluthon_ast.AST)
Expand source code
def OLambda(names: typing.List[str], term: plt.AST):
    return plt.Lambda([opshin_name_scheme_compatible_varname(x) for x in names], term)
def OLet(bindings: List[Tuple[str, pluthon.pluthon_ast.AST]], term: pluthon.pluthon_ast.AST)
Expand source code
def OLet(bindings: typing.List[typing.Tuple[str, plt.AST]], term: plt.AST):
    return plt.Let(
        [(opshin_name_scheme_compatible_varname(n), t) for n, t in bindings], term
    )
def OVar(name: str)
Expand source code
def OVar(name: str):
    return plt.Var(opshin_name_scheme_compatible_varname(name))
def SafeApply(term: pluthon.pluthon_ast.AST, *vars: List[pluthon.pluthon_ast.AST]) ‑> pluthon.pluthon_ast.Apply
Expand source code
def SafeApply(term: plt.AST, *vars: typing.List[plt.AST]) -> plt.Apply:
    if not vars:
        return plt.Apply(term, plt.Delay(plt.Unit()))
    return plt.Apply(term, *vars)
def SafeLambda(vars: List[str], term: pluthon.pluthon_ast.AST) ‑> pluthon.pluthon_ast.Lambda
Expand source code
def SafeLambda(vars: typing.List[str], term: plt.AST) -> plt.Lambda:
    if not vars:
        return plt.Lambda(["0_"], term)
    return plt.Lambda(vars, term)
def SafeOLambda(vars: List[str], term: pluthon.pluthon_ast.AST) ‑> pluthon.pluthon_ast.Lambda
Expand source code
def SafeOLambda(vars: typing.List[str], term: plt.AST) -> plt.Lambda:
    if not vars:
        return OLambda(["0_"], term)
    return OLambda(vars, term)
def all_vars(node)
Expand source code
def all_vars(node):
    return sorted(set(read_vars(node) + written_vars(node)))
def custom_fix_missing_locations(node, parent=None)

Works like ast.fix_missing_location but forces it onto everything

Expand source code
def custom_fix_missing_locations(node, parent=None):
    """
    Works like ast.fix_missing_location but forces it onto everything
    """

    def _fix(node, lineno, col_offset, end_lineno, end_col_offset):
        if getattr(node, "lineno", None) is None:
            node.lineno = lineno
        else:
            lineno = node.lineno
        if getattr(node, "end_lineno", None) is None:
            node.end_lineno = end_lineno
        else:
            end_lineno = node.end_lineno
        if getattr(node, "col_offset", None) is None:
            node.col_offset = col_offset
        else:
            col_offset = node.col_offset
        if getattr(node, "end_col_offset", None) is None:
            node.end_col_offset = end_col_offset
        else:
            end_col_offset = node.end_col_offset
        for child in ast.iter_child_nodes(node):
            _fix(child, lineno, col_offset, end_lineno, end_col_offset)

    lineno, col_offset, end_lineno, end_col_offset = (
        getattr(parent, "lineno", 1),
        getattr(parent, "col_offset", 0),
        getattr(parent, "end_lineno", 1),
        getattr(parent, "end_col_offset", 0),
    )
    _fix(node, lineno, col_offset, end_lineno, end_col_offset)
    return node
def data_from_json(j: Dict[str, Any]) ‑> uplc.ast.PlutusData
Expand source code
def data_from_json(j: typing.Dict[str, typing.Any]) -> uplc.PlutusData:
    if "bytes" in j:
        return uplc.PlutusByteString(bytes.fromhex(j["bytes"]))
    if "int" in j:
        return uplc.PlutusInteger(int(j["int"]))
    if "list" in j:
        return uplc.PlutusList(frozenlist(list(map(data_from_json, j["list"]))))
    if "map" in j:
        return uplc.PlutusMap(
            frozendict(
                {data_from_json(d["k"]): data_from_json(d["v"]) for d in j["map"]}
            )
        )
    if "constructor" in j and "fields" in j:
        return uplc.PlutusConstr(
            j["constructor"], frozenlist(list(map(data_from_json, j["fields"])))
        )
    raise NotImplementedError(f"Unknown datum representation {j}")
def datum_to_cbor(d: Union[pycardano.plutus.PlutusData, dict, int, bytes, pycardano.serialization.IndefiniteList, pycardano.serialization.RawCBOR, pycardano.plutus.RawPlutusData]) ‑> bytes
Expand source code
def datum_to_cbor(d: pycardano.Datum) -> bytes:
    return pycardano.PlutusData.to_cbor(d)
def datum_to_json(d: Union[pycardano.plutus.PlutusData, dict, int, bytes, pycardano.serialization.IndefiniteList, pycardano.serialization.RawCBOR, pycardano.plutus.RawPlutusData]) ‑> str
Expand source code
def datum_to_json(d: pycardano.Datum) -> str:
    return pycardano.PlutusData.to_json(d)
def distinct(xs: list)

Returns true iff the list consists of distinct elements

Expand source code
def distinct(xs: list):
    """Returns true iff the list consists of distinct elements"""
    return len(xs) == len(set(xs))
def externally_bound_vars(node: ast.FunctionDef)

A superset of the variables bound from an outer scope

Expand source code
def externally_bound_vars(node: FunctionDef):
    """A superset of the variables bound from an outer scope"""
    return sorted(set(read_vars(node)) - set(written_vars(node)) - {"isinstance"})
def force_params(lmd: pluthon.pluthon_ast.Lambda) ‑> pluthon.pluthon_ast.Lambda
Expand source code
def force_params(lmd: plt.Lambda) -> plt.Lambda:
    if isinstance(lmd, plt.Lambda):
        return plt.Lambda(
            lmd.vars, plt.Let([(v, plt.Force(plt.Var(v))) for v in lmd.vars], lmd.term)
        )
    if isinstance(lmd, plt.Pattern):
        return make_pattern(force_params(lmd.compose()))
def make_pattern(structure: pluthon.pluthon_ast.AST) ‑> pluthon.pluthon_ast.Pattern

Creates a shared pattern from the given lambda, cached so that it is re-used in subsequent calls

Expand source code
def make_pattern(structure: plt.AST) -> plt.Pattern:
    """Creates a shared pattern from the given lambda, cached so that it is re-used in subsequent calls"""
    structure_serialized = structure.dumps()
    if _patterns_cached.get(structure_serialized) is None:
        # @dataclass
        # class AdHocPattern(plt.Pattern):

        #     def compose(self):
        #         return structure
        AdHocPattern = type(
            f"AdHocPattern_{sha256(structure_serialized.encode()).digest().hex()}",
            (plt.Pattern,),
            {"compose": lambda self: deepcopy(structure)},
        )
        AdHocPattern = dataclass(AdHocPattern)

        _patterns_cached[structure_serialized] = AdHocPattern()
    return deepcopy(_patterns_cached[structure_serialized])
def opshin_name_scheme_compatible_varname(n: str)
Expand source code
def opshin_name_scheme_compatible_varname(n: str):
    return f"1{n}"
def patternize(method)
Expand source code
def patternize(method):
    def wrapped(*args, **kwargs):
        return make_pattern(method(*args, **kwargs))

    return wrapped
def read_vars(node)

Returns all variable names read to in this node

Expand source code
def read_vars(node):
    """
    Returns all variable names read to in this node
    """
    collector = NameReadCollector()
    collector.visit(node)
    return sorted(collector.read.keys())
def written_vars(node)

Returns all variable names written to in this node

Expand source code
def written_vars(node):
    """
    Returns all variable names written to in this node
    """
    collector = NameWriteCollector()
    collector.visit(node)
    return sorted(collector.written.keys())

Classes

class CompilerError (orig_err: Exception, node: ast.AST, compilation_step: str)

Common base class for all non-exit exceptions.

Expand source code
class CompilerError(Exception):
    def __init__(self, orig_err: Exception, node: ast.AST, compilation_step: str):
        self.orig_err = orig_err
        self.node = node
        self.compilation_step = compilation_step

Ancestors

  • builtins.Exception
  • builtins.BaseException
class CompilingNodeTransformer

A :class:NodeVisitor subclass that walks the abstract syntax tree and allows modification of nodes.

The NodeTransformer will walk the AST and use the return value of the visitor methods to replace or remove the old node. If the return value of the visitor method is None, the node will be removed from its location, otherwise it is replaced with the return value. The return value may be the original node in which case no replacement takes place.

Here is an example transformer that rewrites all occurrences of name lookups (foo) to data['foo']::

class RewriteName(NodeTransformer):

   def visit_Name(self, node):
       return Subscript(
           value=Name(id='data', ctx=Load()),
           slice=Constant(value=node.id),
           ctx=node.ctx
       )

Keep in mind that if the node you're operating on has child nodes you must either transform the child nodes yourself or call the :meth:generic_visit method for the node first.

For nodes that were part of a collection of statements (that applies to all statement nodes), the visitor may also return a list of nodes rather than just a single node.

Usually you use the transformer like this::

node = YourTransformer().visit(node)

Expand source code
class CompilingNodeTransformer(TypedNodeTransformer):
    step = "Node transformation"

    def visit(self, node):
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        try:
            return super().visit(node)
        except Exception as e:
            if isinstance(e, CompilerError):
                raise e
            raise CompilerError(e, node, self.step)

Ancestors

Subclasses

Class variables

var step

Methods

def visit(self, node)

Inherited from: TypedNodeTransformer.visit

Visit a node.

Expand source code
def visit(self, node):
    OPSHIN_LOG_CONTEXT_FILTER.node = node
    try:
        return super().visit(node)
    except Exception as e:
        if isinstance(e, CompilerError):
            raise e
        raise CompilerError(e, node, self.step)
class CompilingNodeVisitor

A node visitor base class that walks the abstract syntax tree and calls a visitor function for every node found. This function may return a value which is forwarded by the visit method.

This class is meant to be subclassed, with the subclass adding visitor methods.

Per default the visitor functions for the nodes are 'visit_' + class name of the node. So a TryFinally node visit function would be visit_TryFinally. This behavior can be changed by overriding the visit method. If no visitor function exists for a node (return value None) the generic_visit visitor is used instead.

Don't use the NodeVisitor if you want to apply changes to nodes during traversing. For this a special visitor exists (NodeTransformer) that allows modifications.

Expand source code
class CompilingNodeVisitor(TypedNodeVisitor):
    step = "Node visiting"

    def visit(self, node):
        try:
            return super().visit(node)
        except Exception as e:
            if isinstance(e, CompilerError):
                raise e
            raise CompilerError(e, node, self.step)

Ancestors

Subclasses

Class variables

var step

Methods

def visit(self, node)

Inherited from: TypedNodeVisitor.visit

Visit a node.

Expand source code
def visit(self, node):
    try:
        return super().visit(node)
    except Exception as e:
        if isinstance(e, CompilerError):
            raise e
        raise CompilerError(e, node, self.step)
class FileContextFilter (name='')

This is a filter which injects contextual information into the log.

The information is about the currently inspected AST node. The information needs to be updated inside the NodeTransformer and NodeVisitor classes.

Initialize a filter.

Initialize with the name of the logger which, together with its children, will have its events allowed through the filter. If no name is specified, allow every event.

Expand source code
class FileContextFilter(logging.Filter):
    """
    This is a filter which injects contextual information into the log.

    The information is about the currently inspected AST node.
    The information needs to be updated inside the NodeTransformer and NodeVisitor classes.
    """

    file_name = "unknown"
    node: ast.AST = None

    def filter(self, record):

        if self.node is None:
            record.lineno = 1
            record.col_offset = 0
            record.end_lineno = 1
            record.end_col_offset = 0
        else:
            record.lineno = self.node.lineno
            record.col_offset = self.node.col_offset
            record.end_lineno = self.node.end_lineno
            record.end_col_offset = self.node.end_col_offset
        return True

Ancestors

  • logging.Filter

Class variables

var file_name
var node : ast.AST

Methods

def filter(self, record)

Determine if the specified record is to be logged.

Returns True if the record should be logged, or False otherwise. If deemed appropriate, the record may be modified in-place.

Expand source code
def filter(self, record):

    if self.node is None:
        record.lineno = 1
        record.col_offset = 0
        record.end_lineno = 1
        record.end_col_offset = 0
    else:
        record.lineno = self.node.lineno
        record.col_offset = self.node.col_offset
        record.end_lineno = self.node.end_lineno
        record.end_col_offset = self.node.end_col_offset
    return True
class NameReadCollector

A node visitor base class that walks the abstract syntax tree and calls a visitor function for every node found. This function may return a value which is forwarded by the visit method.

This class is meant to be subclassed, with the subclass adding visitor methods.

Per default the visitor functions for the nodes are 'visit_' + class name of the node. So a TryFinally node visit function would be visit_TryFinally. This behavior can be changed by overriding the visit method. If no visitor function exists for a node (return value None) the generic_visit visitor is used instead.

Don't use the NodeVisitor if you want to apply changes to nodes during traversing. For this a special visitor exists (NodeTransformer) that allows modifications.

Expand source code
class NameReadCollector(CompilingNodeVisitor):
    step = "Collecting variables that are read"

    def __init__(self):
        self.read = defaultdict(int)

    def visit_AnnAssign(self, node) -> None:
        # ignore annotations of variables
        self.visit(node.value)
        self.visit(node.target)

    def visit_FunctionDef(self, node) -> None:
        # ignore annotations of paramters and return
        for b in node.body:
            self.visit(b)

    def visit_Name(self, node: Name) -> None:
        if isinstance(node.ctx, Load):
            self.read[node.id] += 1

    def visit_ClassDef(self, node: ClassDef):
        # ignore the content (i.e. attribute names) of class definitions
        pass

Ancestors

Class variables

var step

Methods

def visit(self, node)

Inherited from: CompilingNodeVisitor.visit

Visit a node.

def visit_AnnAssign(self, node) ‑> None
Expand source code
def visit_AnnAssign(self, node) -> None:
    # ignore annotations of variables
    self.visit(node.value)
    self.visit(node.target)
def visit_ClassDef(self, node: ast.ClassDef)
Expand source code
def visit_ClassDef(self, node: ClassDef):
    # ignore the content (i.e. attribute names) of class definitions
    pass
def visit_FunctionDef(self, node) ‑> None
Expand source code
def visit_FunctionDef(self, node) -> None:
    # ignore annotations of paramters and return
    for b in node.body:
        self.visit(b)
def visit_Name(self, node: ast.Name) ‑> None
Expand source code
def visit_Name(self, node: Name) -> None:
    if isinstance(node.ctx, Load):
        self.read[node.id] += 1
class NameWriteCollector

A node visitor base class that walks the abstract syntax tree and calls a visitor function for every node found. This function may return a value which is forwarded by the visit method.

This class is meant to be subclassed, with the subclass adding visitor methods.

Per default the visitor functions for the nodes are 'visit_' + class name of the node. So a TryFinally node visit function would be visit_TryFinally. This behavior can be changed by overriding the visit method. If no visitor function exists for a node (return value None) the generic_visit visitor is used instead.

Don't use the NodeVisitor if you want to apply changes to nodes during traversing. For this a special visitor exists (NodeTransformer) that allows modifications.

Expand source code
class NameWriteCollector(CompilingNodeVisitor):
    step = "Collecting variables that are written"

    def __init__(self):
        self.written = defaultdict(int)

    def visit_Name(self, node: Name) -> None:
        if isinstance(node.ctx, Store):
            self.written[node.id] += 1

    def visit_ClassDef(self, node: ClassDef):
        # ignore the content (i.e. attribute names) of class definitions
        self.written[node.name] += 1
        pass

    def visit_FunctionDef(self, node: FunctionDef):
        # ignore the type hints of function arguments
        self.written[node.name] += 1
        for a in node.args.args:
            self.written[a.arg] += 1
        for s in node.body:
            self.visit(s)

Ancestors

Class variables

var step

Methods

def visit(self, node)

Inherited from: CompilingNodeVisitor.visit

Visit a node.

def visit_ClassDef(self, node: ast.ClassDef)
Expand source code
def visit_ClassDef(self, node: ClassDef):
    # ignore the content (i.e. attribute names) of class definitions
    self.written[node.name] += 1
    pass
def visit_FunctionDef(self, node: ast.FunctionDef)
Expand source code
def visit_FunctionDef(self, node: FunctionDef):
    # ignore the type hints of function arguments
    self.written[node.name] += 1
    for a in node.args.args:
        self.written[a.arg] += 1
    for s in node.body:
        self.visit(s)
def visit_Name(self, node: ast.Name) ‑> None
Expand source code
def visit_Name(self, node: Name) -> None:
    if isinstance(node.ctx, Store):
        self.written[node.id] += 1
class NoOp

A variation of the Compiling Node transformer that performs no changes

Expand source code
class NoOp(CompilingNodeTransformer):
    """A variation of the Compiling Node transformer that performs no changes"""

    pass

Ancestors

Methods

def visit(self, node)

Inherited from: CompilingNodeTransformer.visit

Visit a node.

class TypedNodeTransformer

A :class:NodeVisitor subclass that walks the abstract syntax tree and allows modification of nodes.

The NodeTransformer will walk the AST and use the return value of the visitor methods to replace or remove the old node. If the return value of the visitor method is None, the node will be removed from its location, otherwise it is replaced with the return value. The return value may be the original node in which case no replacement takes place.

Here is an example transformer that rewrites all occurrences of name lookups (foo) to data['foo']::

class RewriteName(NodeTransformer):

   def visit_Name(self, node):
       return Subscript(
           value=Name(id='data', ctx=Load()),
           slice=Constant(value=node.id),
           ctx=node.ctx
       )

Keep in mind that if the node you're operating on has child nodes you must either transform the child nodes yourself or call the :meth:generic_visit method for the node first.

For nodes that were part of a collection of statements (that applies to all statement nodes), the visitor may also return a list of nodes rather than just a single node.

Usually you use the transformer like this::

node = YourTransformer().visit(node)

Expand source code
class TypedNodeTransformer(ast.NodeTransformer):
    def visit(self, node):
        """Visit a node."""
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        node_class_name = node.__class__.__name__
        if node_class_name.startswith("Typed"):
            node_class_name = node_class_name[len("Typed") :]
        method = "visit_" + node_class_name
        visitor = getattr(self, method, self.generic_visit)
        return visitor(node)

Ancestors

  • ast.NodeTransformer
  • ast.NodeVisitor

Subclasses

Methods

def visit(self, node)

Visit a node.

Expand source code
def visit(self, node):
    """Visit a node."""
    OPSHIN_LOG_CONTEXT_FILTER.node = node
    node_class_name = node.__class__.__name__
    if node_class_name.startswith("Typed"):
        node_class_name = node_class_name[len("Typed") :]
    method = "visit_" + node_class_name
    visitor = getattr(self, method, self.generic_visit)
    return visitor(node)
class TypedNodeVisitor

A node visitor base class that walks the abstract syntax tree and calls a visitor function for every node found. This function may return a value which is forwarded by the visit method.

This class is meant to be subclassed, with the subclass adding visitor methods.

Per default the visitor functions for the nodes are 'visit_' + class name of the node. So a TryFinally node visit function would be visit_TryFinally. This behavior can be changed by overriding the visit method. If no visitor function exists for a node (return value None) the generic_visit visitor is used instead.

Don't use the NodeVisitor if you want to apply changes to nodes during traversing. For this a special visitor exists (NodeTransformer) that allows modifications.

Expand source code
class TypedNodeVisitor(ast.NodeVisitor):
    def visit(self, node):
        """Visit a node."""
        OPSHIN_LOG_CONTEXT_FILTER.node = node
        node_class_name = node.__class__.__name__
        if node_class_name.startswith("Typed"):
            node_class_name = node_class_name[len("Typed") :]
        method = "visit_" + node_class_name
        visitor = getattr(self, method, self.generic_visit)
        return visitor(node)

Ancestors

  • ast.NodeVisitor

Subclasses

Methods

def visit(self, node)

Visit a node.

Expand source code
def visit(self, node):
    """Visit a node."""
    OPSHIN_LOG_CONTEXT_FILTER.node = node
    node_class_name = node.__class__.__name__
    if node_class_name.startswith("Typed"):
        node_class_name = node_class_name[len("Typed") :]
    method = "visit_" + node_class_name
    visitor = getattr(self, method, self.generic_visit)
    return visitor(node)