#!/usr/bin/env python """Generates template code and response body for specified boto3's operation. To execute: cd moto # top-level directory; script will not work from scripts dir ./scripts/scaffold.py When prompted, select the service and operation that you want to add. This script will look at the botocore's definition file for the selected service and operation, then auto-generate the code and responses. Almost all services are supported, as long as the service's protocol is `query`, `json`, `rest-xml` or `rest-json`. Even if aws adds new services, this script will work if the protocol is known. TODO: - This script doesn't generate functions in `responses.py` for `rest-json`. That logic needs to be added. - Some services's operations might cause this script to crash. If that should happen, please create an issue for the problem. """ import os import random import re import inspect import importlib import subprocess from lxml import etree import click import jinja2 from prompt_toolkit import prompt from prompt_toolkit.completion import WordCompleter from botocore import xform_name from botocore.session import Session import boto3 from moto.core.responses import BaseResponse from moto.core.base_backend import BaseBackend from inflection import singularize from implementation_coverage import get_moto_implementation PRIMITIVE_SHAPES = ["string", "timestamp", "integer", "boolean", "sensitiveStringType", "long"] TEMPLATE_DIR = os.path.join(os.path.dirname(__file__), "./template") INPUT_IGNORED_IN_BACKEND = ["Marker", "PageSize"] OUTPUT_IGNORED_IN_BACKEND = ["NextMarker"] root_dir = subprocess.check_output(["git", "rev-parse", "--show-toplevel"]).decode().strip() def print_progress(title, body, color): """Prints a color-code message describing current state of progress.""" click.secho(f"\t{title}\t", fg=color, nl=False) click.echo(body) def select_service(): """Prompt user to select service and operation.""" service_name = None service_names = Session().get_available_services() service_completer = WordCompleter(service_names) while service_name not in service_names: service_name = prompt("Select service: ", completer=service_completer) if service_name not in service_names: click.secho(f"{service_name} is not valid service", fg="red") return service_name def print_service_status(service_name): implemented, operation_names = get_operations(service_name) click.echo("==Current Implementation Status==") for operation_name in operation_names: check = "X" if operation_name in implemented else " " click.secho(f"[{check}] {operation_name}") click.echo("=================================") def select_operation(service_name): implemented, operation_names = get_operations(service_name) operation_completer = WordCompleter(operation_names) operation_available = False while not operation_available: operation_name = prompt("Select Operation: ", completer=operation_completer) if operation_name not in operation_names: click.secho(f"{operation_name} is not valid operation", fg="red") elif operation_name in implemented: click.secho(f"{operation_name} is already implemented", fg="red") else: operation_available = True return operation_name def get_operations(service_name): try: moto_client, _name = get_moto_implementation(service_name) except ModuleNotFoundError: moto_client = None real_client = boto3.client(service_name, region_name="us-east-1") implemented = [] operation_names = [ xform_name(op) for op in real_client.meta.service_model.operation_names ] for operation in operation_names: if moto_client and operation in dir(moto_client): implemented.append(operation) return implemented, operation_names def get_escaped_service(service): """Remove dashes from the service name.""" return service.replace("-", "") def get_lib_dir(service): """Return moto path for the location of the code supporting the service.""" return os.path.join("moto", get_escaped_service(service)) def get_test_dir(service): """Return moto path for the test directory for the service.""" return os.path.join("tests", f"test_{get_escaped_service(service)}") def render_template(tmpl_dir, tmpl_filename, context, service, alt_filename=None): """Create specified files from Jinja templates for specified service.""" is_test = "test" in tmpl_dir rendered = ( jinja2.Environment(loader=jinja2.FileSystemLoader(tmpl_dir)) .get_template(tmpl_filename) .render(context) ) dirname = get_test_dir(service) if is_test else get_lib_dir(service) filename = alt_filename or os.path.splitext(tmpl_filename)[0] filepath = os.path.join(dirname, filename) if os.path.exists(filepath): print_progress("skip creating", filepath, "yellow") else: print_progress("creating", filepath, "green") with open(filepath, "w", encoding="utf-8") as fhandle: fhandle.write(rendered) def initialize_service(service, api_protocol): """Create lib and test dirs if they don't exist.""" lib_dir = get_lib_dir(service) test_dir = get_test_dir(service) print_progress("Initializing service", service, "green") client = boto3.client(service) service_class = client.__class__.__name__ endpoint_prefix = ( # pylint: disable=protected-access client._service_model.endpoint_prefix ) tmpl_context = { "service": service, "service_class": service_class, "endpoint_prefix": endpoint_prefix, "api_protocol": api_protocol, "escaped_service": get_escaped_service(service), } # initialize service directory if os.path.exists(lib_dir): print_progress("skip creating", lib_dir, "yellow") else: print_progress("creating", lib_dir, "green") os.makedirs(lib_dir) tmpl_dir = os.path.join(TEMPLATE_DIR, "lib") for tmpl_filename in os.listdir(tmpl_dir): render_template(tmpl_dir, tmpl_filename, tmpl_context, service) # initialize test directory if os.path.exists(test_dir): print_progress("skip creating", test_dir, "yellow") else: print_progress("creating", test_dir, "green") os.makedirs(test_dir) tmpl_dir = os.path.join(TEMPLATE_DIR, "test") for tmpl_filename in os.listdir(tmpl_dir): alt_filename = ( f"test_{get_escaped_service(service)}.py" if tmpl_filename == "test_service.py.j2" else None ) render_template(tmpl_dir, tmpl_filename, tmpl_context, service, alt_filename) def to_upper_camel_case(string): """Convert snake case to camel case.""" return "".join([_.title() for _ in string.split("_")]) def to_lower_camel_case(string): """Convert snake to camel case, but start string with lowercase letter.""" words = string.split("_") return "".join(words[:1] + [_.title() for _ in words[1:]]) def to_snake_case(string): """Convert camel case to snake case.""" new_string = re.sub("(.)([A-Z][a-z]+)", r"\1_\2", string) return re.sub("([a-z0-9])([A-Z])", r"\1_\2", new_string).lower() def get_operation_name_in_keys(operation_name, operation_keys): """Return AWS operation name (service) found in list of client services.""" index = [_.lower() for _ in operation_keys].index(operation_name.lower()) return operation_keys[index] def get_function_in_responses( service, operation, protocol ): # pylint: disable=too-many-locals """refers to definition of API in botocore, and autogenerates function You can see example of elbv2 from link below. https://github.com/boto/botocore/blob/develop/botocore/data/elbv2/2015-12-01/service-2.json """ escaped_service = get_escaped_service(service) client = boto3.client(service) # pylint: disable=protected-access aws_operation_name = get_operation_name_in_keys( to_upper_camel_case(operation), list(client._service_model._service_description["operations"].keys()), ) op_model = client._service_model.operation_model(aws_operation_name) if not hasattr(op_model.output_shape, "members"): outputs = {} else: outputs = op_model.output_shape.members inputs = op_model.input_shape.members input_names = [ to_snake_case(_) for _ in inputs.keys() if _ not in INPUT_IGNORED_IN_BACKEND ] output_names = [ to_snake_case(_) for _ in outputs.keys() if _ not in OUTPUT_IGNORED_IN_BACKEND ] body = "" if protocol in ["rest-xml"]: body += f"\ndef {operation}(self, request, full_url, headers):\n" body += " self.setup_class(request, full_url, headers)\n" else: body = f"\ndef {operation}(self):\n" body += " params = self._get_params()\n" for input_name, input_type in inputs.items(): body += f" {to_snake_case(input_name)} = params.get(\"{input_name}\")\n" if output_names: body += f" {', '.join(output_names)} = self.{escaped_service}_backend.{operation}(\n" else: body += f" self.{escaped_service}_backend.{operation}(\n" for input_name in input_names: body += f" {input_name}={input_name},\n" body += " )\n" if protocol in ["query", "rest-xml"]: body += f" template = self.response_template({operation.upper()}_TEMPLATE)\n" names = ", ".join([f"{n}={n}" for n in output_names]) body += f" return template.render({names})\n" elif protocol in ["json", "rest-json"]: body += " # TODO: adjust response\n" names = ", ".join([f"{to_lower_camel_case(_)}={_}" for _ in output_names]) body += f" return json.dumps(dict({names}))\n" return body def get_function_in_models(service, operation): """refers to definition of API in botocore, and autogenerates function You can see example of elbv2 from link below. https://github.com/boto/botocore/blob/develop/botocore/data/elbv2/2015-12-01/service-2.json """ client = boto3.client(service) # pylint: disable=protected-access aws_operation_name = get_operation_name_in_keys( to_upper_camel_case(operation), list(client._service_model._service_description["operations"].keys()), ) op_model = client._service_model.operation_model(aws_operation_name) inputs = op_model.input_shape.members if not hasattr(op_model.output_shape, "members"): outputs = {} else: outputs = op_model.output_shape.members input_names = [ to_snake_case(_) for _ in inputs.keys() if _ not in INPUT_IGNORED_IN_BACKEND ] output_names = [ to_snake_case(_) for _ in outputs.keys() if _ not in OUTPUT_IGNORED_IN_BACKEND ] if input_names: body = f"def {operation}(self, {', '.join(input_names)}):\n" else: body = "def {}(self)\n" body += " # implement here\n" body += f" return {', '.join(output_names)}\n\n" return body def get_func_in_tests(service, operation): """ Autogenerates an example unit test Throws an exception by default, to remind the user to implement this """ escaped_service = get_escaped_service(service) random_region = random.choice(["us-east-2", "eu-west-1", "ap-southeast-1"]) body = "\n\n" body += f"@mock_aws\n" body += f"def test_{operation}():\n" body += f" client = boto3.client(\"{service}\", region_name=\"{random_region}\")\n" body += f" resp = client.{operation}()\n" body += f"\n" body += f" raise Exception(\"NotYetImplemented\")" body += "\n" return body def _get_subtree(name, shape, replace_list, name_prefix=None): if not name_prefix: name_prefix = [] class_name = shape.__class__.__name__ shape_type = shape.type_name if class_name in ("StringShape", "Shape") or shape_type == "structure": tree = etree.Element(name) # pylint: disable=c-extension-no-member if name_prefix: tree.text = f"{{{{ {name_prefix[-1]}.{to_snake_case(name)} }}}}" else: tree.text = f"{{{{ {to_snake_case(name)} }}}}" return tree if class_name in ("ListShape",) or shape_type == "list": # pylint: disable=c-extension-no-member replace_list.append((name, name_prefix)) tree = etree.Element(name) t_member = etree.Element("member") tree.append(t_member) if hasattr(shape.member, "members"): for nested_name, nested_shape in shape.member.members.items(): t_member.append( _get_subtree( nested_name, nested_shape, replace_list, name_prefix + [singularize(name.lower())], ) ) return tree raise ValueError(f"Not supported Shape: {shape}") def get_response_query_template(service, operation): # pylint: disable=too-many-locals """refers to definition of API in botocore, and autogenerates template Assume that response format is xml when protocol is query You can see example of elbv2 from link below. https://github.com/boto/botocore/blob/develop/botocore/data/elbv2/2015-12-01/service-2.json """ client = boto3.client(service) # pylint: disable=protected-access aws_operation_name = get_operation_name_in_keys( to_upper_camel_case(operation), list(client._service_model._service_description["operations"].keys()), ) op_model = client._service_model.operation_model(aws_operation_name) result_wrapper = op_model.output_shape.serialization["resultWrapper"] response_wrapper = result_wrapper.replace("Result", "Response") metadata = op_model.metadata xml_namespace = metadata["xmlNamespace"] # build xml tree # pylint: disable=c-extension-no-member t_root = etree.Element(response_wrapper, xmlns=xml_namespace) # build metadata t_metadata = etree.Element("ResponseMetadata") t_request_id = etree.Element("RequestId") t_request_id.text = "1549581b-12b7-11e3-895e-1334aEXAMPLE" t_metadata.append(t_request_id) t_root.append(t_metadata) # build result t_result = etree.Element(result_wrapper) outputs = op_model.output_shape.members replace_list = [] for output_name, output_shape in outputs.items(): t_result.append(_get_subtree(output_name, output_shape, replace_list)) t_root.append(t_result) xml_body = etree.tostring(t_root, pretty_print=True).decode("utf-8") xml_body_lines = xml_body.splitlines() for replace in replace_list: name = replace[0] prefix = replace[1] singular_name = singularize(name) start_tag = f"<{name}>" iter_name = f"{prefix[-1]}.{name.lower()}" if prefix else name.lower() loop_start = f"{{% for {singular_name.lower()} in {iter_name} %}}" end_tag = f"" loop_end = "{% endfor %}" start_tag_indexes = [i for i, l in enumerate(xml_body_lines) if start_tag in l] if len(start_tag_indexes) != 1: raise Exception(f"tag {start_tag} not found in response body") start_tag_index = start_tag_indexes[0] xml_body_lines.insert(start_tag_index + 1, loop_start) end_tag_indexes = [i for i, l in enumerate(xml_body_lines) if end_tag in l] if len(end_tag_indexes) != 1: raise Exception(f"tag {end_tag} not found in response body") end_tag_index = end_tag_indexes[0] xml_body_lines.insert(end_tag_index, loop_end) xml_body = "\n".join(xml_body_lines) body = f'\n{operation.upper()}_TEMPLATE = """{xml_body}"""' return body def get_response_restxml_template(service, operation): """refers to definition of API in botocore, and autogenerates template Assume that protocol is rest-xml. Shares some familiarity with protocol=query """ client = boto3.client(service) aws_operation_name = get_operation_name_in_keys( to_upper_camel_case(operation), list(client._service_model._service_description["operations"].keys()), ) op_model = client._service_model.operation_model(aws_operation_name) result_wrapper = op_model._operation_model["output"]["shape"] response_wrapper = result_wrapper.replace("Result", "Response") metadata = op_model.metadata shapes = client._service_model._shape_resolver._shape_map # build xml tree t_root = etree.Element(response_wrapper) # build metadata t_metadata = etree.Element("ResponseMetadata") t_request_id = etree.Element("RequestId") t_request_id.text = "1549581b-12b7-11e3-895e-1334aEXAMPLE" t_metadata.append(t_request_id) t_root.append(t_metadata) def _find_member(tree, shape_name, name_prefix): shape = shapes[shape_name] if shape["type"] == "list": t_for = etree.Element("REPLACE_FOR") t_for.set("for", to_snake_case(shape_name)) t_for.set("in", ".".join(name_prefix[:-1]) + "." + shape_name) member_shape = shape["member"]["shape"] member_name = shape["member"].get("locationName") if member_shape in PRIMITIVE_SHAPES: t_member = etree.Element(member_name) t_member.text = f"{{{{ {to_snake_case(shape_name)}.{to_snake_case(member_name)} }}}}" t_for.append(t_member) else: _find_member(t_for, member_shape, [to_snake_case(shape_name)]) tree.append(t_for) elif shape["type"] in PRIMITIVE_SHAPES: tree.text = f"{{{{ {shape_name} }}}}" else: for child, details in shape["members"].items(): child = details.get("locationName", child) if details["shape"] in PRIMITIVE_SHAPES: t_member = etree.Element(child) t_member.text = "{{ " + ".".join(name_prefix) + f".{to_snake_case(child)} }}}}" tree.append(t_member) else: t = etree.Element(child) _find_member(t, details["shape"], name_prefix + [to_snake_case(child)]) tree.append(t) # build result t_result = etree.Element(result_wrapper) for name, details in shapes[result_wrapper]["members"].items(): shape = details["shape"] name = details.get("locationName", name) if shape in PRIMITIVE_SHAPES: t_member = etree.Element(name) t_member.text = f"{{{{ {to_snake_case(name)} }}}}" t_result.append(t_member) else: _find_member(t_result, name, name_prefix=["root"]) t_root.append(t_result) xml_body = etree.tostring(t_root, pretty_print=True).decode("utf-8") # # Still need to add FOR-loops in this template # # becomes # {% for x in y %} def conv(m): return m.group().replace("REPLACE_FOR", "").replace("=", "").replace('"', " ").replace("<", "{%").replace(">", "%}").strip() xml_body = re.sub(r"", conv, xml_body) xml_body = xml_body.replace("", "{% endfor %}") body = f'\n{operation.upper()}_TEMPLATE = """{xml_body}"""' return body def insert_code_to_class(path, base_class, new_code): """Add code for class handling service's response or backend.""" with open(path, encoding="utf-8") as fhandle: lines = [_.replace("\n", "") for _ in fhandle.readlines()] mod_path = os.path.splitext(path)[0].replace("/", ".") mod = importlib.import_module(mod_path) clsmembers = inspect.getmembers(mod, inspect.isclass) _response_cls = [ _[1] for _ in clsmembers if issubclass(_[1], base_class) and _[1] != base_class ] if len(_response_cls) != 1: raise Exception("unknown error, number of clsmembers is not 1") response_cls = _response_cls[0] code_lines, line_no = inspect.getsourcelines(response_cls) end_line_no = line_no + len(code_lines) func_lines = [" " * 4 + _ for _ in new_code.splitlines()] lines = lines[:end_line_no] + func_lines + lines[end_line_no:] body = "\n".join(lines) + "\n" with open(path, "w", encoding="utf-8") as fhandle: fhandle.write(body) def insert_url(service, operation, api_protocol): # pylint: disable=too-many-locals """Create urls.py with appropriate URL bases and paths.""" client = boto3.client(service) service_class = client.__class__.__name__ # pylint: disable=protected-access aws_operation_name = get_operation_name_in_keys( to_upper_camel_case(operation), list(client._service_model._service_description["operations"].keys()), ) uri = client._service_model.operation_model(aws_operation_name).http["requestUri"] path = os.path.join( os.path.dirname(__file__), "..", "moto", get_escaped_service(service), "urls.py" ) with open(path, encoding="utf-8") as fhandle: lines = [_.replace("\n", "") for _ in fhandle.readlines()] if any(_ for _ in lines if re.match(uri, _)): return url_paths_found = False last_elem_line_index = -1 for i, line in enumerate(lines): if line.startswith("url_paths"): url_paths_found = True if url_paths_found and line.startswith("}"): last_elem_line_index = i - 1 prev_line = lines[last_elem_line_index] if not prev_line.endswith("{") and not prev_line.endswith(","): lines[last_elem_line_index] += "," # generate url pattern if api_protocol == "rest-json": new_line = f' "{0}/.*$": {service_class}Response.dispatch,' elif api_protocol == "rest-xml": new_line = f' "{{0}}{uri}$": {service_class}Response.{operation},' else: new_line = f' "{{0}}{uri}$": {service_class}Response.dispatch,' if new_line in lines: return lines.insert(last_elem_line_index + 1, new_line) body = "\n".join(lines) + "\n" with open(path, "w", encoding="utf-8") as fhandle: fhandle.write(body) def insert_codes(service, operation, api_protocol): """Create the responses.py and models.py for the service and operation.""" escaped_service = get_escaped_service(service) func_in_responses = get_function_in_responses(service, operation, api_protocol) func_in_models = get_function_in_models(service, operation) func_in_tests = get_func_in_tests(service, operation) # edit responses.py responses_path = f"moto/{escaped_service}/responses.py" print_progress("inserting code", responses_path, "green") insert_code_to_class(responses_path, BaseResponse, func_in_responses) # insert template if api_protocol in ["query", "rest-xml"]: if api_protocol == "query": template = get_response_query_template(service, operation) elif api_protocol == "rest-xml": template = get_response_restxml_template(service, operation) with open(responses_path, encoding="utf-8") as fhandle: lines = [_[:-1] for _ in fhandle.readlines()] lines += template.splitlines() with open(responses_path, "w", encoding="utf-8") as fhandle: fhandle.write("\n".join(lines)) # edit models.py models_path = f"moto/{escaped_service}/models.py" print_progress("inserting code", models_path, "green") insert_code_to_class(models_path, BaseBackend, func_in_models) # edit urls.py insert_url(service, operation, api_protocol) # Edit tests tests_path= f"tests/test_{escaped_service}/test_{escaped_service}.py" print_progress("inserting code", tests_path, "green") with open(tests_path, "a", encoding="utf-8") as fhandle: fhandle.write(func_in_tests) @click.command() def main(): click.echo("This script uses the click-module.\n") click.echo(" - Start typing the name of the service you want to extend\n" " - Use Tab to auto-complete the first suggest service\n" " - Use the up and down-arrows on the keyboard to select something from the dropdown\n" " - Press enter to continue\n") """Create basic files needed for the user's choice of service and op.""" service = select_service() print_service_status(service) while True: operation = select_operation(service) # pylint: disable=protected-access api_protocol = boto3.client(service)._service_model.metadata["protocol"] initialize_service(service, api_protocol) if api_protocol in ["query", "json", "rest-json", "rest-xml"]: insert_codes(service, operation, api_protocol) else: print_progress( "skip inserting code", f'api protocol "{api_protocol}" is not supported', "yellow", ) click.echo("Updating backend index...") subprocess.check_output([f"{root_dir}/scripts/update_backend_index.py"]).decode().strip() click.echo( "\n" "Please select another operation, or Ctrl-X/Ctrl-C to cancel." "\n\n" "Remaining steps after development is complete:\n" '- Run scripts/implementation_coverage.py,\n' "\n" ) if __name__ == "__main__": main()