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import importlib
import inspect
import json
import logging
import glob
import os
import pkgutil
from pathlib import Path
import subprocess
import sys
import types
from typing import Dict, Any, Optional
# Because I'm subprocessing myself, I need to do weird thing as import.
try:
# If I'm started as a module __main__
from .venvtools import create_venv_with_package
except (ModuleNotFoundError, ImportError) as e:
# If I'm started by my main directly
from venvtools import create_venv_with_package
_LOGGER = logging.getLogger(__name__)
def parse_input(input_parameter):
"""From a syntax like package_name#submodule, build a package name
and complete module name.
"""
split_package_name = input_parameter.split('#')
package_name = split_package_name[0]
module_name = package_name.replace("-", ".")
if len(split_package_name) >= 2:
module_name = ".".join([module_name, split_package_name[1]])
return package_name, module_name
def create_empty_report():
return {
"models": {
"enums": {},
"exceptions": {},
"models": {}
},
"operations": {}
}
def create_report(module_name: str) -> Dict[str, Any]:
module_to_generate = importlib.import_module(module_name)
report = create_empty_report()
# Look for models first
model_names = [model_name for model_name in dir(module_to_generate.models) if model_name[0].isupper()]
for model_name in model_names:
model_cls = getattr(module_to_generate.models, model_name)
if hasattr(model_cls, "_attribute_map"):
report["models"]["models"][model_name] = create_model_report(model_cls)
elif issubclass(model_cls, Exception): # If not, might be an exception
report["models"]["exceptions"][model_name] = create_model_report(model_cls)
else:
report["models"]["enums"][model_name] = create_model_report(model_cls)
# Look for operation groups
try:
operations_classes = [op_name for op_name in dir(module_to_generate.operations) if op_name[0].isupper()]
except AttributeError:
# This guy has no "operations", this is possible (Cognitive Services). Just skip it then.
operations_classes = []
for op_name in operations_classes:
op_content = {'name': op_name}
op_cls = getattr(module_to_generate.operations, op_name)
for op_attr_name in dir(op_cls):
op_attr = getattr(op_cls, op_attr_name)
if isinstance(op_attr, types.FunctionType) and not op_attr_name.startswith("_"):
# Keep it
func_content = create_report_from_func(op_attr)
op_content.setdefault("functions", {})[op_attr_name] = func_content
report['operations'][op_name] = op_content
return report
def create_model_report(model_cls):
result = {
'name': model_cls.__name__,
}
# If _attribute_map, it's a model
if hasattr(model_cls, "_attribute_map"):
result['type'] = "Model"
for attribute, conf in model_cls._attribute_map.items():
attribute_validation = getattr(model_cls, "_validation", {}).get(attribute, {})
result.setdefault('parameters', {})[attribute] = {
'name': attribute,
'properties': {
'type': conf['type'],
'required': attribute_validation.get('required', False),
'readonly': attribute_validation.get('readonly', False)
}
}
elif issubclass(model_cls, Exception): # If not, might be an exception
result['type'] = "Exception"
else: # If not, it's an enum
result['type'] = "Enum"
result['values'] = list(model_cls.__members__)
return result
def create_report_from_func(function_attr):
func_content = {
'name': function_attr.__name__,
'metadata': getattr(function_attr, "metadata", {}),
'parameters': []
}
signature = inspect.signature(function_attr)
for parameter_name in signature.parameters:
if parameter_name == "self":
continue
if parameter_name =="custom_headers":
break # We reach Autorest generic
parameter = signature.parameters[parameter_name]
func_content["parameters"].append({
'name': parameter.name,
})
return func_content
# given an input of a name, we need to return the appropriate relative diff between the sdk_root and the actual package directory
def resolve_package_directory(package_name):
packages = [os.path.dirname(p) for p in (glob.glob('{}/setup.py'.format(package_name)) + glob.glob('sdk/*/{}/setup.py'.format(package_name)))]
if len(packages) > 1:
print('There should only be a single package matched in either repository structure. The following were found: {}'.format(packages))
sys.exit(1)
return packages[0]
def merge_report(report_paths):
"""Merge report on the given paths list.
"""
if len(report_paths) == 1:
raise ValueError("Doesn't make sense to merge a report if there is only one report....")
merged_report = create_empty_report()
for report in sorted(report_paths):
with report.open() as report_fd:
report_json = json.load(report_fd)
merged_report["models"]["enums"].update(report_json["models"]["enums"])
merged_report["models"]["exceptions"].update(report_json["models"]["exceptions"])
merged_report["models"]["models"].update(report_json["models"]["models"])
merged_report["operations"].update(report_json["operations"])
return merged_report
def main(input_parameter: str, version: Optional[str] = None, no_venv: bool = False, pypi: bool = False, last_pypi: bool = False, output: str = None):
package_name, module_name = parse_input(input_parameter)
path_to_package = resolve_package_directory(package_name)
if (version or pypi or last_pypi) and not no_venv:
if version:
versions = [version]
else:
_LOGGER.info(f"Download versions of {package_name} on PyPI")
from pypi_tools.pypi import PyPIClient
client = PyPIClient()
versions = [str(v) for v in client.get_ordered_versions(package_name)]
_LOGGER.info(f"Got {versions}")
if last_pypi:
_LOGGER.info(f"Only keep last PyPI version")
versions = [versions[-1]]
for version in versions:
_LOGGER.info(f"Installing version {version} of {package_name} in a venv")
with create_venv_with_package([f"{package_name}=={version}"]) as venv:
args = [
venv.env_exe,
__file__,
"--no-venv",
"--version",
version,
input_parameter
]
if output is not None:
args.append("--output=" + output)
try:
subprocess.check_call(args)
except subprocess.CalledProcessError:
# If it fail, just assume this version is too old to get an Autorest report
_LOGGER.warning(f"Version {version} seems to be too old to build a report (probably not Autorest based)")
# Files have been written by the subprocess
return
modules = find_autorest_generated_folder(module_name)
result = []
version = version or "latest"
output_folder = Path(path_to_package) / Path("code_reports") / Path(version)
output_folder.mkdir(parents=True, exist_ok=True)
for module_name in modules:
_LOGGER.info(f"Working on {module_name}")
report = create_report(module_name)
module_for_path = get_sub_module_part(package_name, module_name)
if module_for_path:
output_filename = output_folder / Path(module_for_path+".json")
else:
if output is not None:
output_filename = output
else:
output_filename = output_folder / Path("report.json")
with open(output_filename, "w") as fd:
json.dump(report, fd, indent=2)
_LOGGER.info(f"Report written to {output_filename}")
result.append(output_filename)
if len(result) > 1:
merged_report = merge_report(result)
if output is not None:
output_filename = output
else:
output_filename = output_folder / Path("merged_report.json")
with open(output_filename, "w") as fd:
json.dump(merged_report, fd, indent=2)
_LOGGER.info(f"Merged report written to {output_filename}")
return result
def find_autorest_generated_folder(module_prefix="azure"):
"""Find all Autorest generated code in that module prefix.
This actually looks for a "models" package only (not file). We could be smarter if necessary.
"""
_LOGGER.info(f"Looking for Autorest generated package in {module_prefix}")
# Manually skip some namespaces for now
if module_prefix in ["azure.cli", "azure.storage", "azure.servicemanagement", "azure.servicebus"]:
_LOGGER.info(f"Skip {module_prefix}")
return []
result = []
try:
_LOGGER.debug(f"Try {module_prefix}")
model_module = importlib.import_module(".models", module_prefix)
# If not exception, we MIGHT have found it, but cannot be a file.
# Keep continue to try to break it, file module have no __path__
model_module.__path__
_LOGGER.info(f"Found {module_prefix}")
result.append(module_prefix)
except (ModuleNotFoundError, AttributeError):
# No model, might dig deeper
prefix_module = importlib.import_module(module_prefix)
for _, sub_package, ispkg in pkgutil.iter_modules(prefix_module.__path__, module_prefix+"."):
if ispkg:
result += find_autorest_generated_folder(sub_package)
return result
def get_sub_module_part(package_name, module_name):
"""Assuming package is azure-mgmt-compute and module name is azure.mgmt.compute.v2018-08-01
will return v2018-08-01
"""
sub_module_from_package = package_name.replace("-", ".")
if not module_name.startswith(sub_module_from_package):
_LOGGER.warning(f"Submodule {module_name} does not start with package name {package_name}")
return
return module_name[len(sub_module_from_package)+1:]
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(
description='Code fingerprint building',
formatter_class=argparse.RawTextHelpFormatter,
)
parser.add_argument('package_name',
help='Package name.')
parser.add_argument('--version', '-v',
dest='version',
help='The version of the package you want. By default, latest and current branch.')
parser.add_argument('--no-venv',
dest='no_venv', action="store_true",
help="If version is provided, this will assume the current accessible package is already this version. You should probably not use it.")
parser.add_argument('--pypi',
dest='pypi', action="store_true",
help="If provided, build report for all versions on pypi of this package.")
parser.add_argument('--last-pypi',
dest='last_pypi', action="store_true",
help="If provided, build report for last version on pypi of this package.")
parser.add_argument("--debug",
dest="debug", action="store_true",
help="Verbosity in DEBUG mode")
parser.add_argument("--output",
dest="output",
help="Override output path.")
args = parser.parse_args()
logging.basicConfig(level=logging.DEBUG if args.debug else logging.INFO)
main(args.package_name, args.version, args.no_venv, args.pypi, args.last_pypi, args.output)
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