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# coding: utf-8
import codecs
import copy
import imp
import inspect
import os
import re
import sys
import jsonschema
import yaml
from six import string_types, text_type
from copy import deepcopy
from functools import wraps
from importlib import import_module
from collections import OrderedDict
from flask import Response
from flask import abort
from flask import current_app
from flask import request
from flask.views import MethodView
from .constants import OPTIONAL_FIELDS
from .marshmallow_apispec import SwaggerView
from .marshmallow_apispec import convert_schemas
def merge_specs(target, source):
"""
Update target dictionary with values from the source, recursively.
List items will be merged.
"""
for key, value in source.items():
if isinstance(value, dict):
node = target.setdefault(key, {})
merge_specs(node, value)
elif isinstance(value, list):
node = target.setdefault(key, [])
node.extend(value)
else:
target[key] = value
def get_schema_specs(schema_id, swagger):
ignore_verbs = set(
swagger.config.get('ignore_verbs', ("HEAD", "OPTIONS")))
# technically only responses is non-optional
optional_fields \
= swagger.config.get('optional_fields') or OPTIONAL_FIELDS
with swagger.app.app_context():
specs = get_specs(
current_app.url_map.iter_rules(), ignore_verbs,
optional_fields, swagger.sanitizer)
swags = (swag for _, verbs in specs for _, swag in verbs
if swag is not None)
for swag in swags:
for d in swag.get('parameters', []):
d_schema_id = d.get('schema', {}).get('id')
if d_schema_id is not None \
and d_schema_id.lower() == schema_id.lower():
return swag
def get_specs(rules, ignore_verbs, optional_fields, sanitizer, doc_dir=None):
specs = []
for rule in rules:
endpoint = current_app.view_functions[rule.endpoint]
methods = dict()
is_mv = is_valid_method_view(endpoint)
for verb in rule.methods.difference(ignore_verbs):
if not is_mv and has_valid_dispatch_view_docs(endpoint):
endpoint.methods = endpoint.methods or ['GET']
if verb in endpoint.methods:
methods[verb.lower()] = endpoint
elif getattr(endpoint, 'methods', None) is not None:
if verb in endpoint.methods:
verb = verb.lower()
if hasattr(endpoint.view_class, verb):
methods[verb] = getattr(endpoint.view_class, verb)
else:
methods[verb.lower()] = endpoint
verbs = []
for verb, method in methods.items():
klass = method.__dict__.get('view_class', None)
if not is_mv and klass and hasattr(klass, 'verb'):
method = getattr(klass, 'verb', None)
elif klass and hasattr(klass, 'dispatch_request'):
method = getattr(klass, 'dispatch_request', None)
if method is None: # for MethodView
method = getattr(klass, verb, None)
if method is None:
if is_mv: # #76 Empty MethodViews
continue
raise RuntimeError(
'Cannot detect view_func for rule {0}'.format(rule)
)
swag = {}
swagged = False
if getattr(method, 'specs_dict', None):
definition = {}
merge_specs(
swag,
convert_schemas(deepcopy(method.specs_dict), definition)
)
swag['definitions'] = definition
swagged = True
view_class = getattr(endpoint, 'view_class', None)
if view_class and issubclass(view_class, SwaggerView):
apispec_swag = {}
apispec_attrs = optional_fields + [
'parameters', 'definitions', 'responses',
'summary', 'description'
]
for attr in apispec_attrs:
value = getattr(view_class, attr)
if value:
apispec_swag[attr] = value
apispec_definitions = apispec_swag.get('definitions', {})
swag.update(
convert_schemas(apispec_swag, apispec_definitions)
)
swag['definitions'] = apispec_definitions
swagged = True
if doc_dir:
if view_class:
file_path = os.path.join(
doc_dir, endpoint.__name__, method.__name__ + '.yml')
else:
file_path = os.path.join(
doc_dir, endpoint.__name__ + '.yml')
if os.path.isfile(file_path):
func = method.__func__ \
if hasattr(method, '__func__') else method
setattr(func, 'swag_type', 'yml')
setattr(func, 'swag_path', file_path)
doc_summary, doc_description, doc_swag = parse_docstring(
method, sanitizer, endpoint=rule.endpoint, verb=verb)
if doc_swag:
merge_specs(swag, doc_swag)
swagged = True
if swagged:
if doc_summary:
swag['summary'] = doc_summary
if doc_description:
swag['description'] = doc_description
verbs.append((verb, swag))
if verbs:
specs.append((rule, verbs))
return specs
def swag_from(
specs=None, filetype=None, endpoint=None, methods=None,
validation=False, schema_id=None, data=None, definition=None,
validation_function=None, validation_error_handler=None):
"""
Takes a filename.yml, a dictionary or object and loads swagger specs.
:param specs: a filepath, a dictionary or an object
:param filetype: yml or yaml (json and py to be implemented)
:param endpoint: endpoint to build definition name
:param methods: method to build method based specs
:param validation: perform validation?
:param schema_id: Definition id ot name to use for validation
:param data: data to validate (default is request.json)
:param definition: alias to schema_id
:param validation_function:
custom validation function which takes the positional
arguments: data to be validated at first and schema to validate
against at second
:param validation_error_handler: custom function to handle
exceptions thrown when validating which takes the exception
thrown as the first, the data being validated as the second and
the schema being used to validate as the third argument
"""
def resolve_path(function, filepath):
try:
from pathlib import Path
if isinstance(filepath, Path):
filepath = str(filepath)
except ImportError:
pass
if not filepath.startswith('/'):
if not hasattr(function, 'root_path'):
function.root_path = get_root_path(function)
res = os.path.join(function.root_path, filepath)
return res
return filepath
def set_from_filepath(function):
final_filepath = resolve_path(function, specs)
function.swag_type = filetype or final_filepath.split('.')[-1]
if endpoint or methods:
if not hasattr(function, 'swag_paths'):
function.swag_paths = {}
if not endpoint and not methods:
function.swag_path = final_filepath
elif endpoint and methods:
for verb in methods:
key = "{}_{}".format(endpoint, verb.lower())
function.swag_paths[key] = final_filepath
elif endpoint and not methods:
function.swag_paths[endpoint] = final_filepath
elif methods and not endpoint:
for verb in methods:
function.swag_paths[verb.lower()] = final_filepath
def set_from_specs_dict(function):
function.specs_dict = specs
def is_path(specs):
""" Returns True if specs is a string or pathlib.Path
"""
is_str_path = isinstance(specs, string_types)
try:
from pathlib import Path
is_py3_path = isinstance(specs, Path)
return is_str_path or is_py3_path
except ImportError:
return is_str_path
def decorator(function):
if is_path(specs):
set_from_filepath(function)
# function must have or a single swag_path or a list of them
swag_path = getattr(function, 'swag_path', None)
swag_paths = getattr(function, 'swag_paths', None)
validate_args = {
'filepath': swag_path or swag_paths,
'root': getattr(function, 'root_path', None)
}
if isinstance(specs, dict):
set_from_specs_dict(function)
validate_args = {'specs': specs}
@wraps(function)
def wrapper(*args, **kwargs):
if validation is True:
validate(
data,
schema_id or definition,
validation_function=validation_function,
validation_error_handler=validation_error_handler,
**validate_args
)
return function(*args, **kwargs)
return wrapper
return decorator
def __replace_ref(schema, relative_path, swag):
""" TODO: add dev docs
:param schema:
:param relative_path:
:param swag:
:return:
"""
absolute_path = os.path.dirname(sys.argv[0])
new_value = {}
for key, value in schema.items():
if isinstance(value, dict):
new_value[key] = __replace_ref(value, relative_path, swag)
elif key == '$ref':
# see:
# https://swagger.io/docs/specification/describing-request-body/
if len(value) > 2 and value.startswith('#/'): # $ref is local
content = swag
for id in value.split('/')[1:]:
content = content[id]
return __replace_ref(content, relative_path, swag) \
if isinstance(content, dict) else content
if len(value) > 0 and value[0] == '/':
file_ref_path = absolute_path + value
else:
file_ref_path = relative_path + '/' + value
relative_path = os.path.dirname(file_ref_path)
with open(file_ref_path) as file:
file_content = file.read()
comment_index = file_content.rfind('---')
if comment_index > 0:
comment_index = comment_index + 3
else:
comment_index = 0
content = yaml.safe_load((file_content[comment_index:]))
new_value = content
if isinstance(content, dict):
new_value = __replace_ref(content, relative_path, swag)
else:
new_value[key] = value
return new_value
def validate(
data=None, schema_id=None, filepath=None, root=None, definition=None,
specs=None, validation_function=None, validation_error_handler=None,
require_data=True):
"""
This method is available to use YAML swagger definitions file
or specs (dict or object) to validate data against its jsonschema.
example:
validate({"item": 1}, 'item_schema', 'defs.yml', root=__file__)
validate(request.json, 'User', specs={'definitions': {'User': ...}})
:param data: data to validate, by default is request.json
:param schema_id: The definition id to use to validate (from specs)
:param filepath: definition filepath to load specs
:param root: root folder (inferred if not provided), unused if path
starts with `/`
:param definition: Alias to schema_id (kept for backwards
compatibility)
:param specs: load definitions from dict or object passed here
instead of a file.
:param validation_function: custom validation function which takes
the positional arguments: data to be validated at first and
schema to validate against at second
:param validation_error_handler: custom function to handle
exceptions thrown when validating which takes the exception
thrown as the first, the data being validated as the second and
the schema being used to validate as the third argument
:param require_data: is the data param required?
"""
schema_id = schema_id or definition
# for backwards compatibility with function signature
if filepath is None and specs is None:
abort(Response('Filepath or specs is needed to validate', status=500))
if data is None:
data = request.json # defaults
elif callable(data):
# data=lambda: request.json
data = data()
if not data and require_data:
abort(Response('No data to validate', status=400))
# not used anymore but kept to reuse with marshmallow
endpoint = request.endpoint.lower().replace('.', '_')
verb = request.method.lower()
if filepath is not None:
if not root:
try:
frame_info = inspect.stack()[1]
root = os.path.dirname(os.path.abspath(frame_info[1]))
except Exception:
root = None
else:
root = os.path.dirname(root)
if not filepath.startswith('/'):
final_filepath = os.path.join(root, filepath)
else:
final_filepath = filepath
full_doc = load_from_file(final_filepath)
yaml_start = full_doc.find('---')
swag = yaml.safe_load(full_doc[yaml_start if yaml_start >= 0 else 0:])
else:
swag = copy.deepcopy(specs)
params = [
item for item in swag.get('parameters', [])
if item.get('schema')
]
definitions = {}
main_def = {}
raw_definitions = extract_definitions(params, endpoint=endpoint, verb=verb)
if schema_id is None:
for param in params:
if param.get('in') == 'body':
schema_id = param.get('schema', {}).get('$ref')
if schema_id:
schema_id = schema_id.split('/')[-1]
break # consider only the first
if schema_id is None:
# if it is still none use first raw_definition extracted
if raw_definitions:
schema_id = raw_definitions[0].get('id')
for defi in raw_definitions:
if defi['id'].lower() == schema_id.lower():
main_def = defi.copy()
else:
definitions[defi['id']] = defi
# support definitions informed in dict
if schema_id in swag.get('definitions', {}):
main_def = swag.get('definitions', {}).get(schema_id)
main_def['definitions'] = definitions
for key, value in definitions.items():
if 'id' in value:
del value['id']
if validation_function is None:
validation_function = jsonschema.validate
absolute_path = os.path.dirname(sys.argv[0])
if filepath is None:
relative_path = absolute_path
else:
relative_path = os.path.dirname(filepath)
main_def = __replace_ref(main_def, relative_path, swag)
try:
validation_function(data, main_def)
except Exception as err:
if validation_error_handler is not None:
validation_error_handler(err, data, main_def)
else:
abort(Response(str(err), status=400))
def apispec_to_template(app, spec, definitions=None, paths=None):
"""
Converts apispec object in to flasgger definitions template
:param app: Current app
:param spec: apispec.APISpec
:param definitions: a list of [Schema, ..] or [('Name', Schema), ..]
:param paths: A list of flask views
"""
definitions = definitions or []
paths = paths or []
with app.app_context():
for definition in definitions:
if isinstance(definition, (tuple, list)):
name, schema = definition
else:
schema = definition
name = schema.__name__.replace('Schema', '')
spec.components.schema(name, schema=schema)
for path in paths:
spec.path(view=path)
spec_dict = spec.to_dict()
ret = ordered_dict_to_dict(spec_dict)
return ret
def ordered_dict_to_dict(d):
"""
Converts inner OrderedDict to bare dict
"""
ret = {}
new_d = deepcopy(d)
for k, v in new_d.items():
if isinstance(v, OrderedDict):
v = dict(v)
if isinstance(v, dict):
v = ordered_dict_to_dict(v)
ret[k] = v
return ret
def remove_suffix(fpath): # pragma: no cover
"""Remove all file ending suffixes"""
return os.path.splitext(fpath)[0]
def is_python_file(fpath): # pragma: no cover
"""Naive Python module filterer"""
return fpath.endswith(".py") and "__" not in fpath
def pathify(basenames, examples_dir="examples/"): # pragma: no cover
"""*nix to python module path"""
example = examples_dir.replace("/", ".")
return [example + basename for basename in basenames]
def get_examples(examples_dir="examples/"): # pragma: no cover
"""All example modules"""
all_files = os.listdir(examples_dir)
python_files = [f for f in all_files if is_python_file(f)]
basenames = [remove_suffix(f) for f in python_files]
modules = [import_module(module) for module in pathify(basenames)]
return [
module for module in modules
if getattr(module, 'app', None) is not None
]
def get_path_from_doc(full_doc):
"""
If `file:` is provided import the file.
"""
swag_path = full_doc.replace('file:', '').strip()
swag_type = swag_path.split('.')[-1]
return swag_path, swag_type
def json_to_yaml(content):
"""
TODO: convert json to yaml
"""
return content
def load_from_file(swag_path, swag_type='yml', root_path=None):
"""
Load specs from YAML file
"""
if swag_type not in ('yaml', 'yml'):
raise AttributeError("Currently only yaml or yml supported")
# TODO: support JSON
try:
enc = detect_by_bom(swag_path)
with codecs.open(swag_path, encoding=enc) as yaml_file:
return yaml_file.read()
except IOError:
# not in the same dir, add dirname
swag_path = os.path.join(
root_path or os.path.dirname(__file__), swag_path
)
try:
enc = detect_by_bom(swag_path)
with codecs.open(swag_path, encoding=enc) as yaml_file:
return yaml_file.read()
except IOError: # pragma: no cover
# if package dir
# see https://github.com/rochacbruno/flasgger/pull/104
# Still not able to reproduce this case
# test are in examples/package_example
# need more detail on how to reproduce IOError here
swag_path = swag_path.replace("/", os.sep).replace("\\", os.sep)
path = swag_path.replace(
(root_path or os.path.dirname(__file__)), ''
).split(os.sep)[1:]
site_package = imp.find_module(path[0])[1]
swag_path = os.path.join(site_package, os.sep.join(path[1:]))
with open(swag_path) as yaml_file:
return yaml_file.read()
def detect_by_bom(path, default='utf-8'):
with open(path, 'rb') as f:
raw = f.read(4) # will read less if the file is smaller
for enc, boms in \
('utf-8-sig', (codecs.BOM_UTF8,)),\
('utf-16', (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE)),\
('utf-32', (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE)):
if any(raw.startswith(bom) for bom in boms):
return enc
return default
def parse_docstring(obj, process_doc, endpoint=None, verb=None):
"""
Gets swag data for method/view docstring
"""
first_line, other_lines, swag = None, None, None
full_doc = None
swag_path = getattr(obj, 'swag_path', None)
swag_type = getattr(obj, 'swag_type', 'yml')
swag_paths = getattr(obj, 'swag_paths', None)
root_path = get_root_path(obj)
from_file = False
if swag_path is not None:
full_doc = load_from_file(swag_path, swag_type)
from_file = True
elif swag_paths is not None:
for key in ("{}_{}".format(endpoint, verb), endpoint, verb.lower()):
if key in swag_paths:
full_doc = load_from_file(swag_paths[key], swag_type)
break
from_file = True
# TODO: handle multiple root_paths
# to support `import: ` from multiple places
else:
full_doc = inspect.getdoc(obj)
if full_doc:
if full_doc.startswith('file:'):
if not hasattr(obj, 'root_path'):
obj.root_path = root_path
swag_path, swag_type = get_path_from_doc(full_doc)
doc_filepath = os.path.join(obj.root_path, swag_path)
full_doc = load_from_file(doc_filepath, swag_type)
from_file = True
full_doc = parse_imports(full_doc, root_path)
yaml_sep = full_doc.find('---')
if yaml_sep != -1:
line_feed = full_doc.find('\n')
if line_feed != -1:
first_line = process_doc(full_doc[:line_feed])
other_lines = process_doc(
full_doc[line_feed + 1: yaml_sep]
)
swag = yaml.safe_load(full_doc[yaml_sep + 4:])
else:
if from_file:
swag = yaml.safe_load(full_doc)
else:
first_line = full_doc
return first_line, other_lines, swag
def get_root_path(obj):
"""
Get file path for object and returns its dirname
"""
try:
filename = os.path.abspath(obj.__globals__['__file__'])
except (KeyError, AttributeError):
if getattr(obj, '__wrapped__', None):
# decorator package has been used in view
return get_root_path(obj.__wrapped__)
filename = inspect.getfile(obj)
return os.path.dirname(filename)
def parse_definition_docstring(obj, process_doc):
"""
Gets swag data from docstring for class based definitions
"""
doc_lines, swag = None, None
full_doc = None
swag_path = getattr(obj, 'swag_path', None)
swag_type = getattr(obj, 'swag_type', 'yml')
if swag_path is not None:
full_doc = load_from_file(swag_path, swag_type)
else:
full_doc = inspect.getdoc(obj)
if full_doc:
if full_doc.startswith('file:'):
if not hasattr(obj, 'root_path'):
obj.root_path = get_root_path(obj)
swag_path, swag_type = get_path_from_doc(full_doc)
doc_filepath = os.path.join(obj.root_path, swag_path)
full_doc = load_from_file(doc_filepath, swag_type)
yaml_sep = full_doc.find('---')
if yaml_sep != -1:
doc_lines = process_doc(
full_doc[:yaml_sep - 1]
)
swag = yaml.safe_load(full_doc[yaml_sep:])
else:
doc_lines = process_doc(full_doc)
return doc_lines, swag
def parse_imports(full_doc, root_path=None):
"""
Supports `import: otherfile.yml` in docstring specs
"""
regex = re.compile('import: "(.*)"')
import_prop = regex.search(full_doc)
if import_prop:
start = import_prop.start()
spaces_num = start - full_doc.rfind('\n', 0, start) - 1
filepath = import_prop.group(1)
if filepath.startswith('/'):
imported_doc = load_from_file(filepath)
else:
imported_doc = load_from_file(filepath, root_path=root_path)
indented_imported_doc = imported_doc.replace(
'\n', '\n' + ' ' * spaces_num
)
full_doc = regex.sub(indented_imported_doc, full_doc, count=1)
return parse_imports(full_doc)
return full_doc
def extract_definitions(alist, level=None, endpoint=None, verb=None,
prefix_ids=False):
"""
Since we couldn't be bothered to register models elsewhere
our definitions need to be extracted from the parameters.
We require an 'id' field for the schema to be correctly
added to the definitions list.
"""
endpoint = endpoint or request.endpoint.lower()
verb = verb or request.method.lower()
endpoint = endpoint.replace('.', '_')
def _extract_array_defs(source):
"""
Extracts definitions identified by `id`
"""
# extract any definitions that are within arrays
# this occurs recursively
ret = []
items = source.get('items')
if items is not None and 'schema' in items:
ret += extract_definitions(
[items], level + 1, endpoint, verb, prefix_ids)
return ret
# for tracking level of recursion
if level is None:
level = 0
defs = list()
for item in alist:
if not getattr(item, 'get'):
raise RuntimeError('definitions must be a list of dicts')
schema = item.get("schema")
if schema is not None:
schema_id = schema.get("id")
if schema_id is not None:
# add endpoint_verb to schema id to avoid conflicts
if prefix_ids:
schema['id'] = schema_id = "{}_{}_{}".format(
endpoint, verb, schema_id
)
# ^ api['SWAGGER']['prefix_ids'] = True
# ... for backwards compatibility with <= 0.5.14
defs.append(schema)
ref = {"$ref": "#/definitions/{}".format(schema_id)}
# only add the reference as a schema if we are in a
# response or a parameter i.e. at the top level
# directly ref if a definition is used within another
# definition
if level == 0:
item['schema'] = ref
else:
item.update(ref)
del item['schema']
# extract any definitions that are within properties
# this occurs recursively
properties = schema.get('properties')
if properties is not None:
defs += extract_definitions(
properties.values(), level + 1, endpoint, verb, prefix_ids)
defs += _extract_array_defs(schema)
defs += _extract_array_defs(item)
return defs
def has_valid_dispatch_view_docs(endpoint):
"""
Return True if dispatch_request is swaggable
"""
klass = endpoint.__dict__.get('view_class', None)
return klass and hasattr(klass, 'dispatch_request') \
and hasattr(endpoint, 'methods') \
and getattr(klass, 'dispatch_request').__doc__
def is_valid_method_view(endpoint):
"""
Return True if obj is MethodView
"""
klass = endpoint.__dict__.get('view_class', None)
try:
return issubclass(klass, MethodView)
except TypeError:
return False
def get_vendor_extension_fields(mapping):
"""
Identify vendor extension fields and extract them into a new dictionary.
Examples:
>>> get_vendor_extension_fields({'test': 1})
{}
>>> get_vendor_extension_fields({'test': 1, 'x-test': 2})
{'x-test': 2}
"""
return {k: v for k, v in mapping.items() if k.startswith('x-')}
class StringLike(object):
"""
Class to mimic the behavior of a regular string. Classes that inherit (or
mixin) this class must implement the `__str__` magic method. Whatever that
method returns is used by the various string-like methods.
"""
def __getattr__(self, attr):
"""
Forwards any non-magic methods to the resulting string's class. This
allows support for string methods like `upper()`, `lower()`, etc.
"""
string = self.text_type(self)
if hasattr(string, attr):
return getattr(string, attr)
raise AttributeError(attr)
def __len__(self):
return len(self.text_type(self))
def __getitem__(self, key):
return self.text_type(self)[key]
def __iter__(self):
return iter(self.text_type(self))
def __contains__(self, item):
return item in self.text_type(self)
def __add__(self, other):
return self.text_type(self) + other
def __radd__(self, other):
return other + self.text_type(self)
def __mul__(self, other):
return self.text_type(self) * other
def __rmul__(self, other):
return other * self.text_type(self)
def __lt__(self, other):
return self.text_type(self) < other
def __le__(self, other):
return self.text_type(self) <= other
def __eq__(self, other):
return self.text_type(self) == other
def __ne__(self, other):
return self.text_type(self) != other
def __gt__(self, other):
return self.text_type(self) > other
def __ge__(self, other):
return self.text_type(self) >= other
@property
def text_type(self):
return text_type
class LazyString(StringLike):
"""
A lazy string *without* caching. The resulting string is regenerated for
every request.
"""
def __init__(self, func):
"""
Creates a `LazyString` object using `func` as the delayed closure.
`func` must return a string.
"""
self._func = func
def __str__(self):
"""
Returns the actual string.
"""
return self.text_type(self._func())
class CachedLazyString(LazyString):
"""
A lazy string with caching.
"""
def __init__(self, func):
"""
Uses `__init__()` from the parent and initializes a cache.
"""
super(CachedLazyString, self).__init__(func)
self._cache = None
def __str__(self):
"""
Returns the actual string and caches the result.
"""
if not self._cache:
self._cache = self.text_type(self._func())
return self._cache
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