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airbyte/airbyte-integrations/bases/base-python/base_python/schema_helpers.py
Davin Chia f660b0a946 Add template generation for Santa aka CDK. (#3034)
Template generation for new Source using the Santa CDK - provide basic scaffolding for someone implementing a new source.

General approach is to buff up comments in the original SDK, and add TODOs with secondary comments in the generated stub methods, as well as links to existing examples (e.g. Stripe or ExchangeRate api) users can look at.

Checked in and added tests for the generated modules.
2021-04-25 18:02:33 +08:00

126 lines
4.9 KiB
Python

# MIT License
#
# Copyright (c) 2020 Airbyte
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import json
import os
import pkgutil
from typing import Dict
import pkg_resources
from jsonschema import RefResolver
class JsonSchemaResolver:
"""Helper class to expand $ref items in json schema"""
def __init__(self, shared_schemas_path: str):
self._shared_refs = self._load_shared_schema_refs(shared_schemas_path)
@staticmethod
def _load_shared_schema_refs(shared_schemas_path: str):
shared_file_names = [f for f in os.scandir(shared_schemas_path) if f.isfile()]
shared_schema_refs = {}
for shared_file in shared_file_names:
with open(os.path.join(shared_schemas_path, shared_file)) as data_file:
shared_schema_refs[shared_file] = json.load(data_file)
return shared_schema_refs
def _resolve_schema_references(self, schema: dict, resolver: RefResolver) -> dict:
if "$ref" in schema:
reference_path = schema.pop("$ref", None)
resolved = resolver.resolve(reference_path)[1]
schema.update(resolved)
return self._resolve_schema_references(schema, resolver)
if "properties" in schema:
for k, val in schema["properties"].items():
schema["properties"][k] = self._resolve_schema_references(val, resolver)
if "patternProperties" in schema:
for k, val in schema["patternProperties"].items():
schema["patternProperties"][k] = self._resolve_schema_references(val, resolver)
if "items" in schema:
schema["items"] = self._resolve_schema_references(schema["items"], resolver)
if "anyOf" in schema:
for i, element in enumerate(schema["anyOf"]):
schema["anyOf"][i] = self._resolve_schema_references(element, resolver)
return schema
def resolve(self, schema: dict, refs: Dict[str, dict] = None) -> dict:
"""Resolves and replaces json-schema $refs with the appropriate dict.
Recursively walks the given schema dict, converting every instance
of $ref in a 'properties' structure with a resolved dict.
This modifies the input schema and also returns it.
Arguments:
schema:
the schema dict
refs:
a dict of <string, dict> which forms a store of referenced schemata
Returns:
schema
"""
refs = refs or {}
refs = {**self._shared_refs, **refs}
return self._resolve_schema_references(schema, RefResolver("", schema, store=refs))
class ResourceSchemaLoader:
"""JSONSchema loader from package resources"""
def __init__(self, package_name: str):
self.package_name = package_name
def get_schema(self, name: str) -> dict:
"""
This method retrieves a JSON schema from the schemas/ folder.
The expected file structure is to have all top-level schemas (corresponding to streams) in the "schemas/" folder, with any shared $refs
living inside the "schemas/shared/" folder. For example:
schemas/shared/<shared_definition>.json
schemas/<name>.json # contains a $ref to shared_definition
schemas/<name2>.json # contains a $ref to shared_definition
"""
schema_filename = f"schemas/{name}.json"
raw_file = pkgutil.get_data(self.package_name, schema_filename)
if not raw_file:
raise IOError(f"Cannot find file {schema_filename}")
try:
raw_schema = json.loads(raw_file)
except ValueError:
# TODO use proper logging
print(f"Invalid JSON file format for file {schema_filename}")
raise
shared_schemas_folder = pkg_resources.resource_filename(self.package_name, "schemas/shared/")
if os.path.exists(shared_schemas_folder):
return JsonSchemaResolver(shared_schemas_folder).resolve(raw_schema)
return raw_schema