85449c975c
* default types and default values * cleanup * fixes so read works * remove prints and trycatch * comment * remove unused param * split file * extract method * extract methods * comment * optional * fix test * cleanup * delete interpolated request header provider * simplify next page url paginator interface * comment * format
262 lines
11 KiB
Python
262 lines
11 KiB
Python
#
|
|
# Copyright (c) 2022 Airbyte, Inc., all rights reserved.
|
|
#
|
|
|
|
from airbyte_cdk.sources.declarative.declarative_stream import DeclarativeStream
|
|
from airbyte_cdk.sources.declarative.decoders.json_decoder import JsonDecoder
|
|
from airbyte_cdk.sources.declarative.extractors.record_filter import RecordFilter
|
|
from airbyte_cdk.sources.declarative.extractors.record_selector import RecordSelector
|
|
from airbyte_cdk.sources.declarative.parsers.factory import DeclarativeComponentFactory
|
|
from airbyte_cdk.sources.declarative.parsers.yaml_parser import YamlParser
|
|
from airbyte_cdk.sources.declarative.requesters.http_requester import HttpRequester
|
|
from airbyte_cdk.sources.declarative.requesters.paginators.next_page_url_paginator import NextPageUrlPaginator
|
|
from airbyte_cdk.sources.declarative.requesters.request_options.interpolated_request_options_provider import (
|
|
InterpolatedRequestOptionsProvider,
|
|
)
|
|
from airbyte_cdk.sources.declarative.requesters.requester import HttpMethod
|
|
from airbyte_cdk.sources.declarative.requesters.retriers.default_retrier import DefaultRetrier
|
|
from airbyte_cdk.sources.declarative.retrievers.simple_retriever import SimpleRetriever
|
|
from airbyte_cdk.sources.declarative.schema.json_schema import JsonSchema
|
|
from airbyte_cdk.sources.streams.http.requests_native_auth.token import TokenAuthenticator
|
|
|
|
factory = DeclarativeComponentFactory()
|
|
|
|
parser = YamlParser()
|
|
|
|
input_config = {"apikey": "verysecrettoken", "repos": ["airbyte", "airbyte-cloud"]}
|
|
|
|
|
|
def test_factory():
|
|
content = """
|
|
limit: 50
|
|
offset_request_parameters:
|
|
offset: "{{ next_page_token['offset'] }}"
|
|
limit: "*ref(limit)"
|
|
request_options:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.request_options.interpolated_request_options_provider.InterpolatedRequestOptionsProvider
|
|
request_parameters: "*ref(offset_request_parameters)"
|
|
request_body_json:
|
|
body_offset: "{{ next_page_token['offset'] }}"
|
|
"""
|
|
config = parser.parse(content)
|
|
request_options_provider = factory.create_component(config["request_options"], input_config)()
|
|
assert type(request_options_provider) == InterpolatedRequestOptionsProvider
|
|
assert request_options_provider._parameter_interpolator._config == input_config
|
|
assert request_options_provider._parameter_interpolator._interpolator._mapping["offset"] == "{{ next_page_token['offset'] }}"
|
|
assert request_options_provider._body_json_interpolator._config == input_config
|
|
assert request_options_provider._body_json_interpolator._interpolator._mapping["body_offset"] == "{{ next_page_token['offset'] }}"
|
|
|
|
|
|
def test_interpolate_config():
|
|
content = """
|
|
authenticator:
|
|
class_name: airbyte_cdk.sources.streams.http.requests_native_auth.token.TokenAuthenticator
|
|
token: "{{ config['apikey'] }}"
|
|
"""
|
|
config = parser.parse(content)
|
|
authenticator = factory.create_component(config["authenticator"], input_config)()
|
|
assert authenticator._tokens == ["verysecrettoken"]
|
|
|
|
|
|
def test_list_based_stream_slicer_with_values_refd():
|
|
content = """
|
|
repositories: ["airbyte", "airbyte-cloud"]
|
|
stream_slicer:
|
|
class_name: airbyte_cdk.sources.declarative.stream_slicers.list_stream_slicer.ListStreamSlicer
|
|
slice_values: "*ref(repositories)"
|
|
slice_definition:
|
|
repository: "{{ slice_value }}"
|
|
"""
|
|
config = parser.parse(content)
|
|
stream_slicer = factory.create_component(config["stream_slicer"], input_config)()
|
|
assert ["airbyte", "airbyte-cloud"] == stream_slicer._slice_values
|
|
|
|
|
|
def test_list_based_stream_slicer_with_values_defined_in_config():
|
|
content = """
|
|
stream_slicer:
|
|
class_name: airbyte_cdk.sources.declarative.stream_slicers.list_stream_slicer.ListStreamSlicer
|
|
slice_values: "{{config['repos']}}"
|
|
slice_definition:
|
|
repository: "{{ slice_value }}"
|
|
"""
|
|
config = parser.parse(content)
|
|
stream_slicer = factory.create_component(config["stream_slicer"], input_config)()
|
|
assert ["airbyte", "airbyte-cloud"] == stream_slicer._slice_values
|
|
|
|
|
|
def test_full_config():
|
|
content = """
|
|
decoder:
|
|
class_name: "airbyte_cdk.sources.declarative.decoders.json_decoder.JsonDecoder"
|
|
extractor:
|
|
class_name: airbyte_cdk.sources.declarative.extractors.jello.JelloExtractor
|
|
decoder: "*ref(decoder)"
|
|
selector:
|
|
class_name: airbyte_cdk.sources.declarative.extractors.record_selector.RecordSelector
|
|
record_filter:
|
|
class_name: airbyte_cdk.sources.declarative.extractors.record_filter.RecordFilter
|
|
condition: "{{ record['id'] > stream_state['id'] }}"
|
|
metadata_paginator:
|
|
class_name: "airbyte_cdk.sources.declarative.requesters.paginators.next_page_url_paginator.NextPageUrlPaginator"
|
|
next_page_token_template:
|
|
"next_page_url": "{{ decoded_response['_metadata']['next'] }}"
|
|
next_page_url_from_token_partial:
|
|
class_name: "airbyte_cdk.sources.declarative.interpolation.interpolated_string.InterpolatedString"
|
|
string: "{{ next_page_token['next_page_url'] }}"
|
|
request_options_provider:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.request_options.interpolated_request_options_provider.InterpolatedRequestOptionsProvider
|
|
requester:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.http_requester.HttpRequester
|
|
name: "{{ options['name'] }}"
|
|
url_base: "https://api.sendgrid.com/v3/"
|
|
http_method: "GET"
|
|
authenticator:
|
|
class_name: airbyte_cdk.sources.streams.http.requests_native_auth.token.TokenAuthenticator
|
|
token: "{{ config['apikey'] }}"
|
|
request_parameters_provider: "*ref(request_options_provider)"
|
|
retrier:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.retriers.default_retrier.DefaultRetrier
|
|
retriever:
|
|
class_name: "airbyte_cdk.sources.declarative.retrievers.simple_retriever.SimpleRetriever"
|
|
name: "{{ options['name'] }}"
|
|
state:
|
|
class_name: airbyte_cdk.sources.declarative.states.dict_state.DictState
|
|
stream_slicer:
|
|
class_name: airbyte_cdk.sources.declarative.stream_slicers.single_slice.SingleSlice
|
|
paginator:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.paginators.no_pagination.NoPagination
|
|
primary_key: "{{ options['primary_key'] }}"
|
|
partial_stream:
|
|
class_name: "airbyte_cdk.sources.declarative.declarative_stream.DeclarativeStream"
|
|
schema_loader:
|
|
class_name: airbyte_cdk.sources.declarative.schema.json_schema.JsonSchema
|
|
file_path: "./source_sendgrid/schemas/{{options['name']}}.json"
|
|
cursor_field: [ ]
|
|
list_stream:
|
|
ref: "*ref(partial_stream)"
|
|
options:
|
|
name: "lists"
|
|
primary_key: "id"
|
|
extractor:
|
|
ref: "*ref(extractor)"
|
|
transform: ".result[]"
|
|
retriever:
|
|
ref: "*ref(retriever)"
|
|
requester:
|
|
ref: "*ref(requester)"
|
|
path:
|
|
ref: "*ref(next_page_url_from_token_partial)"
|
|
default: "marketing/lists"
|
|
paginator:
|
|
ref: "*ref(metadata_paginator)"
|
|
record_selector:
|
|
ref: "*ref(selector)"
|
|
check:
|
|
class_name: airbyte_cdk.sources.declarative.checks.check_stream.CheckStream
|
|
stream_names: ["list_stream"]
|
|
"""
|
|
config = parser.parse(content)
|
|
|
|
stream_config = config["list_stream"]
|
|
assert stream_config["class_name"] == "airbyte_cdk.sources.declarative.declarative_stream.DeclarativeStream"
|
|
assert stream_config["cursor_field"] == []
|
|
stream = factory.create_component(stream_config, input_config)()
|
|
assert type(stream) == DeclarativeStream
|
|
assert stream.primary_key == "id"
|
|
assert stream.name == "lists"
|
|
assert type(stream._schema_loader) == JsonSchema
|
|
assert type(stream._retriever) == SimpleRetriever
|
|
assert stream._retriever._requester._method == HttpMethod.GET
|
|
assert stream._retriever._requester._authenticator._tokens == ["verysecrettoken"]
|
|
assert type(stream._retriever._record_selector) == RecordSelector
|
|
assert type(stream._retriever._record_selector._extractor._decoder) == JsonDecoder
|
|
assert stream._retriever._record_selector._extractor._transform == ".result[]"
|
|
assert type(stream._retriever._record_selector._record_filter) == RecordFilter
|
|
assert stream._retriever._record_selector._record_filter._filter_interpolator._condition == "{{ record['id'] > stream_state['id'] }}"
|
|
assert stream._schema_loader._file_path._string == "./source_sendgrid/schemas/lists.json"
|
|
|
|
checker = factory.create_component(config["check"], input_config)()
|
|
streams_to_check = checker._stream_names
|
|
assert len(streams_to_check) == 1
|
|
assert list(streams_to_check)[0] == "list_stream"
|
|
|
|
assert stream._retriever._requester._path._default == "marketing/lists"
|
|
|
|
|
|
def test_create_requester():
|
|
content = """
|
|
requester:
|
|
class_name: airbyte_cdk.sources.declarative.requesters.http_requester.HttpRequester
|
|
path: "/v3/marketing/lists"
|
|
name: lists
|
|
url_base: "https://api.sendgrid.com"
|
|
authenticator:
|
|
type: "TokenAuthenticator"
|
|
token: "{{ config.apikey }}"
|
|
request_options_provider:
|
|
request_parameters:
|
|
page_size: 10
|
|
request_headers:
|
|
header: header_value
|
|
"""
|
|
config = parser.parse(content)
|
|
component = factory.create_component(config["requester"], input_config)()
|
|
assert isinstance(component, HttpRequester)
|
|
assert isinstance(component._retrier, DefaultRetrier)
|
|
assert component._path._string == "/v3/marketing/lists"
|
|
assert component._url_base._string == "https://api.sendgrid.com"
|
|
assert isinstance(component._authenticator, TokenAuthenticator)
|
|
assert component._method == HttpMethod.GET
|
|
assert component._request_options_provider._parameter_interpolator._interpolator._mapping["page_size"] == 10
|
|
assert component._request_options_provider._headers_interpolator._interpolator._mapping["header"] == "header_value"
|
|
assert component._name == "lists"
|
|
|
|
|
|
def test_full_config_with_defaults():
|
|
content = """
|
|
lists_stream:
|
|
class_name: "airbyte_cdk.sources.declarative.declarative_stream.DeclarativeStream"
|
|
options:
|
|
name: "lists"
|
|
primary_key: id
|
|
url_base: "https://api.sendgrid.com"
|
|
schema_loader:
|
|
file_path: "./source_sendgrid/schemas/{{options.name}}.yaml"
|
|
retriever:
|
|
paginator:
|
|
type: "NextPageUrlPaginator"
|
|
next_page_token_template:
|
|
next_page_token: "{{ decoded_response.metadata.next}}"
|
|
requester:
|
|
path: "/v3/marketing/lists"
|
|
authenticator:
|
|
type: "TokenAuthenticator"
|
|
token: "{{ config.apikey }}"
|
|
request_parameters:
|
|
page_size: 10
|
|
record_selector:
|
|
extractor:
|
|
transform: ".result[]"
|
|
streams:
|
|
- "*ref(lists_stream)"
|
|
"""
|
|
config = parser.parse(content)
|
|
|
|
stream_config = config["lists_stream"]
|
|
stream = factory.create_component(stream_config, input_config)()
|
|
assert type(stream) == DeclarativeStream
|
|
assert stream.primary_key == "id"
|
|
assert stream.name == "lists"
|
|
assert type(stream._schema_loader) == JsonSchema
|
|
assert type(stream._retriever) == SimpleRetriever
|
|
assert stream._retriever._requester._method == HttpMethod.GET
|
|
assert stream._retriever._requester._authenticator._tokens == ["verysecrettoken"]
|
|
assert stream._retriever._record_selector._extractor._transform == ".result[]"
|
|
assert stream._schema_loader._file_path._string == "./source_sendgrid/schemas/lists.yaml"
|
|
assert isinstance(stream._retriever._paginator, NextPageUrlPaginator)
|
|
assert stream._retriever._paginator._url_base == "https://api.sendgrid.com"
|
|
assert stream._retriever._paginator._interpolated_paginator._next_page_token_template._mapping == {
|
|
"next_page_token": "{{ decoded_response.metadata.next}}"
|
|
}
|