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23 Commits

Author SHA1 Message Date
Matthias Bisping
d3605b0913 removed obsolete code 2022-03-14 19:09:50 +01:00
Matthias Bisping
9130b9fc75 test refac 2022-03-14 19:05:59 +01:00
Matthias Bisping
1205adecdb removed obsolete import 2022-03-14 14:49:59 +01:00
Matthias Bisping
59d0de97e3 applied black 2022-03-14 14:49:21 +01:00
Matthias Bisping
f78a6894bc applied black 2022-03-14 14:49:03 +01:00
Matthias Bisping
32740a914f removed obsolete code 2022-03-14 14:47:47 +01:00
Matthias Bisping
f21cbc141e consumer with visitor test fixed (added connection.close() in case of pika queue manager) 2022-03-14 14:47:27 +01:00
Matthias Bisping
c415dcd8e6 consumer with visitor test WIP 2 2022-03-14 13:56:54 +01:00
Matthias Bisping
ccad97992d consumer with visitor test WIP 2022-03-14 13:53:37 +01:00
Matthias Bisping
b4b060ac0e added compression / decompression; jsons put on storage rather than only result data 2022-03-11 11:43:27 +01:00
Matthias Bisping
66a27d26d3 fixed duplicate function name 2022-03-11 10:24:51 +01:00
Matthias Bisping
4f9c5626b5 file extensions are now assumed to be part of the request 2022-03-11 10:23:14 +01:00
Julius Unverfehrt
91980ff3ed add retry for prometheus endpoint metric getter 2022-03-11 10:09:39 +01:00
Matthias Bisping
963132afb1 added test for side-effect of storage response strategy 2022-03-10 16:41:53 +01:00
Matthias Bisping
896918570e added response strategies to queue visitor 2022-03-10 16:09:40 +01:00
Matthias Bisping
f0ffc8fb8b added tests for body processing with visitor 2022-03-10 15:10:34 +01:00
Matthias Bisping
8d6dd9e552 added tests for queue visitor 2022-03-10 14:43:19 +01:00
Matthias Bisping
eadefc9b14 pytest automation for testing all queue managers 2022-03-10 13:28:22 +01:00
Matthias Bisping
1347fb57f8 test refac 2022-03-10 13:05:42 +01:00
Matthias Bisping
ce1217c191 adapted queue manager mock for new queue manager interface 2022-03-10 13:02:59 +01:00
Matthias Bisping
9aff168f0d renaming 2022-03-10 13:02:28 +01:00
Julius Unverfehrt
08f2746afc Pull request #19: Prometheus tunneling
Merge in RR/pyinfra from prometheus-tunneling to pika_encapsulation

Squashed commit of the following:

commit 350448ec0f14849844deaa1a86ba4397ab3ebf3c
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Wed Mar 9 16:52:02 2022 +0100

    quickfix

commit ee88be4c80abdf597013c743ce2d490ad2b3e029
Author: Julius Unverfehrt <julius.unverfehrt@iqser.com>
Date:   Wed Mar 9 15:26:19 2022 +0100

    added prometheus endpoint to tunnel metrics from analysis endpoint
2022-03-10 08:24:03 +01:00
Matthias Bisping
21592342d5 pika queue manager works now in basic version 2022-03-08 13:37:40 +01:00
20 changed files with 511 additions and 10 deletions

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@ -2,8 +2,8 @@ service:
logging_level: $LOGGING_LEVEL_ROOT|DEBUG # Logging level for service logger
response:
type: $RESPONSE_TYPE|"file" # Whether the analysis response is stored as file on storage or sent as stream
extension: $RESPONSE_FILE_EXTENSION|".IMAGE_INFO.json.gz" # {.IMAGE_INFO.json.gz | .NER_ENTITIES.json.gz}
key: $RESPONSE_KEY|"imageMetadata" # the key of the result {result, imageMetadata}
# extension: $RESPONSE_FILE_EXTENSION|"IMAGE_INFO.json.gz" # {.IMAGE_INFO.json.gz | .NER_ENTITIES.json.gz}
# key: $RESPONSE_KEY|"imageMetadata" # the key of the result {result, imageMetadata}
probing_webserver:
host: $PROBING_WEBSERVER_HOST|"0.0.0.0" # Probe webserver address
@ -37,7 +37,7 @@ storage:
backend: $STORAGE_BACKEND|s3 # The type of storage to use {s3, azure}
bucket: $STORAGE_BUCKET|"pyinfra-test-bucket" # The bucket / container to pull files specified in queue requests from
target_file_extension: $TARGET_FILE_EXTENSION|".ORIGIN.pdf.gz" # {.TEXT.json.gz | .ORIGIN.pdf.gz} Defines type of file to pull from storage
# TODO: Caller should specify exact file name, including extension!
s3:
endpoint: $STORAGE_ENDPOINT|"http://127.0.0.1:9000"

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@ -1,11 +1,23 @@
"""Implements a config object with dot-indexing syntax."""
from envyaml import EnvYAML
from pyinfra.locations import CONFIG_FILE
def make_art():
return """
______ _____ __
| ___ \ |_ _| / _|
| |_/ / _ | | _ __ | |_ _ __ __ _
| __/ | | || || '_ \| _| '__/ _` |
| | | |_| || || | | | | | | | (_| |
\_| \__, \___/_| |_|_| |_| \__,_|
__/ |
|___/
"""
def _get_item_and_maybe_make_dotindexable(container, item):
ret = container[item]
return DotIndexable(ret) if isinstance(ret, dict) else ret

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@ -1,11 +1,12 @@
import requests
from flask import Flask, jsonify
from retry import retry
from waitress import serve
from pyinfra.config import CONFIG
def run_probing_webserver(app, host=None, port=None, mode=None):
if not host:
host = CONFIG.probing_webserver.host
@ -23,7 +24,6 @@ def run_probing_webserver(app, host=None, port=None, mode=None):
def set_up_probing_webserver():
app = Flask(__name__)
@app.route("/ready", methods=["GET"])
@ -38,4 +38,15 @@ def set_up_probing_webserver():
resp.status_code = 200
return resp
@app.route("/prometheus", methods=["GET"])
def get_analysis_prometheus_endpoint():
@retry(requests.exceptions.ConnectionError, tries=3, delay=5, jitter=(1, 3))
def inner():
prom_endpoint = f"{CONFIG.rabbitmq.callback.analysis_endpoint}/prometheus"
metric = requests.get(prom_endpoint)
metric.raise_for_status()
return metric.text
return inner()
return app

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@ -0,0 +1,7 @@
import abc
class Connection(abc.ABC):
@abc.abstractmethod
def establish(self):
pass

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@ -0,0 +1,6 @@
from pyampq.connection.connection import Connection
class MockConnection(Connection):
def establish(self):
pass

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@ -0,0 +1,3 @@
class PikaConnection:
def establish(self):
pass

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@ -0,0 +1,13 @@
from pyinfra.pyampq.queue_manager.queue_manager import QueueManager
class Consumer:
def __init__(self, callback, queue_manager: QueueManager):
self.queue_manager = queue_manager
self.callback = callback
def consume_and_publish(self):
yield from self.queue_manager.consume_and_publish(self.callback)
def consume(self):
yield from self.queue_manager.consume()

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@ -0,0 +1,102 @@
import json
import logging
import pika
from pyinfra.config import CONFIG
from pyinfra.pyampq.queue_manager.queue_manager import QueueManager, QueueHandle
logger = logging.getLogger("pika")
logger.setLevel(logging.WARNING)
logger = logging.getLogger(__name__)
logger.setLevel(CONFIG.service.logging_level)
def monkey_patch_queue_handle(channel, queue) -> QueueHandle:
empty_message = (None, None, None)
def is_empty_message(message):
return message == empty_message
queue_handle = QueueHandle()
queue_handle.empty = lambda: is_empty_message(channel.basic_get(queue))
def produce_items():
while True:
message = channel.basic_get(queue)
if is_empty_message(message):
break
method_frame, properties, body = message
channel.basic_ack(method_frame.delivery_tag)
yield json.loads(body)
queue_handle.to_list = lambda: list(produce_items())
return queue_handle
def get_connection():
credentials = pika.PlainCredentials(username=CONFIG.rabbitmq.user, password=CONFIG.rabbitmq.password)
kwargs = {"host": CONFIG.rabbitmq.host, "port": CONFIG.rabbitmq.port, "credentials": credentials}
parameters = pika.ConnectionParameters(**kwargs)
connection = pika.BlockingConnection(parameters=parameters)
return connection
class PikaQueueManager(QueueManager):
def __init__(self, input_queue, output_queue):
super().__init__(input_queue, output_queue)
self.connection = get_connection()
self.channel = self.connection.channel()
self.channel.queue_declare(input_queue)
self.channel.queue_declare(output_queue)
def publish_request(self, request):
logger.debug(f"Publishing {request}")
self.channel.basic_publish("", self._input_queue, json.dumps(request))
def publish_response(self, message, callback):
logger.debug(f"Publishing response for {message}.")
frame, properties, body = message
response = json.dumps(callback(json.loads(body)))
self.channel.basic_publish("", self._output_queue, response)
self.channel.basic_ack(frame.delivery_tag)
def pull_request(self):
return self.channel.basic_get(self._input_queue)
def consume(self):
logger.debug("Consuming")
return self.channel.consume(self._input_queue)
def consume_and_publish(self, callback):
logger.info(f"Consuming with callback {callback.__name__}")
for message in self.consume():
self.publish_response(message, callback)
def clear(self):
self.channel.queue_purge(self._input_queue)
self.channel.queue_purge(self._output_queue)
@property
def input_queue(self) -> QueueHandle:
return monkey_patch_queue_handle(self.channel, self._input_queue)
@property
def output_queue(self) -> QueueHandle:
return monkey_patch_queue_handle(self.channel, self._output_queue)

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@ -0,0 +1,47 @@
import abc
class QueueHandle:
def empty(self) -> bool:
raise NotImplemented()
def to_list(self) -> list:
raise NotImplemented()
class QueueManager(abc.ABC):
def __init__(self, input_queue, output_queue):
self._input_queue = input_queue
self._output_queue = output_queue
@abc.abstractmethod
def publish_request(self, request):
pass
@abc.abstractmethod
def publish_response(self, response, callback):
pass
@abc.abstractmethod
def pull_request(self):
pass
@abc.abstractmethod
def consume(self):
pass
@abc.abstractmethod
def clear(self):
pass
@abc.abstractmethod
def input_queue(self) -> QueueHandle:
pass
@abc.abstractmethod
def output_queue(self) -> QueueHandle:
pass
@abc.abstractmethod
def consume_and_publish(self, callback):
pass

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@ -0,0 +1,43 @@
from pyinfra.pyampq.queue_manager.queue_manager import QueueManager, QueueHandle
from pyinfra.test.queue_mock import QueueMock
def monkey_patch_queue_handle(queue) -> QueueHandle:
queue_handle = QueueHandle()
queue_handle.empty = lambda: not queue
queue_handle.to_list = lambda: list(queue)
return queue_handle
class QueueManagerMock(QueueManager):
def __init__(self, input_queue, output_queue):
super().__init__(QueueMock(), QueueMock())
def publish_request(self, request):
self._input_queue.append(request)
def publish_response(self, message, callback):
self._output_queue.append(callback(message))
def pull_request(self):
return self._input_queue.popleft()
def consume(self):
while self._input_queue:
yield self.pull_request()
def consume_and_publish(self, callback):
for message in self.consume():
self.publish_response(message, callback)
def clear(self):
self._input_queue.clear()
self._output_queue.clear()
@property
def input_queue(self) -> QueueHandle:
return monkey_patch_queue_handle(self._input_queue)
@property
def output_queue(self) -> QueueHandle:
return monkey_patch_queue_handle(self._output_queue)

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@ -0,0 +1,5 @@
from collections import deque
class QueueMock(deque):
pass

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@ -6,20 +6,24 @@ import pytest
from pyinfra.exceptions import UnknownClient
from pyinfra.locations import TEST_DIR
from pyinfra.pyampq.queue_manager.pika_queue_manager import PikaQueueManager
from pyinfra.pyampq.queue_manager.queue_manager import QueueManager
from pyinfra.storage.adapters.azure import AzureStorageAdapter
from pyinfra.storage.adapters.s3 import S3StorageAdapter
from pyinfra.storage.clients.azure import get_azure_client
from pyinfra.storage.clients.s3 import get_s3_client
from pyinfra.storage.storage import Storage
from pyinfra.test.config import CONFIG
from pyinfra.test.queue_manager_mock import QueueManagerMock
from pyinfra.test.storage.adapter_mock import StorageAdapterMock
from pyinfra.test.storage.client_mock import StorageClientMock
from pyinfra.visitor import StorageStrategy, ForwardingStrategy, QueueVisitor
logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)
@pytest.fixture
@pytest.fixture(scope="session")
def bucket_name():
return "pyinfra-test-bucket"
@ -51,7 +55,7 @@ def mock_make_load_data():
return load_data
@pytest.fixture(params=["minio", "aws"])
@pytest.fixture(params=["minio", "aws"], scope="session")
def storage(client_name, bucket_name, request):
logger.debug("Setup for storage")
storage = Storage(get_adapter(client_name, request.param))
@ -71,3 +75,44 @@ def get_adapter(client_name, s3_backend):
return S3StorageAdapter(get_s3_client(CONFIG.storage[s3_backend]))
else:
raise UnknownClient(client_name)
def get_queue_manager(queue_manager_name) -> QueueManager:
if queue_manager_name == "mock":
return QueueManagerMock("input", "output")
if queue_manager_name == "pika":
return PikaQueueManager("input", "output")
@pytest.fixture(scope="session")
def queue_manager(queue_manager_name):
queue_manager = get_queue_manager(queue_manager_name)
yield queue_manager
if queue_manager_name == "pika":
queue_manager.connection.close()
@pytest.fixture(scope="session")
def callback():
return lambda x: x * 2
@pytest.fixture
def analysis_callback(callback):
def inner(data: bytes):
return callback(data.decode())
return inner
@pytest.fixture
def response_strategy(response_strategy_name, storage):
if response_strategy_name == "storage":
return StorageStrategy(storage)
if response_strategy_name == "forwarding":
return ForwardingStrategy()
@pytest.fixture()
def visitor(storage, analysis_callback, response_strategy):
return QueueVisitor(storage, analysis_callback, response_strategy)

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@ -0,0 +1,75 @@
import gzip
import logging
from operator import itemgetter
import pytest
from pyinfra.pyampq.consumer import Consumer
from pyinfra.visitor import get_object_descriptor, ForwardingStrategy
@pytest.fixture(scope="session")
def consumer(queue_manager, callback):
return Consumer(callback, queue_manager)
@pytest.fixture(scope="session")
def access_callback():
return itemgetter("fileId")
@pytest.mark.parametrize("queue_manager_name", ["mock", "pika"], scope="session")
class TestConsumer:
def test_consuming_empty_input_queue_does_not_put_anything_on_output_queue(self, consumer, queue_manager):
queue_manager.clear()
consumer.consume()
assert queue_manager.output_queue.empty()
def test_consuming_nonempty_input_queue_puts_messages_on_output_queue_in_fifo_order(
self, consumer, queue_manager, callback
):
def produce_items():
return map(str, range(3))
queue_manager.clear()
for item in produce_items():
queue_manager.publish_request(item)
requests = consumer.consume()
for _, r in zip(produce_items(), requests):
queue_manager.publish_response(r, callback)
assert queue_manager.output_queue.to_list() == ["00", "11", "22"]
@pytest.mark.parametrize("client_name", ["mock", "s3", "azure"], scope="session")
@pytest.mark.parametrize("response_strategy_name", ["forwarding", "storage"], scope="session")
def test_consuming_nonempty_input_queue_with_visitor_puts_messages_on_output_queue_in_fifo_order(
self, consumer, queue_manager, visitor, bucket_name, storage
):
def produce_items():
for i in range(3):
body = {
"dossierId": "folder",
"fileId": f"file{i}",
"targetFileExtension": "in.gz",
"responseFileExtension": "out.gz",
}
yield f"{i}".encode(), body
visitor.response_strategy = ForwardingStrategy()
queue_manager.clear()
storage.clear_bucket(bucket_name)
for data, message in produce_items():
storage.put_object(**get_object_descriptor(message), data=gzip.compress(data))
queue_manager.publish_request(message)
requests = consumer.consume()
for _, r in zip(produce_items(), requests):
queue_manager.publish_response(r, visitor)
assert list(map(itemgetter("data"), queue_manager.output_queue.to_list())) == ["00", "11", "22"]

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@ -0,0 +1,38 @@
import gzip
import json
import pytest
from pyinfra.visitor import get_object_descriptor, get_response_object_descriptor
@pytest.fixture()
def body():
return {"dossierId": "folder", "fileId": "file", "targetFileExtension": "in.gz", "responseFileExtension": "out.gz"}
@pytest.mark.parametrize("client_name", ["mock", "azure", "s3"], scope="session")
class TestVisitor:
@pytest.mark.parametrize("response_strategy_name", ["forwarding", "storage"], scope="session")
def test_given_a_input_queue_message_callback_pulls_the_data_from_storage(
self, visitor, body, storage, bucket_name
):
storage.clear_bucket(bucket_name)
storage.put_object(**get_object_descriptor(body), data=gzip.compress(b"content"))
data_received = visitor.load_data(body)
assert b"content" == data_received
@pytest.mark.parametrize("response_strategy_name", ["forwarding", "storage"], scope="session")
def test_visitor_pulls_and_processes_data(self, visitor, body, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(**get_object_descriptor(body), data=gzip.compress("2".encode()))
response_body = visitor.load_and_process(body)
assert response_body["data"] == "22"
@pytest.mark.parametrize("response_strategy_name", ["storage"], scope="session")
def test_visitor_puts_response_on_storage(self, visitor, body, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(**get_object_descriptor(body), data=gzip.compress("2".encode()))
response_body = visitor(body)
assert "data" not in response_body
assert json.loads(gzip.decompress(storage.get_object(**get_response_object_descriptor(body))))["data"] == "22"

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@ -9,7 +9,7 @@ logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)
@pytest.mark.parametrize("client_name", ["mock", "azure", "s3"])
@pytest.mark.parametrize("client_name", ["mock", "azure", "s3"], scope="session")
class TestStorage:
def test_clearing_bucket_yields_empty_bucket(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
@ -17,26 +17,31 @@ class TestStorage:
assert not {*data_received}
def test_getting_object_put_in_bucket_is_object(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(bucket_name, "file", b"content")
data_received = storage.get_object(bucket_name, "file")
assert b"content" == data_received
def test_getting_nested_object_put_in_bucket_is_nested_object(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(bucket_name, "folder/file", b"content")
data_received = storage.get_object(bucket_name, "folder/file")
assert b"content" == data_received
def test_getting_objects_put_in_bucket_are_objects(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(bucket_name, "file1", b"content 1")
storage.put_object(bucket_name, "folder/file2", b"content 2")
data_received = storage.get_all_objects(bucket_name)
assert {b"content 1", b"content 2"} == {*data_received}
def test_make_bucket_produces_bucket(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.make_bucket(bucket_name)
assert storage.has_bucket(bucket_name)
def test_listing_bucket_files_yields_all_files_in_bucket(self, storage, bucket_name):
storage.clear_bucket(bucket_name)
storage.put_object(bucket_name, "file1", b"content 1")
storage.put_object(bucket_name, "file2", b"content 2")
full_names_received = storage.get_all_object_names(bucket_name)

88
pyinfra/visitor.py Normal file
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@ -0,0 +1,88 @@
import abc
import gzip
import json
import logging
from operator import itemgetter
from typing import Callable
from pyinfra.config import CONFIG
from pyinfra.exceptions import DataLoadingFailure
from pyinfra.storage.storage import Storage
def get_object_name(body):
dossier_id, file_id, target_file_extension = itemgetter("dossierId", "fileId", "targetFileExtension")(body)
object_name = f"{dossier_id}/{file_id}.{target_file_extension}"
return object_name
def get_response_object_name(body):
dossier_id, file_id, response_file_extension = itemgetter("dossierId", "fileId", "responseFileExtension")(body)
object_name = f"{dossier_id}/{file_id}.{response_file_extension}"
return object_name
def get_object_descriptor(body):
return {"bucket_name": CONFIG.storage.bucket, "object_name": get_object_name(body)}
def get_response_object_descriptor(body):
return {"bucket_name": CONFIG.storage.bucket, "object_name": get_response_object_name(body)}
class ResponseStrategy(abc.ABC):
@abc.abstractmethod
def handle_response(self, body):
pass
def __call__(self, body):
return self.handle_response(body)
class StorageStrategy(ResponseStrategy):
def __init__(self, storage):
self.storage = storage
def handle_response(self, body):
self.storage.put_object(**get_response_object_descriptor(body), data=gzip.compress(json.dumps(body).encode()))
body.pop("data")
return body
class ForwardingStrategy(ResponseStrategy):
def handle_response(self, body):
return body
class QueueVisitor:
def __init__(self, storage: Storage, callback: Callable, response_strategy):
self.storage = storage
self.callback = callback
self.response_strategy = response_strategy
def load_data(self, body):
def download():
logging.debug(f"Downloading {object_descriptor}...")
data = self.storage.get_object(**object_descriptor)
logging.debug(f"Downloaded {object_descriptor}.")
return data
object_descriptor = get_object_descriptor(body)
try:
return gzip.decompress(download())
except Exception as err:
logging.warning(f"Loading data from storage failed for {object_descriptor}.")
raise DataLoadingFailure() from err
def process_data(self, data):
return self.callback(data)
def load_and_process(self, body):
data = self.process_data(self.load_data(body))
result_body = {**body, "data": data}
return result_body
def __call__(self, body):
result_body = self.load_and_process(body)
return self.response_strategy(result_body)

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@ -8,7 +8,7 @@ from pyinfra.callback import (
make_retry_callback,
make_callback_for_output_queue,
)
from pyinfra.config import CONFIG
from pyinfra.config import CONFIG, make_art
from pyinfra.consume import consume, ConsumerError
from pyinfra.core import make_payload_processor, make_storage_data_loader, make_analyzer
from pyinfra.flask import run_probing_webserver, set_up_probing_webserver
@ -49,6 +49,7 @@ def make_callback():
def main():
# TODO: implement meaningful checks
logging.info(make_art())
webserver = Process(target=run_probing_webserver, args=(set_up_probing_webserver(),))
logging.info("Starting webserver...")
webserver.start()