From c366806c51bba473e74ff35eed5a13f82774a47d Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 14:41:25 +0900
Subject: [PATCH 01/13] Add readme

---
 README.md | 9 +++++++++
 1 file changed, 9 insertions(+)
 create mode 100644 README.md

diff --git a/README.md b/README.md
new file mode 100644
index 0000000..53c3a47
--- /dev/null
+++ b/README.md
@@ -0,0 +1,9 @@
+# kannon
+
+Kannon is a wrapper for the [Gokart](https://github.com/m3dev/gokart) library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple [kubernetes](https://kubernetes.io/) jobs.
+
+# Thanks
+
+Kannon is a wrapper for gokart. Thanks to gokart and dependent projects!
+
+- [gokart](https://github.com/m3dev/gokart)

From b6308556984eb01b46d639e5e1a9ba7c15e7d231 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 14:43:35 +0900
Subject: [PATCH 02/13] Add poetry files

---
 poetry.lock    | 1496 ++++++++++++++++++++++++++++++++++++++++++++++++
 pyproject.toml |   18 +
 2 files changed, 1514 insertions(+)
 create mode 100644 poetry.lock
 create mode 100644 pyproject.toml

diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..ee37d35
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1496 @@
+# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand.
+
+[[package]]
+name = "apscheduler"
+version = "3.10.1"
+description = "In-process task scheduler with Cron-like capabilities"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "APScheduler-3.10.1.tar.gz", hash = "sha256:0293937d8f6051a0f493359440c1a1b93e882c57daf0197afeff0e727777b96e"},
+]
+
+[package.dependencies]
+pytz = "*"
+setuptools = ">=0.7"
+six = ">=1.4.0"
+tzlocal = ">=2.0,<3.0.0 || >=4.0.0"
+
+[package.extras]
+doc = ["sphinx", "sphinx-rtd-theme"]
+gevent = ["gevent"]
+mongodb = ["pymongo (>=3.0)"]
+redis = ["redis (>=3.0)"]
+rethinkdb = ["rethinkdb (>=2.4.0)"]
+sqlalchemy = ["sqlalchemy (>=1.4)"]
+testing = ["pytest", "pytest-asyncio", "pytest-cov", "pytest-tornado5"]
+tornado = ["tornado (>=4.3)"]
+twisted = ["twisted"]
+zookeeper = ["kazoo"]
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+description = "Backport of the standard library zoneinfo module"
+category = "main"
+optional = false
+python-versions = ">=3.6"
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+[[package]]
+name = "tornado"
+version = "6.2"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "tornado-6.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:20f638fd8cc85f3cbae3c732326e96addff0a15e22d80f049e00121651e82e72"},
+    {file = "tornado-6.2-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b8150f721c101abdef99073bf66d3903e292d851bee51910839831caba341a75"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d3a2f5999215a3a06a4fc218026cd84c61b8b2b40ac5296a6db1f1451ef04c1e"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:5f8c52d219d4995388119af7ccaa0bcec289535747620116a58d830e7c25d8a8"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_i686.whl", hash = "sha256:6fdfabffd8dfcb6cf887428849d30cf19a3ea34c2c248461e1f7d718ad30b66b"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:1d54d13ab8414ed44de07efecb97d4ef7c39f7438cf5e976ccd356bebb1b5fca"},
+    {file = "tornado-6.2-cp37-abi3-win32.whl", hash = "sha256:5c87076709343557ef8032934ce5f637dbb552efa7b21d08e89ae7619ed0eb23"},
+    {file = "tornado-6.2-cp37-abi3-win_amd64.whl", hash = "sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"},
+    {file = "tornado-6.2.tar.gz", hash = "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13"},
+]
+
+[[package]]
+name = "tqdm"
+version = "4.65.0"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
+    {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
+[[package]]
+name = "tzdata"
+version = "2022.7"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2022.7-py2.py3-none-any.whl", hash = "sha256:2b88858b0e3120792a3c0635c23daf36a7d7eeeca657c323da299d2094402a0d"},
+    {file = "tzdata-2022.7.tar.gz", hash = "sha256:fe5f866eddd8b96e9fcba978f8e503c909b19ea7efda11e52e39494bad3a7bfa"},
+]
+
+[[package]]
+name = "tzlocal"
+version = "4.2"
+description = "tzinfo object for the local timezone"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "tzlocal-4.2-py3-none-any.whl", hash = "sha256:89885494684c929d9191c57aa27502afc87a579be5cdd3225c77c463ea043745"},
+    {file = "tzlocal-4.2.tar.gz", hash = "sha256:ee5842fa3a795f023514ac2d801c4a81d1743bbe642e3940143326b3a00addd7"},
+]
+
+[package.dependencies]
+"backports.zoneinfo" = {version = "*", markers = "python_version < \"3.9\""}
+pytz-deprecation-shim = "*"
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["black", "pyroma", "pytest-cov", "zest.releaser"]
+test = ["pytest (>=4.3)", "pytest-mock (>=3.3)"]
+
+[[package]]
+name = "uritemplate"
+version = "4.1.1"
+description = "Implementation of RFC 6570 URI Templates"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "uritemplate-4.1.1-py2.py3-none-any.whl", hash = "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"},
+    {file = "uritemplate-4.1.1.tar.gz", hash = "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0"},
+]
+
+[[package]]
+name = "urllib3"
+version = "1.26.15"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "urllib3-1.26.15-py2.py3-none-any.whl", hash = "sha256:aa751d169e23c7479ce47a0cb0da579e3ede798f994f5816a74e4f4500dcea42"},
+    {file = "urllib3-1.26.15.tar.gz", hash = "sha256:8a388717b9476f934a21484e8c8e61875ab60644d29b9b39e11e4b9dc1c6b305"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "websocket-client"
+version = "1.5.1"
+description = "WebSocket client for Python with low level API options"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "websocket-client-1.5.1.tar.gz", hash = "sha256:3f09e6d8230892547132177f575a4e3e73cfdf06526e20cc02aa1c3b47184d40"},
+    {file = "websocket_client-1.5.1-py3-none-any.whl", hash = "sha256:cdf5877568b7e83aa7cf2244ab56a3213de587bbe0ce9d8b9600fc77b455d89e"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
+[[package]]
+name = "zipp"
+version = "3.15.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
+    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8,<3.12"
+content-hash = "ceacd559846b10229f9a50626349578f3c3bb1e7840ef4aca1cbedb32c412404"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..bd8535a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,18 @@
+[tool.poetry]
+name = "kannon"
+version = "0.1.0"
+description = ""
+authors = ["yutaro-oguri <yutaro-oguri@m3.com>"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.8,<3.12"
+gokart = "^1.2.2"
+kubernetes = "^26.1.0"
+fire = "^0.5.0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"

From eee53d227c9b5d2c6650de9e8db23f8af9c0928e Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 14:43:48 +0900
Subject: [PATCH 03/13] init

---
 kannon/__init__.py | 0
 tests/__init__.py  | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 kannon/__init__.py
 create mode 100644 tests/__init__.py

diff --git a/kannon/__init__.py b/kannon/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29

From 8dc1a9044eb56f81e0777039aaabbff2251745c4 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 14:43:58 +0900
Subject: [PATCH 04/13] Add library srcs

---
 kannon/kube_util.py |  72 ++++++++++++++++
 kannon/master.py    | 203 ++++++++++++++++++++++++++++++++++++++++++++
 kannon/task.py      |   5 ++
 3 files changed, 280 insertions(+)
 create mode 100644 kannon/kube_util.py
 create mode 100644 kannon/master.py
 create mode 100644 kannon/task.py

diff --git a/kannon/kube_util.py b/kannon/kube_util.py
new file mode 100644
index 0000000..f542ee6
--- /dev/null
+++ b/kannon/kube_util.py
@@ -0,0 +1,72 @@
+import enum
+from time import sleep
+from kubernetes import client
+from datetime import datetime
+import random
+
+import logging
+
+logger = logging.getLogger(__name__)
+
+
+class JobStatus(enum.Enum):
+    RUNNING = 0
+    SUCCEEDED = 1
+    FAILED = 2
+
+
+def create_job(
+    api_instance: client.BatchV1Api, job: client.V1Job, namespace: str
+) -> None:
+    api_response = api_instance.create_namespaced_job(
+        body=job,
+        namespace=namespace,
+    )
+    logger.debug(f"Job created. status={api_response.status}")
+
+
+def wait_job_until_completion(
+    api_instance: client.BatchV1Api, job_name: str, namespace: str
+) -> JobStatus:
+    while True:
+        api_response = api_instance.read_namespaced_job_status(
+            name=job_name, namespace=namespace
+        )
+        if (
+            api_response.status.succeeded is not None
+            or api_response.status.failed is not None
+        ):
+            final_status = (
+                JobStatus.SUCCEEDED
+                if api_response.status.succeeded
+                else JobStatus.FAILED
+            )
+            return final_status
+        # TODO: enable user to specify duration to sleep
+        sleep(1)
+        logger.debug(f"Job status='{str(api_response.status)}'")
+
+
+def get_job_status(
+    api_instance: client.BatchV1Api, job_name: str, namespace: str
+) -> JobStatus:
+    api_response = api_instance.read_namespaced_job_status(
+        name=job_name, namespace=namespace
+    )
+    if (
+        api_response.status.succeeded is not None
+        or api_response.status.failed is not None
+    ):
+        final_status = (
+            JobStatus.SUCCEEDED if api_response.status.succeeded else JobStatus.FAILED
+        )
+        return final_status
+    return JobStatus.RUNNING
+
+
+def gen_job_name(job_prefix: str) -> str:
+    job_name = f"{job_prefix}-{str(random.randint(0, 255)).zfill(3)}-{datetime.now().strftime('%Y%m%d%H%M%S')}"
+    # TODO: validate job_name more precisely
+    job_name = job_name[:50]
+    job_name = job_name.replace("_", "-").lower()
+    return job_name
diff --git a/kannon/master.py b/kannon/master.py
new file mode 100644
index 0000000..1ca6adc
--- /dev/null
+++ b/kannon/master.py
@@ -0,0 +1,203 @@
+from collections import deque
+import os
+from time import sleep
+from typing import Deque, Dict, List, Set
+import logging
+
+import gokart
+from kubernetes import client
+
+from .task import TaskOnBullet
+from .kube_util import create_job, JobStatus, gen_job_name, get_job_status
+
+
+logger = logging.getLogger(__name__)
+
+
+class Kannon:
+    def __init__(
+        self,
+        api_instance: client.BatchV1Api,
+        namespace: str,
+        image_name: str,
+        container_name: str,
+        service_account_name: str,
+        job_prefix: str,
+        path_child_script: str,
+        env_to_inherit: List[str],
+        backoff_limit: int = 0,
+    ) -> None:
+        # validation
+        if not os.path.exists(path_child_script):
+            raise FileNotFoundError(f"Child script {path_child_script} does not exist.")
+        if backoff_limit < 0:
+            raise ValueError(f"backoff_limit should be >= 0")
+        self.api_instance = api_instance
+        self.namespace = namespace
+        self.image_name = image_name
+        self.container_name = container_name
+        self.service_account_name = service_account_name
+        self.job_prefix = job_prefix
+        self.path_child_script = path_child_script
+        self.env_to_inherit = env_to_inherit
+        self.backoff_limit = backoff_limit
+
+        self.task_id_to_job_name: Dict[str, str] = dict()
+
+    def build(self, root_task: gokart.TaskOnKart):
+        # push tasks into queue
+        logger.info("Creating task queue...")
+        task_queue = self._create_task_queue(root_task)
+
+        # consume task queue
+        launched_task_ids: Set[str] = set()
+        logger.info("Consuming task queue...")
+        while task_queue:
+            task = task_queue.popleft()
+            if task.complete():
+                logger.info(f"Task {self._gen_task_info(task)} is already done.")
+                continue
+            if task.make_unique_id() in launched_task_ids:
+                logger.info(f"Task {self._gen_task_info(task)} is already running.")
+                continue
+
+            logger.info(
+                f"Checking if task {self._gen_task_info(task)} is executable..."
+            )
+            # TODO: enable user to specify duration to sleep for each task
+            sleep(1.0)
+            if not self._is_executable(task):
+                task_queue.append(task)
+                continue
+            # execute task
+            if isinstance(task, TaskOnBullet):
+                logger.info(
+                    f"Trying to run task {self._gen_task_info(task)} on child job..."
+                )
+                self._exec_bullet_task(task)
+            elif isinstance(task, gokart.TaskOnKart):
+                logger.info(
+                    f"Executing task {self._gen_task_info(task)} on master job..."
+                )
+                self._exec_gokart_task(task)
+                logger.info(
+                    f"Completed task {self._gen_task_info(task)} on master job."
+                )
+            else:
+                raise TypeError(f"Invalid task type: {type(task)}")
+            launched_task_ids.add(task.make_unique_id())
+
+        logger.info(f"All tasks completed!")
+
+    def _create_task_queue(
+        self, root_task: gokart.TaskOnKart
+    ) -> Deque[gokart.TaskOnKart]:
+        task_queue: Deque[gokart.TaskOnKart] = deque()
+
+        def _rec_enqueue_task(task: gokart.TaskOnKart) -> None:
+            """Traversal task tree in post-order to push tasks into task queue."""
+            nonlocal task_queue
+            # run children
+            children = task.requires()
+            if isinstance(children, dict):
+                children = children.values()
+            for child in children:
+                _rec_enqueue_task(child)
+
+            task_queue.append(task)
+            logger.info(f"Task {self._gen_task_info(task)} is pushed to task queue")
+
+        _rec_enqueue_task(root_task)
+        return task_queue
+
+    def _exec_gokart_task(self, task: gokart.TaskOnKart) -> None:
+        # Run on master job
+        try:
+            gokart.build(task)
+        except Exception:
+            raise RuntimeError(
+                f"Task {self._gen_task_info(task)} on job master has failed."
+            )
+
+    def _exec_bullet_task(self, task: TaskOnBullet) -> None:
+        # Run on child job
+        serialized_task = gokart.TaskInstanceParameter().serialize(task)
+        job_name = gen_job_name(f"{self.job_prefix}-{task.get_task_family()}")
+        job = self._create_job_object(
+            job_name=job_name,
+            serialized_task=serialized_task,
+        )
+        create_job(self.api_instance, job, self.namespace)
+        logger.info(
+            f"Created child job {job_name} with task {self._gen_task_info(task)}"
+        )
+        task_unique_id = task.make_unique_id()
+        self.task_id_to_job_name[task_unique_id] = job_name
+
+    @staticmethod
+    def _gen_task_info(task: gokart.TaskOnKart) -> str:
+        return f"{task.get_task_family()}_{task.make_unique_id()}"
+
+    def _create_job_object(self, serialized_task: str, job_name: str) -> client.V1Job:
+        # TODO: use python -c to avoid dependency to execute_task.py
+        cmd = [
+            "python",
+            self.path_child_script,
+            "--serialized-task",
+            f"'{serialized_task}'",
+        ]
+        child_envs = []
+        for env_name in self.env_to_inherit:
+            if env_name not in os.environ:
+                raise ValueError(f"Envvar {env_name} does not exist.")
+            child_envs.append({"name": env_name, "value": os.environ.get(env_name)})
+        container = client.V1Container(
+            name=self.container_name,
+            image=self.image_name,
+            command=cmd,
+            env=child_envs,
+        )
+        template = client.V1PodTemplateSpec(
+            metadata=client.V1ObjectMeta(labels={"app": "kannon"}),
+            spec=client.V1PodSpec(
+                restart_policy="Never",
+                containers=[container],
+                service_account_name=self.service_account_name,
+            ),
+        )
+        spec = client.V1JobSpec(template=template, backoff_limit=self.backoff_limit)
+        job = client.V1Job(
+            api_version="batch/v1",
+            kind="Job",
+            metadata=client.V1ObjectMeta(
+                name=job_name,
+                namespace=self.namespace,
+            ),
+            spec=spec,
+        )
+
+        return job
+
+    def _is_executable(self, task: gokart.TaskOnKart) -> bool:
+        children = task.requires()
+        if isinstance(children, dict):
+            children = children.values()
+
+        for child in children:
+            if not child.complete():
+                return False
+            if child.make_unique_id() not in self.task_id_to_job_name:
+                continue
+            job_name = self.task_id_to_job_name[child.make_unique_id()]
+            job_status = get_job_status(
+                self.api_instance,
+                job_name,
+                self.namespace,
+            )
+            if job_status == JobStatus.FAILED:
+                raise RuntimeError(
+                    f"Task {self._gen_task_info(child)} on job {job_name} has failed."
+                )
+            if job_status == JobStatus.RUNNING:
+                return False
+        return True
diff --git a/kannon/task.py b/kannon/task.py
new file mode 100644
index 0000000..3c8fe07
--- /dev/null
+++ b/kannon/task.py
@@ -0,0 +1,5 @@
+import gokart
+
+
+class TaskOnBullet(gokart.TaskOnKart):
+    pass

From 8d5d22b41a6d61c58b91dc59d6abcb2cf81f054a Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 15:24:45 +0900
Subject: [PATCH 05/13] Update env

---
 .github/workflows/publish.yml |  27 ++
 .github/workflows/test.yml    |  29 ++
 poetry.lock                   | 787 +++++++++++++++++++++++++++++++++-
 pyproject.toml                |  32 ++
 {tests => test}/__init__.py   |   0
 tox.ini                       |  30 ++
 6 files changed, 904 insertions(+), 1 deletion(-)
 create mode 100644 .github/workflows/publish.yml
 create mode 100644 .github/workflows/test.yml
 rename {tests => test}/__init__.py (100%)
 create mode 100644 tox.ini

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..8a57fcf
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,27 @@
+name: Publish
+
+on:
+  push:
+    tags: '*'
+
+jobs:
+  deploy:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.x'
+    - name: Install dependencies and build
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install poetry poetry-dynamic-versioning twine
+    - name: Build and publish
+      env:
+        TWINE_USERNAME: __token__
+        TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+      run: |
+        poetry publish --build --username $TWINE_USERNAME --password $TWINE_PASSWORD
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..2af1953
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,29 @@
+name: Test
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.platform }}
+    strategy:
+      max-parallel: 4
+      matrix:
+        platform: [ubuntu-latest]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install tox-gh-actions poetry
+        poetry install
+    - name: Test with tox
+      run: poetry run tox
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index ee37d35..4904f4e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -135,6 +135,95 @@ files = [
     {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
 ]
 
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:470c103ae716238bbe698d67ad020e1db9d9dba34fa5a899b5e21577e6d52ed2"},
+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:9ad5db27f9cabae298d151c85cf2bad1d359a1b9c686a275df03385758e2f914"},
+    {file = "cffi-1.15.1-cp27-cp27m-win32.whl", hash = "sha256:b3bbeb01c2b273cca1e1e0c5df57f12dce9a4dd331b4fa1635b8bec26350bde3"},
+    {file = "cffi-1.15.1-cp27-cp27m-win_amd64.whl", hash = "sha256:e00b098126fd45523dd056d2efba6c5a63b71ffe9f2bbe1a4fe1716e1d0c331e"},
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+]
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "chardet"
+version = "5.1.0"
+description = "Universal encoding detector for Python 3"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "chardet-5.1.0-py3-none-any.whl", hash = "sha256:362777fb014af596ad31334fde1e8c327dfdb076e1960d1694662d46a6917ab9"},
+    {file = "chardet-5.1.0.tar.gz", hash = "sha256:0d62712b956bc154f85fb0a266e2a3c5913c2967e00348701b32411d6def31e5"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.1.0"
@@ -307,6 +396,116 @@ mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
 test = ["Pillow", "matplotlib", "pytest"]
 test-no-images = ["pytest"]
 
+[[package]]
+name = "coverage"
+version = "7.2.1"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
+docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
+pep8test = ["black", "check-manifest", "mypy", "ruff", "types-pytz", "types-requests"]
+sdist = ["setuptools-rust (>=0.11.4)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-shard (>=0.1.2)", "pytest-subtests", "pytest-xdist", "pytz"]
+test-randomorder = ["pytest-randomly"]
+tox = ["tox"]
+
 [[package]]
 name = "cycler"
 version = "0.11.0"
@@ -319,6 +518,18 @@ files = [
     {file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
 ]
 
+[[package]]
+name = "distlib"
+version = "0.3.6"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
+
 [[package]]
 name = "docutils"
 version = "0.19"
@@ -331,6 +542,42 @@ files = [
     {file = "docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6"},
 ]
 
+[[package]]
+name = "fakeredis"
+version = "2.10.0"
+description = "Fake implementation of redis API for testing purposes."
+category = "dev"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
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+    {file = "fakeredis-2.10.0.tar.gz", hash = "sha256:722644759bba4ad61fa38f0bb34939b7657f166ba35892f747e282407a196845"},
+]
+
+[package.dependencies]
+redis = ">=4,<5"
+sortedcontainers = ">=2.4,<3.0"
+
+[package.extras]
+json = ["jsonpath-ng (>=1.5,<2.0)"]
+lua = ["lupa (>=1.14,<2.0)"]
+
+[[package]]
+name = "filelock"
+version = "3.9.0"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "filelock-3.9.0.tar.gz", hash = "sha256:7b319f24340b51f55a2bf7a12ac0755a9b03e718311dac567a0f4f7fabd2f5de"},
+]
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
+testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
+
 [[package]]
 name = "fire"
 version = "0.5.0"
@@ -346,6 +593,23 @@ files = [
 six = "*"
 termcolor = "*"
 
+[[package]]
+name = "flake8"
+version = "5.0.4"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+files = [
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+    {file = "flake8-5.0.4.tar.gz", hash = "sha256:6fbe320aad8d6b95cec8b8e47bc933004678dc63095be98528b7bdd2a9f510db"},
+]
+
+[package.dependencies]
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
+
 [[package]]
 name = "fonttools"
 version = "4.39.0"
@@ -547,6 +811,42 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
+[[package]]
+name = "isort"
+version = "5.12.0"
+description = "A Python utility / library to sort Python imports."
+category = "dev"
+optional = false
+python-versions = ">=3.8.0"
+files = [
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+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
+
+[[package]]
+name = "jinja2"
+version = "3.1.2"
+description = "A very fast and expressive template engine."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
+    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -698,6 +998,151 @@ jsonschema = ["jsonschema"]
 prometheus = ["prometheus-client (>=0.5,<0.15)"]
 toml = ["toml (<2.0.0)"]
 
+[[package]]
+name = "lupa"
+version = "1.14.1"
+description = "Python wrapper around Lua and LuaJIT"
+category = "dev"
+optional = false
+python-versions = "*"
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+
 [[package]]
 name = "matplotlib"
 version = "3.7.1"
@@ -761,6 +1206,65 @@ pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
+]
+
+[[package]]
+name = "moto"
+version = "4.1.4"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "moto-4.1.4-py2.py3-none-any.whl", hash = "sha256:f9bf72aec6aea49ebb1a46c8096b2c9629be58ecca3ecd8b51f781fea78148e2"},
+    {file = "moto-4.1.4.tar.gz", hash = "sha256:304cb19eee0019cd13f7d87ca590a4694677469c383ab8f8439fcb6717c47037"},
+]
+
+[package.dependencies]
+boto3 = ">=1.9.201"
+botocore = ">=1.12.201"
+cryptography = ">=3.3.1"
+Jinja2 = ">=2.10.1"
+python-dateutil = ">=2.1,<3.0.0"
+requests = ">=2.5"
+responses = ">=0.13.0"
+werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
+xmltodict = "*"
+
+[package.extras]
+all = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "ecdsa (!=0.15)", "graphql-core", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.2.8)", "pyparsing (>=3.0.7)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "setuptools", "sshpubkeys (>=3.1.0)"]
+apigateway = ["PyYAML (>=5.1)", "ecdsa (!=0.15)", "openapi-spec-validator (>=0.2.8)", "python-jose[cryptography] (>=3.1.0,<4.0.0)"]
+apigatewayv2 = ["PyYAML (>=5.1)"]
+appsync = ["graphql-core"]
+awslambda = ["docker (>=2.5.1)"]
+batch = ["docker (>=2.5.1)"]
+cloudformation = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "ecdsa (!=0.15)", "graphql-core", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.2.8)", "pyparsing (>=3.0.7)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "setuptools", "sshpubkeys (>=3.1.0)"]
+cognitoidp = ["ecdsa (!=0.15)", "python-jose[cryptography] (>=3.1.0,<4.0.0)"]
+ds = ["sshpubkeys (>=3.1.0)"]
+dynamodb = ["docker (>=2.5.1)"]
+dynamodbstreams = ["docker (>=2.5.1)"]
+ebs = ["sshpubkeys (>=3.1.0)"]
+ec2 = ["sshpubkeys (>=3.1.0)"]
+efs = ["sshpubkeys (>=3.1.0)"]
+eks = ["sshpubkeys (>=3.1.0)"]
+glue = ["pyparsing (>=3.0.7)"]
+iotdata = ["jsondiff (>=1.1.2)"]
+route53resolver = ["sshpubkeys (>=3.1.0)"]
+s3 = ["PyYAML (>=5.1)"]
+server = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "ecdsa (!=0.15)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.2.8)", "pyparsing (>=3.0.7)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "setuptools", "sshpubkeys (>=3.1.0)"]
+ssm = ["PyYAML (>=5.1)"]
+xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
+
 [[package]]
 name = "numpy"
 version = "1.24.2"
@@ -968,6 +1472,38 @@ files = [
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "platformdirs"
+version = "3.1.1"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "platformdirs-3.1.1-py3-none-any.whl", hash = "sha256:e5986afb596e4bb5bde29a79ac9061aa955b94fca2399b7aaac4090860920dd8"},
+    {file = "platformdirs-3.1.1.tar.gz", hash = "sha256:024996549ee88ec1a9aa99ff7f8fc819bb59e2c3477b410d90a16d32d6e707aa"},
+]
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+
+[[package]]
+name = "pluggy"
+version = "1.0.0"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
+    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
 [[package]]
 name = "protobuf"
 version = "4.22.1"
@@ -1056,6 +1592,42 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.5.0"
 
+[[package]]
+name = "pycodestyle"
+version = "2.9.1"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pycodestyle-2.9.1-py2.py3-none-any.whl", hash = "sha256:d1735fc58b418fd7c5f658d28d943854f8a849b01a5d0a1e6f3f3fdd0166804b"},
+    {file = "pycodestyle-2.9.1.tar.gz", hash = "sha256:2c9607871d58c76354b697b42f5d57e1ada7d261c261efac224b664affdc5785"},
+]
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
+    {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
+]
+
+[[package]]
+name = "pyflakes"
+version = "2.5.0"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pyflakes-2.5.0-py2.py3-none-any.whl", hash = "sha256:4579f67d887f804e67edb544428f264b7b24f435b263c4614f384135cea553d2"},
+    {file = "pyflakes-2.5.0.tar.gz", hash = "sha256:491feb020dca48ccc562a8c0cbe8df07ee13078df59813b83959cbdada312ea3"},
+]
+
 [[package]]
 name = "pyparsing"
 version = "3.0.9"
@@ -1071,6 +1643,42 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pyproject-api"
+version = "1.5.1"
+description = "API to interact with the python pyproject.toml based projects"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyproject_api-1.5.1-py3-none-any.whl", hash = "sha256:4698a3777c2e0f6b624f8a4599131e2a25376d90fe8d146d7ac74c67c6f97c43"},
+    {file = "pyproject_api-1.5.1.tar.gz", hash = "sha256:435f46547a9ff22cf4208ee274fca3e2869aeb062a4834adfc99a4dd64af3cf9"},
+]
+
+[package.dependencies]
+packaging = ">=23"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+testing = ["covdefaults (>=2.2.2)", "importlib-metadata (>=6)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "virtualenv (>=20.17.1)", "wheel (>=0.38.4)"]
+
+[[package]]
+name = "pyproject-flake8"
+version = "5.0.4"
+description = "pyproject-flake8 (`pflake8`), a monkey patching wrapper to connect flake8 with pyproject.toml configuration"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyproject-flake8-5.0.4.tar.gz", hash = "sha256:cb69b064b39bb588b5c45a7b16c158f013dddb2ce41cf1896f4b8bc7839bd2ce"},
+    {file = "pyproject_flake8-5.0.4-py2.py3-none-any.whl", hash = "sha256:b41bf2a8f8590220ae067ba4f1c4ab43b4efc65bb76fac18aa982dadea223c08"},
+]
+
+[package.dependencies]
+flake8 = "5.0.4"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "python-daemon"
 version = "3.0.1"
@@ -1245,6 +1853,27 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "responses"
+version = "0.23.1"
+description = "A utility library for mocking out the `requests` Python library."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "responses-0.23.1-py3-none-any.whl", hash = "sha256:8a3a5915713483bf353b6f4079ba8b2a29029d1d1090a503c70b0dc5d9d0c7bd"},
+    {file = "responses-0.23.1.tar.gz", hash = "sha256:c4d9aa9fc888188f0c673eff79a8dadbe2e75b7fe879dc80a221a06e0a68138f"},
+]
+
+[package.dependencies]
+pyyaml = "*"
+requests = ">=2.22.0,<3.0"
+types-PyYAML = "*"
+urllib3 = ">=1.25.10"
+
+[package.extras]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-requests"]
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -1323,6 +1952,18 @@ files = [
 optional = ["SQLAlchemy (>=1.4,<3)", "aiodns (>1.0)", "aiohttp (>=3.7.3,<4)", "boto3 (<=2)", "websocket-client (>=1,<2)", "websockets (>=10,<11)"]
 testing = ["Flask (>=1,<2)", "Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werkzeug (<2)", "black (==22.8.0)", "boto3 (<=2)", "click (==8.0.4)", "codecov (>=2,<3)", "databases (>=0.5)", "flake8 (>=5,<6)", "itsdangerous (==1.1.0)", "moto (>=3,<4)", "psutil (>=5,<6)", "pytest (>=6.2.5,<7)", "pytest-asyncio (<1)", "pytest-cov (>=2,<3)"]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
 [[package]]
 name = "tenacity"
 version = "8.2.2"
@@ -1353,6 +1994,47 @@ files = [
 [package.extras]
 tests = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "testfixtures"
+version = "7.1.0"
+description = "A collection of helpers and mock objects for unit tests and doc tests."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "testfixtures-7.1.0-py3-none-any.whl", hash = "sha256:d37d8f4ccc7755ab614cc8fb54b2e8b9fe522ab5dcf11b9d141f9be633c200f5"},
+    {file = "testfixtures-7.1.0.tar.gz", hash = "sha256:456ce4f393160f27cd6840a5370ecf4a70f1721737f5e67a2af79e6c817804a4"},
+]
+
+[package.extras]
+build = ["setuptools-git", "twine", "wheel"]
+docs = ["django", "furo", "sphinx", "sybil (>=3)", "twisted", "zope.component"]
+test = ["django", "mypy", "pytest (>=3.6)", "pytest-cov", "pytest-django", "sybil (>=3)", "twisted", "zope.component"]
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
 [[package]]
 name = "tornado"
 version = "6.2"
@@ -1374,6 +2056,34 @@ files = [
     {file = "tornado-6.2.tar.gz", hash = "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13"},
 ]
 
+[[package]]
+name = "tox"
+version = "4.4.7"
+description = "tox is a generic virtualenv management and test command line tool"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tox-4.4.7-py3-none-any.whl", hash = "sha256:da10ca1d809b99fae80b706b9dc9656b1daf505a395ac427d130a8a85502d08f"},
+    {file = "tox-4.4.7.tar.gz", hash = "sha256:52c92a96e2c3fd47c5301e9c26f5a871466133d5376958c1ed95ef4ff4629cbe"},
+]
+
+[package.dependencies]
+cachetools = ">=5.3"
+chardet = ">=5.1"
+colorama = ">=0.4.6"
+filelock = ">=3.9"
+packaging = ">=23"
+platformdirs = ">=2.6.2"
+pluggy = ">=1"
+pyproject-api = ">=1.5"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+virtualenv = ">=20.17.1"
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "sphinx (>=6.1.3)", "sphinx-argparse-cli (>=1.11)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)", "sphinx-copybutton (>=0.5.1)", "sphinx-inline-tabs (>=2022.1.2b11)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+testing = ["build[virtualenv] (>=0.10)", "covdefaults (>=2.2.2)", "devpi-process (>=0.3)", "diff-cover (>=7.4)", "distlib (>=0.3.6)", "flaky (>=3.7)", "hatch-vcs (>=0.3)", "hatchling (>=1.12.2)", "psutil (>=5.9.4)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-xdist (>=3.1)", "re-assert (>=1.1)", "time-machine (>=2.9)", "wheel (>=0.38.4)"]
+
 [[package]]
 name = "tqdm"
 version = "4.65.0"
@@ -1395,6 +2105,18 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "types-pyyaml"
+version = "6.0.12.8"
+description = "Typing stubs for PyYAML"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-PyYAML-6.0.12.8.tar.gz", hash = "sha256:19304869a89d49af00be681e7b267414df213f4eb89634c4495fa62e8f942b9f"},
+    {file = "types_PyYAML-6.0.12.8-py3-none-any.whl", hash = "sha256:5314a4b2580999b2ea06b2e5f9a7763d860d6e09cdf21c0e9561daa9cbd60178"},
+]
+
 [[package]]
 name = "tzdata"
 version = "2022.7"
@@ -1457,6 +2179,27 @@ brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.21.0"
+description = "Virtual Python Environment builder"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.21.0-py3-none-any.whl", hash = "sha256:31712f8f2a17bd06234fa97fdf19609e789dd4e3e4bf108c3da71d710651adbc"},
+    {file = "virtualenv-20.21.0.tar.gz", hash = "sha256:f50e3e60f990a0757c9b68333c9fdaa72d7188caa417f96af9e52407831a3b68"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.6,<1"
+filelock = ">=3.4.1,<4"
+platformdirs = ">=2.4,<4"
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+test = ["covdefaults (>=2.2.2)", "coverage (>=7.1)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23)", "pytest (>=7.2.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)"]
+
 [[package]]
 name = "websocket-client"
 version = "1.5.1"
@@ -1474,6 +2217,48 @@ docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
+[[package]]
+name = "werkzeug"
+version = "2.2.3"
+description = "The comprehensive WSGI web application library."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Werkzeug-2.2.3-py3-none-any.whl", hash = "sha256:56433961bc1f12533306c624f3be5e744389ac61d722175d543e1751285da612"},
+    {file = "Werkzeug-2.2.3.tar.gz", hash = "sha256:2e1ccc9417d4da358b9de6f174e3ac094391ea1d4fbef2d667865d819dfd0afe"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog"]
+
+[[package]]
+name = "xmltodict"
+version = "0.13.0"
+description = "Makes working with XML feel like you are working with JSON"
+category = "dev"
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
+    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
+]
+
+[[package]]
+name = "yapf"
+version = "0.32.0"
+description = "A formatter for Python code."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "yapf-0.32.0-py2.py3-none-any.whl", hash = "sha256:8fea849025584e486fd06d6ba2bed717f396080fd3cc236ba10cb97c4c51cf32"},
+    {file = "yapf-0.32.0.tar.gz", hash = "sha256:a3f5085d37ef7e3e004c4ba9f9b3e40c54ff1901cd111f05145ae313a7c67d1b"},
+]
+
 [[package]]
 name = "zipp"
 version = "3.15.0"
@@ -1493,4 +2278,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8,<3.12"
-content-hash = "ceacd559846b10229f9a50626349578f3c3bb1e7840ef4aca1cbedb32c412404"
+content-hash = "b0661e194a448d36d1b4ac82ab26f6a88449fc8e77bf94db181e9ceef896f3f6"
diff --git a/pyproject.toml b/pyproject.toml
index bd8535a..5de28e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,6 +12,38 @@ gokart = "^1.2.2"
 kubernetes = "^26.1.0"
 fire = "^0.5.0"
 
+[tool.poetry.group.dev.dependencies]
+pyproject-flake8 = "5.0.4"
+tox = "*"
+moto = "*"
+testfixtures = "*"
+coverage = "*"
+isort = "^5.7"
+yapf = ">=0.32"
+toml = "*"
+lupa = "*"
+fakeredis = "*"
+
+[tool.flake8]
+# B006: Do not use mutable data structures for argument defaults. They are created during function definition time. All calls to the function reuse this one instance of that data structure, persisting changes between them.
+# B008 Do not perform function calls in argument defaults.  The call is performed only once at function definition time. All calls to your function will reuse the result of that definition-time function call.  If this is intended, assign the function call to a module-level variable and use that variable as a default value.
+ignore = "B006,B008"
+max-line-length = 160
+exclude = "venv/*,tox/*"
+
+[tool.yapf]
+based_on_style = "pep8"
+column_limit = 160
+
+[tool.yapfignore]
+ignore_patterns = [
+  ".venv/*",
+  ".tox/*",
+  "examples/*"
+]
+
+[tool.isort]
+line_length = 160
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/tests/__init__.py b/test/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to test/__init__.py
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..d346b92
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,30 @@
+[tox]
+envlist = py{38,39,310,311,yapf,isort,flake8}
+isolated_build = true
+
+[testenv]
+allowlist_externals = coverage
+skip_install = true
+commands = coverage run -m unittest discover -s test
+
+[testenv:yapf]
+allowlist_externals = yapf
+skip_install = true
+commands = yapf -dr . {posargs}
+
+[testenv:isort]
+allowlist_externals = isort
+skip_install = true
+commands = isort -c kannon test {posargs}
+
+[testenv:flake8]
+allowlist_externals = pflake8
+skip_install = true
+commands = pflake8 kannon test {posargs}
+
+[gh-actions]
+python =
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    3.11: py311
\ No newline at end of file

From 22fc4ae1a8e79b07c9a3e20e79f495ce64a7d469 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 15:41:42 +0900
Subject: [PATCH 06/13] Add new line to end of file

---
 .github/workflows/publish.yml | 2 +-
 .github/workflows/test.yml    | 2 +-
 tox.ini                       | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 8a57fcf..585625c 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -24,4 +24,4 @@ jobs:
         TWINE_USERNAME: __token__
         TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
       run: |
-        poetry publish --build --username $TWINE_USERNAME --password $TWINE_PASSWORD
\ No newline at end of file
+        poetry publish --build --username $TWINE_USERNAME --password $TWINE_PASSWORD
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 2af1953..4df8d16 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -26,4 +26,4 @@ jobs:
         python -m pip install tox-gh-actions poetry
         poetry install
     - name: Test with tox
-      run: poetry run tox
\ No newline at end of file
+      run: poetry run tox
diff --git a/tox.ini b/tox.ini
index d346b92..c001158 100644
--- a/tox.ini
+++ b/tox.ini
@@ -27,4 +27,4 @@ python =
     3.8: py38
     3.9: py39
     3.10: py310
-    3.11: py311
\ No newline at end of file
+    3.11: py311

From 4259596ecf637de6a759e78eb3f0a2b46bc7cf53 Mon Sep 17 00:00:00 2001
From: Yutaro Oguri <63549742+maronuu@users.noreply.github.com>
Date: Mon, 13 Mar 2023 16:47:09 +0900
Subject: [PATCH 07/13] Update pyproject.toml

Co-authored-by: Ryo Kitagawa <kitadrum50@gmail.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5de28e6..6d5319a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,7 +2,7 @@
 name = "kannon"
 version = "0.1.0"
 description = ""
-authors = ["yutaro-oguri <yutaro-oguri@m3.com>"]
+authors = ["M3, inc."]
 license = "MIT"
 readme = "README.md"
 

From cef891e81d628f42e0ea3ec8bb2376cca165a98b Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 16:48:32 +0900
Subject: [PATCH 08/13] Add imports

---
 kannon/__init__.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/kannon/__init__.py b/kannon/__init__.py
index e69de29..1f97333 100644
--- a/kannon/__init__.py
+++ b/kannon/__init__.py
@@ -0,0 +1,2 @@
+from kannon.task import TaskOnBullet
+from kannon.master import Kannon

From ba418e56a26d01e361a1e50172f6eb33f9d2ece2 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 16:50:00 +0900
Subject: [PATCH 09/13] Add dynamic-versioning setting

---
 pyproject.toml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 6d5319a..e7ade4e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,6 +6,12 @@ authors = ["M3, inc."]
 license = "MIT"
 readme = "README.md"
 
+
+[tool.poetry-dynamic-versioning]
+enable = true
+style = "pep440"
+pattern = "^(?P<base>\\d+\\.\\d+\\.\\d+)"
+
 [tool.poetry.dependencies]
 python = "^3.8,<3.12"
 gokart = "^1.2.2"

From ec578518d5139f22cafdbb4633896673312c777c Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 16:55:50 +0900
Subject: [PATCH 10/13] Make some words lower case in readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 53c3a47..ffe2ffc 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
 # kannon
 
-Kannon is a wrapper for the [Gokart](https://github.com/m3dev/gokart) library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple [kubernetes](https://kubernetes.io/) jobs.
+kannon is a wrapper for the [gokart](https://github.com/m3dev/gokart) library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple [kubernetes](https://kubernetes.io/) jobs.
 
 # Thanks
 
-Kannon is a wrapper for gokart. Thanks to gokart and dependent projects!
+kannon is a wrapper for gokart. Thanks to gokart and dependent projects!
 
 - [gokart](https://github.com/m3dev/gokart)

From cc05f858e46b673b0ed83c14371af2baa651c5e5 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 17:34:50 +0900
Subject: [PATCH 11/13] Fix readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index ffe2ffc..abd23a3 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
 # kannon
 
-kannon is a wrapper for the [gokart](https://github.com/m3dev/gokart) library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple [kubernetes](https://kubernetes.io/) jobs.
+Kannon is a wrapper for the [gokart](https://github.com/m3dev/gokart) library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple [kubernetes](https://kubernetes.io/) jobs.
 
 # Thanks
 
-kannon is a wrapper for gokart. Thanks to gokart and dependent projects!
+Kannon is a wrapper for gokart. Thanks to gokart and dependent projects!
 
 - [gokart](https://github.com/m3dev/gokart)

From ee35c3088cc28dd2e037b37808d997a763af7a42 Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 17:36:44 +0900
Subject: [PATCH 12/13] Remove unused func

---
 kannon/kube_util.py | 23 -----------------------
 1 file changed, 23 deletions(-)

diff --git a/kannon/kube_util.py b/kannon/kube_util.py
index f542ee6..ce30bad 100644
--- a/kannon/kube_util.py
+++ b/kannon/kube_util.py
@@ -24,29 +24,6 @@ def create_job(
     )
     logger.debug(f"Job created. status={api_response.status}")
 
-
-def wait_job_until_completion(
-    api_instance: client.BatchV1Api, job_name: str, namespace: str
-) -> JobStatus:
-    while True:
-        api_response = api_instance.read_namespaced_job_status(
-            name=job_name, namespace=namespace
-        )
-        if (
-            api_response.status.succeeded is not None
-            or api_response.status.failed is not None
-        ):
-            final_status = (
-                JobStatus.SUCCEEDED
-                if api_response.status.succeeded
-                else JobStatus.FAILED
-            )
-            return final_status
-        # TODO: enable user to specify duration to sleep
-        sleep(1)
-        logger.debug(f"Job status='{str(api_response.status)}'")
-
-
 def get_job_status(
     api_instance: client.BatchV1Api, job_name: str, namespace: str
 ) -> JobStatus:

From 90d9c142bf29e7e12272d3c17b04e8868f29ceae Mon Sep 17 00:00:00 2001
From: yutaro-oguri <yutaro-oguri@m3.com>
Date: Mon, 13 Mar 2023 17:38:26 +0900
Subject: [PATCH 13/13] Add package description

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e7ade4e..3508fcb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "kannon"
 version = "0.1.0"
-description = ""
+description = "Kannon is a wrapper for the gokart library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple kubernetes jobs."
 authors = ["M3, inc."]
 license = "MIT"
 readme = "README.md"