feat(backend-python): add basic telestion library for python

backend-python/.gitignore

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+.venv/

backend-python/LICENSE

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+MIT License
+
+Copyright (c) 2024 WüSpace e. V.
+
+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.

backend-python/README.md

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+# Telestion Python Backend
+
+This repository contains everything to build a working Telestion backend in Python.
+Additional examples help in setting everything up.
+
+The Python backend is mainly added to allow for easier interfacing with many scientific libraries, such as numpy,
+scipy, tensorflow or pytorch.
+Creating static graphs with Matplotlib that can be rendered in the frontend could also be created.

backend-python/requirements.txt

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+nats-py~=2.7.2  # TODO: decide if we want to specify versions
+pydantic~=2.6.4

backend-python/src/telestion/backend/config.py

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+import argparse
+import json
+import os
+from pathlib import Path
+from typing import Any, TypeVar
+
+from pydantic import BaseModel, Field
+
+
+class TelestionConfig(BaseModel):
+    dev: bool = False
+    nats_url: str = Field(alias="NATS_URL")
+    nats_user: str | None = Field(alias="NATS_USER", default=None)
+    nats_password: str | None = Field(alias="NATS_PASSWORD", default=None)
+    config_file: Path | None = Field(alias="CONFIG_FILE", default=None)
+    config_key: str | None = Field(alias="CONFIG_KEY", default=None)
+    service_name: str = Field(alias="SERVICE_NAME")
+    data_dir: Path = Field(alias="DATA_DIR")
+
+    unparsed_cli: list[str] = Field(alias="_telestion_validator_unparsed_cli")
+
+
+# With this we allow users to extend TelestionConfig for finer control over custom config fields
+_TelestionConfigT = TypeVar("_TelestionConfigT", bound=TelestionConfig, default=TelestionConfig)
+
+
+def build_config() -> _TelestionConfigT:
+    cli_args, additional_args = _parse_cli()
+
+    def _from_env_or_cli(key: str):
+        return cli_args.get(key, os.environ.get(key, None))
+
+    config_p = _from_env_or_cli('CONFIG_FILE')
+    config_key = _from_env_or_cli('CONFIG_KEY')
+
+    config_assembly: dict[str, Any] = dict()
+    if 'dev' in cli_args:
+        # 1. Add default config
+        config_assembly.update(defaults())
+
+    if config_p is not None:
+        config_p = Path(config_p)
+        # 2. Insert config file
+        config_assembly.update(_parse_config_file(config_p, config_key))
+
+    # 3. Add Environment Variables
+    config_assembly.update(os.environ)
+
+    # 4. Add CLI args
+    config_assembly.update(cli_args)
+
+    # 5. Add args that cannot be parsed by the pipeline, i.e. service specific config
+    config_assembly['_telestion_validator_unparsed_cli'] = additional_args
+
+    return TelestionConfig(**config_assembly)
+
+
+def defaults() -> dict[str, Any]:
+    return {
+        'NATS_URL': "nats://localhost:4222",
+        'SERVICE_NAME': f"dev-{os.getpid()}",
+        'DATA_DIR': Path("./data")
+    }
+
+
+def _parse_cli() -> tuple[dict[str, Any], list[str]]:
+    description = "CLI Interface for the Telestion Services. This is one way to setup your Telestion application."
+    epilog = "For more information please visit https://github.com/wuespace/telestion or \
+    https://telestion.wuespace.de/"
+    parser = argparse.ArgumentParser(
+        description=description,
+        epilog=epilog,
+        prog="Telestion-CLI (Python)",
+    )
+
+    parser.add_argument("--dev", action='store_true', help="If set, program will start in development mode")
+    parser.add_argument("--version", action='version', version="%(prog)s v1.0-alpha")
+
+    parser.add_argument("--NATS_URL", help="NATS url of the server the service can connect to")
+    parser.add_argument("--NATS_USER", help="NATS user name for the authentication with the server")
+    parser.add_argument("--NATS_PASSWORD", help="NATS password for the authentication with the server \
+    (Note: It is recommended to set this via the environment variables or the config!)")
+
+    parser.add_argument("--CONFIG_FILE", help="file path to the config of the service", type=Path)
+    parser.add_argument("--CONFIG_KEY", help="object key of a config file")
+
+    parser.add_argument("--SERVICE_NAME", help="name of the service also used in the nats service registration")
+    parser.add_argument("--DATA_DIR", help="path where the service can store persistent data", type=Path)
+
+    namespace, args = parser.parse_known_args()
+    return vars(namespace), args
+
+
+def _parse_config_file(config_p: Path, key: str = None) -> dict[str, Any]:
+    with open(config_p, 'r') as config_f:
+        content = json.load(config_f)
+
+    if key is None:
+        return content
+
+    return content[key]

backend-python/src/telestion/backend/lib.py

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+import json
+from dataclasses import dataclass, replace
+from pathlib import Path
+from typing import Any
+
+import nats
+from nats.aio.client import Client as NatsClient  # mostly for type hinting
+
+from telestion.backend.config import TelestionConfig, build_config
+
+
+@dataclass
+class Service:
+    nc: NatsClient | None   # None if Options.nats = False
+    data_dir: Path
+    service_name: str
+    config: TelestionConfig
+
+
+@dataclass
+class Options:
+    nats: bool = True
+    # (officially) we don't support int keys, btw...
+    overwrite_args: dict[str, Any] | None = None
+    custom_nc: NatsClient | None = None
+
+    def without_nats(self) -> 'Options':
+        return replace(self, nats=False)
+
+    def with_overwrite_args(self, **kwargs) -> 'Options':
+        return replace(self, overwrite_args=kwargs)
+
+    def with_custom_nc(self, nats_client: NatsClient) -> 'Options':
+        return replace(self, custom_nc=nats_client)
+
+
+async def start_service(opts: Options = None) -> Service:
+    if opts is None:
+        opts = Options()
+
+    config = build_config()
+    if opts.overwrite_args is not None:
+        config.update(opts.overwrite_args)
+
+    service = Service(opts.custom_nc, config.data_dir, config.service_name, config)
+
+    if not opts.nats or opts.custom_nc is not None:
+        return service
+
+    nc = await nats.connect(servers=_prepare_nats_url(config))
+    # Setup healthcheck
+    await nc.subscribe(
+        '__telestion__.health',
+        cb=lambda msg: msg.respond(
+            json_encode({
+                "errors": 0,
+                "name": config.service_name
+            })
+        )
+    )
+
+    return replace(service, nc=nc)
+
+
+# Macros
+def json_encode(msg: Any, encoding='utf-8', **dumps_kwargs) -> bytes:
+    """
+    Helper function to encode messages to json.
+    This convenience macro helps to reduce encoding/decoding boilerplate.
+    For finer control implement this function by your own and customize to your needs.
+
+    :param msg:             message to encode
+    :param encoding:        encoding to use (default: utf-8)
+    :param dumps_kwargs:    additional arguments to pass to json.dumps
+    :return: encoded json message as utf-8 bytes
+    """
+    return json.dumps(msg, **dumps_kwargs).encode(encoding=encoding)
+
+
+def json_decode(msg: str | bytes | bytearray, encoding='utf-8', **loads_kwargs) -> Any:
+    """
+    Helper function to decode messages from json into an object.
+    This convenience macro helps to reduce encoding/decoding boilerplate.
+    For finer control implement this function by your own and customize to your needs.
+
+    :param msg:             message to decode
+    :param encoding:        encoding used to encode the bytes
+    :param loads_kwargs:
+    :return:
+    """
+    if not isinstance(msg, str):
+        # ensure to support any encoding supported by python
+        msg = msg.decode(encoding=encoding)
+
+    return json.loads(msg, **loads_kwargs)
+
+
+def _prepare_nats_url(config: TelestionConfig) -> str:
+    """
+    Helper function that creates the valid url for the NATS client.
+    Because the Python interface does not support user authentication out of the box with a separate design this is done
+    via the connecting url.
+
+    :param config: parsed config from all sources
+    :return: created url from parsed config url, user and password
+    """
+    url = config.nats_url
+
+    if config.nats_user is None or config.nats_password is None:
+        return url
+
+    if '://' in url:
+        _, url = url.split('://', 1)
+
+    return f"nats://{config.username}:{config.password}@{url}"