# sdsstools
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`sdsstools` provides several common tools for logging, configuration handling, version parsing, packaging, etc. Its main purpose is to consolidate some of the utilities originally found in the [python_template](https://github.com/sdss/python_template), allowing them to become dependencies that can be updated.
**This is not intended to be a catch-all repository for astronomical tools.** `sdsstools` itself aims to have minimal dependencies (i.e., mainly the Python standard library and setuptools).
## Using sdsstools
To use sdsstools simply install it with
```console
pip install sdsstools
```
Most likely, you'll want to include sdsstools as a dependency for your library. To do so, either add to your `setup.cfg`
```ini
[options]
install_requires =
sdsstools>=0.1.0
```
(this is equivalent of passing `install_requires=['sdsstools>=0.1.0']` to `setuptools.setup`), or if you are using [poetry](https://poetry.eustace.io/) run `poetry add sdsstools`, which should add this line to your `pyproject.toml`
```toml
[tool.poetry.dependencies]
sdsstools = { version="^0.1.0" }
```
## Logging
sdsstools includes the [sdsstools.logger.SDSSLogger](https://github.com/sdss/sdsstools/blob/f30e00f527660fe8627e33a7f931b44410b0ff06/src/sdsstools/logger.py#L107) class, which provides a wrapper around the standard Python [logging](https://docs.python.org/3/library/logging.html) module. `SDSSLoger` provides the following features:
- A console handler (accessible via the `.sh` attribute) with nice colouring.
- Automatic capture of warnings and exceptions, which are formatted and redirected to the logger. For the console handler, this means that once the logger has been created, all warnings and exceptions are output normally but are clearer and more aesthetic.
- A [TimedRotatingFileHandler](https://docs.python.org/3.8/library/logging.handlers.html#logging.handlers.TimedRotatingFileHandler) (accessible via the `.fh` attribute) that rotates at midnight UT, with good formatting.
- A version of the logger that uses `rich` [log handling](https://rich.readthedocs.io/en/stable/logging.html).
To get a new logger for your application, simply do
```python
from sdsstools.logger import get_logger
NAME = 'myrepo'
log = get_logger(NAME)
```
You can get a logger using the `rich` `RichHandler` by passing `use_rich_handler=True`.
The file logger is disabled by default and can be started by calling `log.start_file_logger(path)`. By default a `TimedRotatingFileHandler` is created. If you want a normal `FileHandler` use `rotating=False`. The file mode defaults to `mode='a'` (append). The `TimedRotatingFileHandler` options `when`, `utc`, and `at_time` are available to
`log.start_file_logger` for controlling aspects of the rollover time.
By default, the file logger is formatted to output a human-readble `log` file. To output a JSON log instead, set `as_json=True`, when calling `log.start_file_logger`. This will create a `.json` log file which can machine-read and more easily parsed for content. To output both a human-readable (`.log`) and JSON log (`.json`), set `with_json=True`.
The `SDSSLogger` instance also include an `asyncio_exception_handler` method that can be added to the asyncio event loop to handle exceptions; for example `loop.set_exception_handler(log.asyncio_exception_handler)`.
Console logging uses the standard `StreamHandler`. It's possible to use the `rich` library [RichHandler](https://rich.readthedocs.io/en/stable/logging.html) instead by
passing `use_rich_handler=True` to `get_logger()`. Additional keyword arguments to `RichHandler` can be passed as a `rich_handler_kwargs` dictionary. In the future the `rich` handler may become the default console logger.
## Configuration
The `sdsstools.configuration` module contains several utilities to deal with configuration files. The most useful one is [get_config](https://github.com/sdss/sdsstools/blob/d3d337953a37aaff9c38fead76b08b414164775a/src/sdsstools/configuration.py#L40), which allows to read a YAML configuration file. For example
```python
from sdsstools.configuration import get_config
NAME = 'myrepo'
config = get_config(NAME, allow_user=True)
```
`get_config` assumes that the file is located in `etc/<NAME>.yml` relative from the file that calls `get_config`, but that can be changed by passing `config_file=<config-file-path>`. Additionally, if `allow_user=True` and a file exists in `~/.config/sdss/<NAME>.yaml`, this file is read and merged with the default configuration, overriding any parameter that is present in the user file. This allows to create a default configuration that lives with the library but that can be overridden by a user.
In addition to the (recommended) location `~/.config/sdss/<NAME>.yaml`, `get_config` also looks for user configuration files in `~/.config/sdss/<NAME>.yml`, `~/.config/sdss/<NAME>/<NAME>.y(a)ml`, and `~/.<NAME>/<NAME>.y(a)ml`.
`get_config` returns an instance of [Configuration](https://github.com/sdss/sdsstools/blob/5af8339d2696d92e122b4195272130101b54daa7/src/sdsstools/configuration.py#L162), which behaves as a dictionary but allows to dynamically reload the configuration from a new user file by calling `load()`.
`sdsstools.configuration` includes two other tools, `merge_config`, that allows to merge dictionaries recursively, and `read_yaml_file` to read a YAML file.
### Extending a YAML file
`read_yaml_file` provides a non-standard feature that allows you to extend one YAML file with another. To achieve this you need to add the tag `!extends <base-file>` at the top of the file that you want to extend. For example, if you have a file `base.yaml`
```yaml
cat1:
key1: value2
cat2:
key2: 1
```
that you want to use as a template for `extendable.yaml`
```yaml
#!extends base.yaml
cat1:
key1: value1
```
you can use `read_yaml_file` to parse the result
```python
>>> read_yaml_file('extendable.yaml')
{'cat1': {'key1': 'value2'}, 'cat2': {'key2': 1}}
```
The path to the base file must be absolute or relative to the location of the file to be extended.
### The `Configuration` class
By default `get_config()` and `read_yaml_file()` return a `Configuration` instance. For the most part a `Configuration` object is the same as a dictionary, and it can be used as such. It has two main differences:
- When a `Configuration` object is initialised from a file (or a base and custom configuration files) as with `get_config()`, the object keeps the information about the file paths. It's then possible to call `Configuration.reload()` to hot-reload the contents of the file after it has changed.
- It is possible to recursively get a nested configuration value, for example `config['a.b']`, which is equivalent to `dd['a']['b']` but will return `None` if a key does not exist anywhere in the chain. This behaviour can be disabled by setting `config.strict_mode=True`. Note that this syntax is not valid for assignement and attempting to do `d['a.b'] = 1` will raise an error.
## Metadata
sdsscore provides tools to locate and parse metadata files (`pyproject.toml`, `setup.cfg`, `setup.py`). `get_metadata_files` locates the path of the metadata file relative to a given `path`. `get_package_version` tries to find the version of the package by looking for a version string in the metadata file or in the egg/wheel metadata file, if the package has been installed. To use it
```python
from sdsstools.metadata import get_package_version
__version__ = get_package_version(path=__file__, package_name='sdss-camera') or 'dev'
```
This will try to find and parse the version from the metadata file (we pass `__file__` to indicate where to start looking); if that fails, it will try to get the version from the installed package `sdss-camera`. If all fails, it will set the fallback version `'dev'`.
## Command Line Interface
`sdsstools` provides the command line tool `sdss`, which is just a thin wrapper around some commonly used [Invoke](https://www.pyinvoke.org/) tasks. `sdsstools` does not automatically install all the dependencies for the tasks, which need to be added manually.
`sdss` provides the following tasks
| Task | Options | Description |
| ------------ | -------- | ------------------------------------------------------------------------------ |
| clean | | Removes files produces during build and packaging. |
| deploy | --test | Builds and deploys to PyPI (or the test server). Requires `twine` and `wheel`. |
| install-deps | --extras | Installs dependencies from a `setup.cfg` file |
| docs.build | --target | Builds the Sphinx documentation. Requires `Sphinx`. |
| docs.show | --target | Shows the documentation in the browser. Requires `Sphinx`. |
| docs.clean | --target | Cleans the documentation build. Requires `Sphinx`. |
`sdss` assumes that the documentation lives in `docs/sphinx` relative to the root of the repository. This can be changed by setting the `sphinx.target` configuration in an `invoke.yaml` file, for example
```yaml
sphinx:
target: docs
```
## Click daemon command
The [daemonizer](src/sdsstools/daemonizer.py) module implements a [Click](https://palletsprojects.com/p/click/) command group that allows to spawn a daemon, and to stop and restart it. Internally the module uses [daemonocle](https://github.com/jnrbsn/daemonocle) (the package is not installed with `sdsstools` and needs to be pip-installed manually).
A simple example of how to use `daemonizer` is
```python
import time
import click
from sdsstools.daemonizer import DaemonGroup
@click.group(cls=DaemonGroup, prog='hello', pidfile='/var/tmp/hello.pid')
@click.argument('NAME', type=str)
@click.option('--file', type=str, default='hello.dat')
def daemon(name):
with open(file, 'w') as unit:
while True:
unit.write(f'Hi {name}!\n')
unit.flush()
time.sleep(1)
if __name__ == '__main__':
daemon()
```
This will create a new group `hello` with four subcommands
```console
Usage: daemon [OPTIONS] NAME COMMAND [ARGS]...
Options:
--file
--help Show this message and exit.
Commands:
restart Restart the daemon.
start Start the daemon.
status Report if the daemon is running.
stop Stop the daemon.
```
Now we can run `daemon --file ~/hello.dat John start` and a new background process will start, writing to the file every second. We can stop it with `daemon stop`. In general the behaviour is identical to the [daemonocle Click implementation](https://github.com/jnrbsn/daemonocle#integration-with-mitsuhiko-s-click) but the internal are slightly different to allow the group callback to accept arguments. If the callback is a coroutine, it can be wrapped with the `cli_coro` decorator
```python
import asyncio
import signal
import click
from sdsstools.daemonizer import DaemonGroup, cli_coro
def shutdown(signal):
if signal == signal.SIGTERM:
cancel_something()
@click.group(cls=DaemonGroup, prog='hello', pidfile='/var/tmp/hello.pid')
@click.argument('NAME', type=str)
@click.option('--file', type=str, default='hello.dat')
@cli_coro(shutdown_func=shutdown, signals=(signal.SIGTERM, signal.SIGINT))
async def daemon(name):
with open(file, 'w') as unit:
while True:
unit.write(f'Hi {name}!\n')
unit.flush()
await asyncio.sleep(1)
```
`cli_coro` can accept a `shutdown_func` function that is called when the coroutine receives a signal. The default signals handled are `(SIGHUP, SIGTERM, SIGINT)`.
### Daemonizing a command
To execute any command as a daemon you can use the `daemonize` script that is installed with `sdsstools`. To start the process as a daemon do `daemonize start NAME COMMAND` when `NAME` is the name associated to the daemon (so that it can be stopped later) and `COMMAND` is the command to run, for example:
```console
daemonize start apoActor python ./apoActor_main.py
```
To stop the daemon do `daemonize stop NAME`. See `daemonize --help` for more options.
## Date functions
The function `sdsstools.time.get_sjd()` returns the integer with the SDSS-style Modified Julian Day. The function accepts an observatory (`'APO'` or `'LCO'`) but otherwise will try to determine the current location from environment variables or the fully qualified domain name.
## Bundled packages
For convenience, `sdsstools` bundles the following products:
- **(Up to version 1.0.0)** A copy of [releases](https://github.com/bitprophet/releases) that fixes some issues with recent versions of `semantic-version`. This copy is not available in `sdsstools>=1.0.0`. `releases` is not maintained anymore, so use at your own risk.
- A copy of [toml](https://github.com/uiri/toml) to read TOML files (used by the metadata submodule).
- An adapted version of Astropy's [color_print](https://docs.astropy.org/en/stable/api/astropy.utils.console.color_print.html).
- A copy of the pydl's [yanny module](https://github.com/weaverba137/pydl).
You can access them directly from the top-level namespace, `sdsstools.toml`, `sdsstools.releases`. To use `releases` with sphinx, simply add the following to your `config.py`
```python
extensions += ['sdsstools.releases']
```
Raw data
{
"_id": null,
"home_page": "https://github.com/sdss/sdsstools",
"name": "sdsstools",
"maintainer": null,
"docs_url": null,
"requires_python": "<4.0,>=3.8",
"maintainer_email": null,
"keywords": "astronomy, software",
"author": "Jos\u00e9 S\u00e1nchez-Gallego",
"author_email": "gallegoj@uw.edu",
"download_url": "https://files.pythonhosted.org/packages/21/68/4064302385f46b38fc036df3c859b5a2aaa82eb32eaa4af69f0783c4a0a3/sdsstools-1.8.2.tar.gz",
"platform": null,
"description": "# sdsstools\n\n[](https://docs.python.org/3/)\n[](https://badge.fury.io/py/sdsstools)\n[](https://github.com/psf/black)\n[](https://github.com/sdss/sdsstools/actions)\n[](https://codecov.io/gh/sdss/sdsstools)\n\n`sdsstools` provides several common tools for logging, configuration handling, version parsing, packaging, etc. Its main purpose is to consolidate some of the utilities originally found in the [python_template](https://github.com/sdss/python_template), allowing them to become dependencies that can be updated.\n\n**This is not intended to be a catch-all repository for astronomical tools.** `sdsstools` itself aims to have minimal dependencies (i.e., mainly the Python standard library and setuptools).\n\n## Using sdsstools\n\nTo use sdsstools simply install it with\n\n```console\npip install sdsstools\n```\n\nMost likely, you'll want to include sdsstools as a dependency for your library. To do so, either add to your `setup.cfg`\n\n```ini\n[options]\ninstall_requires =\n sdsstools>=0.1.0\n```\n\n(this is equivalent of passing `install_requires=['sdsstools>=0.1.0']` to `setuptools.setup`), or if you are using [poetry](https://poetry.eustace.io/) run `poetry add sdsstools`, which should add this line to your `pyproject.toml`\n\n```toml\n[tool.poetry.dependencies]\nsdsstools = { version=\"^0.1.0\" }\n```\n\n## Logging\n\nsdsstools includes the [sdsstools.logger.SDSSLogger](https://github.com/sdss/sdsstools/blob/f30e00f527660fe8627e33a7f931b44410b0ff06/src/sdsstools/logger.py#L107) class, which provides a wrapper around the standard Python [logging](https://docs.python.org/3/library/logging.html) module. `SDSSLoger` provides the following features:\n\n- A console handler (accessible via the `.sh` attribute) with nice colouring.\n- Automatic capture of warnings and exceptions, which are formatted and redirected to the logger. For the console handler, this means that once the logger has been created, all warnings and exceptions are output normally but are clearer and more aesthetic.\n- A [TimedRotatingFileHandler](https://docs.python.org/3.8/library/logging.handlers.html#logging.handlers.TimedRotatingFileHandler) (accessible via the `.fh` attribute) that rotates at midnight UT, with good formatting.\n- A version of the logger that uses `rich` [log handling](https://rich.readthedocs.io/en/stable/logging.html).\n\nTo get a new logger for your application, simply do\n\n```python\nfrom sdsstools.logger import get_logger\n\nNAME = 'myrepo'\nlog = get_logger(NAME)\n```\n\nYou can get a logger using the `rich` `RichHandler` by passing `use_rich_handler=True`.\n\nThe file logger is disabled by default and can be started by calling `log.start_file_logger(path)`. By default a `TimedRotatingFileHandler` is created. If you want a normal `FileHandler` use `rotating=False`. The file mode defaults to `mode='a'` (append). The `TimedRotatingFileHandler` options `when`, `utc`, and `at_time` are available to\n`log.start_file_logger` for controlling aspects of the rollover time.\n\nBy default, the file logger is formatted to output a human-readble `log` file. To output a JSON log instead, set `as_json=True`, when calling `log.start_file_logger`. This will create a `.json` log file which can machine-read and more easily parsed for content. To output both a human-readable (`.log`) and JSON log (`.json`), set `with_json=True`.\n\nThe `SDSSLogger` instance also include an `asyncio_exception_handler` method that can be added to the asyncio event loop to handle exceptions; for example `loop.set_exception_handler(log.asyncio_exception_handler)`.\n\nConsole logging uses the standard `StreamHandler`. It's possible to use the `rich` library [RichHandler](https://rich.readthedocs.io/en/stable/logging.html) instead by\npassing `use_rich_handler=True` to `get_logger()`. Additional keyword arguments to `RichHandler` can be passed as a `rich_handler_kwargs` dictionary. In the future the `rich` handler may become the default console logger.\n\n## Configuration\n\nThe `sdsstools.configuration` module contains several utilities to deal with configuration files. The most useful one is [get_config](https://github.com/sdss/sdsstools/blob/d3d337953a37aaff9c38fead76b08b414164775a/src/sdsstools/configuration.py#L40), which allows to read a YAML configuration file. For example\n\n```python\nfrom sdsstools.configuration import get_config\n\nNAME = 'myrepo'\nconfig = get_config(NAME, allow_user=True)\n```\n\n`get_config` assumes that the file is located in `etc/<NAME>.yml` relative from the file that calls `get_config`, but that can be changed by passing `config_file=<config-file-path>`. Additionally, if `allow_user=True` and a file exists in `~/.config/sdss/<NAME>.yaml`, this file is read and merged with the default configuration, overriding any parameter that is present in the user file. This allows to create a default configuration that lives with the library but that can be overridden by a user.\n\nIn addition to the (recommended) location `~/.config/sdss/<NAME>.yaml`, `get_config` also looks for user configuration files in `~/.config/sdss/<NAME>.yml`, `~/.config/sdss/<NAME>/<NAME>.y(a)ml`, and `~/.<NAME>/<NAME>.y(a)ml`.\n\n`get_config` returns an instance of [Configuration](https://github.com/sdss/sdsstools/blob/5af8339d2696d92e122b4195272130101b54daa7/src/sdsstools/configuration.py#L162), which behaves as a dictionary but allows to dynamically reload the configuration from a new user file by calling `load()`.\n\n`sdsstools.configuration` includes two other tools, `merge_config`, that allows to merge dictionaries recursively, and `read_yaml_file` to read a YAML file.\n\n### Extending a YAML file\n\n`read_yaml_file` provides a non-standard feature that allows you to extend one YAML file with another. To achieve this you need to add the tag `!extends <base-file>` at the top of the file that you want to extend. For example, if you have a file `base.yaml`\n\n```yaml\ncat1:\n key1: value2\n\ncat2:\n key2: 1\n```\n\nthat you want to use as a template for `extendable.yaml`\n\n```yaml\n#!extends base.yaml\n\ncat1:\n key1: value1\n```\n\nyou can use `read_yaml_file` to parse the result\n\n```python\n>>> read_yaml_file('extendable.yaml')\n{'cat1': {'key1': 'value2'}, 'cat2': {'key2': 1}}\n```\n\nThe path to the base file must be absolute or relative to the location of the file to be extended.\n\n### The `Configuration` class\n\nBy default `get_config()` and `read_yaml_file()` return a `Configuration` instance. For the most part a `Configuration` object is the same as a dictionary, and it can be used as such. It has two main differences:\n\n- When a `Configuration` object is initialised from a file (or a base and custom configuration files) as with `get_config()`, the object keeps the information about the file paths. It's then possible to call `Configuration.reload()` to hot-reload the contents of the file after it has changed.\n- It is possible to recursively get a nested configuration value, for example `config['a.b']`, which is equivalent to `dd['a']['b']` but will return `None` if a key does not exist anywhere in the chain. This behaviour can be disabled by setting `config.strict_mode=True`. Note that this syntax is not valid for assignement and attempting to do `d['a.b'] = 1` will raise an error.\n\n## Metadata\n\nsdsscore provides tools to locate and parse metadata files (`pyproject.toml`, `setup.cfg`, `setup.py`). `get_metadata_files` locates the path of the metadata file relative to a given `path`. `get_package_version` tries to find the version of the package by looking for a version string in the metadata file or in the egg/wheel metadata file, if the package has been installed. To use it\n\n```python\nfrom sdsstools.metadata import get_package_version\n\n__version__ = get_package_version(path=__file__, package_name='sdss-camera') or 'dev'\n```\n\nThis will try to find and parse the version from the metadata file (we pass `__file__` to indicate where to start looking); if that fails, it will try to get the version from the installed package `sdss-camera`. If all fails, it will set the fallback version `'dev'`.\n\n## Command Line Interface\n\n`sdsstools` provides the command line tool `sdss`, which is just a thin wrapper around some commonly used [Invoke](https://www.pyinvoke.org/) tasks. `sdsstools` does not automatically install all the dependencies for the tasks, which need to be added manually.\n\n`sdss` provides the following tasks\n\n| Task | Options | Description |\n| ------------ | -------- | ------------------------------------------------------------------------------ |\n| clean | | Removes files produces during build and packaging. |\n| deploy | --test | Builds and deploys to PyPI (or the test server). Requires `twine` and `wheel`. |\n| install-deps | --extras | Installs dependencies from a `setup.cfg` file |\n| docs.build | --target | Builds the Sphinx documentation. Requires `Sphinx`. |\n| docs.show | --target | Shows the documentation in the browser. Requires `Sphinx`. |\n| docs.clean | --target | Cleans the documentation build. Requires `Sphinx`. |\n\n`sdss` assumes that the documentation lives in `docs/sphinx` relative to the root of the repository. This can be changed by setting the `sphinx.target` configuration in an `invoke.yaml` file, for example\n\n```yaml\nsphinx:\n target: docs\n```\n\n## Click daemon command\n\nThe [daemonizer](src/sdsstools/daemonizer.py) module implements a [Click](https://palletsprojects.com/p/click/) command group that allows to spawn a daemon, and to stop and restart it. Internally the module uses [daemonocle](https://github.com/jnrbsn/daemonocle) (the package is not installed with `sdsstools` and needs to be pip-installed manually).\n\nA simple example of how to use `daemonizer` is\n\n```python\nimport time\nimport click\nfrom sdsstools.daemonizer import DaemonGroup\n\n@click.group(cls=DaemonGroup, prog='hello', pidfile='/var/tmp/hello.pid')\n@click.argument('NAME', type=str)\n@click.option('--file', type=str, default='hello.dat')\ndef daemon(name):\n\n with open(file, 'w') as unit:\n while True:\n unit.write(f'Hi {name}!\\n')\n unit.flush()\n time.sleep(1)\n\nif __name__ == '__main__':\n daemon()\n```\n\nThis will create a new group `hello` with four subcommands\n\n```console\nUsage: daemon [OPTIONS] NAME COMMAND [ARGS]...\n\nOptions:\n --file\n --help Show this message and exit.\n\nCommands:\n restart Restart the daemon.\n start Start the daemon.\n status Report if the daemon is running.\n stop Stop the daemon.\n```\n\nNow we can run `daemon --file ~/hello.dat John start` and a new background process will start, writing to the file every second. We can stop it with `daemon stop`. In general the behaviour is identical to the [daemonocle Click implementation](https://github.com/jnrbsn/daemonocle#integration-with-mitsuhiko-s-click) but the internal are slightly different to allow the group callback to accept arguments. If the callback is a coroutine, it can be wrapped with the `cli_coro` decorator\n\n```python\nimport asyncio\nimport signal\nimport click\nfrom sdsstools.daemonizer import DaemonGroup, cli_coro\n\ndef shutdown(signal):\n if signal == signal.SIGTERM:\n cancel_something()\n\n@click.group(cls=DaemonGroup, prog='hello', pidfile='/var/tmp/hello.pid')\n@click.argument('NAME', type=str)\n@click.option('--file', type=str, default='hello.dat')\n@cli_coro(shutdown_func=shutdown, signals=(signal.SIGTERM, signal.SIGINT))\nasync def daemon(name):\n\n with open(file, 'w') as unit:\n while True:\n unit.write(f'Hi {name}!\\n')\n unit.flush()\n await asyncio.sleep(1)\n```\n\n`cli_coro` can accept a `shutdown_func` function that is called when the coroutine receives a signal. The default signals handled are `(SIGHUP, SIGTERM, SIGINT)`.\n\n### Daemonizing a command\n\nTo execute any command as a daemon you can use the `daemonize` script that is installed with `sdsstools`. To start the process as a daemon do `daemonize start NAME COMMAND` when `NAME` is the name associated to the daemon (so that it can be stopped later) and `COMMAND` is the command to run, for example:\n\n```console\ndaemonize start apoActor python ./apoActor_main.py\n```\n\nTo stop the daemon do `daemonize stop NAME`. See `daemonize --help` for more options.\n\n## Date functions\n\nThe function `sdsstools.time.get_sjd()` returns the integer with the SDSS-style Modified Julian Day. The function accepts an observatory (`'APO'` or `'LCO'`) but otherwise will try to determine the current location from environment variables or the fully qualified domain name.\n\n## Bundled packages\n\nFor convenience, `sdsstools` bundles the following products:\n\n- **(Up to version 1.0.0)** A copy of [releases](https://github.com/bitprophet/releases) that fixes some issues with recent versions of `semantic-version`. This copy is not available in `sdsstools>=1.0.0`. `releases` is not maintained anymore, so use at your own risk.\n- A copy of [toml](https://github.com/uiri/toml) to read TOML files (used by the metadata submodule).\n- An adapted version of Astropy's [color_print](https://docs.astropy.org/en/stable/api/astropy.utils.console.color_print.html).\n- A copy of the pydl's [yanny module](https://github.com/weaverba137/pydl).\n\nYou can access them directly from the top-level namespace, `sdsstools.toml`, `sdsstools.releases`. To use `releases` with sphinx, simply add the following to your `config.py`\n\n```python\nextensions += ['sdsstools.releases']\n```\n\n",
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