Source code for bonobo._api

"""
Contains all the tools you need to get started with the framework, including (but not limited to) generic
transformations, readers, writers, and tools for writing and executing graphs and jobs.

All objects in this module are considered very safe to use, and backward compatibility when moving up from one version
to another is maximal.

"""

from bonobo.execution.strategies import create_strategy
from bonobo.nodes import __all__ as _all_nodes
from bonobo.nodes import *
from bonobo.structs import Graph
from bonobo.util.api import ApiHelper
from bonobo.util.environ import parse_args, get_argument_parser

__all__ = []

api = ApiHelper(__all__)


[docs]@api.register_graph def run(graph, *, plugins=None, services=None, strategy=None): """ Main entry point of bonobo. It takes a graph and creates all the necessary plumbing around to execute it. The only necessary argument is a :class:`Graph` instance, containing the logic you actually want to execute. By default, this graph will be executed using the "threadpool" strategy: each graph node will be wrapped in a thread, and executed in a loop until there is no more input to this node. You can provide plugins factory objects in the plugins list, this function will add the necessary plugins for interactive console execution and jupyter notebook execution if it detects correctly that it runs in this context. You'll probably want to provide a services dictionary mapping service names to service instances. :param Graph graph: The :class:`Graph` to execute. :param str strategy: The :class:`bonobo.execution.strategies.base.Strategy` to use. :param list plugins: The list of plugins to enhance execution. :param dict services: The implementations of services this graph will use. :return bonobo.execution.graph.GraphExecutionContext: """ plugins = plugins or [] from bonobo import settings settings.check() if not settings.QUIET.get(): # pragma: no cover if _is_interactive_console(): import mondrian mondrian.setup(excepthook=True) from bonobo.plugins.console import ConsoleOutputPlugin if ConsoleOutputPlugin not in plugins: plugins.append(ConsoleOutputPlugin) if _is_jupyter_notebook(): try: from bonobo.contrib.jupyter import JupyterOutputPlugin except ImportError: import logging logging.warning( 'Failed to load jupyter widget. Easiest way is to install the optional "jupyter" ' 'dependencies with «pip install bonobo[jupyter]», but you can also install a specific ' 'version by yourself.' ) else: if JupyterOutputPlugin not in plugins: plugins.append(JupyterOutputPlugin) import logging logging.getLogger().setLevel(settings.LOGGING_LEVEL.get()) strategy = create_strategy(strategy)
return strategy.execute(graph, plugins=plugins, services=services) def _inspect_as_graph(graph): return graph._repr_dot_() _inspect_formats = {'graph': _inspect_as_graph}
[docs]@api.register_graph def inspect(graph, *, plugins=None, services=None, strategy=None, format): if not format in _inspect_formats: raise NotImplementedError( 'Output format {} not implemented. Choices are: {}.'.format( format, ', '.join(sorted(_inspect_formats.keys())) ) )
print(_inspect_formats[format](graph)) # data structures api.register_group(Graph) # execution strategies api.register_group(create_strategy) # Shortcut to filesystem2's open_fs, that we make available there for convenience.
[docs]@api.register def open_fs(fs_url=None, *args, **kwargs): """ Wraps :obj:`fs.opener.registry.Registry.open_fs`, with default to local current working directory and expanding ~ in path. :param str fs_url: A filesystem URL :param parse_result: A parsed filesystem URL. :type parse_result: :class:`ParseResult` :param bool writeable: True if the filesystem must be writeable. :param bool create: True if the filesystem should be created if it does not exist. :param str cwd: The current working directory (generally only relevant for OS filesystems). :param str default_protocol: The protocol to use if one is not supplied in the FS URL (defaults to ``"osfs"``). :returns: :class:`fs.base.FS` object """ from fs.opener import open_fs as _open_fs from os.path import expanduser from os import getcwd if fs_url is None: fs_url = getcwd()
return _open_fs(expanduser(str(fs_url)), *args, **kwargs) # standard transformations api.register_group( CsvReader, CsvWriter, FileReader, FileWriter, Filter, FixedWindow, Format, JsonReader, JsonWriter, LdjsonReader, LdjsonWriter, Limit, OrderFields, PickleReader, PickleWriter, PrettyPrinter, RateLimited, Rename, SetFields, Tee, UnpackItems, count, identity, noop, check=_all_nodes, ) def _is_interactive_console(): import sys return sys.stdout.isatty() def _is_jupyter_notebook(): try: return get_ipython().__class__.__name__ == 'ZMQInteractiveShell' except NameError: return False
[docs]@api.register def get_examples_path(*pathsegments): import os import pathlib
return str(pathlib.Path(os.path.dirname(__file__), 'examples', *pathsegments))
[docs]@api.register def open_examples_fs(*pathsegments):
return open_fs(get_examples_path(*pathsegments)) api.register_group(get_argument_parser, parse_args)