"""Implementation of basic magic functions.""" from logging import error import io import os from pprint import pformat import sys from warnings import warn from traitlets.utils.importstring import import_item from IPython.core import magic_arguments, page from IPython.core.error import UsageError from IPython.core.magic import Magics, magics_class, line_magic, magic_escapes from IPython.utils.text import format_screen, dedent, indent from IPython.testing.skipdoctest import skip_doctest from IPython.utils.ipstruct import Struct class MagicsDisplay(object): def __init__(self, magics_manager, ignore=None): self.ignore = ignore if ignore else [] self.magics_manager = magics_manager def _lsmagic(self): """The main implementation of the %lsmagic""" mesc = magic_escapes['line'] cesc = magic_escapes['cell'] mman = self.magics_manager magics = mman.lsmagic() out = ['Available line magics:', mesc + (' '+mesc).join(sorted([m for m,v in magics['line'].items() if (v not in self.ignore)])), '', 'Available cell magics:', cesc + (' '+cesc).join(sorted([m for m,v in magics['cell'].items() if (v not in self.ignore)])), '', mman.auto_status()] return '\n'.join(out) def _repr_pretty_(self, p, cycle): p.text(self._lsmagic()) def __repr__(self): return self.__str__() def __str__(self): return self._lsmagic() def _jsonable(self): """turn magics dict into jsonable dict of the same structure replaces object instances with their class names as strings """ magic_dict = {} mman = self.magics_manager magics = mman.lsmagic() for key, subdict in magics.items(): d = {} magic_dict[key] = d for name, obj in subdict.items(): try: classname = obj.__self__.__class__.__name__ except AttributeError: classname = 'Other' d[name] = classname return magic_dict def _repr_json_(self): return self._jsonable() @magics_class class BasicMagics(Magics): """Magics that provide central IPython functionality. These are various magics that don't fit into specific categories but that are all part of the base 'IPython experience'.""" @skip_doctest @magic_arguments.magic_arguments() @magic_arguments.argument( '-l', '--line', action='store_true', help="""Create a line magic alias.""" ) @magic_arguments.argument( '-c', '--cell', action='store_true', help="""Create a cell magic alias.""" ) @magic_arguments.argument( 'name', help="""Name of the magic to be created.""" ) @magic_arguments.argument( 'target', help="""Name of the existing line or cell magic.""" ) @magic_arguments.argument( '-p', '--params', default=None, help="""Parameters passed to the magic function.""" ) @line_magic def alias_magic(self, line=''): """Create an alias for an existing line or cell magic. Examples -------- :: In [1]: %alias_magic t timeit Created `%t` as an alias for `%timeit`. Created `%%t` as an alias for `%%timeit`. In [2]: %t -n1 pass 107 ns ± 43.6 ns per loop (mean ± std. dev. of 7 runs, 1 loop each) In [3]: %%t -n1 ...: pass ...: 107 ns ± 58.3 ns per loop (mean ± std. dev. of 7 runs, 1 loop each) In [4]: %alias_magic --cell whereami pwd UsageError: Cell magic function `%%pwd` not found. In [5]: %alias_magic --line whereami pwd Created `%whereami` as an alias for `%pwd`. In [6]: %whereami Out[6]: '/home/testuser' In [7]: %alias_magic h history -p "-l 30" --line Created `%h` as an alias for `%history -l 30`. """ args = magic_arguments.parse_argstring(self.alias_magic, line) shell = self.shell mman = self.shell.magics_manager escs = ''.join(magic_escapes.values()) target = args.target.lstrip(escs) name = args.name.lstrip(escs) params = args.params if (params and ((params.startswith('"') and params.endswith('"')) or (params.startswith("'") and params.endswith("'")))): params = params[1:-1] # Find the requested magics. m_line = shell.find_magic(target, 'line') m_cell = shell.find_magic(target, 'cell') if args.line and m_line is None: raise UsageError('Line magic function `%s%s` not found.' % (magic_escapes['line'], target)) if args.cell and m_cell is None: raise UsageError('Cell magic function `%s%s` not found.' % (magic_escapes['cell'], target)) # If --line and --cell are not specified, default to the ones # that are available. if not args.line and not args.cell: if not m_line and not m_cell: raise UsageError( 'No line or cell magic with name `%s` found.' % target ) args.line = bool(m_line) args.cell = bool(m_cell) params_str = "" if params is None else " " + params if args.line: mman.register_alias(name, target, 'line', params) print('Created `%s%s` as an alias for `%s%s%s`.' % ( magic_escapes['line'], name, magic_escapes['line'], target, params_str)) if args.cell: mman.register_alias(name, target, 'cell', params) print('Created `%s%s` as an alias for `%s%s%s`.' % ( magic_escapes['cell'], name, magic_escapes['cell'], target, params_str)) @line_magic def lsmagic(self, parameter_s=''): """List currently available magic functions.""" return MagicsDisplay(self.shell.magics_manager, ignore=[]) def _magic_docs(self, brief=False, rest=False): """Return docstrings from magic functions.""" mman = self.shell.magics_manager docs = mman.lsmagic_docs(brief, missing='No documentation') if rest: format_string = '**%s%s**::\n\n%s\n\n' else: format_string = '%s%s:\n%s\n' return ''.join( [format_string % (magic_escapes['line'], fname, indent(dedent(fndoc))) for fname, fndoc in sorted(docs['line'].items())] + [format_string % (magic_escapes['cell'], fname, indent(dedent(fndoc))) for fname, fndoc in sorted(docs['cell'].items())] ) @line_magic def magic(self, parameter_s=''): """Print information about the magic function system. Supported formats: -latex, -brief, -rest """ mode = '' try: mode = parameter_s.split()[0][1:] except IndexError: pass brief = (mode == 'brief') rest = (mode == 'rest') magic_docs = self._magic_docs(brief, rest) if mode == 'latex': print(self.format_latex(magic_docs)) return else: magic_docs = format_screen(magic_docs) out = [""" IPython's 'magic' functions =========================== The magic function system provides a series of functions which allow you to control the behavior of IPython itself, plus a lot of system-type features. There are two kinds of magics, line-oriented and cell-oriented. Line magics are prefixed with the % character and work much like OS command-line calls: they get as an argument the rest of the line, where arguments are passed without parentheses or quotes. For example, this will time the given statement:: %timeit range(1000) Cell magics are prefixed with a double %%, and they are functions that get as an argument not only the rest of the line, but also the lines below it in a separate argument. These magics are called with two arguments: the rest of the call line and the body of the cell, consisting of the lines below the first. For example:: %%timeit x = numpy.random.randn((100, 100)) numpy.linalg.svd(x) will time the execution of the numpy svd routine, running the assignment of x as part of the setup phase, which is not timed. In a line-oriented client (the terminal or Qt console IPython), starting a new input with %% will automatically enter cell mode, and IPython will continue reading input until a blank line is given. In the notebook, simply type the whole cell as one entity, but keep in mind that the %% escape can only be at the very start of the cell. NOTE: If you have 'automagic' enabled (via the command line option or with the %automagic function), you don't need to type in the % explicitly for line magics; cell magics always require an explicit '%%' escape. By default, IPython ships with automagic on, so you should only rarely need the % escape. Example: typing '%cd mydir' (without the quotes) changes your working directory to 'mydir', if it exists. For a list of the available magic functions, use %lsmagic. For a description of any of them, type %magic_name?, e.g. '%cd?'. Currently the magic system has the following functions:""", magic_docs, "Summary of magic functions (from %slsmagic):" % magic_escapes['line'], str(self.lsmagic()), ] page.page('\n'.join(out)) @line_magic def page(self, parameter_s=''): """Pretty print the object and display it through a pager. %page [options] OBJECT If no object is given, use _ (last output). Options: -r: page str(object), don't pretty-print it.""" # After a function contributed by Olivier Aubert, slightly modified. # Process options/args opts, args = self.parse_options(parameter_s, 'r') raw = 'r' in opts oname = args and args or '_' info = self.shell._ofind(oname) if info.found: if raw: txt = str(info.obj) else: txt = pformat(info.obj) page.page(txt) else: print('Object `%s` not found' % oname) @line_magic def pprint(self, parameter_s=''): """Toggle pretty printing on/off.""" ptformatter = self.shell.display_formatter.formatters['text/plain'] ptformatter.pprint = bool(1 - ptformatter.pprint) print('Pretty printing has been turned', ['OFF','ON'][ptformatter.pprint]) @line_magic def colors(self, parameter_s=''): """Switch color scheme for prompts, info system and exception handlers. Currently implemented schemes: NoColor, Linux, LightBG. Color scheme names are not case-sensitive. Examples -------- To get a plain black and white terminal:: %colors nocolor """ def color_switch_err(name): warn('Error changing %s color schemes.\n%s' % (name, sys.exc_info()[1]), stacklevel=2) new_scheme = parameter_s.strip() if not new_scheme: raise UsageError( "%colors: you must specify a color scheme. See '%colors?'") # local shortcut shell = self.shell # Set shell colour scheme try: shell.colors = new_scheme shell.refresh_style() except: color_switch_err('shell') # Set exception colors try: shell.InteractiveTB.set_colors(scheme = new_scheme) shell.SyntaxTB.set_colors(scheme = new_scheme) except: color_switch_err('exception') # Set info (for 'object?') colors if shell.color_info: try: shell.inspector.set_active_scheme(new_scheme) except: color_switch_err('object inspector') else: shell.inspector.set_active_scheme('NoColor') @line_magic def xmode(self, parameter_s=''): """Switch modes for the exception handlers. Valid modes: Plain, Context, Verbose, and Minimal. If called without arguments, acts as a toggle. When in verbose mode the value `--show` (and `--hide`) will respectively show (or hide) frames with ``__tracebackhide__ = True`` value set. """ def xmode_switch_err(name): warn('Error changing %s exception modes.\n%s' % (name,sys.exc_info()[1])) shell = self.shell if parameter_s.strip() == "--show": shell.InteractiveTB.skip_hidden = False return if parameter_s.strip() == "--hide": shell.InteractiveTB.skip_hidden = True return new_mode = parameter_s.strip().capitalize() try: shell.InteractiveTB.set_mode(mode=new_mode) print('Exception reporting mode:',shell.InteractiveTB.mode) except: xmode_switch_err('user') @line_magic def quickref(self, arg): """ Show a quick reference sheet """ from IPython.core.usage import quick_reference qr = quick_reference + self._magic_docs(brief=True) page.page(qr) @line_magic def doctest_mode(self, parameter_s=''): """Toggle doctest mode on and off. This mode is intended to make IPython behave as much as possible like a plain Python shell, from the perspective of how its prompts, exceptions and output look. This makes it easy to copy and paste parts of a session into doctests. It does so by: - Changing the prompts to the classic ``>>>`` ones. - Changing the exception reporting mode to 'Plain'. - Disabling pretty-printing of output. Note that IPython also supports the pasting of code snippets that have leading '>>>' and '...' prompts in them. This means that you can paste doctests from files or docstrings (even if they have leading whitespace), and the code will execute correctly. You can then use '%history -t' to see the translated history; this will give you the input after removal of all the leading prompts and whitespace, which can be pasted back into an editor. With these features, you can switch into this mode easily whenever you need to do testing and changes to doctests, without having to leave your existing IPython session. """ # Shorthands shell = self.shell meta = shell.meta disp_formatter = self.shell.display_formatter ptformatter = disp_formatter.formatters['text/plain'] # dstore is a data store kept in the instance metadata bag to track any # changes we make, so we can undo them later. dstore = meta.setdefault('doctest_mode',Struct()) save_dstore = dstore.setdefault # save a few values we'll need to recover later mode = save_dstore('mode',False) save_dstore('rc_pprint',ptformatter.pprint) save_dstore('xmode',shell.InteractiveTB.mode) save_dstore('rc_separate_out',shell.separate_out) save_dstore('rc_separate_out2',shell.separate_out2) save_dstore('rc_separate_in',shell.separate_in) save_dstore('rc_active_types',disp_formatter.active_types) if not mode: # turn on # Prompt separators like plain python shell.separate_in = '' shell.separate_out = '' shell.separate_out2 = '' ptformatter.pprint = False disp_formatter.active_types = ['text/plain'] shell.magic('xmode Plain') else: # turn off shell.separate_in = dstore.rc_separate_in shell.separate_out = dstore.rc_separate_out shell.separate_out2 = dstore.rc_separate_out2 ptformatter.pprint = dstore.rc_pprint disp_formatter.active_types = dstore.rc_active_types shell.run_line_magic("xmode", dstore.xmode) # mode here is the state before we switch; switch_doctest_mode takes # the mode we're switching to. shell.switch_doctest_mode(not mode) # Store new mode and inform dstore.mode = bool(not mode) mode_label = ['OFF','ON'][dstore.mode] print('Doctest mode is:', mode_label) @line_magic def gui(self, parameter_s=''): """Enable or disable IPython GUI event loop integration. %gui [GUINAME] This magic replaces IPython's threaded shells that were activated using the (pylab/wthread/etc.) command line flags. GUI toolkits can now be enabled at runtime and keyboard interrupts should work without any problems. The following toolkits are supported: wxPython, PyQt4, PyGTK, Tk and Cocoa (OSX):: %gui wx # enable wxPython event loop integration %gui qt # enable PyQt/PySide event loop integration # with the latest version available. %gui qt6 # enable PyQt6/PySide6 event loop integration %gui qt5 # enable PyQt5/PySide2 event loop integration %gui gtk # enable PyGTK event loop integration %gui gtk3 # enable Gtk3 event loop integration %gui gtk4 # enable Gtk4 event loop integration %gui tk # enable Tk event loop integration %gui osx # enable Cocoa event loop integration # (requires %matplotlib 1.1) %gui # disable all event loop integration WARNING: after any of these has been called you can simply create an application object, but DO NOT start the event loop yourself, as we have already handled that. """ opts, arg = self.parse_options(parameter_s, '') if arg=='': arg = None try: return self.shell.enable_gui(arg) except Exception as e: # print simple error message, rather than traceback if we can't # hook up the GUI error(str(e)) @skip_doctest @line_magic def precision(self, s=''): """Set floating point precision for pretty printing. Can set either integer precision or a format string. If numpy has been imported and precision is an int, numpy display precision will also be set, via ``numpy.set_printoptions``. If no argument is given, defaults will be restored. Examples -------- :: In [1]: from math import pi In [2]: %precision 3 Out[2]: '%.3f' In [3]: pi Out[3]: 3.142 In [4]: %precision %i Out[4]: '%i' In [5]: pi Out[5]: 3 In [6]: %precision %e Out[6]: '%e' In [7]: pi**10 Out[7]: 9.364805e+04 In [8]: %precision Out[8]: '%r' In [9]: pi**10 Out[9]: 93648.047476082982 """ ptformatter = self.shell.display_formatter.formatters['text/plain'] ptformatter.float_precision = s return ptformatter.float_format @magic_arguments.magic_arguments() @magic_arguments.argument( 'filename', type=str, help='Notebook name or filename' ) @line_magic def notebook(self, s): """Export and convert IPython notebooks. This function can export the current IPython history to a notebook file. For example, to export the history to "foo.ipynb" do "%notebook foo.ipynb". """ args = magic_arguments.parse_argstring(self.notebook, s) outfname = os.path.expanduser(args.filename) from nbformat import write, v4 cells = [] hist = list(self.shell.history_manager.get_range()) if(len(hist)<=1): raise ValueError('History is empty, cannot export') for session, execution_count, source in hist[:-1]: cells.append(v4.new_code_cell( execution_count=execution_count, source=source )) nb = v4.new_notebook(cells=cells) with io.open(outfname, "w", encoding="utf-8") as f: write(nb, f, version=4) @magics_class class AsyncMagics(BasicMagics): @line_magic def autoawait(self, parameter_s): """ Allow to change the status of the autoawait option. This allow you to set a specific asynchronous code runner. If no value is passed, print the currently used asynchronous integration and whether it is activated. It can take a number of value evaluated in the following order: - False/false/off deactivate autoawait integration - True/true/on activate autoawait integration using configured default loop - asyncio/curio/trio activate autoawait integration and use integration with said library. - `sync` turn on the pseudo-sync integration (mostly used for `IPython.embed()` which does not run IPython with a real eventloop and deactivate running asynchronous code. Turning on Asynchronous code with the pseudo sync loop is undefined behavior and may lead IPython to crash. If the passed parameter does not match any of the above and is a python identifier, get said object from user namespace and set it as the runner, and activate autoawait. If the object is a fully qualified object name, attempt to import it and set it as the runner, and activate autoawait. The exact behavior of autoawait is experimental and subject to change across version of IPython and Python. """ param = parameter_s.strip() d = {True: "on", False: "off"} if not param: print("IPython autoawait is `{}`, and set to use `{}`".format( d[self.shell.autoawait], self.shell.loop_runner )) return None if param.lower() in ('false', 'off'): self.shell.autoawait = False return None if param.lower() in ('true', 'on'): self.shell.autoawait = True return None if param in self.shell.loop_runner_map: self.shell.loop_runner, self.shell.autoawait = self.shell.loop_runner_map[param] return None if param in self.shell.user_ns : self.shell.loop_runner = self.shell.user_ns[param] self.shell.autoawait = True return None runner = import_item(param) self.shell.loop_runner = runner self.shell.autoawait = True