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API update involving map and load-balancing
API update involving map and load-balancing

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history.py
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""" History related magics and functionality """
#-----------------------------------------------------------------------------
# Copyright (C) 2010 The IPython Development Team.
#
# Distributed under the terms of the BSD License.
#
# The full license is in the file COPYING.txt, distributed with this software.
#-----------------------------------------------------------------------------
#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------
from __future__ import print_function
# Stdlib imports
import datetime
import json
import os
import re
import sqlite3
from collections import defaultdict
# Our own packages
from IPython.config.configurable import Configurable
import IPython.utils.io
from IPython.testing import decorators as testdec
from IPython.utils.io import ask_yes_no
from IPython.utils.traitlets import Bool, Dict, Instance, Int, List, Unicode
from IPython.utils.warn import warn
#-----------------------------------------------------------------------------
# Classes and functions
#-----------------------------------------------------------------------------
class HistoryManager(Configurable):
"""A class to organize all history-related functionality in one place.
"""
# Public interface
# An instance of the IPython shell we are attached to
shell = Instance('IPython.core.interactiveshell.InteractiveShellABC')
# Lists to hold processed and raw history. These start with a blank entry
# so that we can index them starting from 1
input_hist_parsed = List([""])
input_hist_raw = List([""])
# A list of directories visited during session
dir_hist = List()
def _dir_hist_default(self):
try:
return [os.getcwd()]
except OSError:
return []
# A dict of output history, keyed with ints from the shell's
# execution count. If there are several outputs from one command,
# only the last one is stored.
output_hist = Dict()
# Contains all outputs, in lists of reprs.
output_hist_reprs = Instance(defaultdict, args=(list,))
# String holding the path to the history file
hist_file = Unicode(config=True)
# The SQLite database
db = Instance(sqlite3.Connection)
# The number of the current session in the history database
session_number = Int()
# Should we log output to the database? (default no)
db_log_output = Bool(False, config=True)
# Write to database every x commands (higher values save disk access & power)
# Values of 1 or less effectively disable caching.
db_cache_size = Int(0, config=True)
# The input and output caches
db_input_cache = List()
db_output_cache = List()
# Private interface
# Variables used to store the three last inputs from the user. On each new
# history update, we populate the user's namespace with these, shifted as
# necessary.
_i00 = Unicode(u'')
_i = Unicode(u'')
_ii = Unicode(u'')
_iii = Unicode(u'')
# A set with all forms of the exit command, so that we don't store them in
# the history (it's annoying to rewind the first entry and land on an exit
# call).
_exit_commands = Instance(set, args=(['Quit', 'quit', 'Exit', 'exit',
'%Quit', '%quit', '%Exit', '%exit'],))
def __init__(self, shell, config=None, **traits):
"""Create a new history manager associated with a shell instance.
"""
# We need a pointer back to the shell for various tasks.
super(HistoryManager, self).__init__(shell=shell, config=config,
**traits)
if self.hist_file == u'':
# No one has set the hist_file, yet.
if shell.profile:
histfname = 'history-%s' % shell.profile
else:
histfname = 'history'
self.hist_file = os.path.join(shell.ipython_dir, histfname + '.sqlite')
try:
self.init_db()
except sqlite3.DatabaseError:
if os.path.isfile(self.hist_file):
# Try to move the file out of the way.
newpath = os.path.join(self.shell.ipython_dir, "hist-corrupt.sqlite")
os.rename(self.hist_file, newpath)
print("ERROR! History file wasn't a valid SQLite database.",
"It was moved to %s" % newpath, "and a new file created.")
self.init_db()
else:
# The hist_file is probably :memory: or something else.
raise
self.new_session()
def init_db(self):
"""Connect to the database, and create tables if necessary."""
self.db = sqlite3.connect(self.hist_file)
self.db.execute("""CREATE TABLE IF NOT EXISTS sessions (session integer
primary key autoincrement, start timestamp,
end timestamp, num_cmds integer, remark text)""")
self.db.execute("""CREATE TABLE IF NOT EXISTS history
(session integer, line integer, source text, source_raw text,
PRIMARY KEY (session, line))""")
# Output history is optional, but ensure the table's there so it can be
# enabled later.
self.db.execute("""CREATE TABLE IF NOT EXISTS output_history
(session integer, line integer, output text,
PRIMARY KEY (session, line))""")
self.db.commit()
def new_session(self):
"""Get a new session number."""
with self.db:
cur = self.db.execute("""INSERT INTO sessions VALUES (NULL, ?, NULL,
NULL, "") """, (datetime.datetime.now(),))
self.session_number = cur.lastrowid
def end_session(self):
"""Close the database session, filling in the end time and line count."""
self.writeout_cache()
with self.db:
self.db.execute("""UPDATE sessions SET end=?, num_cmds=? WHERE
session==?""", (datetime.datetime.now(),
len(self.input_hist_parsed)-1, self.session_number))
self.session_number = 0
def name_session(self, name):
"""Give the current session a name in the history database."""
with self.db:
self.db.execute("UPDATE sessions SET remark=? WHERE session==?",
(name, self.session_number))
def reset(self, new_session=True):
"""Clear the session history, releasing all object references, and
optionally open a new session."""
if self.session_number:
self.end_session()
self.input_hist_parsed[:] = [""]
self.input_hist_raw[:] = [""]
self.output_hist.clear()
# The directory history can't be completely empty
self.dir_hist[:] = [os.getcwd()]
if new_session:
self.new_session()
## -------------------------------
## Methods for retrieving history:
## -------------------------------
def _run_sql(self, sql, params, raw=True, output=False):
"""Prepares and runs an SQL query for the history database.
Parameters
----------
sql : str
Any filtering expressions to go after SELECT ... FROM ...
params : tuple
Parameters passed to the SQL query (to replace "?")
raw, output : bool
See :meth:`get_range`
Returns
-------
Tuples as :meth:`get_range`
"""
toget = 'source_raw' if raw else 'source'
sqlfrom = "history"
if output:
sqlfrom = "history LEFT JOIN output_history USING (session, line)"
toget = "history.%s, output_history.output" % toget
cur = self.db.execute("SELECT session, line, %s FROM %s " %\
(toget, sqlfrom) + sql, params)
if output: # Regroup into 3-tuples, and parse JSON
loads = lambda out: json.loads(out) if out else None
return ((ses, lin, (inp, loads(out))) \
for ses, lin, inp, out in cur)
return cur
def get_tail(self, n=10, raw=True, output=False, include_latest=False):
"""Get the last n lines from the history database.
Parameters
----------
n : int
The number of lines to get
raw, output : bool
See :meth:`get_range`
include_latest : bool
If False (default), n+1 lines are fetched, and the latest one
is discarded. This is intended to be used where the function
is called by a user command, which it should not return.
Returns
-------
Tuples as :meth:`get_range`
"""
self.writeout_cache()
if not include_latest:
n += 1
cur = self._run_sql("ORDER BY session DESC, line DESC LIMIT ?",
(n,), raw=raw, output=output)
if not include_latest:
return reversed(list(cur)[1:])
return reversed(list(cur))
def search(self, pattern="*", raw=True, search_raw=True,
output=False):
"""Search the database using unix glob-style matching (wildcards
* and ?).
Parameters
----------
pattern : str
The wildcarded pattern to match when searching
search_raw : bool
If True, search the raw input, otherwise, the parsed input
raw, output : bool
See :meth:`get_range`
Returns
-------
Tuples as :meth:`get_range`
"""
tosearch = "source_raw" if search_raw else "source"
if output:
tosearch = "history." + tosearch
self.writeout_cache()
return self._run_sql("WHERE %s GLOB ?" % tosearch, (pattern,),
raw=raw, output=output)
def _get_range_session(self, start=1, stop=None, raw=True, output=False):
"""Get input and output history from the current session. Called by
get_range, and takes similar parameters."""
input_hist = self.input_hist_raw if raw else self.input_hist_parsed
n = len(input_hist)
if start < 0:
start += n
if not stop:
stop = n
elif stop < 0:
stop += n
for i in range(start, stop):
if output:
line = (input_hist[i], self.output_hist_reprs.get(i))
else:
line = input_hist[i]
yield (0, i, line)
def get_range(self, session=0, start=1, stop=None, raw=True,output=False):
"""Retrieve input by session.
Parameters
----------
session : int
Session number to retrieve. The current session is 0, and negative
numbers count back from current session, so -1 is previous session.
start : int
First line to retrieve.
stop : int
End of line range (excluded from output itself). If None, retrieve
to the end of the session.
raw : bool
If True, return untranslated input
output : bool
If True, attempt to include output. This will be 'real' Python
objects for the current session, or text reprs from previous
sessions if db_log_output was enabled at the time. Where no output
is found, None is used.
Returns
-------
An iterator over the desired lines. Each line is a 3-tuple, either
(session, line, input) if output is False, or
(session, line, (input, output)) if output is True.
"""
if session == 0 or session==self.session_number: # Current session
return self._get_range_session(start, stop, raw, output)
if session < 0:
session += self.session_number
if stop:
lineclause = "line >= ? AND line < ?"
params = (session, start, stop)
else:
lineclause = "line>=?"
params = (session, start)
return self._run_sql("WHERE session==? AND %s""" % lineclause,
params, raw=raw, output=output)
def get_range_by_str(self, rangestr, raw=True, output=False):
"""Get lines of history from a string of ranges, as used by magic
commands %hist, %save, %macro, etc.
Parameters
----------
rangestr : str
A string specifying ranges, e.g. "5 ~2/1-4". See
:func:`magic_history` for full details.
raw, output : bool
As :meth:`get_range`
Returns
-------
Tuples as :meth:`get_range`
"""
for sess, s, e in extract_hist_ranges(rangestr):
for line in self.get_range(sess, s, e, raw=raw, output=output):
yield line
## ----------------------------
## Methods for storing history:
## ----------------------------
def store_inputs(self, line_num, source, source_raw=None):
"""Store source and raw input in history and create input cache
variables _i*.
Parameters
----------
line_num : int
The prompt number of this input.
source : str
Python input.
source_raw : str, optional
If given, this is the raw input without any IPython transformations
applied to it. If not given, ``source`` is used.
"""
if source_raw is None:
source_raw = source
source = source.rstrip('\n')
source_raw = source_raw.rstrip('\n')
# do not store exit/quit commands
if source_raw.strip() in self._exit_commands:
return
self.input_hist_parsed.append(source)
self.input_hist_raw.append(source_raw)
self.db_input_cache.append((line_num, source, source_raw))
# Trigger to flush cache and write to DB.
if len(self.db_input_cache) >= self.db_cache_size:
self.writeout_cache()
# update the auto _i variables
self._iii = self._ii
self._ii = self._i
self._i = self._i00
self._i00 = source_raw
# hackish access to user namespace to create _i1,_i2... dynamically
new_i = '_i%s' % line_num
to_main = {'_i': self._i,
'_ii': self._ii,
'_iii': self._iii,
new_i : self._i00 }
self.shell.user_ns.update(to_main)
def store_output(self, line_num):
"""If database output logging is enabled, this saves all the
outputs from the indicated prompt number to the database. It's
called by run_cell after code has been executed.
Parameters
----------
line_num : int
The line number from which to save outputs
"""
if (not self.db_log_output) or not self.output_hist_reprs[line_num]:
return
output = json.dumps(self.output_hist_reprs[line_num])
self.db_output_cache.append((line_num, output))
if self.db_cache_size <= 1:
self.writeout_cache()
def _writeout_input_cache(self):
for line in self.db_input_cache:
with self.db:
self.db.execute("INSERT INTO history VALUES (?, ?, ?, ?)",
(self.session_number,)+line)
def _writeout_output_cache(self):
for line in self.db_output_cache:
with self.db:
self.db.execute("INSERT INTO output_history VALUES (?, ?, ?)",
(self.session_number,)+line)
def writeout_cache(self):
"""Write any entries in the cache to the database."""
try:
self._writeout_input_cache()
except sqlite3.IntegrityError:
self.new_session()
print("ERROR! Session/line number was not unique in",
"database. History logging moved to new session",
self.session_number)
try: # Try writing to the new session. If this fails, don't recurse
self.writeout_cache()
except sqlite3.IntegrityError:
pass
finally:
self.db_input_cache = []
try:
self._writeout_output_cache()
except sqlite3.IntegrityError:
print("!! Session/line number for output was not unique",
"in database. Output will not be stored.")
finally:
self.db_output_cache = []
# To match, e.g. ~5/8-~2/3
range_re = re.compile(r"""
((?P<startsess>~?\d+)/)?
(?P<start>\d+) # Only the start line num is compulsory
((?P<sep>[\-:])
((?P<endsess>~?\d+)/)?
(?P<end>\d+))?
$""", re.VERBOSE)
def extract_hist_ranges(ranges_str):
"""Turn a string of history ranges into 3-tuples of (session, start, stop).
Examples
--------
list(extract_input_ranges("~8/5-~7/4 2"))
[(-8, 5, None), (-7, 1, 4), (0, 2, 3)]
"""
for range_str in ranges_str.split():
rmatch = range_re.match(range_str)
if not rmatch:
continue
start = int(rmatch.group("start"))
end = rmatch.group("end")
end = int(end) if end else start+1 # If no end specified, get (a, a+1)
if rmatch.group("sep") == "-": # 1-3 == 1:4 --> [1, 2, 3]
end += 1
startsess = rmatch.group("startsess") or "0"
endsess = rmatch.group("endsess") or startsess
startsess = int(startsess.replace("~","-"))
endsess = int(endsess.replace("~","-"))
assert endsess >= startsess
if endsess == startsess:
yield (startsess, start, end)
continue
# Multiple sessions in one range:
yield (startsess, start, None)
for sess in range(startsess+1, endsess):
yield (sess, 1, None)
yield (endsess, 1, end)
def _format_lineno(session, line):
"""Helper function to format line numbers properly."""
if session == 0:
return str(line)
return "%s#%s" % (session, line)
@testdec.skip_doctest
def magic_history(self, parameter_s = ''):
"""Print input history (_i<n> variables), with most recent last.
%history -> print at most 40 inputs (some may be multi-line)\\
%history n -> print at most n inputs\\
%history n1 n2 -> print inputs between n1 and n2 (n2 not included)\\
By default, input history is printed without line numbers so it can be
directly pasted into an editor. Use -n to show them.
Ranges of history can be indicated using the syntax:
4 : Line 4, current session
4-6 : Lines 4-6, current session
243/1-5: Lines 1-5, session 243
~2/7 : Line 7, session 2 before current
~8/1-~6/5 : From the first line of 8 sessions ago, to the fifth line
of 6 sessions ago.
Multiple ranges can be entered, separated by spaces
The same syntax is used by %macro, %save, %edit, %rerun
Options:
-n: print line numbers for each input.
This feature is only available if numbered prompts are in use.
-o: also print outputs for each input.
-p: print classic '>>>' python prompts before each input. This is useful
for making documentation, and in conjunction with -o, for producing
doctest-ready output.
-r: (default) print the 'raw' history, i.e. the actual commands you typed.
-t: print the 'translated' history, as IPython understands it. IPython
filters your input and converts it all into valid Python source before
executing it (things like magics or aliases are turned into function
calls, for example). With this option, you'll see the native history
instead of the user-entered version: '%cd /' will be seen as
'get_ipython().magic("%cd /")' instead of '%cd /'.
-g: treat the arg as a pattern to grep for in (full) history.
This includes the saved history (almost all commands ever written).
Use '%hist -g' to show full saved history (may be very long).
-l: get the last n lines from all sessions. Specify n as a single arg, or
the default is the last 10 lines.
-f FILENAME: instead of printing the output to the screen, redirect it to
the given file. The file is always overwritten, though IPython asks for
confirmation first if it already exists.
Examples
--------
::
In [6]: %hist -n 4 6
4:a = 12
5:print a**2
"""
if not self.shell.displayhook.do_full_cache:
print('This feature is only available if numbered prompts are in use.')
return
opts,args = self.parse_options(parameter_s,'noprtglf:',mode='string')
# For brevity
history_manager = self.shell.history_manager
def _format_lineno(session, line):
"""Helper function to format line numbers properly."""
if session in (0, history_manager.session_number):
return str(line)
return "%s/%s" % (session, line)
# Check if output to specific file was requested.
try:
outfname = opts['f']
except KeyError:
outfile = IPython.utils.io.Term.cout # default
# We don't want to close stdout at the end!
close_at_end = False
else:
if os.path.exists(outfname):
if not ask_yes_no("File %r exists. Overwrite?" % outfname):
print('Aborting.')
return
outfile = open(outfname,'w')
close_at_end = True
print_nums = 'n' in opts
get_output = 'o' in opts
pyprompts = 'p' in opts
# Raw history is the default
raw = not('t' in opts)
default_length = 40
pattern = None
if 'g' in opts: # Glob search
pattern = "*" + args + "*" if args else "*"
hist = history_manager.search(pattern, raw=raw, output=get_output)
elif 'l' in opts: # Get 'tail'
try:
n = int(args)
except ValueError, IndexError:
n = 10
hist = history_manager.get_tail(n, raw=raw, output=get_output)
else:
if args: # Get history by ranges
hist = history_manager.get_range_by_str(args, raw, get_output)
else: # Just get history for the current session
hist = history_manager.get_range(raw=raw, output=get_output)
# We could be displaying the entire history, so let's not try to pull it
# into a list in memory. Anything that needs more space will just misalign.
width = 4
for session, lineno, inline in hist:
# Print user history with tabs expanded to 4 spaces. The GUI clients
# use hard tabs for easier usability in auto-indented code, but we want
# to produce PEP-8 compliant history for safe pasting into an editor.
if get_output:
inline, output = inline
inline = inline.expandtabs(4).rstrip()
multiline = "\n" in inline
line_sep = '\n' if multiline else ' '
if print_nums:
print('%s:%s' % (_format_lineno(session, lineno).rjust(width),
line_sep), file=outfile, end='')
if pyprompts:
print(">>> ", end="", file=outfile)
if multiline:
inline = "\n... ".join(inline.splitlines()) + "\n..."
print(inline, file=outfile)
if get_output and output:
print("\n".join(output), file=outfile)
if close_at_end:
outfile.close()
def magic_rep(self, arg):
r""" Repeat a command, or get command to input line for editing
- %rep (no arguments):
Place a string version of last computation result (stored in the special '_'
variable) to the next input prompt. Allows you to create elaborate command
lines without using copy-paste::
In[1]: l = ["hei", "vaan"]
In[2]: "".join(l)
Out[2]: heivaan
In[3]: %rep
In[4]: heivaan_ <== cursor blinking
%rep 45
Place history line 45 on the next input prompt. Use %hist to find
out the number.
%rep 1-4
Combine the specified lines into one cell, and place it on the next
input prompt. See %history for the slice syntax.
%rep foo+bar
If foo+bar can be evaluated in the user namespace, the result is
placed at the next input prompt. Otherwise, the history is searched
for lines which contain that substring, and the most recent one is
placed at the next input prompt.
"""
if not arg: # Last output
self.set_next_input(str(self.shell.user_ns["_"]))
return
# Get history range
histlines = self.history_manager.get_range_by_str(arg)
cmd = "\n".join(x[2] for x in histlines)
if cmd:
self.set_next_input(cmd.rstrip())
return
try: # Variable in user namespace
cmd = str(eval(arg, self.shell.user_ns))
except Exception: # Search for term in history
histlines = self.history_manager.search("*"+arg+"*")
for h in reversed([x[2] for x in histlines]):
if 'rep' in h:
continue
self.set_next_input(h.rstrip())
return
else:
self.set_next_input(cmd.rstrip())
print("Couldn't evaluate or find in history:", arg)
def magic_rerun(self, parameter_s=''):
"""Re-run previous input
By default, you can specify ranges of input history to be repeated
(as with %history). With no arguments, it will repeat the last line.
Options:
-l <n> : Repeat the last n lines of input, not including the
current command.
-g foo : Repeat the most recent line which contains foo
"""
opts, args = self.parse_options(parameter_s, 'l:g:', mode='string')
if "l" in opts: # Last n lines
n = int(opts['l'])
hist = self.history_manager.get_tail(n)
elif "g" in opts: # Search
p = "*"+opts['g']+"*"
hist = list(self.history_manager.search(p))
for l in reversed(hist):
if "rerun" not in l[2]:
hist = [l] # The last match which isn't a %rerun
break
else:
hist = [] # No matches except %rerun
elif args: # Specify history ranges
hist = self.history_manager.get_range_by_str(args)
else: # Last line
hist = self.history_manager.get_tail(1)
hist = [x[2] for x in hist]
if not hist:
print("No lines in history match specification")
return
histlines = "\n".join(hist)
print("=== Executing: ===")
print(histlines)
print("=== Output: ===")
self.run_cell("\n".join(hist), store_history=False)
def init_ipython(ip):
ip.define_magic("rep", magic_rep)
ip.define_magic("recall", magic_rep)
ip.define_magic("rerun", magic_rerun)
ip.define_magic("hist",magic_history) # Alternative name
ip.define_magic("history",magic_history)
# XXX - ipy_completers are in quarantine, need to be updated to new apis
#import ipy_completers
#ipy_completers.quick_completer('%hist' ,'-g -t -r -n')