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Author SHA1 Message Date
e201f67684 update test times
git-svn-id: https://bucket.mit.edu/svn/nilm/tags/nilmdb-orig-tests@11322 ddd99763-3ecb-0310-9145-efcb8ce7c51f
2012-10-22 21:50:11 +00:00
44fce1ff33 tags
git-svn-id: https://bucket.mit.edu/svn/nilm/tags/nilmdb-orig-tests@10370 ddd99763-3ecb-0310-9145-efcb8ce7c51f
2012-02-08 18:07:19 +00:00
119 changed files with 969 additions and 70876 deletions

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# -*- conf -*-
[run]
# branch = True
[report]
exclude_lines =
pragma: no cover
if 0:
omit = nilmdb/utils/datetime_tz*,nilmdb/scripts,nilmdb/_version.py

1
.gitattributes vendored
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nilmdb/_version.py export-subst

25
.gitignore vendored
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@@ -1,25 +0,0 @@
# Tests
tests/*testdb/
.coverage
db/
# Compiled / cythonized files
docs/*.html
build/
*.pyc
nilmdb/server/interval.c
nilmdb/server/layout.c
nilmdb/server/rbtree.c
*.so
# Setup junk
dist/
nilmdb.egg-info/
# This gets generated as needed by setup.py
MANIFEST.in
MANIFEST
# Misc
timeit*out

250
.pylintrc
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@@ -1,250 +0,0 @@
# -*- conf -*-
[MASTER]
# Specify a configuration file.
#rcfile=
# Python code to execute, usually for sys.path manipulation such as
# pygtk.require().
#init-hook=
# Profiled execution.
profile=no
# Add files or directories to the blacklist. They should be base names, not
# paths.
ignore=datetime_tz
# Pickle collected data for later comparisons.
persistent=no
# List of plugins (as comma separated values of python modules names) to load,
# usually to register additional checkers.
load-plugins=
[MESSAGES CONTROL]
# Enable the message, report, category or checker with the given id(s). You can
# either give multiple identifier separated by comma (,) or put this option
# multiple time.
#enable=
# Disable the message, report, category or checker with the given id(s). You
# can either give multiple identifier separated by comma (,) or put this option
# multiple time (only on the command line, not in the configuration file where
# it should appear only once).
disable=C0111,R0903,R0201,R0914,R0912,W0142,W0703,W0702
[REPORTS]
# Set the output format. Available formats are text, parseable, colorized, msvs
# (visual studio) and html
output-format=parseable
# Include message's id in output
include-ids=yes
# Put messages in a separate file for each module / package specified on the
# command line instead of printing them on stdout. Reports (if any) will be
# written in a file name "pylint_global.[txt|html]".
files-output=no
# Tells whether to display a full report or only the messages
reports=yes
# Python expression which should return a note less than 10 (10 is the highest
# note). You have access to the variables errors warning, statement which
# respectively contain the number of errors / warnings messages and the total
# number of statements analyzed. This is used by the global evaluation report
# (RP0004).
evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
# Add a comment according to your evaluation note. This is used by the global
# evaluation report (RP0004).
comment=no
[SIMILARITIES]
# Minimum lines number of a similarity.
min-similarity-lines=4
# Ignore comments when computing similarities.
ignore-comments=yes
# Ignore docstrings when computing similarities.
ignore-docstrings=yes
[TYPECHECK]
# Tells whether missing members accessed in mixin class should be ignored. A
# mixin class is detected if its name ends with "mixin" (case insensitive).
ignore-mixin-members=yes
# List of classes names for which member attributes should not be checked
# (useful for classes with attributes dynamically set).
ignored-classes=SQLObject
# When zope mode is activated, add a predefined set of Zope acquired attributes
# to generated-members.
zope=no
# List of members which are set dynamically and missed by pylint inference
# system, and so shouldn't trigger E0201 when accessed. Python regular
# expressions are accepted.
generated-members=REQUEST,acl_users,aq_parent
[FORMAT]
# Maximum number of characters on a single line.
max-line-length=80
# Maximum number of lines in a module
max-module-lines=1000
# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1
# tab).
indent-string=' '
[MISCELLANEOUS]
# List of note tags to take in consideration, separated by a comma.
notes=FIXME,XXX,TODO
[VARIABLES]
# Tells whether we should check for unused import in __init__ files.
init-import=no
# A regular expression matching the beginning of the name of dummy variables
# (i.e. not used).
dummy-variables-rgx=_|dummy
# List of additional names supposed to be defined in builtins. Remember that
# you should avoid to define new builtins when possible.
additional-builtins=
[BASIC]
# Required attributes for module, separated by a comma
required-attributes=
# List of builtins function names that should not be used, separated by a comma
bad-functions=apply,input
# Regular expression which should only match correct module names
module-rgx=(([a-z_][a-z0-9_]*)|([A-Z][a-zA-Z0-9]+))$
# Regular expression which should only match correct module level names
const-rgx=(([A-Z_][A-Z0-9_]*)|(__.*__)|version)$
# Regular expression which should only match correct class names
class-rgx=[A-Z_][a-zA-Z0-9]+$
# Regular expression which should only match correct function names
function-rgx=[a-z_][a-z0-9_]{0,30}$
# Regular expression which should only match correct method names
method-rgx=[a-z_][a-z0-9_]{0,30}$
# Regular expression which should only match correct instance attribute names
attr-rgx=[a-z_][a-z0-9_]{0,30}$
# Regular expression which should only match correct argument names
argument-rgx=[a-z_][a-z0-9_]{0,30}$
# Regular expression which should only match correct variable names
variable-rgx=[a-z_][a-z0-9_]{0,30}$
# Regular expression which should only match correct list comprehension /
# generator expression variable names
inlinevar-rgx=[A-Za-z_][A-Za-z0-9_]*$
# Good variable names which should always be accepted, separated by a comma
good-names=i,j,k,ex,Run,_
# Bad variable names which should always be refused, separated by a comma
bad-names=foo,bar,baz,toto,tutu,tata
# Regular expression which should only match functions or classes name which do
# not require a docstring
no-docstring-rgx=__.*__
[CLASSES]
# List of interface methods to ignore, separated by a comma. This is used for
# instance to not check methods defines in Zope's Interface base class.
ignore-iface-methods=isImplementedBy,deferred,extends,names,namesAndDescriptions,queryDescriptionFor,getBases,getDescriptionFor,getDoc,getName,getTaggedValue,getTaggedValueTags,isEqualOrExtendedBy,setTaggedValue,isImplementedByInstancesOf,adaptWith,is_implemented_by
# List of method names used to declare (i.e. assign) instance attributes.
defining-attr-methods=__init__,__new__,setUp
# List of valid names for the first argument in a class method.
valid-classmethod-first-arg=cls
[DESIGN]
# Maximum number of arguments for function / method
max-args=5
# Argument names that match this expression will be ignored. Default to name
# with leading underscore
ignored-argument-names=_.*
# Maximum number of locals for function / method body
max-locals=15
# Maximum number of return / yield for function / method body
max-returns=6
# Maximum number of branch for function / method body
max-branchs=12
# Maximum number of statements in function / method body
max-statements=50
# Maximum number of parents for a class (see R0901).
max-parents=7
# Maximum number of attributes for a class (see R0902).
max-attributes=7
# Minimum number of public methods for a class (see R0903).
min-public-methods=2
# Maximum number of public methods for a class (see R0904).
max-public-methods=20
[IMPORTS]
# Deprecated modules which should not be used, separated by a comma
deprecated-modules=regsub,string,TERMIOS,Bastion,rexec
# Create a graph of every (i.e. internal and external) dependencies in the
# given file (report RP0402 must not be disabled)
import-graph=
# Create a graph of external dependencies in the given file (report RP0402 must
# not be disabled)
ext-import-graph=
# Create a graph of internal dependencies in the given file (report RP0402 must
# not be disabled)
int-import-graph=
[EXCEPTIONS]
# Exceptions that will emit a warning when being caught. Defaults to
# "Exception"
overgeneral-exceptions=Exception

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@@ -1,46 +1,2 @@
# By default, run the tests.
all: test
version:
python setup.py version
build:
python setup.py build_ext --inplace
dist: sdist
sdist:
python setup.py sdist
install:
python setup.py install
develop:
python setup.py develop
docs:
make -C docs
lint:
pylint --rcfile=.pylintrc nilmdb
test:
ifeq ($(INSIDE_EMACS), t)
# Use the slightly more flexible script
python setup.py build_ext --inplace
python tests/runtests.py
else
# Let setup.py check dependencies, build stuff, and run the test
python setup.py nosetests
endif
clean::
find . -name '*pyc' | xargs rm -f
rm -f .coverage
rm -rf tests/*testdb*
rm -rf nilmdb.egg-info/ build/ nilmdb/server/*.so MANIFEST.in
make -C docs clean
gitclean::
git clean -dXf
.PHONY: all version build dist sdist install docs lint test clean gitclean
all:
nosetests nilmdb/test_interval.py

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@@ -1,26 +1,4 @@
nilmdb: Non-Intrusive Load Monitor Database
by Jim Paris <jim@jtan.com>
To install,
Prerequisites:
python seutp.py install
# Runtime and build environments
sudo apt-get install python2.7 python2.7-dev python-setuptools cython
# Base NilmDB dependencies
sudo apt-get install python-cherrypy3 python-decorator python-simplejson
sudo apt-get install python-requests python-dateutil python-tz python-psutil
# Tools for running tests
sudo apt-get install python-nose python-coverage
Test:
python setup.py nosetests
Install:
python setup.py install
Usage:
nilmdb-server --help
nilmtool --help

26
bin/nilm-test.py Executable file
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#!/usr/bin/python
from nilmdb import Interval
from optparse import OptionParser
import sys
version = "1.0"
parser = OptionParser()
parser.add_option("-d", "--db", dest="database", metavar="DATABASE",
help="location of sqlite database")
parser.add_option("-V", "--version", dest="version", default=False, action="store_true",
help="print version then exit")
(options, args) = parser.parse_args()
if (options.version):
print "This script version: " + version
sys.exit(0)
if options.database is None:
print "Error: database is mandatory"
sys.exit(1)
print "Database is " + options.database

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@@ -1,9 +0,0 @@
ALL_DOCS = $(wildcard *.md)
all: $(ALL_DOCS:.md=.html)
%.html: %.md
pandoc -s $< > $@
clean:
rm -f *.html

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@@ -1,5 +0,0 @@
- Documentation
- Machine-readable information in OverflowError, parser errors.
Maybe subclass `cherrypy.HTTPError` and override `set_response`
to add another JSON field?

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Structure
---------
nilmdb.nilmdb is the NILM database interface. A nilmdb.BulkData
interface stores data in flat files, and a SQL database tracks
metadata and ranges.
Access to the nilmdb must be single-threaded. This is handled with
the nilmdb.serializer class. In the future this could probably
be turned into a per-path serialization.
nilmdb.server is a HTTP server that provides an interface to talk,
thorugh the serialization layer, to the nilmdb object.
nilmdb.client is a HTTP client that connects to this.
Sqlite performance
------------------
Committing a transaction in the default sync mode (PRAGMA synchronous=FULL)
takes about 125msec. sqlite3 will commit transactions at 3 times:
1. explicit con.commit()
2. between a series of DML commands and non-DML commands, e.g.
after a series of INSERT, SELECT, but before a CREATE TABLE or
PRAGMA.
3. at the end of an explicit transaction, e.g. "with self.con as con:"
To speed up testing, or if this transaction speed becomes an issue,
the sync=False option to NilmDB will set PRAGMA synchronous=OFF.
Inserting streams
-----------------
We need to send the contents of "data" as POST. Do we need chunked
transfer?
- Don't know the size in advance, so we would need to use chunked if
we send the entire thing in one request.
- But we shouldn't send one chunk per line, so we need to buffer some
anyway; why not just make new requests?
- Consider the infinite-streaming case, we might want to send it
immediately? Not really -- server still should do explicit inserts
of fixed-size chunks.
- Even chunked encoding needs the size of each chunk beforehand, so
everything still gets buffered. Just a tradeoff of buffer size.
Before timestamps are added:
- Raw data is about 440 kB/s (9 channels)
- Prep data is about 12.5 kB/s (1 phase)
- How do we know how much data to send?
- Remember that we can only do maybe 8-50 transactions per second on
the sqlite database. So if one block of inserted data is one
transaction, we'd need the raw case to be around 64kB per request,
ideally more.
- Maybe use a range, based on how long it's taking to read the data
- If no more data, send it
- If data > 1 MB, send it
- If more than 10 seconds have elapsed, send it
- Should those numbers come from the server?
Converting from ASCII to PyTables:
- For each row getting added, we need to set attributes on a PyTables
Row object and call table.append(). This means that there isn't a
particularly efficient way of converting from ascii.
- Could create a function like nilmdb.layout.Layout("foo".fillRow(asciiline)
- But this means we're doing parsing on the serialized side
- Let's keep parsing on the threaded server side so we can detect
errors better, and not block the serialized nilmdb for a slow
parsing process.
- Client sends ASCII data
- Server converts this ACSII data to a list of values
- Maybe:
# threaded side creates this object
parser = nilmdb.layout.Parser("layout_name")
# threaded side parses and fills it with data
parser.parse(textdata)
# serialized side pulls out rows
for n in xrange(parser.nrows):
parser.fill_row(rowinstance, n)
table.append()
Inserting streams, inside nilmdb
--------------------------------
- First check that the new stream doesn't overlap.
- Get minimum timestamp, maximum timestamp from data parser.
- (extend parser to verify monotonicity and track extents)
- Get all intervals for this stream in the database
- See if new interval overlaps any existing ones
- If so, bail
- Question: should we cache intervals inside NilmDB?
- Assume database is fast for now, and always rebuild fom DB.
- Can add a caching layer later if we need to.
- `stream_get_ranges(path)` -> return IntervalSet?
Speed
-----
- First approach was quadratic. Adding four hours of data:
$ time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-110000 /bpnilm/1/raw
real 24m31.093s
$ time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-120001 /bpnilm/1/raw
real 43m44.528s
$ time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-130002 /bpnilm/1/raw
real 93m29.713s
$ time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-140003 /bpnilm/1/raw
real 166m53.007s
- Disabling pytables indexing didn't help:
real 31m21.492s
real 52m51.963s
real 102m8.151s
real 176m12.469s
- Server RAM usage is constant.
- Speed problems were due to IntervalSet speed, of parsing intervals
from the database and adding the new one each time.
- First optimization is to cache result of `nilmdb:_get_intervals`,
which gives the best speedup.
- Also switched to internally using bxInterval from bx-python package.
Speed of `tests/test_interval:TestIntervalSpeed` is pretty decent
and seems to be growing logarithmically now. About 85μs per insertion
for inserting 131k entries.
- Storing the interval data in SQL might be better, with a scheme like:
http://www.logarithmic.net/pfh/blog/01235197474
- Next slowdown target is nilmdb.layout.Parser.parse().
- Rewrote parsers using cython and sscanf
- Stats (rev 10831), with `_add_interval` disabled
layout.pyx.Parser.parse:128 6303 sec, 262k calls
layout.pyx.parse:63 13913 sec, 5.1g calls
numpy:records.py.fromrecords:569 7410 sec, 262k calls
- Probably OK for now.
- After all updates, now takes about 8.5 minutes to insert an hour of
data, constant after adding 171 hours (4.9 billion data points)
- Data set size: 98 gigs = 20 bytes per data point.
6 uint16 data + 1 uint32 timestamp = 16 bytes per point
So compression must be off -- will retry with compression forced on.
IntervalSet speed
-----------------
- Initial implementation was pretty slow, even with binary search in
sorted list
- Replaced with bxInterval; now takes about log n time for an insertion
- TestIntervalSpeed with range(17,18) and profiling
- 85 μs each
- 131072 calls to `__iadd__`
- 131072 to bx.insert_interval
- 131072 to bx.insert:395
- 2355835 to bx.insert:106 (18x as many?)
- Tried blist too, worse than bxinterval.
- Might be algorithmic improvements to be made in Interval.py,
like in `__and__`
- Replaced again with rbtree. Seems decent. Numbers are time per
insert for 2**17 insertions, followed by total wall time and RAM
usage for running "make test" with `test_rbtree` and `test_interval`
with range(5,20):
- old values with bxinterval:
20.2 μS, total 20 s, 177 MB RAM
- rbtree, plain python:
97 μS, total 105 s, 846 MB RAM
- rbtree converted to cython:
26 μS, total 29 s, 320 MB RAM
- rbtree and interval converted to cython:
8.4 μS, total 12 s, 134 MB RAM
Layouts
-------
Current/old design has specific layouts: RawData, PrepData, RawNotchedData.
Let's get rid of this entirely and switch to simpler data types that are
just collections and counts of a single type. We'll still use strings
to describe them, with format:
type_count
where type is "uint16", "float32", or "float64", and count is an integer.
nilmdb.layout.named() will parse these strings into the appropriate
handlers. For compatibility:
"RawData" == "uint16_6"
"RawNotchedData" == "uint16_9"
"PrepData" == "float32_8"
BulkData design
---------------
BulkData is a custom bulk data storage system that was written to
replace PyTables. The general structure is a `data` subdirectory in
the main NilmDB directory. Within `data`, paths are created for each
created stream. These locations are called tables. For example,
tables might be located at
nilmdb/data/newton/raw/
nilmdb/data/newton/prep/
nilmdb/data/cottage/raw/
Each table contains:
- An unchanging `_format` file (Python pickle format) that describes
parameters of how the data is broken up, like files per directory,
rows per file, and the binary data format
- Hex named subdirectories `("%04x", although more than 65536 can exist)`
- Hex named files within those subdirectories, like:
/nilmdb/data/newton/raw/000b/010a
The data format of these files is raw binary, interpreted by the
Python `struct` module according to the format string in the
`_format` file.
- Same as above, with `.removed` suffix, is an optional file (Python
pickle format) containing a list of row numbers that have been
logically removed from the file. If this range covers the entire
file, the entire file will be removed.
- Note that the `bulkdata.nrows` variable is calculated once in
`BulkData.__init__()`, and only ever incremented during use. Thus,
even if all data is removed, `nrows` can remain high. However, if
the server is restarted, the newly calculated `nrows` may be lower
than in a previous run due to deleted data. To be specific, this
sequence of events:
- insert data
- remove all data
- insert data
will result in having different row numbers in the database, and
differently numbered files on the filesystem, than the sequence:
- insert data
- remove all data
- restart server
- insert data
This is okay! Everything should remain consistent both in the
`BulkData` and `NilmDB`. Not attempting to readjust `nrows` during
deletion makes the code quite a bit simpler.
- Similarly, data files are never truncated shorter. Removing data
from the end of the file will not shorten it; it will only be
deleted when it has been fully filled and all of the data has been
subsequently removed.
Rocket
------
Original design had the nilmdb.nilmdb thread (through bulkdata)
convert from on-disk layout to a Python list, and then the
nilmdb.server thread (from cherrypy) converts to ASCII. For at least
the extraction side of things, it's easy to pass the bulkdata a layout
name instead, and have it convert directly from on-disk to ASCII
format, because this conversion can then be shoved into a C module.
This module, which provides a means for converting directly from
on-disk format to ASCII or Python lists, is the "rocket" interface.
Python is still used to manage the files and figure out where the
data should go; rocket just puts binary data directly in or out of
those files at specified locations.
Before rocket, testing speed with uint16_6 data, with an end-to-end
test (extracting data with nilmtool):
- insert: 65 klines/sec
- extract: 120 klines/sec
After switching to the rocket design, but using the Python version
(pyrocket):
- insert: 57 klines/sec
- extract: 120 klines/sec
After switching to a C extension module (rocket.c)
- insert: 74 klines/sec through insert.py; 99.6 klines/sec through nilmtool
- extract: 335 klines/sec
After client block updates (described below):
- insert: 180 klines/sec through nilmtool (pre-timestamped)
- extract: 390 klines/sec through nilmtool
Using "insert --timestamp" or "extract --bare" cuts the speed in half.
Blocks versus lines
-------------------
Generally want to avoid parsing the bulk of the data as lines if
possible, and transfer things in bigger blocks at once.
Current places where we use lines:
- All data returned by `client.stream_extract`, since it comes from
`httpclient.get_gen`, which iterates over lines. Not sure if this
should be changed, because a `nilmtool extract` is just about the
same speed as `curl -q .../stream/extract`!
- `client.StreamInserter.insert_iter` and
`client.StreamInserter.insert_line`, which should probably get
replaced with block versions. There's no real need to keep
updating the timestamp every time we get a new line of data.
- Finished. Just a single insert() that takes any length string and
does very little processing until it's time to send it to the
server.
Timestamps
----------
Timestamps are currently double-precision floats (64 bit). Since the
mantissa is 53-bit, this can only represent about 15-17 significant
figures, and microsecond Unix timestamps like 1222333444.000111 are
already 16 significant figures. Rounding is therefore an issue;
it's hard to sure that converting from ASCII, then back to ASCII,
will always give the same result.
Also, if the client provides a floating point value like 1.9999999999,
we need to be careful that we don't store it as 1.9999999999 but later
print it as 2.000000, because then round-trips change the data.
Possible solutions:
- When the client provides a floating point value to the server,
always round to the 6th decimal digit before verifying & storing.
Good for compatibility and simplicity. But still might have rounding
issues, and clients will also need to round when doing their own
verification. Having every piece of code need to know which digit
to round at is not ideal.
- Always store int64 timestamps on the server, representing
microseconds since epoch. int64 timestamps are used in all HTTP
parameters, in insert/extract ASCII strings, client API, commandline
raw timestamps, etc. Pretty big change.
This is what we'll go with...
- Client programs that interpret the timestamps as doubles instead
of ints will remain accurate until 2^53 microseconds, or year
2255.
- On insert, maybe it's OK to send floating point microsecond values
(1234567890123456.0), just to cope with clients that want to print
everything as a double. Server could try parsing as int64, and if
that fails, parse as double and truncate to int64. However, this
wouldn't catch imprecise inputs like "1.23456789012e+15". But
maybe that can just be ignored; it's likely to cause a
non-monotonic error at the client.
- Timestamps like 1234567890.123456 never show up anywhere, except
for interfacing to datetime_tz etc. Command line "raw timestamps"
are always printed as int64 values, and a new format
"@1234567890123456" is added to the parser for specifying them
exactly.

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@@ -1,20 +0,0 @@
# To enable bash completion:
#
# 1. Ensure python-argcomplete is installed:
# pip install argcomplete
# 2. Source this file:
# . nilmtool-bash-completion.sh
_nilmtool_argcomplete() {
local IFS=$(printf "\013")
COMPREPLY=( $(IFS="$IFS" \
COMP_LINE="$COMP_LINE" \
COMP_WORDBREAKS="$COMP_WORDBREAKS" \
COMP_POINT="$COMP_POINT" \
_ARGCOMPLETE=1 \
"$1" 8>&1 9>&2 1>/dev/null 2>/dev/null) )
if [[ $? != 0 ]]; then
unset COMPREPLY
fi
}
complete -o nospace -o default -F _nilmtool_argcomplete nilmtool

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@@ -1,10 +1,2 @@
"""Main NilmDB import"""
# These aren't imported automatically, because loading the server
# stuff isn't always necessary.
#from nilmdb.server import NilmDB, Server
#from nilmdb.client import Client
from nilmdb._version import get_versions
__version__ = get_versions()['version']
del get_versions
from nilmdb.interval import *
from nilmdb.fileinterval import *

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@@ -1,197 +0,0 @@
IN_LONG_VERSION_PY = True
# This file helps to compute a version number in source trees obtained from
# git-archive tarball (such as those provided by githubs download-from-tag
# feature). Distribution tarballs (build by setup.py sdist) and build
# directories (produced by setup.py build) will contain a much shorter file
# that just contains the computed version number.
# This file is released into the public domain. Generated by
# versioneer-0.7+ (https://github.com/warner/python-versioneer)
# these strings will be replaced by git during git-archive
git_refnames = "$Format:%d$"
git_full = "$Format:%H$"
import subprocess
import sys
def run_command(args, cwd=None, verbose=False):
try:
# remember shell=False, so use git.cmd on windows, not just git
p = subprocess.Popen(args, stdout=subprocess.PIPE, cwd=cwd)
except EnvironmentError:
e = sys.exc_info()[1]
if verbose:
print("unable to run %s" % args[0])
print(e)
return None
stdout = p.communicate()[0].strip()
if sys.version >= '3':
stdout = stdout.decode()
if p.returncode != 0:
if verbose:
print("unable to run %s (error)" % args[0])
return None
return stdout
import sys
import re
import os.path
def get_expanded_variables(versionfile_source):
# the code embedded in _version.py can just fetch the value of these
# variables. When used from setup.py, we don't want to import
# _version.py, so we do it with a regexp instead. This function is not
# used from _version.py.
variables = {}
try:
for line in open(versionfile_source,"r").readlines():
if line.strip().startswith("git_refnames ="):
mo = re.search(r'=\s*"(.*)"', line)
if mo:
variables["refnames"] = mo.group(1)
if line.strip().startswith("git_full ="):
mo = re.search(r'=\s*"(.*)"', line)
if mo:
variables["full"] = mo.group(1)
except EnvironmentError:
pass
return variables
def versions_from_expanded_variables(variables, tag_prefix, verbose=False):
refnames = variables["refnames"].strip()
if refnames.startswith("$Format"):
if verbose:
print("variables are unexpanded, not using")
return {} # unexpanded, so not in an unpacked git-archive tarball
refs = set([r.strip() for r in refnames.strip("()").split(",")])
for ref in list(refs):
if not re.search(r'\d', ref):
if verbose:
print("discarding '%s', no digits" % ref)
refs.discard(ref)
# Assume all version tags have a digit. git's %d expansion
# behaves like git log --decorate=short and strips out the
# refs/heads/ and refs/tags/ prefixes that would let us
# distinguish between branches and tags. By ignoring refnames
# without digits, we filter out many common branch names like
# "release" and "stabilization", as well as "HEAD" and "master".
if verbose:
print("remaining refs: %s" % ",".join(sorted(refs)))
for ref in sorted(refs):
# sorting will prefer e.g. "2.0" over "2.0rc1"
if ref.startswith(tag_prefix):
r = ref[len(tag_prefix):]
if verbose:
print("picking %s" % r)
return { "version": r,
"full": variables["full"].strip() }
# no suitable tags, so we use the full revision id
if verbose:
print("no suitable tags, using full revision id")
return { "version": variables["full"].strip(),
"full": variables["full"].strip() }
def versions_from_vcs(tag_prefix, versionfile_source, verbose=False):
# this runs 'git' from the root of the source tree. That either means
# someone ran a setup.py command (and this code is in versioneer.py, so
# IN_LONG_VERSION_PY=False, thus the containing directory is the root of
# the source tree), or someone ran a project-specific entry point (and
# this code is in _version.py, so IN_LONG_VERSION_PY=True, thus the
# containing directory is somewhere deeper in the source tree). This only
# gets called if the git-archive 'subst' variables were *not* expanded,
# and _version.py hasn't already been rewritten with a short version
# string, meaning we're inside a checked out source tree.
try:
here = os.path.abspath(__file__)
except NameError:
# some py2exe/bbfreeze/non-CPython implementations don't do __file__
return {} # not always correct
# versionfile_source is the relative path from the top of the source tree
# (where the .git directory might live) to this file. Invert this to find
# the root from __file__.
root = here
if IN_LONG_VERSION_PY:
for i in range(len(versionfile_source.split("/"))):
root = os.path.dirname(root)
else:
root = os.path.dirname(here)
if not os.path.exists(os.path.join(root, ".git")):
if verbose:
print("no .git in %s" % root)
return {}
GIT = "git"
if sys.platform == "win32":
GIT = "git.cmd"
stdout = run_command([GIT, "describe", "--tags", "--dirty", "--always"],
cwd=root)
if stdout is None:
return {}
if not stdout.startswith(tag_prefix):
if verbose:
print("tag '%s' doesn't start with prefix '%s'" % (stdout, tag_prefix))
return {}
tag = stdout[len(tag_prefix):]
stdout = run_command([GIT, "rev-parse", "HEAD"], cwd=root)
if stdout is None:
return {}
full = stdout.strip()
if tag.endswith("-dirty"):
full += "-dirty"
return {"version": tag, "full": full}
def versions_from_parentdir(parentdir_prefix, versionfile_source, verbose=False):
if IN_LONG_VERSION_PY:
# We're running from _version.py. If it's from a source tree
# (execute-in-place), we can work upwards to find the root of the
# tree, and then check the parent directory for a version string. If
# it's in an installed application, there's no hope.
try:
here = os.path.abspath(__file__)
except NameError:
# py2exe/bbfreeze/non-CPython don't have __file__
return {} # without __file__, we have no hope
# versionfile_source is the relative path from the top of the source
# tree to _version.py. Invert this to find the root from __file__.
root = here
for i in range(len(versionfile_source.split("/"))):
root = os.path.dirname(root)
else:
# we're running from versioneer.py, which means we're running from
# the setup.py in a source tree. sys.argv[0] is setup.py in the root.
here = os.path.abspath(sys.argv[0])
root = os.path.dirname(here)
# Source tarballs conventionally unpack into a directory that includes
# both the project name and a version string.
dirname = os.path.basename(root)
if not dirname.startswith(parentdir_prefix):
if verbose:
print("guessing rootdir is '%s', but '%s' doesn't start with prefix '%s'" %
(root, dirname, parentdir_prefix))
return None
return {"version": dirname[len(parentdir_prefix):], "full": ""}
tag_prefix = "nilmdb-"
parentdir_prefix = "nilmdb-"
versionfile_source = "nilmdb/_version.py"
def get_versions(default={"version": "unknown", "full": ""}, verbose=False):
variables = { "refnames": git_refnames, "full": git_full }
ver = versions_from_expanded_variables(variables, tag_prefix, verbose)
if not ver:
ver = versions_from_vcs(tag_prefix, versionfile_source, verbose)
if not ver:
ver = versions_from_parentdir(parentdir_prefix, versionfile_source,
verbose)
if not ver:
ver = default
return ver

View File

@@ -1,4 +0,0 @@
"""nilmdb.client"""
from nilmdb.client.client import Client
from nilmdb.client.errors import ClientError, ServerError, Error

View File

@@ -1,415 +0,0 @@
# -*- coding: utf-8 -*-
"""Class for performing HTTP client requests via libcurl"""
import nilmdb.utils
import nilmdb.client.httpclient
from nilmdb.client.errors import ClientError
import time
import simplejson as json
import contextlib
from nilmdb.utils.time import timestamp_to_string, string_to_timestamp
def extract_timestamp(line):
"""Extract just the timestamp from a line of data text"""
return string_to_timestamp(line.split()[0])
class Client(object):
"""Main client interface to the Nilm database."""
def __init__(self, url, post_json = False):
"""Initialize client with given URL. If post_json is true,
POST requests are sent with Content-Type 'application/json'
instead of the default 'x-www-form-urlencoded'."""
self.http = nilmdb.client.httpclient.HTTPClient(url, post_json)
self.post_json = post_json
# __enter__/__exit__ allow this class to be a context manager
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, traceback):
self.close()
def _json_post_param(self, data):
"""Return compact json-encoded version of parameter"""
if self.post_json:
# If we're posting as JSON, we don't need to encode it further here
return data
return json.dumps(data, separators=(',',':'))
def close(self):
"""Close the connection; safe to call multiple times"""
self.http.close()
def geturl(self):
"""Return the URL we're using"""
return self.http.baseurl
def version(self):
"""Return server version"""
return self.http.get("version")
def dbinfo(self):
"""Return server database info (path, size, free space)
as a dictionary."""
return self.http.get("dbinfo")
def stream_list(self, path = None, layout = None, extended = False):
params = {}
if path is not None:
params["path"] = path
if layout is not None:
params["layout"] = layout
if extended:
params["extended"] = 1
return self.http.get("stream/list", params)
def stream_get_metadata(self, path, keys = None):
params = { "path": path }
if keys is not None:
params["key"] = keys
return self.http.get("stream/get_metadata", params)
def stream_set_metadata(self, path, data):
"""Set stream metadata from a dictionary, replacing all existing
metadata."""
params = {
"path": path,
"data": self._json_post_param(data)
}
return self.http.post("stream/set_metadata", params)
def stream_update_metadata(self, path, data):
"""Update stream metadata from a dictionary"""
params = {
"path": path,
"data": self._json_post_param(data)
}
return self.http.post("stream/update_metadata", params)
def stream_create(self, path, layout):
"""Create a new stream"""
params = { "path": path,
"layout" : layout }
return self.http.post("stream/create", params)
def stream_destroy(self, path):
"""Delete stream and its contents"""
params = { "path": path }
return self.http.post("stream/destroy", params)
def stream_rename(self, oldpath, newpath):
"""Rename a stream."""
params = { "oldpath": oldpath,
"newpath": newpath }
return self.http.post("stream/rename", params)
def stream_remove(self, path, start = None, end = None):
"""Remove data from the specified time range"""
params = {
"path": path
}
if start is not None:
params["start"] = timestamp_to_string(start)
if end is not None:
params["end"] = timestamp_to_string(end)
return self.http.post("stream/remove", params)
@contextlib.contextmanager
def stream_insert_context(self, path, start = None, end = None):
"""Return a context manager that allows data to be efficiently
inserted into a stream in a piecewise manner. Data is be provided
as single lines, and is aggregated and sent to the server in larger
chunks as necessary. Data lines must match the database layout for
the given path, and end with a newline.
Example:
with client.stream_insert_context('/path', start, end) as ctx:
ctx.insert('1234567890.0 1 2 3 4\\n')
ctx.insert('1234567891.0 1 2 3 4\\n')
For more details, see help for nilmdb.client.client.StreamInserter
This may make multiple requests to the server, if the data is
large enough or enough time has passed between insertions.
"""
ctx = StreamInserter(self.http, path, start, end)
yield ctx
ctx.finalize()
def stream_insert(self, path, data, start = None, end = None):
"""Insert rows of data into a stream. data should be a string
or iterable that provides ASCII data that matches the database
layout for path. See stream_insert_context for details on the
'start' and 'end' parameters."""
with self.stream_insert_context(path, start, end) as ctx:
if isinstance(data, basestring):
ctx.insert(data)
else:
for chunk in data:
ctx.insert(chunk)
return ctx.last_response
def stream_intervals(self, path, start = None, end = None, diffpath = None):
"""
Return a generator that yields each stream interval.
If diffpath is not None, yields only interval ranges that are
present in 'path' but not in 'diffpath'.
"""
params = {
"path": path
}
if diffpath is not None:
params["diffpath"] = diffpath
if start is not None:
params["start"] = timestamp_to_string(start)
if end is not None:
params["end"] = timestamp_to_string(end)
return self.http.get_gen("stream/intervals", params)
def stream_extract(self, path, start = None, end = None, count = False):
"""
Extract data from a stream. Returns a generator that yields
lines of ASCII-formatted data that matches the database
layout for the given path.
Specify count = True to return a count of matching data points
rather than the actual data. The output format is unchanged.
"""
params = {
"path": path,
}
if start is not None:
params["start"] = timestamp_to_string(start)
if end is not None:
params["end"] = timestamp_to_string(end)
if count:
params["count"] = 1
return self.http.get_gen("stream/extract", params)
def stream_count(self, path, start = None, end = None):
"""
Return the number of rows of data in the stream that satisfy
the given timestamps.
"""
counts = list(self.stream_extract(path, start, end, count = True))
return int(counts[0])
class StreamInserter(object):
"""Object returned by stream_insert_context() that manages
the insertion of rows of data into a particular path.
The basic data flow is that we are filling a contiguous interval
on the server, with no gaps, that extends from timestamp 'start'
to timestamp 'end'. Data timestamps satisfy 'start <= t < end'.
Data is provided to .insert() as ASCII formatted data separated by
newlines. The chunks of data passed to .insert() do not need to
match up with the newlines; less or more than one line can be passed.
1. The first inserted line begins a new interval that starts at
'start'. If 'start' is not given, it is deduced from the first
line's timestamp.
2. Subsequent lines go into the same contiguous interval. As lines
are inserted, this routine may make multiple insertion requests to
the server, but will structure the timestamps to leave no gaps.
3. The current contiguous interval can be completed by manually
calling .finalize(), which the context manager will also do
automatically. This will send any remaining data to the server,
using the 'end' timestamp to end the interval. If no 'end'
was provided, it is deduced from the last timestamp seen,
plus a small delta.
After a .finalize(), inserting new data goes back to step 1.
.update_start() can be called before step 1 to change the start
time for the interval. .update_end() can be called before step 3
to change the end time for the interval.
"""
# See design.md for a discussion of how much data to send. This
# is a soft limit -- we might send up to twice as much or so
_max_data = 2 * 1024 * 1024
_max_data_after_send = 64 * 1024
def __init__(self, http, path, start = None, end = None):
"""'http' is the httpclient object. 'path' is the database
path to insert to. 'start' and 'end' are used for the first
contiguous interval."""
self.last_response = None
self._http = http
self._path = path
# Start and end for the overall contiguous interval we're
# filling
self._interval_start = start
self._interval_end = end
# Current data we're building up to send. Each string
# goes into the array, and gets joined all at once.
self._block_data = []
self._block_len = 0
def insert(self, data):
"""Insert a chunk of ASCII formatted data in string form. The
overall data must consist of lines terminated by '\\n'."""
length = len(data)
maxdata = self._max_data
if length > maxdata:
# This could make our buffer more than twice what we
# wanted to send, so split it up. This is a bit
# inefficient, but the user really shouldn't be providing
# this much data at once.
for cut in range(0, length, maxdata):
self.insert(data[cut:(cut + maxdata)])
return
# Append this string to our list
self._block_data.append(data)
self._block_len += length
# Send the block once we have enough data
if self._block_len >= maxdata:
self._send_block(final = False)
if self._block_len >= self._max_data_after_send: # pragma: no cover
raise ValueError("too much data left over after trying"
" to send intermediate block; is it"
" missing newlines or malformed?")
def update_start(self, start):
"""Update the start time for the next contiguous interval.
Call this before starting to insert data for a new interval,
for example, after .finalize()"""
self._interval_start = start
def update_end(self, end):
"""Update the end time for the current contiguous interval.
Call this before .finalize()"""
self._interval_end = end
def finalize(self):
"""Stop filling the current contiguous interval.
All outstanding data will be sent, and the interval end
time of the interval will be taken from the 'end' argument
used when initializing this class, or the most recent
value passed to update_end(), or the last timestamp plus
a small epsilon value if no other endpoint was provided.
If more data is inserted after a finalize(), it will become
part of a new interval and there may be a gap left in-between."""
self._send_block(final = True)
def _get_first_noncomment(self, block):
"""Return the (start, end) indices of the first full line in
block that isn't a comment, or raise IndexError if
there isn't one."""
start = 0
while True:
end = block.find('\n', start)
if end < 0:
raise IndexError
if block[start] != '#':
return (start, (end + 1))
start = end + 1
def _get_last_noncomment(self, block):
"""Return the (start, end) indices of the last full line in
block[:length] that isn't a comment, or raise IndexError if
there isn't one."""
end = block.rfind('\n')
if end <= 0:
raise IndexError
while True:
start = block.rfind('\n', 0, end)
if block[start + 1] != '#':
return ((start + 1), end)
if start == -1:
raise IndexError
end = start
def _send_block(self, final = False):
"""Send data currently in the block. The data sent will
consist of full lines only, so some might be left over."""
# Build the full string to send
block = "".join(self._block_data)
start_ts = self._interval_start
if start_ts is None:
# Pull start from the first line
try:
(spos, epos) = self._get_first_noncomment(block)
start_ts = extract_timestamp(block[spos:epos])
except (ValueError, IndexError):
pass # no timestamp is OK, if we have no data
if final:
# For a final block, it must end in a newline, and the
# ending timestamp is either the user-provided end,
# or the timestamp of the last line plus epsilon.
end_ts = self._interval_end
try:
if block[-1] != '\n':
raise ValueError("final block didn't end with a newline")
if end_ts is None:
(spos, epos) = self._get_last_noncomment(block)
end_ts = extract_timestamp(block[spos:epos])
end_ts += nilmdb.utils.time.epsilon
except (ValueError, IndexError):
pass # no timestamp is OK, if we have no data
self._block_data = []
self._block_len = 0
# Next block is completely fresh
self._interval_start = None
self._interval_end = None
else:
# An intermediate block, e.g. "line1\nline2\nline3\nline4"
# We need to save "line3\nline4" for the next block, and
# use the timestamp from "line3" as the ending timestamp
# for this one.
try:
(spos, epos) = self._get_last_noncomment(block)
end_ts = extract_timestamp(block[spos:epos])
except (ValueError, IndexError):
# If we found no timestamp, give up; we could send this
# block later when we have more data.
return
if spos == 0:
# Not enough data to send an intermediate block
return
if self._interval_end is not None and end_ts > self._interval_end:
# User gave us bad endpoints; send it anyway, and let
# the server complain so that the error is the same
# as if we hadn't done this chunking.
end_ts = self._interval_end
self._block_data = [ block[spos:] ]
self._block_len = (epos - spos)
block = block[:spos]
# Next block continues where this one ended
self._interval_start = end_ts
# Double check endpoints
if start_ts is None or end_ts is None:
# If the block has no non-comment lines, it's OK
try:
self._get_first_noncomment(block)
except IndexError:
return
raise ClientError("have data to send, but no start/end times")
# Send it
params = { "path": self._path,
"start": timestamp_to_string(start_ts),
"end": timestamp_to_string(end_ts) }
self.last_response = self._http.put("stream/insert", block, params)
return

View File

@@ -1,33 +0,0 @@
"""HTTP client errors"""
from nilmdb.utils.printf import *
class Error(Exception):
"""Base exception for both ClientError and ServerError responses"""
def __init__(self,
status = "Unspecified error",
message = None,
url = None,
traceback = None):
Exception.__init__(self, status)
self.status = status # e.g. "400 Bad Request"
self.message = message # textual message from the server
self.url = url # URL we were requesting
self.traceback = traceback # server traceback, if available
def _format_error(self, show_url):
s = sprintf("[%s]", self.status)
if self.message:
s += sprintf(" %s", self.message)
if show_url and self.url: # pragma: no cover
s += sprintf(" (%s)", self.url)
if self.traceback: # pragma: no cover
s += sprintf("\nServer traceback:\n%s", self.traceback)
return s
def __str__(self):
return self._format_error(show_url = False)
def __repr__(self): # pragma: no cover
return self._format_error(show_url = True)
class ClientError(Error):
pass
class ServerError(Error):
pass

View File

@@ -1,133 +0,0 @@
"""HTTP client library"""
import nilmdb.utils
from nilmdb.client.errors import ClientError, ServerError, Error
import simplejson as json
import urlparse
import requests
class HTTPClient(object):
"""Class to manage and perform HTTP requests from the client"""
def __init__(self, baseurl = "", post_json = False):
"""If baseurl is supplied, all other functions that take
a URL can be given a relative URL instead."""
# Verify / clean up URL
reparsed = urlparse.urlparse(baseurl).geturl()
if '://' not in reparsed:
reparsed = urlparse.urlparse("http://" + baseurl).geturl()
self.baseurl = reparsed
# Build Requests session object, enable SSL verification
self.session = requests.Session()
self.session.verify = True
# Saved response, so that tests can verify a few things.
self._last_response = {}
# Whether to send application/json POST bodies (versus
# x-www-form-urlencoded)
self.post_json = post_json
def _handle_error(self, url, code, body):
# Default variables for exception. We use the entire body as
# the default message, in case we can't extract it from a JSON
# response.
args = { "url" : url,
"status" : str(code),
"message" : body,
"traceback" : None }
try:
# Fill with server-provided data if we can
jsonerror = json.loads(body)
args["status"] = jsonerror["status"]
args["message"] = jsonerror["message"]
args["traceback"] = jsonerror["traceback"]
except Exception: # pragma: no cover
pass
if code >= 400 and code <= 499:
raise ClientError(**args)
else: # pragma: no cover
if code >= 500 and code <= 599:
if args["message"] is None:
args["message"] = ("(no message; try disabling " +
"response.stream option in " +
"nilmdb.server for better debugging)")
raise ServerError(**args)
else:
raise Error(**args)
def close(self):
self.session.close()
def _do_req(self, method, url, query_data, body_data, stream, headers):
url = urlparse.urljoin(self.baseurl, url)
try:
response = self.session.request(method, url,
params = query_data,
data = body_data,
stream = stream,
headers = headers)
except requests.RequestException as e:
raise ServerError(status = "502 Error", url = url,
message = str(e.message))
if response.status_code != 200:
self._handle_error(url, response.status_code, response.content)
self._last_response = response
if response.headers["content-type"] in ("application/json",
"application/x-json-stream"):
return (response, True)
else:
return (response, False)
# Normal versions that return data directly
def _req(self, method, url, query = None, body = None, headers = None):
"""
Make a request and return the body data as a string or parsed
JSON object, or raise an error if it contained an error.
"""
(response, isjson) = self._do_req(method, url, query, body,
stream = False, headers = headers)
if isjson:
return json.loads(response.content)
return response.content
def get(self, url, params = None):
"""Simple GET (parameters in URL)"""
return self._req("GET", url, params, None)
def post(self, url, params = None):
"""Simple POST (parameters in body)"""
if self.post_json:
return self._req("POST", url, None,
json.dumps(params),
{ 'Content-type': 'application/json' })
else:
return self._req("POST", url, None, params)
def put(self, url, data, params = None):
"""Simple PUT (parameters in URL, data in body)"""
return self._req("PUT", url, params, data)
# Generator versions that return data one line at a time.
def _req_gen(self, method, url, query = None, body = None, headers = None):
"""
Make a request and return a generator that gives back strings
or JSON decoded lines of the body data, or raise an error if
it contained an eror.
"""
(response, isjson) = self._do_req(method, url, query, body,
stream = True, headers = headers)
if isjson:
for line in response.iter_lines():
yield json.loads(line)
else:
for line in response.iter_lines():
yield line
def get_gen(self, url, params = None):
"""Simple GET (parameters in URL) returning a generator"""
return self._req_gen("GET", url, params)
# Not much use for a POST or PUT generator, since they don't
# return much data.

View File

@@ -1,3 +0,0 @@
"""nilmdb.cmdline"""
from nilmdb.cmdline.cmdline import Cmdline

View File

@@ -1,159 +0,0 @@
"""Command line client functionality"""
import nilmdb.client
from nilmdb.utils.printf import *
from nilmdb.utils import datetime_tz
import nilmdb.utils.time
import sys
import os
import argparse
from argparse import ArgumentDefaultsHelpFormatter as def_form
try: # pragma: no cover
import argcomplete
except ImportError: # pragma: no cover
argcomplete = None
# Valid subcommands. Defined in separate files just to break
# things up -- they're still called with Cmdline as self.
subcommands = [ "help", "info", "create", "list", "metadata",
"insert", "extract", "remove", "destroy",
"intervals", "rename" ]
# Import the subcommand modules
subcmd_mods = {}
for cmd in subcommands:
subcmd_mods[cmd] = __import__("nilmdb.cmdline." + cmd, fromlist = [ cmd ])
class JimArgumentParser(argparse.ArgumentParser):
def error(self, message):
self.print_usage(sys.stderr)
self.exit(2, sprintf("error: %s\n", message))
class Complete(object): # pragma: no cover
# Completion helpers, for using argcomplete (see
# extras/nilmtool-bash-completion.sh)
def escape(self, s):
quote_chars = [ "\\", "\"", "'", " " ]
for char in quote_chars:
s = s.replace(char, "\\" + char)
return s
def none(self, prefix, parsed_args, **kwargs):
return []
rate = none
time = none
url = none
def path(self, prefix, parsed_args, **kwargs):
client = nilmdb.client.Client(parsed_args.url)
return ( self.escape(s[0])
for s in client.stream_list()
if s[0].startswith(prefix) )
def layout(self, prefix, parsed_args, **kwargs):
types = [ "int8", "int16", "int32", "int64",
"uint8", "uint16", "uint32", "uint64",
"float32", "float64" ]
layouts = []
for i in range(1,10):
layouts.extend([(t + "_" + str(i)) for t in types])
return ( l for l in layouts if l.startswith(prefix) )
def meta_key(self, prefix, parsed_args, **kwargs):
return (kv.split('=')[0] for kv
in self.meta_keyval(prefix, parsed_args, **kwargs))
def meta_keyval(self, prefix, parsed_args, **kwargs):
client = nilmdb.client.Client(parsed_args.url)
path = parsed_args.path
if not path:
return []
return ( self.escape(k + '=' + v)
for (k,v) in client.stream_get_metadata(path).iteritems()
if k.startswith(prefix) )
class Cmdline(object):
def __init__(self, argv = None):
self.argv = argv or sys.argv[1:]
self.client = None
self.def_url = os.environ.get("NILMDB_URL", "http://localhost:12380")
self.subcmd = {}
self.complete = Complete()
def arg_time(self, toparse):
"""Parse a time string argument"""
try:
return nilmdb.utils.time.parse_time(toparse)
except ValueError as e:
raise argparse.ArgumentTypeError(sprintf("%s \"%s\"",
str(e), toparse))
# Set up the parser
def parser_setup(self):
self.parser = JimArgumentParser(add_help = False,
formatter_class = def_form)
group = self.parser.add_argument_group("General options")
group.add_argument("-h", "--help", action='help',
help='show this help message and exit')
group.add_argument("-V", "--version", action="version",
version = nilmdb.__version__)
group = self.parser.add_argument_group("Server")
group.add_argument("-u", "--url", action="store",
default=self.def_url,
help="NilmDB server URL (default: %(default)s)"
).completer = self.complete.url
sub = self.parser.add_subparsers(
title="Commands", dest="command",
description="Use 'help command' or 'command --help' for more "
"details on a particular command.")
# Set up subcommands (defined in separate files)
for cmd in subcommands:
self.subcmd[cmd] = subcmd_mods[cmd].setup(self, sub)
def die(self, formatstr, *args):
fprintf(sys.stderr, formatstr + "\n", *args)
if self.client:
self.client.close()
sys.exit(-1)
def run(self):
# Clear cached timezone, so that we can pick up timezone changes
# while running this from the test suite.
datetime_tz._localtz = None
# Run parser
self.parser_setup()
if argcomplete: # pragma: no cover
argcomplete.autocomplete(self.parser)
self.args = self.parser.parse_args(self.argv)
# Run arg verify handler if there is one
if "verify" in self.args:
self.args.verify(self)
self.client = nilmdb.client.Client(self.args.url)
# Make a test connection to make sure things work,
# unless the particular command requests that we don't.
if "no_test_connect" not in self.args:
try:
server_version = self.client.version()
except nilmdb.client.Error as e:
self.die("error connecting to server: %s", str(e))
# Now dispatch client request to appropriate function. Parser
# should have ensured that we don't have any unknown commands
# here.
retval = self.args.handler(self) or 0
self.client.close()
sys.exit(retval)

View File

@@ -1,37 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.client
from argparse import RawDescriptionHelpFormatter as raw_form
def setup(self, sub):
cmd = sub.add_parser("create", help="Create a new stream",
formatter_class = raw_form,
description="""
Create a new empty stream at the specified path and with the specified
layout type.
Layout types are of the format: type_count
'type' is a data type like 'float32', 'float64', 'uint16', 'int32', etc.
'count' is the number of columns of this type.
For example, 'float32_8' means the data for this stream has 8 columns of
32-bit floating point values.
""")
cmd.set_defaults(handler = cmd_create)
group = cmd.add_argument_group("Required arguments")
group.add_argument("path",
help="Path (in database) of new stream, e.g. /foo/bar",
).completer = self.complete.path
group.add_argument("layout",
help="Layout type for new stream, e.g. float32_8",
).completer = self.complete.layout
return cmd
def cmd_create(self):
"""Create new stream"""
try:
self.client.stream_create(self.args.path, self.args.layout)
except nilmdb.client.ClientError as e:
self.die("error creating stream: %s", str(e))

View File

@@ -1,26 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.client
from argparse import ArgumentDefaultsHelpFormatter as def_form
def setup(self, sub):
cmd = sub.add_parser("destroy", help="Delete a stream and all data",
formatter_class = def_form,
description="""
Destroy the stream at the specified path. All
data and metadata related to the stream is
permanently deleted.
""")
cmd.set_defaults(handler = cmd_destroy)
group = cmd.add_argument_group("Required arguments")
group.add_argument("path",
help="Path of the stream to delete, e.g. /foo/bar",
).completer = self.complete.path
return cmd
def cmd_destroy(self):
"""Destroy stream"""
try:
self.client.stream_destroy(self.args.path)
except nilmdb.client.ClientError as e:
self.die("error destroying stream: %s", str(e))

View File

@@ -1,76 +0,0 @@
from __future__ import print_function
from nilmdb.utils.printf import *
import nilmdb.client
def setup(self, sub):
cmd = sub.add_parser("extract", help="Extract data",
description="""
Extract data from a stream.
""")
cmd.set_defaults(verify = cmd_extract_verify,
handler = cmd_extract)
group = cmd.add_argument_group("Data selection")
group.add_argument("path",
help="Path of stream, e.g. /foo/bar",
).completer = self.complete.path
group.add_argument("-s", "--start", required=True,
metavar="TIME", type=self.arg_time,
help="Starting timestamp (free-form, inclusive)",
).completer = self.complete.time
group.add_argument("-e", "--end", required=True,
metavar="TIME", type=self.arg_time,
help="Ending timestamp (free-form, noninclusive)",
).completer = self.complete.time
group = cmd.add_argument_group("Output format")
group.add_argument("-b", "--bare", action="store_true",
help="Exclude timestamps from output lines")
group.add_argument("-a", "--annotate", action="store_true",
help="Include comments with some information "
"about the stream")
group.add_argument("-T", "--timestamp-raw", action="store_true",
help="Show raw timestamps in annotated information")
group.add_argument("-c", "--count", action="store_true",
help="Just output a count of matched data points")
return cmd
def cmd_extract_verify(self):
if self.args.start is not None and self.args.end is not None:
if self.args.start > self.args.end:
self.parser.error("start is after end")
def cmd_extract(self):
streams = self.client.stream_list(self.args.path)
if len(streams) != 1:
self.die("error getting stream info for path %s", self.args.path)
layout = streams[0][1]
if self.args.timestamp_raw:
time_string = nilmdb.utils.time.timestamp_to_string
else:
time_string = nilmdb.utils.time.timestamp_to_human
if self.args.annotate:
printf("# path: %s\n", self.args.path)
printf("# layout: %s\n", layout)
printf("# start: %s\n", time_string(self.args.start))
printf("# end: %s\n", time_string(self.args.end))
printed = False
for dataline in self.client.stream_extract(self.args.path,
self.args.start,
self.args.end,
self.args.count):
if self.args.bare and not self.args.count:
# Strip timestamp (first element). Doesn't make sense
# if we are only returning a count.
dataline = ' '.join(dataline.split(' ')[1:])
print(dataline)
printed = True
if not printed:
if self.args.annotate:
printf("# no data\n")
return 2
return 0

View File

@@ -1,26 +0,0 @@
from nilmdb.utils.printf import *
import argparse
import sys
def setup(self, sub):
cmd = sub.add_parser("help", help="Show detailed help for a command",
description="""
Show help for a command. 'help command' is
the same as 'command --help'.
""")
cmd.set_defaults(handler = cmd_help)
cmd.set_defaults(no_test_connect = True)
cmd.add_argument("command", nargs="?",
help="Command to get help about")
cmd.add_argument("rest", nargs=argparse.REMAINDER,
help=argparse.SUPPRESS)
return cmd
def cmd_help(self):
if self.args.command in self.subcmd:
self.subcmd[self.args.command].print_help()
else:
self.parser.print_help()
return

View File

@@ -1,25 +0,0 @@
import nilmdb.client
from nilmdb.utils.printf import *
from nilmdb.utils import human_size
from argparse import ArgumentDefaultsHelpFormatter as def_form
def setup(self, sub):
cmd = sub.add_parser("info", help="Server information",
formatter_class = def_form,
description="""
List information about the server, like
version.
""")
cmd.set_defaults(handler = cmd_info)
return cmd
def cmd_info(self):
"""Print info about the server"""
printf("Client version: %s\n", nilmdb.__version__)
printf("Server version: %s\n", self.client.version())
printf("Server URL: %s\n", self.client.geturl())
dbinfo = self.client.dbinfo()
printf("Server database path: %s\n", dbinfo["path"])
printf("Server database size: %s\n", human_size(dbinfo["size"]))
printf("Server database free space: %s\n", human_size(dbinfo["free"]))

View File

@@ -1,131 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.client
import nilmdb.utils.timestamper as timestamper
import nilmdb.utils.time
import sys
def setup(self, sub):
cmd = sub.add_parser("insert", help="Insert data",
description="""
Insert data into a stream.
""")
cmd.set_defaults(verify = cmd_insert_verify,
handler = cmd_insert)
cmd.add_argument("-q", "--quiet", action='store_true',
help='suppress unnecessary messages')
group = cmd.add_argument_group("Timestamping",
description="""
To add timestamps, specify the
arguments --timestamp and --rate,
and provide a starting time.
""")
group.add_argument("-t", "--timestamp", action="store_true",
help="Add timestamps to each line")
group.add_argument("-r", "--rate", type=float,
help="Data rate, in Hz",
).completer = self.complete.rate
group = cmd.add_argument_group("Start time",
description="""
Start time may be manually
specified with --start, or guessed
from the filenames using
--filename. Set the TZ environment
variable to change the default
timezone.""")
exc = group.add_mutually_exclusive_group()
exc.add_argument("-s", "--start",
metavar="TIME", type=self.arg_time,
help="Starting timestamp (free-form)",
).completer = self.complete.time
exc.add_argument("-f", "--filename", action="store_true",
help="Use filename to determine start time")
group = cmd.add_argument_group("End time",
description="""
End time for the overall stream.
(required when not using --timestamp).
Set the TZ environment
variable to change the default
timezone.""")
group.add_argument("-e", "--end",
metavar="TIME", type=self.arg_time,
help="Ending timestamp (free-form)",
).completer = self.complete.time
group = cmd.add_argument_group("Required parameters")
group.add_argument("path",
help="Path of stream, e.g. /foo/bar",
).completer = self.complete.path
group.add_argument("file", nargs = '?', default='-',
help="File to insert (default: - (stdin))")
return cmd
def cmd_insert_verify(self):
if self.args.timestamp:
if not self.args.rate:
self.die("error: --rate is needed, but was not specified")
if not self.args.filename and self.args.start is None:
self.die("error: need --start or --filename when adding timestamps")
else:
if self.args.start is None or self.args.end is None:
self.die("error: when not adding timestamps, --start and "
"--end are required")
def cmd_insert(self):
# Find requested stream
streams = self.client.stream_list(self.args.path)
if len(streams) != 1:
self.die("error getting stream info for path %s", self.args.path)
arg = self.args
try:
filename = arg.file
if filename == '-':
infile = sys.stdin
else:
try:
infile = open(filename, "rb")
except IOError:
self.die("error opening input file %s", filename)
if arg.start is None:
try:
arg.start = nilmdb.utils.time.parse_time(filename)
except ValueError:
self.die("error extracting start time from filename '%s'",
filename)
if arg.timestamp:
data = timestamper.TimestamperRate(infile, arg.start, arg.rate)
else:
data = iter(lambda: infile.read(1048576), '')
# Print info
if not arg.quiet:
printf(" Input file: %s\n", filename)
printf(" Start time: %s\n",
nilmdb.utils.time.timestamp_to_human(arg.start))
if arg.end:
printf(" End time: %s\n",
nilmdb.utils.time.timestamp_to_human(arg.end))
if arg.timestamp:
printf("Timestamper: %s\n", str(data))
# Insert the data
self.client.stream_insert(arg.path, data, arg.start, arg.end)
except nilmdb.client.Error as e:
# TODO: It would be nice to be able to offer better errors
# here, particularly in the case of overlap, which just shows
# ugly bracketed ranges of 16-digit numbers and a mangled URL.
# Need to consider adding something like e.prettyprint()
# that is smarter about the contents of the error.
self.die("error inserting data: %s", str(e))
return

View File

@@ -1,66 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.utils.time
import fnmatch
import argparse
from argparse import ArgumentDefaultsHelpFormatter as def_form
def setup(self, sub):
cmd = sub.add_parser("intervals", help="List intervals",
formatter_class = def_form,
description="""
List intervals in a stream, similar to
'list --detail path'.
If '--diff diffpath' is provided, only
interval ranges that are present in 'path'
and not present in 'diffpath' are printed.
""")
cmd.set_defaults(verify = cmd_intervals_verify,
handler = cmd_intervals)
group = cmd.add_argument_group("Stream selection")
group.add_argument("path", metavar="PATH",
help="List intervals for this path",
).completer = self.complete.path
group.add_argument("-d", "--diff", metavar="PATH",
help="Subtract intervals from this path",
).completer = self.complete.path
group = cmd.add_argument_group("Interval details")
group.add_argument("-s", "--start",
metavar="TIME", type=self.arg_time,
help="Starting timestamp for intervals "
"(free-form, inclusive)",
).completer = self.complete.time
group.add_argument("-e", "--end",
metavar="TIME", type=self.arg_time,
help="Ending timestamp for intervals "
"(free-form, noninclusive)",
).completer = self.complete.time
group = cmd.add_argument_group("Misc options")
group.add_argument("-T", "--timestamp-raw", action="store_true",
help="Show raw timestamps when printing times")
return cmd
def cmd_intervals_verify(self):
if self.args.start is not None and self.args.end is not None:
if self.args.start >= self.args.end:
self.parser.error("start must precede end")
def cmd_intervals(self):
"""List intervals in a stream"""
if self.args.timestamp_raw:
time_string = nilmdb.utils.time.timestamp_to_string
else:
time_string = nilmdb.utils.time.timestamp_to_human
try:
for (start, end) in self.client.stream_intervals(
self.args.path, self.args.start, self.args.end, self.args.diff):
printf("[ %s -> %s ]\n", time_string(start), time_string(end))
except nilmdb.client.ClientError as e:
self.die("error listing intervals: %s", str(e))

View File

@@ -1,108 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.utils.time
import fnmatch
import argparse
from argparse import ArgumentDefaultsHelpFormatter as def_form
def setup(self, sub):
cmd = sub.add_parser("list", help="List streams",
formatter_class = def_form,
description="""
List streams available in the database,
optionally filtering by layout or path. Wildcards
are accepted.
""")
cmd.set_defaults(verify = cmd_list_verify,
handler = cmd_list)
group = cmd.add_argument_group("Stream filtering")
group.add_argument("-p", "--path", metavar="PATH", default="*",
help="Match only this path (-p can be omitted)",
).completer = self.complete.path
group.add_argument("path_positional", default="*",
nargs="?", help=argparse.SUPPRESS,
).completer = self.complete.path
group.add_argument("-l", "--layout", default="*",
help="Match only this stream layout",
).completer = self.complete.layout
group = cmd.add_argument_group("Interval info")
group.add_argument("-E", "--ext", action="store_true",
help="Show extended stream info, like interval "
"extents and row count")
group = cmd.add_argument_group("Interval details")
group.add_argument("-d", "--detail", action="store_true",
help="Show available data time intervals")
group.add_argument("-s", "--start",
metavar="TIME", type=self.arg_time,
help="Starting timestamp for intervals "
"(free-form, inclusive)",
).completer = self.complete.time
group.add_argument("-e", "--end",
metavar="TIME", type=self.arg_time,
help="Ending timestamp for intervals "
"(free-form, noninclusive)",
).completer = self.complete.time
group = cmd.add_argument_group("Misc options")
group.add_argument("-T", "--timestamp-raw", action="store_true",
help="Show raw timestamps when printing times")
return cmd
def cmd_list_verify(self):
# A hidden "path_positional" argument lets the user leave off the
# "-p" when specifying the path. Handle it here.
got_opt = self.args.path != "*"
got_pos = self.args.path_positional != "*"
if got_pos:
if got_opt:
self.parser.error("too many paths specified")
else:
self.args.path = self.args.path_positional
if self.args.start is not None and self.args.end is not None:
if self.args.start >= self.args.end:
self.parser.error("start must precede end")
if self.args.start is not None or self.args.end is not None:
if not self.args.detail:
self.parser.error("--start and --end only make sense with --detail")
def cmd_list(self):
"""List available streams"""
streams = self.client.stream_list(extended = True)
if self.args.timestamp_raw:
time_string = nilmdb.utils.time.timestamp_to_string
else:
time_string = nilmdb.utils.time.timestamp_to_human
for stream in streams:
(path, layout, int_min, int_max, rows, time) = stream[:6]
if not (fnmatch.fnmatch(path, self.args.path) and
fnmatch.fnmatch(layout, self.args.layout)):
continue
printf("%s %s\n", path, layout)
if self.args.ext:
if int_min is None or int_max is None:
printf(" interval extents: (no data)\n")
else:
printf(" interval extents: %s -> %s\n",
time_string(int_min), time_string(int_max))
printf(" total data: %d rows, %.6f seconds\n",
rows or 0,
nilmdb.utils.time.timestamp_to_seconds(time or 0))
if self.args.detail:
printed = False
for (start, end) in self.client.stream_intervals(
path, self.args.start, self.args.end):
printf(" [ %s -> %s ]\n", time_string(start), time_string(end))
printed = True
if not printed:
printf(" (no intervals)\n")

View File

@@ -1,70 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb
import nilmdb.client
def setup(self, sub):
cmd = sub.add_parser("metadata", help="Get or set stream metadata",
description="""
Get or set key=value metadata associated with
a stream.
""",
usage="%(prog)s path [-g [key ...] | "
"-s key=value [...] | -u key=value [...]]")
cmd.set_defaults(handler = cmd_metadata)
group = cmd.add_argument_group("Required arguments")
group.add_argument("path",
help="Path of stream, e.g. /foo/bar",
).completer = self.complete.path
group = cmd.add_argument_group("Actions")
exc = group.add_mutually_exclusive_group()
exc.add_argument("-g", "--get", nargs="*", metavar="key",
help="Get metadata for specified keys (default all)",
).completer = self.complete.meta_key
exc.add_argument("-s", "--set", nargs="+", metavar="key=value",
help="Replace all metadata with provided "
"key=value pairs",
).completer = self.complete.meta_keyval
exc.add_argument("-u", "--update", nargs="+", metavar="key=value",
help="Update metadata using provided "
"key=value pairs",
).completer = self.complete.meta_keyval
return cmd
def cmd_metadata(self):
"""Manipulate metadata"""
if self.args.set is not None or self.args.update is not None:
# Either set, or update
if self.args.set is not None:
keyvals = self.args.set
handler = self.client.stream_set_metadata
else:
keyvals = self.args.update
handler = self.client.stream_update_metadata
# Extract key=value pairs
data = {}
for keyval in keyvals:
kv = keyval.split('=')
if len(kv) != 2 or kv[0] == "":
self.die("error parsing key=value argument '%s'", keyval)
data[kv[0]] = kv[1]
# Make the call
try:
handler(self.args.path, data)
except nilmdb.client.ClientError as e:
self.die("error setting/updating metadata: %s", str(e))
else:
# Get (or unspecified)
keys = self.args.get or None
try:
data = self.client.stream_get_metadata(self.args.path, keys)
except nilmdb.client.ClientError as e:
self.die("error getting metadata: %s", str(e))
for key, value in sorted(data.items()):
# Omit nonexistant keys
if value is None:
value = ""
printf("%s=%s\n", key, value)

View File

@@ -1,40 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.client
def setup(self, sub):
cmd = sub.add_parser("remove", help="Remove data",
description="""
Remove all data from a specified time range within a
stream.
""")
cmd.set_defaults(handler = cmd_remove)
group = cmd.add_argument_group("Data selection")
group.add_argument("path",
help="Path of stream, e.g. /foo/bar",
).completer = self.complete.path
group.add_argument("-s", "--start", required=True,
metavar="TIME", type=self.arg_time,
help="Starting timestamp (free-form, inclusive)",
).completer = self.complete.time
group.add_argument("-e", "--end", required=True,
metavar="TIME", type=self.arg_time,
help="Ending timestamp (free-form, noninclusive)",
).completer = self.complete.time
group = cmd.add_argument_group("Output format")
group.add_argument("-c", "--count", action="store_true",
help="Output number of data points removed")
return cmd
def cmd_remove(self):
try:
count = self.client.stream_remove(self.args.path,
self.args.start, self.args.end)
except nilmdb.client.ClientError as e:
self.die("error removing data: %s", str(e))
if self.args.count:
printf("%d\n", count)
return 0

View File

@@ -1,31 +0,0 @@
from nilmdb.utils.printf import *
import nilmdb.client
from argparse import ArgumentDefaultsHelpFormatter as def_form
def setup(self, sub):
cmd = sub.add_parser("rename", help="Rename a stream",
formatter_class = def_form,
description="""
Rename a stream.
Only the stream's path is renamed; no
metadata is changed.
""")
cmd.set_defaults(handler = cmd_rename)
group = cmd.add_argument_group("Required arguments")
group.add_argument("oldpath",
help="Old path, e.g. /foo/old",
).completer = self.complete.path
group.add_argument("newpath",
help="New path, e.g. /foo/bar/new",
).completer = self.complete.path
return cmd
def cmd_rename(self):
"""Rename a stream"""
try:
self.client.stream_rename(self.args.oldpath, self.args.newpath)
except nilmdb.client.ClientError as e:
self.die("error renaming stream: %s", str(e))

37
nilmdb/fileinterval.py Normal file
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@@ -0,0 +1,37 @@
"""FileInterval
An Interval that is backed with file data storage"""
from nilmdb.interval import Interval, IntervalSet, IntervalError
from datetime import datetime
import bisect
class FileInterval(Interval):
"""Represents an interval of time and its corresponding data"""
def __init__(self, start, end,
filename,
start_offset = None, end_offset = None):
self.start = start
self.end = end
self.filename = filename
if start_offset is None:
start_offset = 0
self.start_offset = start_offset
if end_offset is None:
f = open(filename, 'rb')
f.seek(0, os.SEEK_END)
end_offset = f.tell()
self.end_offset = end_offset
def __setattr__(self, name, value):
pass
def subset(self, start, end):
"""Return a new Interval that is a subset of this one"""
# TODO: Any magic regarding file/offset/length mapping for subsets
if (start < self.start or end > self.end):
raise IntervalError("not a subset")
return FileInterval(start, end)

205
nilmdb/interval.py Normal file
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@@ -0,0 +1,205 @@
"""Interval and IntervalSet
Represents an interval of time, and a sorted set of such intervals"""
from datetime import datetime
import bisect
class IntervalError(Exception):
"""Error due to interval overlap, etc"""
pass
class Interval(object):
"""Represents an interval of time"""
start = None
end = None
def __init__(self, start, end):
self.start = start
self.end = end
def __repr__(self):
return "Interval(" + repr(self.start) + ", " + repr(self.end) + ")"
def __str__(self):
return "[" + str(self.start) + " -> " + str(self.end) + "]"
def __setattr__(self, name, value):
"""Set attribute"""
# TODO: If we need to manipulate file names, offsets, lengths, etc,
# based on start and end time changing, maybe this is the right spot?
# Or we could just disallow changing it here.
if not isinstance(value, datetime):
raise IntervalError("Must set datetime values")
self.__dict__[name] = value
if (type(self.start) is type(self.end)):
if (self.start > self.end):
raise IntervalError("Interval start must precede interval end")
def __cmp__(self, other):
"""Compare two intervals. If non-equal, order by start then end"""
if not isinstance(other, Interval):
raise TypeError("Can't compare to non-interval")
if (self.start == other.start):
if (self.end < other.end):
return -1
if (self.end > other.end):
return 1
return 0
if (self.start < other.start):
return -1
return 1
def intersects(self, other):
"""Return True if two Interval objects intersect"""
if (not isinstance(other, Interval)):
raise TypeError("need Interval for intersection test")
if (self.end <= other.start or
self.start >= other.end):
return False
else:
return True
def is_adjacent(self, other):
"""Return True if two Intervals are adjacent (same end or start)"""
if (not isinstance(other, Interval)):
raise TypeError("need Interval for adjacency test")
if (self.end == other.start or
self.start == other.end):
return True
else:
return False
def subset(self, start, end):
"""Return a new Interval that is a subset of this one"""
# TODO: Any magic regarding file/offset/length mapping for subsets
if (start < self.start or end > self.end):
raise IntervalError("not a subset")
return Interval(start, end)
class IntervalSet(object):
"""A non-intersecting set of intervals
Kept sorted internally"""
def __init__(self, iterable=None):
self.data = []
if iterable is not None:
if isinstance(iterable, Interval):
iterable = [iterable]
self._add_intervals(iterable)
def __iter__(self):
return self.data.__iter__()
def __repr__(self):
return "IntervalSet(" + repr(list(self.data)) + ")"
def __cmp__(self, other):
# compare isn't supported, they don't really have an ordering
raise TypeError("can't compare IntervalSets with cmp()")
def __eq__(self, other):
"""Test equality of two IntervalSets.
Treats adjacent Intervals as equivalent to one long interval,
so this function really tests whether the IntervalSets cover
the same spans of time."""
if not isinstance(other, IntervalSet):
return False
i = 0
j = 0
outside = True
try:
while True:
if (outside):
# To match, we need to be finished this set
if (i >= len(self) and j >= len(other)):
return True
# Or the starts need to match
if (self[i].start != other[j].start):
return False
outside = False
else:
# We can move on if the two interval ends match
if (self[i].end == other[j].end):
i += 1
j += 1
outside = True
else:
# Whichever ends first needs to be adjacent to the next
if (self[i].end < other[j].end):
if (not self[i].is_adjacent(self[i+1])):
return False
i += 1
else:
if (not other[j].is_adjacent(other[j+1])):
return False
j += 1
except IndexError:
return False
def __ne__(self, other):
return not self.__eq__(other)
def __len__(self):
return len(self.data)
def __getitem__(self, key):
return self.data.__getitem__(key)
def __iadd__(self, other):
"""Inplace add -- modifies self
This throws an exception if the regions being added intersect."""
if isinstance(other, Interval):
other = [other]
self._add_intervals(other)
return self
def __add__(self, other):
"""Add -- returns a new object
This throws an exception if the regions being added intersect."""
new = IntervalSet(self)
new += IntervalSet(other)
return new
def __and__(self, other):
"""Compute a new IntervalSet from the intersection of two others
Output intervals are built as subsets of the intervals in the
first argument (self)."""
# If we were given a set, intersect with each interval in that set
if isinstance(other, IntervalSet):
out = IntervalSet()
for interval in other.data:
out += self & interval
return out
if not isinstance(other, Interval):
raise TypeError("can't intersect with that type")
out = IntervalSet()
for this in self.data:
# If there's any overlap, add the overlapping region
if (this.end > other.start and this.start < other.end):
out += this.subset(max(this.start, other.start),
min(this.end, other.end))
return out
def _add_intervals(self, iterable):
"""Add each Interval from an interable to this set"""
for element in iter(iterable):
self._add_single_interval(element)
def _add_single_interval(self, interval):
"""Add one Interval to this set"""
if (not isinstance(interval, Interval)):
raise TypeError("can only add Intervals")
for existing in self.data:
if existing.intersects(interval):
raise IntervalError("Tried to add overlapping interval "
"to this set")
bisect.insort(self.data, interval)

View File

@@ -1 +0,0 @@
# Command line scripts

View File

@@ -1,87 +0,0 @@
#!/usr/bin/python
import nilmdb.server
import argparse
import os
import socket
def main():
"""Main entry point for the 'nilmdb-server' command line script"""
parser = argparse.ArgumentParser(
description = 'Run the NilmDB server',
formatter_class = argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument("-V", "--version", action="version",
version = nilmdb.__version__)
group = parser.add_argument_group("Standard options")
group.add_argument('-a', '--address',
help = 'Only listen on the given address',
default = '0.0.0.0')
group.add_argument('-p', '--port', help = 'Listen on the given port',
type = int, default = 12380)
group.add_argument('-d', '--database', help = 'Database directory',
default = os.path.join(os.getcwd(), "db"))
group.add_argument('-q', '--quiet', help = 'Silence output',
action = 'store_true')
group.add_argument('-t', '--traceback',
help = 'Provide tracebacks in client errors',
action = 'store_true', default = False)
group = parser.add_argument_group("Debug options")
group.add_argument('-y', '--yappi', help = 'Run under yappi profiler and '
'invoke interactive shell afterwards',
action = 'store_true')
args = parser.parse_args()
# Create database object. Needs to be serialized before passing
# to the Server.
db = nilmdb.utils.serializer_proxy(nilmdb.server.NilmDB)(args.database)
# Configure the server
if args.quiet:
embedded = True
else:
embedded = False
server = nilmdb.server.Server(db,
host = args.address,
port = args.port,
embedded = embedded,
force_traceback = args.traceback)
# Print info
if not args.quiet:
print "Version: %s" % nilmdb.__version__
print "Database: %s" % (os.path.realpath(args.database))
if args.address == '0.0.0.0' or args.address == '::':
host = socket.getfqdn()
else:
host = args.address
print "Server URL: http://%s:%d/" % ( host, args.port)
print "----"
# Run it
if args.yappi:
print "Running in yappi"
try:
import yappi
yappi.start()
server.start(blocking = True)
finally:
yappi.stop()
yappi.print_stats(sort_type = yappi.SORTTYPE_TTOT, limit = 50)
from IPython import embed
embed(header = "Use the yappi object to explore further, "
"quit to exit")
else:
server.start(blocking = True)
# Clean up
if not args.quiet:
print "Closing database"
db.close()
if __name__ == "__main__":
main()

View File

@@ -1,10 +0,0 @@
#!/usr/bin/python
import nilmdb.cmdline
def main():
"""Main entry point for the 'nilmtool' command line script"""
nilmdb.cmdline.Cmdline().run()
if __name__ == "__main__":
main()

View File

@@ -1,21 +0,0 @@
"""nilmdb.server"""
from __future__ import absolute_import
# Try to set up pyximport to automatically rebuild Cython modules. If
# this doesn't work, it's OK, as long as the modules were built externally.
# (e.g. python setup.py build_ext --inplace)
try: # pragma: no cover
import Cython
import distutils.version
if (distutils.version.LooseVersion(Cython.__version__) <
distutils.version.LooseVersion("0.17")): # pragma: no cover
raise ImportError("Cython version too old")
import pyximport
pyximport.install(inplace = True, build_in_temp = False)
except (ImportError, TypeError): # pragma: no cover
pass
from nilmdb.server.nilmdb import NilmDB
from nilmdb.server.server import Server
from nilmdb.server.errors import NilmDBError, StreamError, OverlapError

View File

@@ -1,577 +0,0 @@
# Fixed record size bulk data storage
# Need absolute_import so that "import nilmdb" won't pull in
# nilmdb.py, but will pull the parent nilmdb module instead.
from __future__ import absolute_import
from __future__ import division
from nilmdb.utils.printf import *
from nilmdb.utils.time import timestamp_to_string as timestamp_to_string
import nilmdb.utils
import os
import cPickle as pickle
import re
import sys
import tempfile
from . import rocket
# Up to 256 open file descriptors at any given time.
# These variables are global so they can be used in the decorator arguments.
table_cache_size = 16
fd_cache_size = 16
@nilmdb.utils.must_close(wrap_verify = False)
class BulkData(object):
def __init__(self, basepath, **kwargs):
self.basepath = basepath
self.root = os.path.join(self.basepath, "data")
# Tuneables
if "file_size" in kwargs:
self.file_size = kwargs["file_size"]
else:
# Default to approximately 128 MiB per file
self.file_size = 128 * 1024 * 1024
if "files_per_dir" in kwargs:
self.files_per_dir = kwargs["files_per_dir"]
else:
# 32768 files per dir should work even on FAT32
self.files_per_dir = 32768
# Make root path
if not os.path.isdir(self.root):
os.mkdir(self.root)
def close(self):
self.getnode.cache_remove_all()
def _encode_filename(self, path):
# Encode all paths to UTF-8, regardless of sys.getfilesystemencoding(),
# because we want to be able to represent all code points and the user
# will never be directly exposed to filenames. We can then do path
# manipulations on the UTF-8 directly.
if isinstance(path, unicode):
return path.encode('utf-8')
return path
def _create_check_ospath(self, ospath):
if ospath[-1] == '/':
raise ValueError("invalid path; should not end with a /")
if Table.exists(ospath):
raise ValueError("stream already exists at this path")
if os.path.isdir(ospath):
raise ValueError("subdirs of this path already exist")
def _create_parents(self, unicodepath):
"""Verify the path name, and create parent directories if they
don't exist. Returns a list of elements that got created."""
path = self._encode_filename(unicodepath)
if path[0] != '/':
raise ValueError("paths must start with /")
[ group, node ] = path.rsplit("/", 1)
if group == '':
raise ValueError("invalid path; path must contain at least one "
"folder")
if node == '':
raise ValueError("invalid path; should not end with a /")
if not Table.valid_path(path):
raise ValueError("path name is invalid or contains reserved words")
# Create the table's base dir. Note that we make a
# distinction here between NilmDB paths (always Unix style,
# split apart manually) and OS paths (built up with
# os.path.join)
# Make directories leading up to this one
elements = path.lstrip('/').split('/')
made_dirs = []
try:
# Make parent elements
for i in range(len(elements)):
ospath = os.path.join(self.root, *elements[0:i])
if Table.exists(ospath):
raise ValueError("path is subdir of existing node")
if not os.path.isdir(ospath):
os.mkdir(ospath)
made_dirs.append(ospath)
except Exception as e:
# Try to remove paths that we created; ignore errors
exc_info = sys.exc_info()
for ospath in reversed(made_dirs): # pragma: no cover (hard to hit)
try:
os.rmdir(ospath)
except OSError:
pass
raise exc_info[1], None, exc_info[2]
return elements
def create(self, unicodepath, layout_name):
"""
unicodepath: path to the data (e.g. u'/newton/prep').
Paths must contain at least two elements, e.g.:
/newton/prep
/newton/raw
/newton/upstairs/prep
/newton/upstairs/raw
layout_name: string for nilmdb.layout.get_named(), e.g. 'float32_8'
"""
elements = self._create_parents(unicodepath)
# Make the final dir
ospath = os.path.join(self.root, *elements)
self._create_check_ospath(ospath)
os.mkdir(ospath)
try:
# Write format string to file
Table.create(ospath, layout_name, self.file_size,
self.files_per_dir)
# Open and cache it
self.getnode(unicodepath)
except:
exc_info = sys.exc_info()
try:
os.rmdir(ospath)
except OSError:
pass
raise exc_info[1], None, exc_info[2]
# Success
return
def _remove_leaves(self, unicodepath):
"""Remove empty directories starting at the leaves of unicodepath"""
path = self._encode_filename(unicodepath)
elements = path.lstrip('/').split('/')
for i in reversed(range(len(elements))):
ospath = os.path.join(self.root, *elements[0:i+1])
try:
os.rmdir(ospath)
except OSError:
pass
def rename(self, oldunicodepath, newunicodepath):
"""Move entire tree from 'oldunicodepath' to
'newunicodepath'"""
oldpath = self._encode_filename(oldunicodepath)
newpath = self._encode_filename(newunicodepath)
# Get OS paths
oldelements = oldpath.lstrip('/').split('/')
oldospath = os.path.join(self.root, *oldelements)
newelements = newpath.lstrip('/').split('/')
newospath = os.path.join(self.root, *newelements)
# Basic checks
if oldospath == newospath:
raise ValueError("old and new paths are the same")
self._create_check_ospath(newospath)
# Move the table to a temporary location
tmpdir = tempfile.mkdtemp(prefix = "rename-", dir = self.root)
tmppath = os.path.join(tmpdir, "table")
os.rename(oldospath, tmppath)
try:
# Create parent dirs for new location
self._create_parents(newunicodepath)
# Move table into new location
os.rename(tmppath, newospath)
except Exception:
# On failure, move the table back to original path
os.rename(tmppath, oldospath)
os.rmdir(tmpdir)
raise
# Prune old dirs
self._remove_leaves(oldunicodepath)
os.rmdir(tmpdir)
def destroy(self, unicodepath):
"""Fully remove all data at a particular path. No way to undo
it! The group/path structure is removed, too."""
path = self._encode_filename(unicodepath)
# Get OS path
elements = path.lstrip('/').split('/')
ospath = os.path.join(self.root, *elements)
# Remove Table object from cache
self.getnode.cache_remove(self, unicodepath)
# Remove the contents of the target directory
if not Table.exists(ospath):
raise ValueError("nothing at that path")
for (root, dirs, files) in os.walk(ospath, topdown = False):
for name in files:
os.remove(os.path.join(root, name))
for name in dirs:
os.rmdir(os.path.join(root, name))
# Remove leftover empty directories
self._remove_leaves(unicodepath)
# Cache open tables
@nilmdb.utils.lru_cache(size = table_cache_size,
onremove = lambda x: x.close())
def getnode(self, unicodepath):
"""Return a Table object corresponding to the given database
path, which must exist."""
path = self._encode_filename(unicodepath)
elements = path.lstrip('/').split('/')
ospath = os.path.join(self.root, *elements)
return Table(ospath)
@nilmdb.utils.must_close(wrap_verify = False)
class Table(object):
"""Tools to help access a single table (data at a specific OS path)."""
# See design.md for design details
# Class methods, to help keep format details in this class.
@classmethod
def valid_path(cls, root):
"""Return True if a root path is a valid name"""
return "_format" not in root.split("/")
@classmethod
def exists(cls, root):
"""Return True if a table appears to exist at this OS path"""
return os.path.isfile(os.path.join(root, "_format"))
@classmethod
def create(cls, root, layout, file_size, files_per_dir):
"""Initialize a table at the given OS path with the
given layout string"""
# Calculate rows per file so that each file is approximately
# file_size bytes.
rkt = rocket.Rocket(layout, None)
rows_per_file = max(file_size // rkt.binary_size, 1)
rkt.close()
fmt = { "rows_per_file": rows_per_file,
"files_per_dir": files_per_dir,
"layout": layout,
"version": 3 }
with open(os.path.join(root, "_format"), "wb") as f:
pickle.dump(fmt, f, 2)
# Normal methods
def __init__(self, root):
"""'root' is the full OS path to the directory of this table"""
self.root = root
# Load the format
with open(os.path.join(self.root, "_format"), "rb") as f:
fmt = pickle.load(f)
if fmt["version"] != 3: # pragma: no cover
# Old versions used floating point timestamps, which aren't
# valid anymore.
raise NotImplementedError("old version " + str(fmt["version"]) +
" bulk data store is not supported")
self.rows_per_file = fmt["rows_per_file"]
self.files_per_dir = fmt["files_per_dir"]
self.layout = fmt["layout"]
# Use rocket to get row size and file size
rkt = rocket.Rocket(self.layout, None)
self.row_size = rkt.binary_size
self.file_size = rkt.binary_size * self.rows_per_file
rkt.close()
# Find nrows
self.nrows = self._get_nrows()
def close(self):
self.file_open.cache_remove_all()
# Internal helpers
def _get_nrows(self):
"""Find nrows by locating the lexicographically last filename
and using its size"""
# Note that this just finds a 'nrows' that is guaranteed to be
# greater than the row number of any piece of data that
# currently exists, not necessarily all data that _ever_
# existed.
regex = re.compile("^[0-9a-f]{4,}$")
# Find the last directory. We sort and loop through all of them,
# starting with the numerically greatest, because the dirs could be
# empty if something was deleted.
subdirs = sorted(filter(regex.search, os.listdir(self.root)),
key = lambda x: int(x, 16), reverse = True)
for subdir in subdirs:
# Now find the last file in that dir
path = os.path.join(self.root, subdir)
files = filter(regex.search, os.listdir(path))
if not files: # pragma: no cover (shouldn't occur)
# Empty dir: try the next one
continue
# Find the numerical max
filename = max(files, key = lambda x: int(x, 16))
offset = os.path.getsize(os.path.join(self.root, subdir, filename))
# Convert to row number
return self._row_from_offset(subdir, filename, offset)
# No files, so no data
return 0
def _offset_from_row(self, row):
"""Return a (subdir, filename, offset, count) tuple:
subdir: subdirectory for the file
filename: the filename that contains the specified row
offset: byte offset of the specified row within the file
count: number of rows (starting at offset) that fit in the file
"""
filenum = row // self.rows_per_file
# It's OK if these format specifiers are too short; the filenames
# will just get longer but will still sort correctly.
dirname = sprintf("%04x", filenum // self.files_per_dir)
filename = sprintf("%04x", filenum % self.files_per_dir)
offset = (row % self.rows_per_file) * self.row_size
count = self.rows_per_file - (row % self.rows_per_file)
return (dirname, filename, offset, count)
def _row_from_offset(self, subdir, filename, offset):
"""Return the row number that corresponds to the given
'subdir/filename' and byte-offset within that file."""
if (offset % self.row_size) != 0: # pragma: no cover
# this shouldn't occur, unless there is some corruption somewhere
raise ValueError("file offset is not a multiple of data size")
filenum = int(subdir, 16) * self.files_per_dir + int(filename, 16)
row = (filenum * self.rows_per_file) + (offset // self.row_size)
return row
def _remove_or_truncate_file(self, subdir, filename, offset = 0):
"""Remove the given file, and remove the subdirectory too
if it's empty. If offset is nonzero, truncate the file
to that size instead."""
# Close potentially open file in file_open LRU cache
self.file_open.cache_remove(self, subdir, filename)
if offset:
# Truncate it
with open(os.path.join(self.root, subdir, filename), "r+b") as f:
f.truncate(offset)
else:
# Remove file
os.remove(os.path.join(self.root, subdir, filename))
# Try deleting subdir, too
try:
os.rmdir(os.path.join(self.root, subdir))
except:
pass
# Cache open files
@nilmdb.utils.lru_cache(size = fd_cache_size,
onremove = lambda f: f.close())
def file_open(self, subdir, filename):
"""Open and map a given 'subdir/filename' (relative to self.root).
Will be automatically closed when evicted from the cache."""
# Create path if it doesn't exist
try:
os.mkdir(os.path.join(self.root, subdir))
except OSError:
pass
# Return a rocket.Rocket object, which contains the open file
return rocket.Rocket(self.layout,
os.path.join(self.root, subdir, filename))
def append_string(self, data, start, end):
"""Parse the formatted string in 'data', according to the
current layout, and append it to the table. If any timestamps
are non-monotonic, or don't fall between 'start' and 'end',
a ValueError is raised.
If this function succeeds, it returns normally. Otherwise,
the table is reverted back to its original state by truncating
or deleting files as necessary."""
data_offset = 0
last_timestamp = nilmdb.utils.time.min_timestamp
tot_rows = self.nrows
count = 0
linenum = 0
try:
while data_offset < len(data):
# See how many rows we can fit into the current file,
# and open it
(subdir, fname, offset, count) = self._offset_from_row(tot_rows)
f = self.file_open(subdir, fname)
# Ask the rocket object to parse and append up to "count"
# rows of data, verifying things along the way.
try:
(added_rows, data_offset, last_timestamp, linenum
) = f.append_string(count, data, data_offset, linenum,
start, end, last_timestamp)
except rocket.ParseError as e:
(linenum, colnum, errtype, obj) = e.args
where = "line %d, column %d: " % (linenum, colnum)
# Extract out the error line, add column marker
try:
bad = data.splitlines()[linenum-1]
badptr = ' ' * (colnum - 1) + '^'
except IndexError: # pragma: no cover
bad = ""
if errtype == rocket.ERR_NON_MONOTONIC:
err = "timestamp is not monotonically increasing"
elif errtype == rocket.ERR_OUT_OF_INTERVAL:
if obj < start:
err = sprintf("Data timestamp %s < start time %s",
timestamp_to_string(obj),
timestamp_to_string(start))
else:
err = sprintf("Data timestamp %s >= end time %s",
timestamp_to_string(obj),
timestamp_to_string(end))
else:
err = str(obj)
raise ValueError("error parsing input data: " +
where + err + "\n" + bad + "\n" + badptr)
tot_rows += added_rows
except Exception:
# Some failure, so try to roll things back by truncating or
# deleting files that we may have appended data to.
cleanpos = self.nrows
while cleanpos <= tot_rows:
(subdir, fname, offset, count) = self._offset_from_row(cleanpos)
self._remove_or_truncate_file(subdir, fname, offset)
cleanpos += count
# Re-raise original exception
raise
else:
# Success, so update self.nrows accordingly
self.nrows = tot_rows
def get_data(self, start, stop):
"""Extract data corresponding to Python range [n:m],
and returns a formatted string"""
if (start is None or
stop is None or
start > stop or
start < 0 or
stop > self.nrows):
raise IndexError("Index out of range")
ret = []
row = start
remaining = stop - start
while remaining > 0:
(subdir, filename, offset, count) = self._offset_from_row(row)
if count > remaining:
count = remaining
f = self.file_open(subdir, filename)
ret.append(f.extract_string(offset, count))
remaining -= count
row += count
return "".join(ret)
def __getitem__(self, row):
"""Extract timestamps from a row, with table[n] notation."""
if row < 0 or row >= self.nrows:
raise IndexError("Index out of range")
(subdir, filename, offset, count) = self._offset_from_row(row)
f = self.file_open(subdir, filename)
return f.extract_timestamp(offset)
def _remove_rows(self, subdir, filename, start, stop):
"""Helper to mark specific rows as being removed from a
file, and potentially remove or truncate the file itself."""
# Close potentially open file in file_open LRU cache
self.file_open.cache_remove(self, subdir, filename)
# We keep a file like 0000.removed that contains a list of
# which rows have been "removed". Note that we never have to
# remove entries from this list, because we never decrease
# self.nrows, and so we will never overwrite those locations in the
# file. Only when the list covers the entire extent of the
# file will that file be removed.
datafile = os.path.join(self.root, subdir, filename)
cachefile = datafile + ".removed"
try:
with open(cachefile, "rb") as f:
ranges = pickle.load(f)
cachefile_present = True
except:
ranges = []
cachefile_present = False
# Append our new range and sort
ranges.append((start, stop))
ranges.sort()
# Merge adjacent ranges into "out"
merged = []
prev = None
for new in ranges:
if prev is None:
# No previous range, so remember this one
prev = new
elif prev[1] == new[0]:
# Previous range connected to this new one; extend prev
prev = (prev[0], new[1])
else:
# Not connected; append previous and start again
merged.append(prev)
prev = new
if prev is not None:
merged.append(prev)
# If the range covered the whole file, we can delete it now.
# Note that the last file in a table may be only partially
# full (smaller than self.rows_per_file). We purposely leave
# those files around rather than deleting them, because the
# remainder will be filled on a subsequent append(), and things
# are generally easier if we don't have to special-case that.
if (len(merged) == 1 and
merged[0][0] == 0 and merged[0][1] == self.rows_per_file):
# Delete files
if cachefile_present:
os.remove(cachefile)
self._remove_or_truncate_file(subdir, filename, 0)
else:
# File needs to stick around. This means we can get
# degenerate cases where we have large files containing as
# little as one row. Try to punch a hole in the file,
# so that this region doesn't take up filesystem space.
offset = start * self.row_size
count = (stop - start) * self.row_size
nilmdb.utils.fallocate.punch_hole(datafile, offset, count)
# Update cache. Try to do it atomically.
nilmdb.utils.atomic.replace_file(cachefile,
pickle.dumps(merged, 2))
def remove(self, start, stop):
"""Remove specified rows [start, stop) from this table.
If a file is left empty, it is fully removed. Otherwise, a
parallel data file is used to remember which rows have been
removed, and the file is otherwise untouched."""
if start < 0 or start > stop or stop > self.nrows:
raise IndexError("Index out of range")
row = start
remaining = stop - start
while remaining:
# Loop through each file that we need to touch
(subdir, filename, offset, count) = self._offset_from_row(row)
if count > remaining:
count = remaining
row_offset = offset // self.row_size
# Mark the rows as being removed
self._remove_rows(subdir, filename, row_offset, row_offset + count)
remaining -= count
row += count

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@@ -1,12 +0,0 @@
"""Exceptions"""
class NilmDBError(Exception):
"""Base exception for NilmDB errors"""
def __init__(self, message = "Unspecified error"):
Exception.__init__(self, message)
class StreamError(NilmDBError):
pass
class OverlapError(NilmDBError):
pass

View File

@@ -1,388 +0,0 @@
"""Interval, IntervalSet
Represents an interval of time, and a set of such intervals.
Intervals are half-open, ie. they include data points with timestamps
[start, end)
"""
# First implementation kept a sorted list of intervals and used
# biesct() to optimize some operations, but this was too slow.
# Second version was based on the quicksect implementation from
# python-bx, modified slightly to handle floating point intervals.
# This didn't support deletion.
# Third version is more similar to the first version, using a rb-tree
# instead of a simple sorted list to maintain O(log n) operations.
# Fourth version is an optimized rb-tree that stores interval starts
# and ends directly in the tree, like bxinterval did.
from ..utils.time import min_timestamp as nilmdb_min_timestamp
from ..utils.time import max_timestamp as nilmdb_max_timestamp
from ..utils.time import timestamp_to_string
from ..utils.iterator import imerge
import itertools
cimport rbtree
from libc.stdint cimport uint64_t, int64_t
ctypedef int64_t timestamp_t
class IntervalError(Exception):
"""Error due to interval overlap, etc"""
pass
cdef class Interval:
"""Represents an interval of time."""
cdef public timestamp_t start, end
def __init__(self, timestamp_t start, timestamp_t end):
"""
'start' and 'end' are arbitrary numbers that represent time
"""
if start >= end:
# Explicitly disallow zero-width intervals (since they're half-open)
raise IntervalError("start %s must precede end %s" % (start, end))
self.start = start
self.end = end
def __repr__(self):
s = repr(self.start) + ", " + repr(self.end)
return self.__class__.__name__ + "(" + s + ")"
def __str__(self):
return ("[" + timestamp_to_string(self.start) +
" -> " + timestamp_to_string(self.end) + ")")
def __cmp__(self, Interval other):
"""Compare two intervals. If non-equal, order by start then end"""
if not isinstance(other, Interval):
raise TypeError("bad type")
if self.start == other.start:
if self.end < other.end:
return -1
if self.end > other.end:
return 1
return 0
if self.start < other.start:
return -1
return 1
cpdef intersects(self, Interval other):
"""Return True if two Interval objects intersect"""
if (self.end <= other.start or self.start >= other.end):
return False
return True
cpdef subset(self, timestamp_t start, timestamp_t end):
"""Return a new Interval that is a subset of this one"""
# A subclass that tracks additional data might override this.
if start < self.start or end > self.end:
raise IntervalError("not a subset")
return Interval(start, end)
cdef class DBInterval(Interval):
"""
Like Interval, but also tracks corresponding start/end times and
positions within the database. These are not currently modified
when subsets are taken, but can be used later to help zero in on
database positions.
The actual 'start' and 'end' will always fall within the database
start and end, e.g.:
db_start = 100, db_startpos = 10000
start = 123
end = 150
db_end = 200, db_endpos = 20000
"""
cpdef public timestamp_t db_start, db_end
cpdef public uint64_t db_startpos, db_endpos
def __init__(self, start, end,
db_start, db_end,
db_startpos, db_endpos):
"""
'db_start' and 'db_end' are arbitrary numbers that represent
time. They must be a strict superset of the time interval
covered by 'start' and 'end'. The 'db_startpos' and
'db_endpos' are arbitrary database position indicators that
correspond to those points.
"""
Interval.__init__(self, start, end)
self.db_start = db_start
self.db_end = db_end
self.db_startpos = db_startpos
self.db_endpos = db_endpos
if db_start > start or db_end < end:
raise IntervalError("database times must span the interval times")
def __repr__(self):
s = repr(self.start) + ", " + repr(self.end)
s += ", " + repr(self.db_start) + ", " + repr(self.db_end)
s += ", " + repr(self.db_startpos) + ", " + repr(self.db_endpos)
return self.__class__.__name__ + "(" + s + ")"
cpdef subset(self, timestamp_t start, timestamp_t end):
"""
Return a new DBInterval that is a subset of this one
"""
if start < self.start or end > self.end:
raise IntervalError("not a subset")
return DBInterval(start, end,
self.db_start, self.db_end,
self.db_startpos, self.db_endpos)
cdef class IntervalSet:
"""
A non-intersecting set of intervals.
"""
cdef public rbtree.RBTree tree
def __init__(self, source=None):
"""
'source' is an Interval or IntervalSet to add.
"""
self.tree = rbtree.RBTree()
if source is not None:
self += source
def __iter__(self):
for node in self.tree:
if node.obj:
yield node.obj
def __len__(self):
return sum(1 for x in self)
def __repr__(self):
descs = [ repr(x) for x in self ]
return self.__class__.__name__ + "([" + ", ".join(descs) + "])"
def __str__(self):
descs = [ str(x) for x in self ]
return "[" + ", ".join(descs) + "]"
def __match__(self, other):
# This isn't particularly efficient, but it shouldn't get used in the
# general case.
"""Test equality of two IntervalSets.
Treats adjacent Intervals as equivalent to one long interval,
so this function really tests whether the IntervalSets cover
the same spans of time."""
i = 0
j = 0
outside = True
def is_adjacent(a, b):
"""Return True if two Intervals are adjacent (same end or start)"""
if a.end == b.start or b.end == a.start:
return True
else:
return False
this = list(self)
that = list(other)
try:
while True:
if (outside):
# To match, we need to be finished both sets
if (i >= len(this) and j >= len(that)):
return True
# Or the starts need to match
if (this[i].start != that[j].start):
return False
outside = False
else:
# We can move on if the two interval ends match
if (this[i].end == that[j].end):
i += 1
j += 1
outside = True
else:
# Whichever ends first needs to be adjacent to the next
if (this[i].end < that[j].end):
if (not is_adjacent(this[i],this[i+1])):
return False
i += 1
else:
if (not is_adjacent(that[j],that[j+1])):
return False
j += 1
except IndexError:
return False
# Use __richcmp__ instead of __eq__, __ne__ for Cython.
def __richcmp__(self, other, int op):
if op == 2: # ==
return self.__match__(other)
elif op == 3: # !=
return not self.__match__(other)
return False
#def __eq__(self, other):
# return self.__match__(other)
#
#def __ne__(self, other):
# return not self.__match__(other)
def __iadd__(self, object other not None):
"""Inplace add -- modifies self
This throws an exception if the regions being added intersect."""
if isinstance(other, Interval):
if self.intersects(other):
raise IntervalError("Tried to add overlapping interval "
"to this set")
self.tree.insert(rbtree.RBNode(other.start, other.end, other))
else:
for x in other:
self.__iadd__(x)
return self
def iadd_nocheck(self, Interval other not None):
"""Inplace add -- modifies self.
'Optimized' version that doesn't check for intersection and
only inserts the new interval into the tree."""
self.tree.insert(rbtree.RBNode(other.start, other.end, other))
def __isub__(self, Interval other not None):
"""Inplace subtract -- modifies self
Removes an interval from the set. Must exist exactly
as provided -- cannot remove a subset of an existing interval."""
i = self.tree.find(other.start, other.end)
if i is None:
raise IntervalError("interval " + str(other) + " not in tree")
self.tree.delete(i)
return self
def __add__(self, other not None):
"""Add -- returns a new object"""
new = IntervalSet(self)
new += IntervalSet(other)
return new
def __and__(self, other not None):
"""
Compute a new IntervalSet from the intersection of this
IntervalSet with one other interval.
Output intervals are built as subsets of the intervals in the
first argument (self).
"""
out = IntervalSet()
for i in self.intersection(other):
out.tree.insert(rbtree.RBNode(i.start, i.end, i))
return out
def intersection(self, Interval interval not None, orig = False):
"""
Compute a sequence of intervals that correspond to the
intersection between `self` and the provided interval.
Returns a generator that yields each of these intervals
in turn.
Output intervals are built as subsets of the intervals in the
first argument (self).
If orig = True, also return the original interval that was
(potentially) subsetted to make the one that is being
returned.
"""
if not isinstance(interval, Interval):
raise TypeError("bad type")
for n in self.tree.intersect(interval.start, interval.end):
i = n.obj
if i:
if i.start >= interval.start and i.end <= interval.end:
if orig:
yield (i, i)
else:
yield i
else:
subset = i.subset(max(i.start, interval.start),
min(i.end, interval.end))
if orig:
yield (subset, i)
else:
yield subset
def set_difference(self, IntervalSet other not None,
Interval bounds = None):
"""
Compute the difference (self \\ other) between this
IntervalSet and the given IntervalSet; i.e., the ranges
that are present in 'self' but not 'other'.
If 'bounds' is not None, results are limited to the range
specified by the interval 'bounds'.
Returns a generator that yields each interval in turn.
Output intervals are built as subsets of the intervals in the
first argument (self).
"""
# Iterate through all starts and ends in sorted order. Add a
# tag to the iterator so that we can figure out which one they
# were, after sorting.
def decorate(it, key_start, key_end):
for i in it:
yield i.start, key_start, i
yield i.end, key_end, i
if bounds is None:
bounds = Interval(nilmdb_min_timestamp,
nilmdb_max_timestamp)
self_iter = decorate(self.intersection(bounds), 0, 2)
other_iter = decorate(other.intersection(bounds), 1, 3)
# Now iterate over the timestamps of each start and end.
# At each point, evaluate which type of end it is, to determine
# how to build up the output intervals.
self_interval = None
other_interval = None
out_start = None
for (ts, k, i) in imerge(self_iter, other_iter):
if k == 0:
# start self interval
self_interval = i
if other_interval is None:
out_start = ts
elif k == 1:
# start other interval
other_interval = i
if out_start is not None and out_start != ts:
yield self_interval.subset(out_start, ts)
out_start = None
elif k == 2:
# end self interval
if out_start is not None and out_start != ts:
yield self_interval.subset(out_start, ts)
out_start = None
self_interval = None
elif k == 3:
# end other interval
other_interval = None
if self_interval:
out_start = ts
cpdef intersects(self, Interval other):
"""Return True if this IntervalSet intersects another interval"""
for n in self.tree.intersect(other.start, other.end):
if n.obj.intersects(other):
return True
return False
def find_end(self, timestamp_t t):
"""
Return an Interval from this tree that ends at time t, or
None if it doesn't exist.
"""
n = self.tree.find_left_end(t)
if n and n.obj.end == t:
return n.obj
return None

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@@ -1 +0,0 @@
rbtree.pxd

View File

@@ -1,204 +0,0 @@
# cython: profile=False
import time
import sys
import inspect
import cStringIO
from ..utils.time import min_timestamp as nilmdb_min_timestamp
cdef enum:
max_value_count = 64
cimport cython
cimport libc.stdlib
cimport libc.stdio
cimport libc.string
class ParserError(Exception):
def __init__(self, line, message):
self.message = "line " + str(line) + ": " + message
Exception.__init__(self, self.message)
class FormatterError(Exception):
pass
class Layout:
"""Represents a NILM database layout"""
def __init__(self, typestring):
"""Initialize this Layout object to handle the specified
type string"""
try:
[ datatype, count ] = typestring.split("_")
except:
raise KeyError("invalid layout string")
try:
self.count = int(count)
except ValueError:
raise KeyError("invalid count")
if self.count < 1 or self.count > max_value_count:
raise KeyError("invalid count")
if datatype == 'uint16':
self.parse = self.parse_uint16
self.format_str = "%.6f" + " %d" * self.count
self.format = self.format_generic
elif datatype == 'float32':
self.parse = self.parse_float64
self.format_str = "%.6f" + " %.6e" * self.count
self.format = self.format_generic
elif datatype == 'float64':
self.parse = self.parse_float64
self.format_str = "%.6f" + " %.16e" * self.count
self.format = self.format_generic
else:
raise KeyError("invalid type")
self.datatype = datatype
# Parsers
def parse_float64(self, char *text):
cdef int n
cdef double ts
# Return doubles even in float32 case, since they're going into
# a Python array which would upconvert to double anyway.
result = [0] * (self.count + 1)
cdef char *end
ts = libc.stdlib.strtod(text, &end)
if end == text:
raise ValueError("bad timestamp")
result[0] = ts
for n in range(self.count):
text = end
result[n+1] = libc.stdlib.strtod(text, &end)
if end == text:
raise ValueError("wrong number of values")
n = 0
while end[n] == ' ':
n += 1
if end[n] != '\n' and end[n] != '#' and end[n] != '\0':
raise ValueError("extra data on line")
return (ts, result)
def parse_uint16(self, char *text):
cdef int n
cdef double ts
cdef int v
cdef char *end
result = [0] * (self.count + 1)
ts = libc.stdlib.strtod(text, &end)
if end == text:
raise ValueError("bad timestamp")
result[0] = ts
for n in range(self.count):
text = end
v = libc.stdlib.strtol(text, &end, 10)
if v < 0 or v > 65535:
raise ValueError("value out of range")
result[n+1] = v
if end == text:
raise ValueError("wrong number of values")
n = 0
while end[n] == ' ':
n += 1
if end[n] != '\n' and end[n] != '#' and end[n] != '\0':
raise ValueError("extra data on line")
return (ts, result)
# Formatters
def format_generic(self, d):
n = len(d) - 1
if n != self.count:
raise ValueError("wrong number of values for layout type: "
"got %d, wanted %d" % (n, self.count))
return (self.format_str % tuple(d)) + "\n"
# Get a layout by name
def get_named(typestring):
try:
return Layout(typestring)
except KeyError:
compat = { "PrepData": "float32_8",
"RawData": "uint16_6",
"RawNotchedData": "uint16_9" }
return Layout(compat[typestring])
class Parser(object):
"""Object that parses and stores ASCII data for inclusion into the
database"""
def __init__(self, layout):
if issubclass(layout.__class__, Layout):
self.layout = layout
else:
try:
self.layout = get_named(layout)
except KeyError:
raise TypeError("unknown layout")
self.data = []
self.min_timestamp = None
self.max_timestamp = None
def parse(self, textdata):
"""
Parse the data, provided as lines of text, using the current
layout, into an internal data structure suitable for a
pytables 'table.append(parser.data)'.
"""
cdef double last_ts = nilmdb_min_timestamp
cdef double ts
cdef int n = 0, i
cdef char *line
indata = cStringIO.StringIO(textdata)
# Assume any parsing error is a real error.
# In the future we might want to skip completely empty lines,
# or partial lines right before EOF?
try:
self.data = []
for pyline in indata:
line = pyline
n += 1
if line[0] == '\#':
continue
(ts, row) = self.layout.parse(line)
if ts <= last_ts:
raise ValueError("timestamp is not "
"monotonically increasing")
last_ts = ts
self.data.append(row)
except (ValueError, IndexError, TypeError) as e:
raise ParserError(n, "error: " + e.message)
# Mark timestamp ranges
if len(self.data):
self.min_timestamp = self.data[0][0]
self.max_timestamp = self.data[-1][0]
class Formatter(object):
"""Object that formats database data into ASCII"""
def __init__(self, layout):
if issubclass(layout.__class__, Layout):
self.layout = layout
else:
try:
self.layout = get_named(layout)
except KeyError:
raise TypeError("unknown layout")
def format(self, data):
"""
Format raw data from the database, using the current layout,
as lines of ACSII text.
"""
text = cStringIO.StringIO()
try:
for row in data:
text.write(self.layout.format(row))
except (ValueError, IndexError, TypeError) as e:
raise FormatterError("formatting error: " + e.message)
return text.getvalue()

View File

@@ -1,612 +0,0 @@
# -*- coding: utf-8 -*-
"""NilmDB
Object that represents a NILM database file.
Manages both the SQL database and the table storage backend.
"""
# Need absolute_import so that "import nilmdb" won't pull in
# nilmdb.py, but will pull the parent nilmdb module instead.
from __future__ import absolute_import
import nilmdb.utils
from nilmdb.utils.printf import *
from nilmdb.server.interval import (Interval, DBInterval,
IntervalSet, IntervalError)
from nilmdb.server import bulkdata
from nilmdb.server.errors import NilmDBError, StreamError, OverlapError
import sqlite3
import os
import errno
import bisect
# Note about performance and transactions:
#
# Committing a transaction in the default sync mode (PRAGMA synchronous=FULL)
# takes about 125msec. sqlite3 will commit transactions at 3 times:
# 1: explicit con.commit()
# 2: between a series of DML commands and non-DML commands, e.g.
# after a series of INSERT, SELECT, but before a CREATE TABLE or PRAGMA.
# 3: at the end of an explicit transaction, e.g. "with self.con as con:"
#
# To speed things up, we can set 'PRAGMA synchronous=OFF'. Or, it
# seems that 'PRAGMA synchronous=NORMAL' and 'PRAGMA journal_mode=WAL'
# give an equivalent speedup more safely. That is what is used here.
_sql_schema_updates = {
0: { "next": 1, "sql": """
-- All streams
CREATE TABLE streams(
id INTEGER PRIMARY KEY, -- stream ID
path TEXT UNIQUE NOT NULL, -- path, e.g. '/newton/prep'
layout TEXT NOT NULL -- layout name, e.g. float32_8
);
-- Individual timestamped ranges in those streams.
-- For a given start_time and end_time, this tells us that the
-- data is stored between start_pos and end_pos.
-- Times are stored as μs since Unix epoch
-- Positions are opaque: PyTables rows, file offsets, etc.
--
-- Note: end_pos points to the row _after_ end_time, so end_pos-1
-- is the last valid row.
CREATE TABLE ranges(
stream_id INTEGER NOT NULL,
start_time INTEGER NOT NULL,
end_time INTEGER NOT NULL,
start_pos INTEGER NOT NULL,
end_pos INTEGER NOT NULL
);
CREATE INDEX _ranges_index ON ranges (stream_id, start_time, end_time);
""" },
1: { "next": 3, "sql": """
-- Generic dictionary-type metadata that can be associated with a stream
CREATE TABLE metadata(
stream_id INTEGER NOT NULL,
key TEXT NOT NULL,
value TEXT
);
""" },
2: { "error": "old format with floating-point timestamps requires "
"nilmdb 1.3.1 or older" },
3: { "next": None },
}
@nilmdb.utils.must_close()
class NilmDB(object):
verbose = 0
def __init__(self, basepath, max_results=None,
bulkdata_args=None):
if bulkdata_args is None:
bulkdata_args = {}
# set up path
self.basepath = os.path.abspath(basepath)
# Create the database path if it doesn't exist
try:
os.makedirs(self.basepath)
except OSError as e:
if e.errno != errno.EEXIST:
raise IOError("can't create tree " + self.basepath)
# Our data goes inside it
self.data = bulkdata.BulkData(self.basepath, **bulkdata_args)
# SQLite database too
sqlfilename = os.path.join(self.basepath, "data.sql")
self.con = sqlite3.connect(sqlfilename, check_same_thread = True)
try:
self._sql_schema_update()
finally: # pragma: no cover
self.data.close()
# See big comment at top about the performance implications of this
self.con.execute("PRAGMA synchronous=NORMAL")
self.con.execute("PRAGMA journal_mode=WAL")
# Approximate largest number of elements that we want to send
# in a single reply (for stream_intervals, stream_extract)
if max_results:
self.max_results = max_results
else:
self.max_results = 16384
def get_basepath(self):
return self.basepath
def close(self):
if self.con:
self.con.commit()
self.con.close()
self.data.close()
def _sql_schema_update(self):
cur = self.con.cursor()
version = cur.execute("PRAGMA user_version").fetchone()[0]
oldversion = version
while True:
if version not in _sql_schema_updates: # pragma: no cover
raise Exception(self.basepath + ": unknown database version "
+ str(version))
update = _sql_schema_updates[version]
if "error" in update: # pragma: no cover
raise Exception(self.basepath + ": can't use database version "
+ str(version) + ": " + update["error"])
if update["next"] is None:
break
cur.executescript(update["sql"])
version = update["next"]
if self.verbose: # pragma: no cover
printf("Database schema updated to %d\n", version)
if version != oldversion:
with self.con:
cur.execute("PRAGMA user_version = {v:d}".format(v=version))
def _check_user_times(self, start, end):
if start is None:
start = nilmdb.utils.time.min_timestamp
if end is None:
end = nilmdb.utils.time.max_timestamp
if start >= end:
raise NilmDBError("start must precede end")
return (start, end)
@nilmdb.utils.lru_cache(size = 16)
def _get_intervals(self, stream_id):
"""
Return a mutable IntervalSet corresponding to the given stream ID.
"""
iset = IntervalSet()
result = self.con.execute("SELECT start_time, end_time, "
"start_pos, end_pos "
"FROM ranges "
"WHERE stream_id=?", (stream_id,))
try:
for (start_time, end_time, start_pos, end_pos) in result:
iset += DBInterval(start_time, end_time,
start_time, end_time,
start_pos, end_pos)
except IntervalError: # pragma: no cover
raise NilmDBError("unexpected overlap in ranges table!")
return iset
def _sql_interval_insert(self, id, start, end, start_pos, end_pos):
"""Helper that adds interval to the SQL database only"""
self.con.execute("INSERT INTO ranges "
"(stream_id,start_time,end_time,start_pos,end_pos) "
"VALUES (?,?,?,?,?)",
(id, start, end, start_pos, end_pos))
def _sql_interval_delete(self, id, start, end, start_pos, end_pos):
"""Helper that removes interval from the SQL database only"""
self.con.execute("DELETE FROM ranges WHERE "
"stream_id=? AND start_time=? AND "
"end_time=? AND start_pos=? AND end_pos=?",
(id, start, end, start_pos, end_pos))
def _add_interval(self, stream_id, interval, start_pos, end_pos):
"""
Add interval to the internal interval cache, and to the database.
Note: arguments must be ints (not numpy.int64, etc)
"""
# Load this stream's intervals
iset = self._get_intervals(stream_id)
# Check for overlap
if iset.intersects(interval): # pragma: no cover (gets caught earlier)
raise NilmDBError("new interval overlaps existing data")
# Check for adjacency. If there's a stream in the database
# that ends exactly when this one starts, and the database
# rows match up, we can make one interval that covers the
# time range [adjacent.start -> interval.end)
# and database rows [ adjacent.start_pos -> end_pos ].
# Only do this if the resulting interval isn't too large.
max_merged_rows = 8000 * 60 * 60 * 1.05 # 1.05 hours at 8 KHz
adjacent = iset.find_end(interval.start)
if (adjacent is not None and
start_pos == adjacent.db_endpos and
(end_pos - adjacent.db_startpos) < max_merged_rows):
# First delete the old one, both from our iset and the
# database
iset -= adjacent
self._sql_interval_delete(stream_id,
adjacent.db_start, adjacent.db_end,
adjacent.db_startpos, adjacent.db_endpos)
# Now update our interval so the fallthrough add is
# correct.
interval.start = adjacent.start
start_pos = adjacent.db_startpos
# Add the new interval to the iset
iset.iadd_nocheck(DBInterval(interval.start, interval.end,
interval.start, interval.end,
start_pos, end_pos))
# Insert into the database
self._sql_interval_insert(stream_id, interval.start, interval.end,
int(start_pos), int(end_pos))
self.con.commit()
def _remove_interval(self, stream_id, original, remove):
"""
Remove an interval from the internal cache and the database.
stream_id: id of stream
original: original DBInterval; must be already present in DB
to_remove: DBInterval to remove; must be subset of 'original'
"""
# Just return if we have nothing to remove
if remove.start == remove.end: # pragma: no cover
return
# Load this stream's intervals
iset = self._get_intervals(stream_id)
# Remove existing interval from the cached set and the database
iset -= original
self._sql_interval_delete(stream_id,
original.db_start, original.db_end,
original.db_startpos, original.db_endpos)
# Add back the intervals that would be left over if the
# requested interval is removed. There may be two of them, if
# the removed piece was in the middle.
def add(iset, start, end, start_pos, end_pos):
iset += DBInterval(start, end, start, end, start_pos, end_pos)
self._sql_interval_insert(stream_id, start, end, start_pos, end_pos)
if original.start != remove.start:
# Interval before the removed region
add(iset, original.start, remove.start,
original.db_startpos, remove.db_startpos)
if original.end != remove.end:
# Interval after the removed region
add(iset, remove.end, original.end,
remove.db_endpos, original.db_endpos)
# Commit SQL changes
self.con.commit()
return
def stream_list(self, path = None, layout = None, extended = False):
"""Return list of lists of all streams in the database.
If path is specified, include only streams with a path that
matches the given string.
If layout is specified, include only streams with a layout
that matches the given string.
If extended = False, returns a list of lists containing
the path and layout: [ path, layout ]
If extended = True, returns a list of lists containing
more information:
path
layout
interval_min (earliest interval start)
interval_max (latest interval end)
rows (total number of rows of data)
time (total time covered by this stream, in timestamp units)
"""
params = ()
query = "SELECT streams.path, streams.layout"
if extended:
query += ", min(ranges.start_time), max(ranges.end_time) "
query += ", coalesce(sum(ranges.end_pos - ranges.start_pos), 0) "
query += ", coalesce(sum(ranges.end_time - ranges.start_time), 0) "
query += " FROM streams"
if extended:
query += " LEFT JOIN ranges ON streams.id = ranges.stream_id"
query += " WHERE 1=1"
if layout is not None:
query += " AND streams.layout=?"
params += (layout,)
if path is not None:
query += " AND streams.path=?"
params += (path,)
query += " GROUP BY streams.id ORDER BY streams.path"
result = self.con.execute(query, params).fetchall()
return [ list(x) for x in result ]
def stream_intervals(self, path, start = None, end = None, diffpath = None):
"""
List all intervals in 'path' between 'start' and 'end'. If
'diffpath' is not none, list instead the set-difference
between the intervals in the two streams; i.e. all interval
ranges that are present in 'path' but not 'path2'.
Returns (intervals, restart) tuple.
intervals is a list of [start,end] timestamps of all intervals
that exist for path, between start and end.
restart, if nonzero, means that there were too many results to
return in a single request. The data is complete from the
starting timestamp to the point at which it was truncated,
and a new request with a start time of 'restart' will fetch
the next block of data.
"""
stream_id = self._stream_id(path)
intervals = self._get_intervals(stream_id)
if diffpath:
diffstream_id = self._stream_id(diffpath)
diffintervals = self._get_intervals(diffstream_id)
(start, end) = self._check_user_times(start, end)
requested = Interval(start, end)
result = []
if diffpath:
getter = intervals.set_difference(diffintervals, requested)
else:
getter = intervals.intersection(requested)
for n, i in enumerate(getter):
if n >= self.max_results:
restart = i.start
break
result.append([i.start, i.end])
else:
restart = 0
return (result, restart)
def stream_create(self, path, layout_name):
"""Create a new table in the database.
path: path to the data (e.g. '/newton/prep').
Paths must contain at least two elements, e.g.:
/newton/prep
/newton/raw
/newton/upstairs/prep
/newton/upstairs/raw
layout_name: string for nilmdb.layout.get_named(), e.g. 'float32_8'
"""
# Create the bulk storage. Raises ValueError on error, which we
# pass along.
self.data.create(path, layout_name)
# Insert into SQL database once the bulk storage is happy
with self.con as con:
con.execute("INSERT INTO streams (path, layout) VALUES (?,?)",
(path, layout_name))
def _stream_id(self, path):
"""Return unique stream ID"""
result = self.con.execute("SELECT id FROM streams WHERE path=?",
(path,)).fetchone()
if result is None:
raise StreamError("No stream at path " + path)
return result[0]
def stream_set_metadata(self, path, data):
"""Set stream metadata from a dictionary, e.g.
{ description = 'Downstairs lighting',
v_scaling = 123.45 }
This replaces all existing metadata.
"""
stream_id = self._stream_id(path)
with self.con as con:
con.execute("DELETE FROM metadata WHERE stream_id=?", (stream_id,))
for key in data:
if data[key] != '':
con.execute("INSERT INTO metadata VALUES (?, ?, ?)",
(stream_id, key, data[key]))
def stream_get_metadata(self, path):
"""Return stream metadata as a dictionary."""
stream_id = self._stream_id(path)
result = self.con.execute("SELECT metadata.key, metadata.value "
"FROM metadata "
"WHERE metadata.stream_id=?", (stream_id,))
data = {}
for (key, value) in result:
data[key] = value
return data
def stream_update_metadata(self, path, newdata):
"""Update stream metadata from a dictionary"""
data = self.stream_get_metadata(path)
data.update(newdata)
self.stream_set_metadata(path, data)
def stream_rename(self, oldpath, newpath):
"""Rename a stream."""
stream_id = self._stream_id(oldpath)
# Rename the data
self.data.rename(oldpath, newpath)
# Rename the stream in the database
with self.con as con:
con.execute("UPDATE streams SET path=? WHERE id=?",
(newpath, stream_id))
def stream_destroy(self, path):
"""Fully remove a table and all of its data from the database.
No way to undo it! Metadata is removed."""
stream_id = self._stream_id(path)
# Delete the cached interval data (if it was cached)
self._get_intervals.cache_remove(self, stream_id)
# Delete the data
self.data.destroy(path)
# Delete metadata, stream, intervals
with self.con as con:
con.execute("DELETE FROM metadata WHERE stream_id=?", (stream_id,))
con.execute("DELETE FROM ranges WHERE stream_id=?", (stream_id,))
con.execute("DELETE FROM streams WHERE id=?", (stream_id,))
def stream_insert(self, path, start, end, data):
"""Insert new data into the database.
path: Path at which to add the data
start: Starting timestamp
end: Ending timestamp
data: Textual data, formatted according to the layout of path
"""
# First check for basic overlap using timestamp info given.
stream_id = self._stream_id(path)
iset = self._get_intervals(stream_id)
interval = Interval(start, end)
if iset.intersects(interval):
raise OverlapError("new data overlaps existing data at range: "
+ str(iset & interval))
# Tenatively append the data. This will raise a ValueError if
# there are any parse errors.
table = self.data.getnode(path)
row_start = table.nrows
table.append_string(data, start, end)
row_end = table.nrows
# Insert the record into the sql database.
self._add_interval(stream_id, interval, row_start, row_end)
# And that's all
return
def _find_start(self, table, dbinterval):
"""
Given a DBInterval, find the row in the database that
corresponds to the start time. Return the first database
position with a timestamp (first element) greater than or
equal to 'start'.
"""
# Optimization for the common case where an interval wasn't truncated
if dbinterval.start == dbinterval.db_start:
return dbinterval.db_startpos
return bisect.bisect_left(table,
dbinterval.start,
dbinterval.db_startpos,
dbinterval.db_endpos)
def _find_end(self, table, dbinterval):
"""
Given a DBInterval, find the row in the database that follows
the end time. Return the first database position after the
row with timestamp (first element) greater than or equal
to 'end'.
"""
# Optimization for the common case where an interval wasn't truncated
if dbinterval.end == dbinterval.db_end:
return dbinterval.db_endpos
# Note that we still use bisect_left here, because we don't
# want to include the given timestamp in the results. This is
# so a queries like 1:00 -> 2:00 and 2:00 -> 3:00 return
# non-overlapping data.
return bisect.bisect_left(table,
dbinterval.end,
dbinterval.db_startpos,
dbinterval.db_endpos)
def stream_extract(self, path, start = None, end = None, count = False):
"""
Returns (data, restart) tuple.
data is ASCII-formatted data from the database, formatted
according to the layout of the stream.
restart, if nonzero, means that there were too many results to
return in a single request. The data is complete from the
starting timestamp to the point at which it was truncated,
and a new request with a start time of 'restart' will fetch
the next block of data.
count, if true, means to not return raw data, but just the count
of rows that would have been returned. This is much faster
than actually fetching the data. It is not limited by
max_results.
"""
stream_id = self._stream_id(path)
table = self.data.getnode(path)
intervals = self._get_intervals(stream_id)
(start, end) = self._check_user_times(start, end)
requested = Interval(start, end)
result = []
matched = 0
remaining = self.max_results
restart = 0
for interval in intervals.intersection(requested):
# Reading single rows from the table is too slow, so
# we use two bisections to find both the starting and
# ending row for this particular interval, then
# read the entire range as one slice.
row_start = self._find_start(table, interval)
row_end = self._find_end(table, interval)
if count:
matched += row_end - row_start
continue
# Shorten it if we'll hit the maximum number of results
row_max = row_start + remaining
if row_max < row_end:
row_end = row_max
restart = table[row_max]
# Gather these results up
result.append(table.get_data(row_start, row_end))
# Count them
remaining -= row_end - row_start
if restart:
break
if count:
return matched
return ("".join(result), restart)
def stream_remove(self, path, start = None, end = None):
"""
Remove data from the specified time interval within a stream.
Removes all data in the interval [start, end), and intervals
are truncated or split appropriately. Returns the number of
data points removed.
"""
stream_id = self._stream_id(path)
table = self.data.getnode(path)
intervals = self._get_intervals(stream_id)
(start, end) = self._check_user_times(start, end)
to_remove = Interval(start, end)
removed = 0
# Can't remove intervals from within the iterator, so we need to
# remember what's currently in the intersection now.
all_candidates = list(intervals.intersection(to_remove, orig = True))
for (dbint, orig) in all_candidates:
# Find row start and end
row_start = self._find_start(table, dbint)
row_end = self._find_end(table, dbint)
# Adjust the DBInterval to match the newly found ends
dbint.db_start = dbint.start
dbint.db_end = dbint.end
dbint.db_startpos = row_start
dbint.db_endpos = row_end
# Remove interval from the database
self._remove_interval(stream_id, orig, dbint)
# Remove data from the underlying table storage
table.remove(row_start, row_end)
# Count how many were removed
removed += row_end - row_start
return removed

View File

@@ -1,23 +0,0 @@
cdef class RBNode:
cdef public object obj
cdef public double start, end
cdef public int red
cdef public RBNode left, right, parent
cdef class RBTree:
cdef public RBNode nil, root
cpdef getroot(RBTree self)
cdef void __rotate_left(RBTree self, RBNode x)
cdef void __rotate_right(RBTree self, RBNode y)
cdef RBNode __successor(RBTree self, RBNode x)
cpdef RBNode successor(RBTree self, RBNode x)
cdef RBNode __predecessor(RBTree self, RBNode x)
cpdef RBNode predecessor(RBTree self, RBNode x)
cpdef insert(RBTree self, RBNode z)
cdef void __insert_fixup(RBTree self, RBNode x)
cpdef delete(RBTree self, RBNode z)
cdef inline void __delete_fixup(RBTree self, RBNode x)
cpdef RBNode find(RBTree self, double start, double end)
cpdef RBNode find_left_end(RBTree self, double t)
cpdef RBNode find_right_start(RBTree self, double t)

View File

@@ -1,377 +0,0 @@
# cython: profile=False
# cython: cdivision=True
"""
Jim Paris <jim@jtan.com>
Red-black tree, where keys are stored as start/end timestamps.
This is a basic interval tree that holds half-open intervals:
[start, end)
Intervals must not overlap. Fixing that would involve making this
into an augmented interval tree as described in CLRS 14.3.
Code that assumes non-overlapping intervals is marked with the
string 'non-overlapping'.
"""
import sys
cimport rbtree
cdef class RBNode:
"""One node of the Red/Black tree, containing a key (start, end)
and value (obj)"""
def __init__(self, double start, double end, object obj = None):
self.obj = obj
self.start = start
self.end = end
self.red = False
self.left = None
self.right = None
def __str__(self):
if self.red:
color = "R"
else:
color = "B"
if self.start == sys.float_info.min:
return "[node nil]"
return ("[node ("
+ str(self.obj) + ") "
+ str(self.start) + " -> " + str(self.end) + " "
+ color + "]")
cdef class RBTree:
"""Red/Black tree"""
# Init
def __init__(self):
self.nil = RBNode(start = sys.float_info.min,
end = sys.float_info.min)
self.nil.left = self.nil
self.nil.right = self.nil
self.nil.parent = self.nil
self.root = RBNode(start = sys.float_info.max,
end = sys.float_info.max)
self.root.left = self.nil
self.root.right = self.nil
self.root.parent = self.nil
# We have a dummy root node to simplify operations, so from an
# external point of view, its left child is the real root.
cpdef getroot(self):
return self.root.left
# Rotations and basic operations
cdef void __rotate_left(self, RBNode x):
"""Rotate left:
# x y
# / \ --> / \
# z y x w
# / \ / \
# v w z v
"""
cdef RBNode y = x.right
x.right = y.left
if y.left is not self.nil:
y.left.parent = x
y.parent = x.parent
if x is x.parent.left:
x.parent.left = y
else:
x.parent.right = y
y.left = x
x.parent = y
cdef void __rotate_right(self, RBNode y):
"""Rotate right:
# y x
# / \ --> / \
# x w z y
# / \ / \
# z v v w
"""
cdef RBNode x = y.left
y.left = x.right
if x.right is not self.nil:
x.right.parent = y
x.parent = y.parent
if y is y.parent.left:
y.parent.left = x
else:
y.parent.right = x
x.right = y
y.parent = x
cdef RBNode __successor(self, RBNode x):
"""Returns the successor of RBNode x"""
cdef RBNode y = x.right
if y is not self.nil:
while y.left is not self.nil:
y = y.left
else:
y = x.parent
while x is y.right:
x = y
y = y.parent
if y is self.root:
return self.nil
return y
cpdef RBNode successor(self, RBNode x):
"""Returns the successor of RBNode x, or None"""
cdef RBNode y = self.__successor(x)
return y if y is not self.nil else None
cdef RBNode __predecessor(self, RBNode x):
"""Returns the predecessor of RBNode x"""
cdef RBNode y = x.left
if y is not self.nil:
while y.right is not self.nil:
y = y.right
else:
y = x.parent
while x is y.left:
if y is self.root:
y = self.nil
break
x = y
y = y.parent
return y
cpdef RBNode predecessor(self, RBNode x):
"""Returns the predecessor of RBNode x, or None"""
cdef RBNode y = self.__predecessor(x)
return y if y is not self.nil else None
# Insertion
cpdef insert(self, RBNode z):
"""Insert RBNode z into RBTree and rebalance as necessary"""
z.left = self.nil
z.right = self.nil
cdef RBNode y = self.root
cdef RBNode x = self.root.left
while x is not self.nil:
y = x
if (x.start > z.start or (x.start == z.start and x.end > z.end)):
x = x.left
else:
x = x.right
z.parent = y
if (y is self.root or
(y.start > z.start or (y.start == z.start and y.end > z.end))):
y.left = z
else:
y.right = z
# relabel/rebalance
self.__insert_fixup(z)
cdef void __insert_fixup(self, RBNode x):
"""Rebalance/fix RBTree after a simple insertion of RBNode x"""
x.red = True
while x.parent.red:
if x.parent is x.parent.parent.left:
y = x.parent.parent.right
if y.red:
x.parent.red = False
y.red = False
x.parent.parent.red = True
x = x.parent.parent
else:
if x is x.parent.right:
x = x.parent
self.__rotate_left(x)
x.parent.red = False
x.parent.parent.red = True
self.__rotate_right(x.parent.parent)
else: # same as above, left/right switched
y = x.parent.parent.left
if y.red:
x.parent.red = False
y.red = False
x.parent.parent.red = True
x = x.parent.parent
else:
if x is x.parent.left:
x = x.parent
self.__rotate_right(x)
x.parent.red = False
x.parent.parent.red = True
self.__rotate_left(x.parent.parent)
self.root.left.red = False
# Deletion
cpdef delete(self, RBNode z):
if z.left is None or z.right is None:
raise AttributeError("you can only delete a node object "
+ "from the tree; use find() to get one")
cdef RBNode x, y
if z.left is self.nil or z.right is self.nil:
y = z
else:
y = self.__successor(z)
if y.left is self.nil:
x = y.right
else:
x = y.left
x.parent = y.parent
if x.parent is self.root:
self.root.left = x
else:
if y is y.parent.left:
y.parent.left = x
else:
y.parent.right = x
if y is not z:
# y is the node to splice out, x is its child
y.left = z.left
y.right = z.right
y.parent = z.parent
z.left.parent = y
z.right.parent = y
if z is z.parent.left:
z.parent.left = y
else:
z.parent.right = y
if not y.red:
y.red = z.red
self.__delete_fixup(x)
else:
y.red = z.red
else:
if not y.red:
self.__delete_fixup(x)
cdef void __delete_fixup(self, RBNode x):
"""Rebalance/fix RBTree after a deletion. RBNode x is the
child of the spliced out node."""
cdef RBNode rootLeft = self.root.left
while not x.red and x is not rootLeft:
if x is x.parent.left:
w = x.parent.right
if w.red:
w.red = False
x.parent.red = True
self.__rotate_left(x.parent)
w = x.parent.right
if not w.right.red and not w.left.red:
w.red = True
x = x.parent
else:
if not w.right.red:
w.left.red = False
w.red = True
self.__rotate_right(w)
w = x.parent.right
w.red = x.parent.red
x.parent.red = False
w.right.red = False
self.__rotate_left(x.parent)
x = rootLeft # exit loop
else: # same as above, left/right switched
w = x.parent.left
if w.red:
w.red = False
x.parent.red = True
self.__rotate_right(x.parent)
w = x.parent.left
if not w.left.red and not w.right.red:
w.red = True
x = x.parent
else:
if not w.left.red:
w.right.red = False
w.red = True
self.__rotate_left(w)
w = x.parent.left
w.red = x.parent.red
x.parent.red = False
w.left.red = False
self.__rotate_right(x.parent)
x = rootLeft # exit loop
x.red = False
# Walking, searching
def __iter__(self):
return self.inorder()
def inorder(self, RBNode x = None):
"""Generator that performs an inorder walk for the tree
rooted at RBNode x"""
if x is None:
x = self.getroot()
while x.left is not self.nil:
x = x.left
while x is not self.nil:
yield x
x = self.__successor(x)
cpdef RBNode find(self, double start, double end):
"""Return the node with exactly the given start and end."""
cdef RBNode x = self.getroot()
while x is not self.nil:
if start < x.start:
x = x.left
elif start == x.start:
if end == x.end:
break # found it
elif end < x.end:
x = x.left
else:
x = x.right
else:
x = x.right
return x if x is not self.nil else None
cpdef RBNode find_left_end(self, double t):
"""Find the leftmode node with end >= t. With non-overlapping
intervals, this is the first node that might overlap time t.
Note that this relies on non-overlapping intervals, since
it assumes that we can use the endpoints to traverse the
tree even though it was created using the start points."""
cdef RBNode x = self.getroot()
while x is not self.nil:
if t < x.end:
if x.left is self.nil:
break
x = x.left
elif t == x.end:
break
else:
if x.right is self.nil:
x = self.__successor(x)
break
x = x.right
return x if x is not self.nil else None
cpdef RBNode find_right_start(self, double t):
"""Find the rightmode node with start <= t. With non-overlapping
intervals, this is the last node that might overlap time t."""
cdef RBNode x = self.getroot()
while x is not self.nil:
if t < x.start:
if x.left is self.nil:
x = self.__predecessor(x)
break
x = x.left
elif t == x.start:
break
else:
if x.right is self.nil:
break
x = x.right
return x if x is not self.nil else None
# Intersections
def intersect(self, double start, double end):
"""Generator that returns nodes that overlap the given
(start,end) range. Assumes non-overlapping intervals."""
# Start with the leftmode node that ends after start
cdef RBNode n = self.find_left_end(start)
while n is not None:
if n.start >= end:
# this node starts after the requested end; we're done
break
if start < n.end:
# this node overlaps our requested area
yield n
n = self.successor(n)

View File

@@ -1 +0,0 @@
rbtree.pxd

View File

@@ -1,657 +0,0 @@
#include <Python.h>
#include <structmember.h>
#include <endian.h>
#include <ctype.h>
#include <stdint.h>
/* Values missing from stdint.h */
#define UINT8_MIN 0
#define UINT16_MIN 0
#define UINT32_MIN 0
#define UINT64_MIN 0
/* Marker values (if min == max, skip range check) */
#define FLOAT32_MIN 0
#define FLOAT32_MAX 0
#define FLOAT64_MIN 0
#define FLOAT64_MAX 0
typedef int64_t timestamp_t;
/* This code probably needs to be double-checked for the case where
sizeof(long) != 8, so enforce that here with something that will
fail at build time. We assume that the python integer type can
hold an int64_t. */
const static char __long_ok[1 - 2*!(sizeof(int64_t) ==
sizeof(long int))] = { 0 };
/* Somewhat arbitrary, just so we can use fixed sizes for strings
etc. */
static const int MAX_LAYOUT_COUNT = 128;
/* Error object and constants */
static PyObject *ParseError;
typedef enum {
ERR_OTHER,
ERR_NON_MONOTONIC,
ERR_OUT_OF_INTERVAL,
} parseerror_code_t;
static void add_parseerror_codes(PyObject *module)
{
PyModule_AddIntMacro(module, ERR_OTHER);
PyModule_AddIntMacro(module, ERR_NON_MONOTONIC);
PyModule_AddIntMacro(module, ERR_OUT_OF_INTERVAL);
}
/* Helpers to raise ParseErrors. Use "return raise_str(...)" etc. */
static PyObject *raise_str(int line, int col, int code, const char *string)
{
PyObject *o;
o = Py_BuildValue("(iiis)", line, col, code, string);
if (o != NULL) {
PyErr_SetObject(ParseError, o);
Py_DECREF(o);
}
return NULL;
}
static PyObject *raise_int(int line, int col, int code, int64_t num)
{
PyObject *o;
o = Py_BuildValue("(iiil)", line, col, code, num);
if (o != NULL) {
PyErr_SetObject(ParseError, o);
Py_DECREF(o);
}
return NULL;
}
/****
* Layout and type helpers
*/
typedef union {
int8_t i;
uint8_t u;
} union8_t;
typedef union {
int16_t i;
uint16_t u;
} union16_t;
typedef union {
int32_t i;
uint32_t u;
float f;
} union32_t;
typedef union {
int64_t i;
uint64_t u;
double d;
} union64_t;
typedef enum {
LAYOUT_TYPE_NONE,
LAYOUT_TYPE_INT8,
LAYOUT_TYPE_UINT8,
LAYOUT_TYPE_INT16,
LAYOUT_TYPE_UINT16,
LAYOUT_TYPE_INT32,
LAYOUT_TYPE_UINT32,
LAYOUT_TYPE_INT64,
LAYOUT_TYPE_UINT64,
LAYOUT_TYPE_FLOAT32,
LAYOUT_TYPE_FLOAT64,
} layout_type_t;
struct {
char *string;
layout_type_t layout;
int size;
} type_lookup[] = {
{ "int8", LAYOUT_TYPE_INT8, 1 },
{ "uint8", LAYOUT_TYPE_UINT8, 1 },
{ "int16", LAYOUT_TYPE_INT16, 2 },
{ "uint16", LAYOUT_TYPE_UINT16, 2 },
{ "int32", LAYOUT_TYPE_INT32, 4 },
{ "uint32", LAYOUT_TYPE_UINT32, 4 },
{ "int64", LAYOUT_TYPE_INT64, 8 },
{ "uint64", LAYOUT_TYPE_UINT64, 8 },
{ "float32", LAYOUT_TYPE_FLOAT32, 4 },
{ "float64", LAYOUT_TYPE_FLOAT64, 8 },
{ NULL }
};
/****
* Object definition, init, etc
*/
/* Rocket object */
typedef struct {
PyObject_HEAD
layout_type_t layout_type;
int layout_count;
int binary_size;
FILE *file;
int file_size;
} Rocket;
/* Dealloc / new */
static void Rocket_dealloc(Rocket *self)
{
if (self->file) {
fprintf(stderr, "rocket: file wasn't closed\n");
fclose(self->file);
self->file = NULL;
}
self->ob_type->tp_free((PyObject *)self);
}
static PyObject *Rocket_new(PyTypeObject *type, PyObject *args, PyObject *kwds)
{
Rocket *self;
self = (Rocket *)type->tp_alloc(type, 0);
if (!self)
return NULL;
self->layout_type = LAYOUT_TYPE_NONE;
self->layout_count = 0;
self->binary_size = 0;
self->file = NULL;
self->file_size = -1;
return (PyObject *)self;
}
/* .__init__(layout, file) */
static int Rocket_init(Rocket *self, PyObject *args, PyObject *kwds)
{
const char *layout, *path;
static char *kwlist[] = { "layout", "file", NULL };
if (!PyArg_ParseTupleAndKeywords(args, kwds, "sz", kwlist,
&layout, &path))
return -1;
if (!layout)
return -1;
if (path) {
if ((self->file = fopen(path, "a+b")) == NULL) {
PyErr_SetFromErrno(PyExc_OSError);
return -1;
}
self->file_size = -1;
} else {
self->file = NULL;
}
const char *under;
char *tmp;
under = strchr(layout, '_');
if (!under) {
PyErr_SetString(PyExc_ValueError, "no such layout: "
"badly formatted string");
return -1;
}
self->layout_count = strtoul(under+1, &tmp, 10);
if (self->layout_count < 1 || *tmp != '\0') {
PyErr_SetString(PyExc_ValueError, "no such layout: "
"bad count");
return -1;
}
if (self->layout_count >= MAX_LAYOUT_COUNT) {
PyErr_SetString(PyExc_ValueError, "no such layout: "
"count too high");
return -1;
}
int i;
for (i = 0; type_lookup[i].string; i++)
if (strncmp(layout, type_lookup[i].string, under-layout) == 0)
break;
if (!type_lookup[i].string) {
PyErr_SetString(PyExc_ValueError, "no such layout: "
"bad data type");
return -1;
}
self->layout_type = type_lookup[i].layout;
self->binary_size = 8 + (type_lookup[i].size * self->layout_count);
return 0;
}
/* .close() */
static PyObject *Rocket_close(Rocket *self)
{
if (self->file) {
fclose(self->file);
self->file = NULL;
}
Py_INCREF(Py_None);
return Py_None;
}
/* .file_size property */
static PyObject *Rocket_get_file_size(Rocket *self)
{
if (!self->file) {
PyErr_SetString(PyExc_AttributeError, "no file");
return NULL;
}
if (self->file_size < 0) {
int oldpos;
if (((oldpos = ftell(self->file)) < 0) ||
(fseek(self->file, 0, SEEK_END) < 0) ||
((self->file_size = ftell(self->file)) < 0) ||
(fseek(self->file, oldpos, SEEK_SET) < 0)) {
PyErr_SetFromErrno(PyExc_OSError);
return NULL;
}
}
return PyInt_FromLong(self->file_size);
}
/****
* Append from string
*/
static inline long int strtol10(const char *nptr, char **endptr) {
return strtol(nptr, endptr, 10);
}
static inline long int strtoul10(const char *nptr, char **endptr) {
return strtoul(nptr, endptr, 10);
}
/* .append_string(count, data, offset, linenum, start, end, last_timestamp) */
static PyObject *Rocket_append_string(Rocket *self, PyObject *args)
{
int count;
const char *data;
int offset;
const char *linestart;
int linenum;
timestamp_t start;
timestamp_t end;
timestamp_t last_timestamp;
int written = 0;
char *endptr;
union8_t t8;
union16_t t16;
union32_t t32;
union64_t t64;
int i;
/* It would be nice to use 't#' instead of 's' for data,
but we need the null termination for strto*. If we had
strnto* that took a length, we could use t# and not require
a copy. */
if (!PyArg_ParseTuple(args, "isiilll:append_string", &count,
&data, &offset, &linenum,
&start, &end, &last_timestamp))
return NULL;
/* Skip spaces, but don't skip over a newline. */
#define SKIP_BLANK(buf) do { \
while (isspace(*buf)) { \
if (*buf == '\n') \
break; \
buf++; \
} } while(0)
const char *buf = &data[offset];
while (written < count && *buf)
{
linestart = buf;
linenum++;
/* Skip leading whitespace and commented lines */
SKIP_BLANK(buf);
if (*buf == '#') {
while (*buf && *buf != '\n')
buf++;
if (*buf)
buf++;
continue;
}
/* Extract timestamp */
t64.i = strtoll(buf, &endptr, 10);
if (endptr == buf || !isspace(*endptr)) {
/* Try parsing as a double instead */
t64.d = strtod(buf, &endptr);
if (endptr == buf)
goto bad_timestamp;
if (!isspace(*endptr))
goto cant_parse_value;
t64.i = round(t64.d);
}
if (t64.i <= last_timestamp)
return raise_int(linenum, buf - linestart + 1,
ERR_NON_MONOTONIC, t64.i);
last_timestamp = t64.i;
if (t64.i < start || t64.i >= end)
return raise_int(linenum, buf - linestart + 1,
ERR_OUT_OF_INTERVAL, t64.i);
t64.u = le64toh(t64.u);
if (fwrite(&t64.u, 8, 1, self->file) != 1)
goto err;
buf = endptr;
/* Parse all values in the line */
switch (self->layout_type) {
#define CS(type, parsefunc, parsetype, realtype, disktype, letoh, bytes) \
case LAYOUT_TYPE_##type: \
/* parse and write in a loop */ \
for (i = 0; i < self->layout_count; i++) { \
/* skip non-newlines */ \
SKIP_BLANK(buf); \
if (*buf == '\n') \
goto wrong_number_of_values; \
/* parse number */ \
parsetype = parsefunc(buf, &endptr); \
if (*endptr && !isspace(*endptr)) \
goto cant_parse_value; \
/* check limits */ \
if (type##_MIN != type##_MAX && \
(parsetype < type##_MIN || \
parsetype > type##_MAX)) \
goto value_out_of_range; \
/* convert to disk representation */ \
realtype = parsetype; \
disktype = letoh(disktype); \
/* write it */ \
if (fwrite(&disktype, bytes, \
1, self->file) != 1) \
goto err; \
/* advance buf */ \
buf = endptr; \
} \
/* Skip trailing whitespace and comments */ \
SKIP_BLANK(buf); \
if (*buf == '#') \
while (*buf && *buf != '\n') \
buf++; \
if (*buf == '\n') \
buf++; \
else if (*buf != '\0') \
goto extra_data_on_line; \
break
CS(INT8, strtol10, t64.i, t8.i, t8.u, , 1);
CS(UINT8, strtoul10, t64.u, t8.u, t8.u, , 1);
CS(INT16, strtol10, t64.i, t16.i, t16.u, le16toh, 2);
CS(UINT16, strtoul10, t64.u, t16.u, t16.u, le16toh, 2);
CS(INT32, strtol10, t64.i, t32.i, t32.u, le32toh, 4);
CS(UINT32, strtoul10, t64.u, t32.u, t32.u, le32toh, 4);
CS(INT64, strtol10, t64.i, t64.i, t64.u, le64toh, 8);
CS(UINT64, strtoul10, t64.u, t64.u, t64.u, le64toh, 8);
CS(FLOAT32, strtod, t64.d, t32.f, t32.u, le32toh, 4);
CS(FLOAT64, strtod, t64.d, t64.d, t64.u, le64toh, 8);
#undef CS
default:
PyErr_SetString(PyExc_TypeError, "unknown type");
return NULL;
}
/* Done this line */
written++;
}
fflush(self->file);
/* Build return value and return */
offset = buf - data;
PyObject *o;
o = Py_BuildValue("(iili)", written, offset, last_timestamp, linenum);
return o;
err:
PyErr_SetFromErrno(PyExc_OSError);
return NULL;
bad_timestamp:
return raise_str(linenum, buf - linestart + 1,
ERR_OTHER, "bad timestamp");
cant_parse_value:
return raise_str(linenum, buf - linestart + 1,
ERR_OTHER, "can't parse value");
wrong_number_of_values:
return raise_str(linenum, buf - linestart + 1,
ERR_OTHER, "wrong number of values");
value_out_of_range:
return raise_str(linenum, buf - linestart + 1,
ERR_OTHER, "value out of range");
extra_data_on_line:
return raise_str(linenum, buf - linestart + 1,
ERR_OTHER, "extra data on line");
}
/****
* Extract to string
*/
static PyObject *Rocket_extract_string(Rocket *self, PyObject *args)
{
long count;
long offset;
if (!PyArg_ParseTuple(args, "ll", &offset, &count))
return NULL;
if (!self->file) {
PyErr_SetString(PyExc_Exception, "no file");
return NULL;
}
/* Seek to target location */
if (fseek(self->file, offset, SEEK_SET) < 0) {
PyErr_SetFromErrno(PyExc_OSError);
return NULL;
}
char *str = NULL, *new;
long len_alloc = 0;
long len = 0;
int ret;
/* min space free in string (and the maximum length of one
line); this is generous */
const int min_free = 32 * MAX_LAYOUT_COUNT;
/* how much to allocate at once */
const int alloc_size = 1048576;
int row, i;
union8_t t8;
union16_t t16;
union32_t t32;
union64_t t64;
for (row = 0; row < count; row++) {
/* Make sure there's space for a line */
if ((len_alloc - len) < min_free) {
/* grow by 1 meg at a time */
len_alloc += alloc_size;
new = realloc(str, len_alloc);
if (new == NULL)
goto err;
str = new;
}
/* Read and print timestamp */
if (fread(&t64.u, 8, 1, self->file) != 1)
goto err;
t64.u = le64toh(t64.u);
ret = sprintf(&str[len], "%ld", t64.i);
if (ret <= 0)
goto err;
len += ret;
/* Read and print values */
switch (self->layout_type) {
#define CASE(type, fmt, fmttype, disktype, letoh, bytes) \
case LAYOUT_TYPE_##type: \
/* read and format in a loop */ \
for (i = 0; i < self->layout_count; i++) { \
if (fread(&disktype, bytes, \
1, self->file) < 0) \
goto err; \
disktype = letoh(disktype); \
ret = sprintf(&str[len], " " fmt, \
fmttype); \
if (ret <= 0) \
goto err; \
len += ret; \
} \
break
CASE(INT8, "%hhd", t8.i, t8.u, , 1);
CASE(UINT8, "%hhu", t8.u, t8.u, , 1);
CASE(INT16, "%hd", t16.i, t16.u, le16toh, 2);
CASE(UINT16, "%hu", t16.u, t16.u, le16toh, 2);
CASE(INT32, "%d", t32.i, t32.u, le32toh, 4);
CASE(UINT32, "%u", t32.u, t32.u, le32toh, 4);
CASE(INT64, "%ld", t64.i, t64.u, le64toh, 8);
CASE(UINT64, "%lu", t64.u, t64.u, le64toh, 8);
/* These next two are a bit debatable. floats
are 6-9 significant figures, so we print 7.
Doubles are 15-19, so we print 17. This is
similar to the old prep format for float32.
*/
CASE(FLOAT32, "%.6e", t32.f, t32.u, le32toh, 4);
CASE(FLOAT64, "%.16e", t64.d, t64.u, le64toh, 8);
#undef CASE
default:
PyErr_SetString(PyExc_TypeError, "unknown type");
if (str) free(str);
return NULL;
}
str[len++] = '\n';
}
PyObject *pystr = PyString_FromStringAndSize(str, len);
free(str);
return pystr;
err:
if (str) free(str);
PyErr_SetFromErrno(PyExc_OSError);
return NULL;
}
/****
* Extract timestamp
*/
static PyObject *Rocket_extract_timestamp(Rocket *self, PyObject *args)
{
long offset;
union64_t t64;
if (!PyArg_ParseTuple(args, "l", &offset))
return NULL;
if (!self->file) {
PyErr_SetString(PyExc_Exception, "no file");
return NULL;
}
/* Seek to target location and read timestamp */
if ((fseek(self->file, offset, SEEK_SET) < 0) ||
(fread(&t64.u, 8, 1, self->file) != 1)) {
PyErr_SetFromErrno(PyExc_OSError);
return NULL;
}
/* Convert and return */
t64.u = le64toh(t64.u);
return Py_BuildValue("l", t64.i);
}
/****
* Module and type setup
*/
static PyGetSetDef Rocket_getsetters[] = {
{ "file_size", (getter)Rocket_get_file_size, NULL,
"file size in bytes", NULL },
{ NULL },
};
static PyMemberDef Rocket_members[] = {
{ "binary_size", T_INT, offsetof(Rocket, binary_size), 0,
"binary size per row" },
{ NULL },
};
static PyMethodDef Rocket_methods[] = {
{ "close", (PyCFunction)Rocket_close, METH_NOARGS,
"close(self)\n\n"
"Close file handle" },
{ "append_string", (PyCFunction)Rocket_append_string, METH_VARARGS,
"append_string(self, count, data, offset, line, start, end, ts)\n\n"
"Parse string and append data.\n"
"\n"
" count: maximum number of rows to add\n"
" data: string data\n"
" offset: byte offset into data to start parsing\n"
" line: current line number of data\n"
" start: starting timestamp for interval\n"
" end: end timestamp for interval\n"
" ts: last timestamp that was previously parsed\n"
"\n"
"Raises ParseError if timestamps are non-monotonic, outside\n"
"the start/end interval etc.\n"
"\n"
"On success, return a tuple with three values:\n"
" added_rows: how many rows were added from the file\n"
" data_offset: current offset into the data string\n"
" last_timestamp: last timestamp we parsed" },
{ "extract_string", (PyCFunction)Rocket_extract_string, METH_VARARGS,
"extract_string(self, offset, count)\n\n"
"Extract count rows of data from the file at offset offset.\n"
"Return an ascii formatted string according to the layout" },
{ "extract_timestamp",
(PyCFunction)Rocket_extract_timestamp, METH_VARARGS,
"extract_timestamp(self, offset)\n\n"
"Extract a single timestamp from the file" },
{ NULL },
};
static PyTypeObject RocketType = {
PyObject_HEAD_INIT(NULL)
.tp_name = "rocket.Rocket",
.tp_basicsize = sizeof(Rocket),
.tp_flags = Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE,
.tp_new = Rocket_new,
.tp_dealloc = (destructor)Rocket_dealloc,
.tp_init = (initproc)Rocket_init,
.tp_methods = Rocket_methods,
.tp_members = Rocket_members,
.tp_getset = Rocket_getsetters,
.tp_doc = ("rocket.Rocket(layout, file)\n\n"
"C implementation of the \"rocket\" data parsing\n"
"interface, which translates between the binary\n"
"format on disk and the ASCII or Python list\n"
"format used when communicating with the rest of\n"
"the system.")
};
static PyMethodDef module_methods[] = {
{ NULL },
};
PyMODINIT_FUNC
initrocket(void)
{
PyObject *module;
RocketType.tp_new = PyType_GenericNew;
if (PyType_Ready(&RocketType) < 0)
return;
module = Py_InitModule3("rocket", module_methods,
"Rocket data parsing and formatting module");
Py_INCREF(&RocketType);
PyModule_AddObject(module, "Rocket", (PyObject *)&RocketType);
ParseError = PyErr_NewException("rocket.ParseError", NULL, NULL);
Py_INCREF(ParseError);
PyModule_AddObject(module, "ParseError", ParseError);
add_parseerror_codes(module);
return;
}

View File

@@ -1,591 +0,0 @@
"""CherryPy-based server for accessing NILM database via HTTP"""
# Need absolute_import so that "import nilmdb" won't pull in
# nilmdb.py, but will pull the nilmdb module instead.
from __future__ import absolute_import
import nilmdb.server
from nilmdb.utils.printf import *
from nilmdb.server.errors import NilmDBError
from nilmdb.utils.time import string_to_timestamp
import cherrypy
import sys
import os
import simplejson as json
import decorator
import psutil
class NilmApp(object):
def __init__(self, db):
self.db = db
# Decorators
def chunked_response(func):
"""Decorator to enable chunked responses."""
# Set this to False to get better tracebacks from some requests
# (/stream/extract, /stream/intervals).
func._cp_config = { 'response.stream': True }
return func
def response_type(content_type):
"""Return a decorator-generating function that sets the
response type to the specified string."""
def wrapper(func, *args, **kwargs):
cherrypy.response.headers['Content-Type'] = content_type
return func(*args, **kwargs)
return decorator.decorator(wrapper)
@decorator.decorator
def workaround_cp_bug_1200(func, *args, **kwargs): # pragma: no cover
"""Decorator to work around CherryPy bug #1200 in a response
generator.
Even if chunked responses are disabled, LookupError or
UnicodeError exceptions may still be swallowed by CherryPy due to
bug #1200. This throws them as generic Exceptions instead so that
they make it through.
"""
exc_info = None
try:
for val in func(*args, **kwargs):
yield val
except (LookupError, UnicodeError):
# Re-raise it, but maintain the original traceback
exc_info = sys.exc_info()
new_exc = Exception(exc_info[0].__name__ + ": " + str(exc_info[1]))
raise new_exc, None, exc_info[2]
finally:
del exc_info
def exception_to_httperror(*expected):
"""Return a decorator-generating function that catches expected
errors and throws a HTTPError describing it instead.
@exception_to_httperror(NilmDBError, ValueError)
def foo():
pass
"""
def wrapper(func, *args, **kwargs):
exc_info = None
try:
return func(*args, **kwargs)
except expected:
# Re-raise it, but maintain the original traceback
exc_info = sys.exc_info()
new_exc = cherrypy.HTTPError("400 Bad Request", str(exc_info[1]))
raise new_exc, None, exc_info[2]
finally:
del exc_info
# We need to preserve the function's argspecs for CherryPy to
# handle argument errors correctly. Decorator.decorator takes
# care of that.
return decorator.decorator(wrapper)
# Custom CherryPy tools
def CORS_allow(methods):
"""This does several things:
Handles CORS preflight requests.
Adds Allow: header to all requests.
Raise 405 if request.method not in method.
It is similar to cherrypy.tools.allow, with the CORS stuff added.
"""
request = cherrypy.request.headers
response = cherrypy.response.headers
if not isinstance(methods, (tuple, list)): # pragma: no cover
methods = [ methods ]
methods = [ m.upper() for m in methods if m ]
if not methods: # pragma: no cover
methods = [ 'GET', 'HEAD' ]
elif 'GET' in methods and 'HEAD' not in methods: # pragma: no cover
methods.append('HEAD')
response['Allow'] = ', '.join(methods)
# Allow all origins
if 'Origin' in request:
response['Access-Control-Allow-Origin'] = request['Origin']
# If it's a CORS request, send response.
request_method = request.get("Access-Control-Request-Method", None)
request_headers = request.get("Access-Control-Request-Headers", None)
if (cherrypy.request.method == "OPTIONS" and
request_method and request_headers):
response['Access-Control-Allow-Headers'] = request_headers
response['Access-Control-Allow-Methods'] = ', '.join(methods)
# Try to stop further processing and return a 200 OK
cherrypy.response.status = "200 OK"
cherrypy.response.body = ""
cherrypy.request.handler = lambda: ""
return
# Reject methods that were not explicitly allowed
if cherrypy.request.method not in methods:
raise cherrypy.HTTPError(405)
cherrypy.tools.CORS_allow = cherrypy.Tool('on_start_resource', CORS_allow)
# Helper for json_in tool to process JSON data into normal request
# parameters.
def json_to_request_params(body):
cherrypy.lib.jsontools.json_processor(body)
if not isinstance(cherrypy.request.json, dict):
raise cherrypy.HTTPError(415)
cherrypy.request.params.update(cherrypy.request.json)
# CherryPy apps
class Root(NilmApp):
"""Root application for NILM database"""
def __init__(self, db):
super(Root, self).__init__(db)
# /
@cherrypy.expose
def index(self):
raise cherrypy.NotFound()
# /favicon.ico
@cherrypy.expose
def favicon_ico(self):
raise cherrypy.NotFound()
# /version
@cherrypy.expose
@cherrypy.tools.json_out()
def version(self):
return nilmdb.__version__
# /dbinfo
@cherrypy.expose
@cherrypy.tools.json_out()
def dbinfo(self):
"""Return a dictionary with the database path,
size of the database in bytes, and free disk space in bytes"""
path = self.db.get_basepath()
return { "path": path,
"size": nilmdb.utils.du(path),
"free": psutil.disk_usage(path).free }
class Stream(NilmApp):
"""Stream-specific operations"""
# /stream/list
# /stream/list?layout=float32_8
# /stream/list?path=/newton/prep&extended=1
@cherrypy.expose
@cherrypy.tools.json_out()
def list(self, path = None, layout = None, extended = None):
"""List all streams in the database. With optional path or
layout parameter, just list streams that match the given path
or layout.
If extent is not given, returns a list of lists containing
the path and layout: [ path, layout ]
If extended is provided, returns a list of lists containing
extended info: [ path, layout, extent_min, extent_max,
total_rows, total_seconds ]. More data may be added.
"""
return self.db.stream_list(path, layout, bool(extended))
# /stream/create?path=/newton/prep&layout=float32_8
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError, ValueError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def create(self, path, layout):
"""Create a new stream in the database. Provide path
and one of the nilmdb.layout.layouts keys.
"""
return self.db.stream_create(path, layout)
# /stream/destroy?path=/newton/prep
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def destroy(self, path):
"""Delete a stream and its associated data."""
return self.db.stream_destroy(path)
# /stream/rename?oldpath=/newton/prep&newpath=/newton/prep/1
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError, ValueError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def rename(self, oldpath, newpath):
"""Rename a stream."""
return self.db.stream_rename(oldpath, newpath)
# /stream/get_metadata?path=/newton/prep
# /stream/get_metadata?path=/newton/prep&key=foo&key=bar
@cherrypy.expose
@cherrypy.tools.json_out()
def get_metadata(self, path, key=None):
"""Get metadata for the named stream. If optional
key parameters are specified, only return metadata
matching the given keys."""
try:
data = self.db.stream_get_metadata(path)
except nilmdb.server.nilmdb.StreamError as e:
raise cherrypy.HTTPError("404 Not Found", e.message)
if key is None: # If no keys specified, return them all
key = data.keys()
elif not isinstance(key, list):
key = [ key ]
result = {}
for k in key:
if k in data:
result[k] = data[k]
else: # Return "None" for keys with no matching value
result[k] = None
return result
# Helper for set_metadata and get_metadata
def _metadata_helper(self, function, path, data):
if not isinstance(data, dict):
try:
data = dict(json.loads(data))
except TypeError as e:
raise NilmDBError("can't parse 'data' parameter: " + e.message)
for key in data:
if not (isinstance(data[key], basestring) or
isinstance(data[key], float) or
isinstance(data[key], int)):
raise NilmDBError("metadata values must be a string or number")
function(path, data)
# /stream/set_metadata?path=/newton/prep&data=<json>
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError, LookupError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def set_metadata(self, path, data):
"""Set metadata for the named stream, replacing any existing
metadata. Data can be json-encoded or a plain dictionary."""
self._metadata_helper(self.db.stream_set_metadata, path, data)
# /stream/update_metadata?path=/newton/prep&data=<json>
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError, LookupError, ValueError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def update_metadata(self, path, data):
"""Set metadata for the named stream, replacing any existing
metadata. Data can be json-encoded or a plain dictionary."""
self._metadata_helper(self.db.stream_update_metadata, path, data)
# /stream/insert?path=/newton/prep
@cherrypy.expose
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError, ValueError)
@cherrypy.tools.CORS_allow(methods = ["PUT"])
def insert(self, path, start, end):
"""
Insert new data into the database. Provide textual data
(matching the path's layout) as a HTTP PUT.
"""
# Important that we always read the input before throwing any
# errors, to keep lengths happy for persistent connections.
# Note that CherryPy 3.2.2 has a bug where this fails for GET
# requests, if we ever want to handle those (issue #1134)
body = cherrypy.request.body.read()
# Check path and get layout
streams = self.db.stream_list(path = path)
if len(streams) != 1:
raise cherrypy.HTTPError("404 Not Found", "No such stream")
# Check limits
start = string_to_timestamp(start)
end = string_to_timestamp(end)
if start >= end:
raise cherrypy.HTTPError("400 Bad Request",
"start must precede end")
# Pass the data directly to nilmdb, which will parse it and
# raise a ValueError if there are any problems.
self.db.stream_insert(path, start, end, body)
# Done
return
# /stream/remove?path=/newton/prep
# /stream/remove?path=/newton/prep&start=1234567890.0&end=1234567899.0
@cherrypy.expose
@cherrypy.tools.json_in()
@cherrypy.tools.json_out()
@exception_to_httperror(NilmDBError)
@cherrypy.tools.CORS_allow(methods = ["POST"])
def remove(self, path, start = None, end = None):
"""
Remove data from the backend database. Removes all data in
the interval [start, end). Returns the number of data points
removed.
"""
if start is not None:
start = string_to_timestamp(start)
if end is not None:
end = string_to_timestamp(end)
if start is not None and end is not None:
if start >= end:
raise cherrypy.HTTPError("400 Bad Request",
"start must precede end")
return self.db.stream_remove(path, start, end)
# /stream/intervals?path=/newton/prep
# /stream/intervals?path=/newton/prep&start=1234567890.0&end=1234567899.0
# /stream/intervals?path=/newton/prep&diffpath=/newton/prep2
@cherrypy.expose
@chunked_response
@response_type("application/x-json-stream")
def intervals(self, path, start = None, end = None, diffpath = None):
"""
Get intervals from backend database. Streams the resulting
intervals as JSON strings separated by CR LF pairs. This may
make multiple requests to the nilmdb backend to avoid causing
it to block for too long.
Returns intervals between 'start' and 'end' belonging to
'path'. If 'diff' is provided, the set-difference between
intervals in 'path' and intervals in 'diffpath' are
returned instead.
Note that the response type is the non-standard
'application/x-json-stream' for lack of a better option.
"""
if start is not None:
start = string_to_timestamp(start)
if end is not None:
end = string_to_timestamp(end)
if start is not None and end is not None:
if start >= end:
raise cherrypy.HTTPError("400 Bad Request",
"start must precede end")
if len(self.db.stream_list(path = path)) != 1:
raise cherrypy.HTTPError("404", "No such stream: " + path)
if diffpath and len(self.db.stream_list(path = diffpath)) != 1:
raise cherrypy.HTTPError("404", "No such stream: " + diffpath)
@workaround_cp_bug_1200
def content(start, end):
# Note: disable chunked responses to see tracebacks from here.
while True:
(ints, restart) = self.db.stream_intervals(path, start, end,
diffpath)
response = ''.join([ json.dumps(i) + "\r\n" for i in ints ])
yield response
if restart == 0:
break
start = restart
return content(start, end)
# /stream/extract?path=/newton/prep&start=1234567890.0&end=1234567899.0
@cherrypy.expose
@chunked_response
@response_type("text/plain")
def extract(self, path, start = None, end = None, count = False):
"""
Extract data from backend database. Streams the resulting
entries as ASCII text lines separated by newlines. This may
make multiple requests to the nilmdb backend to avoid causing
it to block for too long.
Add count=True to return a count rather than actual data.
"""
if start is not None:
start = string_to_timestamp(start)
if end is not None:
end = string_to_timestamp(end)
# Check parameters
if start is not None and end is not None:
if start >= end:
raise cherrypy.HTTPError("400 Bad Request",
"start must precede end")
# Check path and get layout
streams = self.db.stream_list(path = path)
if len(streams) != 1:
raise cherrypy.HTTPError("404 Not Found", "No such stream")
@workaround_cp_bug_1200
def content(start, end, count):
# Note: disable chunked responses to see tracebacks from here.
if count:
matched = self.db.stream_extract(path, start, end, count)
yield sprintf("%d\n", matched)
return
while True:
(data, restart) = self.db.stream_extract(path, start, end)
yield data
if restart == 0:
return
start = restart
return content(start, end, count)
class Exiter(object):
"""App that exits the server, for testing"""
@cherrypy.expose
def index(self):
cherrypy.response.headers['Content-Type'] = 'text/plain'
def content():
yield 'Exiting by request'
raise SystemExit
return content()
index._cp_config = { 'response.stream': True }
class Server(object):
def __init__(self, db, host = '127.0.0.1', port = 8080,
stoppable = False, # whether /exit URL exists
embedded = True, # hide diagnostics and output, etc
fast_shutdown = False, # don't wait for clients to disconn.
force_traceback = False # include traceback in all errors
):
# Save server version, just for verification during tests
self.version = nilmdb.__version__
self.embedded = embedded
self.db = db
if not getattr(db, "_thread_safe", None):
raise KeyError("Database object " + str(db) + " doesn't claim "
"to be thread safe. You should pass "
"nilmdb.utils.serializer_proxy(NilmDB)(args) "
"rather than NilmDB(args).")
# Build up global server configuration
cherrypy.config.update({
'server.socket_host': host,
'server.socket_port': port,
'engine.autoreload_on': False,
'server.max_request_body_size': 8*1024*1024,
})
if self.embedded:
cherrypy.config.update({ 'environment': 'embedded' })
# Build up application specific configuration
app_config = {}
app_config.update({
'error_page.default': self.json_error_page,
})
# Some default headers to just help identify that things are working
app_config.update({ 'response.headers.X-Jim-Is-Awesome': 'yeah' })
# Set up Cross-Origin Resource Sharing (CORS) handler so we
# can correctly respond to browsers' CORS preflight requests.
# This also limits verbs to GET and HEAD by default.
app_config.update({ 'tools.CORS_allow.on': True,
'tools.CORS_allow.methods': ['GET', 'HEAD'] })
# Configure the 'json_in' tool to also allow other content-types
# (like x-www-form-urlencoded), and to treat JSON as a dict that
# fills requests.param.
app_config.update({ 'tools.json_in.force': False,
'tools.json_in.processor': json_to_request_params })
# Send tracebacks in error responses. They're hidden by the
# error_page function for client errors (code 400-499).
app_config.update({ 'request.show_tracebacks' : True })
self.force_traceback = force_traceback
# Patch CherryPy error handler to never pad out error messages.
# This isn't necessary, but then again, neither is padding the
# error messages.
cherrypy._cperror._ie_friendly_error_sizes = {}
# Build up the application and mount it
root = Root(self.db)
root.stream = Stream(self.db)
if stoppable:
root.exit = Exiter()
cherrypy.tree.apps = {}
cherrypy.tree.mount(root, "/", config = { "/" : app_config })
# Shutdowns normally wait for clients to disconnect. To speed
# up tests, set fast_shutdown = True
if fast_shutdown:
# Setting timeout to 0 triggers os._exit(70) at shutdown, grr...
cherrypy.server.shutdown_timeout = 0.01
else:
cherrypy.server.shutdown_timeout = 5
def json_error_page(self, status, message, traceback, version):
"""Return a custom error page in JSON so the client can parse it"""
errordata = { "status" : status,
"message" : message,
"traceback" : traceback }
# Don't send a traceback if the error was 400-499 (client's fault)
try:
code = int(status.split()[0])
if not self.force_traceback:
if code >= 400 and code <= 499:
errordata["traceback"] = ""
except Exception: # pragma: no cover
pass
# Override the response type, which was previously set to text/html
cherrypy.serving.response.headers['Content-Type'] = (
"application/json;charset=utf-8" )
# Undo the HTML escaping that cherrypy's get_error_page function applies
# (cherrypy issue 1135)
for k, v in errordata.iteritems():
v = v.replace("&lt;","<")
v = v.replace("&gt;",">")
v = v.replace("&amp;","&")
errordata[k] = v
return json.dumps(errordata, separators=(',',':'))
def start(self, blocking = False, event = None):
if not self.embedded: # pragma: no cover
# Handle signals nicely
if hasattr(cherrypy.engine, "signal_handler"):
cherrypy.engine.signal_handler.subscribe()
if hasattr(cherrypy.engine, "console_control_handler"):
cherrypy.engine.console_control_handler.subscribe()
# Cherrypy stupidly calls os._exit(70) when it can't bind the
# port. At least try to print a reasonable error and continue
# in this case, rather than just dying silently (as we would
# otherwise do in embedded mode)
real_exit = os._exit
def fake_exit(code): # pragma: no cover
if code == os.EX_SOFTWARE:
fprintf(sys.stderr, "error: CherryPy called os._exit!\n")
else:
real_exit(code)
os._exit = fake_exit
cherrypy.engine.start()
os._exit = real_exit
# Signal that the engine has started successfully
if event is not None:
event.set()
if blocking:
try:
cherrypy.engine.wait(cherrypy.engine.states.EXITING,
interval = 0.1, channel = 'main')
except (KeyboardInterrupt, IOError): # pragma: no cover
cherrypy.engine.log('Keyboard Interrupt: shutting down bus')
cherrypy.engine.exit()
except SystemExit: # pragma: no cover
cherrypy.engine.log('SystemExit raised: shutting down bus')
cherrypy.engine.exit()
raise
def stop(self):
cherrypy.engine.exit()

View File

@@ -0,0 +1,46 @@
from nilmdb import Interval, IntervalSet, IntervalError, FileInterval
from datetime import datetime
from nose.tools import assert_raises
from test_interval import iset
def fiset(string):
"""Like iset, but builds with FileIntervals instead of Intervals"""
iset = IntervalSet()
for i, c in enumerate(string):
day = datetime.strptime("{0:04d}".format(i+2000), "%Y")
if (c == "["):
start = day
elif (c == "|"):
iset += FileInterval(start, day, "test.dat")
start = day
elif (c == "]"):
iset += FileInterval(start, day, "test.dat")
del start
return iset
def test_fileinterval_vs_interval():
"""Test FileInterval/Interval inheritance"""
i = iset("[--]")
f = fiset("[--]")
# check types
assert(isinstance(i[0], Interval))
assert(not isinstance(i[0], FileInterval))
assert(isinstance(f[0], Interval))
assert(isinstance(f[0], FileInterval))
# when doing an intersection, result should be a subset of the first arg
u = (i & f)
assert(isinstance(u[0], Interval))
assert(not isinstance(u[0], FileInterval))
u = (f & i)
assert(isinstance(u[0], Interval))
assert(isinstance(u[0], FileInterval))
# they're still the same though
assert(i == f == u)
# just for coverage
assert_raises(IntervalError, fiset("[]")[0].subset, f[0].start, f[0].end)

189
nilmdb/test_interval.py Normal file
View File

@@ -0,0 +1,189 @@
from nilmdb import Interval, IntervalSet, IntervalError
from datetime import datetime
from nose.tools import assert_raises
import itertools
def test_interval():
"""Test the Interval class"""
d1 = datetime.strptime("19801205","%Y%m%d")
d2 = datetime.strptime("19900216","%Y%m%d")
d3 = datetime.strptime("20111205","%Y%m%d")
# basic construction
i = Interval(d1, d1)
i = Interval(d1, d3)
assert(i.start == d1)
assert(i.end == d3)
# assignment should work
i.start = d2
try:
i.end = d1
raise Exception("should have died there")
except IntervalError:
pass
i.start = d1
i.end = d2
# end before start
assert_raises(IntervalError, Interval, d3, d1)
# wrong type
assert_raises(IntervalError, Interval, 1, 2)
# compare
assert(Interval(d1, d2) == Interval(d1, d2))
assert(Interval(d1, d2) < Interval(d1, d3))
assert(Interval(d1, d3) > Interval(d1, d2))
assert(Interval(d1, d2) < Interval(d2, d3))
assert(Interval(d1, d3) < Interval(d2, d3))
assert(Interval(d2, d2) > Interval(d1, d3))
assert(Interval(d3, d3) == Interval(d3, d3))
assert_raises(TypeError, cmp, i, 123)
# subset
assert(Interval(d1, d3).subset(d1, d2) == Interval(d1, d2))
assert_raises(IntervalError, Interval(d2, d3).subset, d1, d2)
# append
assert(Interval(d1, d2).is_adjacent(Interval(d2,d3)))
assert(Interval(d2, d3).is_adjacent(Interval(d1,d2)))
assert(not Interval(d2, d3).is_adjacent(Interval(d1,d3)))
assert_raises(TypeError, Interval(d1, d2).is_adjacent, 1)
# misc
assert(repr(i) == repr(eval(repr(i).replace("datetime.",""))))
assert(str(i) == "[1980-12-05 00:00:00 -> 1990-02-16 00:00:00]")
def test_interval_intersect():
"""Test Interval intersections"""
dates = [ datetime.strptime(year, "%y") for year in [ "00", "01", "02", "03" ] ]
perm = list(itertools.permutations(dates, 2))
prod = list(itertools.product(perm, perm))
should_intersect = {
False: [4, 5, 8, 20, 48, 56, 60, 96, 97, 100],
True: [0, 1, 2, 12, 13, 14, 16, 17, 24, 25, 26, 28, 29,
32, 49, 50, 52, 53, 61, 62, 64, 65, 68, 98, 101, 104]}
for i,((a,b),(c,d)) in enumerate(prod):
try:
i1 = Interval(a, b)
i2 = Interval(c, d)
assert(i1.intersects(i2) == i2.intersects(i1))
assert(i in should_intersect[i1.intersects(i2)])
except IntervalError:
assert(i not in should_intersect[True] and
i not in should_intersect[False])
assert_raises(TypeError, i1.intersects, 1234)
def test_intervalset_construct():
"""Test interval set construction"""
dates = [ datetime.strptime(year, "%y") for year in [ "00", "01", "02", "03" ]]
a = Interval(dates[0], dates[1])
b = Interval(dates[1], dates[2])
c = Interval(dates[0], dates[2])
d = Interval(dates[2], dates[3])
iseta = IntervalSet(a)
isetb = IntervalSet([a, b])
isetc = IntervalSet([a])
assert(iseta != isetb)
assert(iseta == isetc)
assert(iseta != 3)
assert(IntervalSet(a) != IntervalSet(b))
print iseta == None
assert_raises(TypeError, cmp, iseta, isetb)
assert_raises(IntervalError, IntervalSet, [a, b, c])
assert_raises(TypeError, IntervalSet, [1, 2])
iset = IntervalSet(isetb) # test iterator
assert(iset == isetb)
assert(len(iset) == 2)
assert(len(IntervalSet()) == 0)
# Test adding
iset = IntervalSet(a)
iset += IntervalSet(b)
assert(iset == IntervalSet([a, b]))
iset = IntervalSet(a)
iset += b
assert(iset == IntervalSet([a, b]))
iset = IntervalSet(a) + IntervalSet(b)
assert(iset == IntervalSet([a, b]))
iset = IntervalSet(b) + a
assert(iset == IntervalSet([a, b]))
# A set consisting of [0-1],[1-2] should match a set consisting of [0-2]
assert(IntervalSet([a,b]) == IntervalSet([c]))
# Etc
assert(IntervalSet([a,d]) != IntervalSet([c]))
assert(IntervalSet([c]) != IntervalSet([a,d]))
assert(IntervalSet([c,d]) != IntervalSet([b,d]))
# misc
assert(repr(iset) == repr(eval(repr(iset).replace("datetime.",""))))
def iset(string):
"""Build an IntervalSet from a string, for testing purposes
Each character is a year
[ = interval start
| = interval end + adjacent start
] = interval end
anything else is ignored
"""
iset = IntervalSet()
for i, c in enumerate(string):
day = datetime.strptime("{0:04d}".format(i+2000), "%Y")
if (c == "["):
start = day
elif (c == "|"):
iset += Interval(start, day)
start = day
elif (c == "]"):
iset += Interval(start, day)
del start
return iset
def test_intervalset_iset():
"""Test basic iset construction"""
assert(iset(" [----] ") ==
iset(" [-|--] "))
assert(iset("[] [--] ") +
iset(" [] [--]") ==
iset("[|] [-----]"))
def test_intervalset_intsersect():
"""Test intersection (&)"""
assert_raises(TypeError, iset("[--]").__and__, 1234)
assert(iset("[---------]") &
iset(" [---] ") ==
iset(" [---] "))
assert(iset(" [---] ") &
iset("[---------]") ==
iset(" [---] "))
assert(iset(" [-----]") &
iset(" [-----] ") ==
iset(" [--] "))
assert(iset(" [---]") &
iset(" [--] ") ==
iset(" "))
assert(iset(" [-|---]") &
iset(" [-----|-] ") ==
iset(" [----] "))
assert(iset(" [-|-] ") &
iset(" [-|--|--] ") ==
iset(" [---] "))
assert(iset(" [----][--]") &
iset("[-] [--] []") ==
iset(" [] [-] []"))

View File

@@ -1,13 +0,0 @@
"""NilmDB utilities"""
from nilmdb.utils.timer import Timer
from nilmdb.utils.iteratorizer import Iteratorizer
from nilmdb.utils.serializer import serializer_proxy
from nilmdb.utils.lrucache import lru_cache
from nilmdb.utils.diskusage import du, human_size
from nilmdb.utils.mustclose import must_close
from nilmdb.utils import atomic
import nilmdb.utils.threadsafety
import nilmdb.utils.fallocate
import nilmdb.utils.time
import nilmdb.utils.iterator

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@@ -1,26 +0,0 @@
# Atomic file writing helper.
import os
def replace_file(filename, content):
"""Attempt to atomically and durably replace the filename with the
given contents. This is intended to be 'pretty good on most
OSes', but not necessarily bulletproof."""
newfilename = filename + ".new"
# Write to new file, flush it
with open(newfilename, "wb") as f:
f.write(content)
f.flush()
os.fsync(f.fileno())
# Move new file over old one
try:
os.rename(newfilename, filename)
except OSError: # pragma: no cover
# Some OSes might not support renaming over an existing file.
# This is definitely NOT atomic!
os.remove(filename)
os.rename(newfilename, filename)

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@@ -1,710 +0,0 @@
#!/usr/bin/python
#
# Copyright 2009 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
#
# Disable the invalid name warning as we are inheriting from a standard library
# object.
# pylint: disable-msg=C6409,W0212
"""A version of the datetime module which *cares* about timezones.
This module will never return a naive datetime object. This requires the module
know your local timezone, which it tries really hard to figure out.
You can override the detection by using the datetime.tzaware.defaulttz_set
method. It the module is unable to figure out the timezone itself this method
*must* be called before the normal module is imported. If done before importing
it can also speed up the time taken to import as the defaulttz will no longer
try and do the detection.
"""
__author__ = "tansell@google.com (Tim Ansell)"
import calendar
import datetime
import os
import os.path
import re
import time
import warnings
import dateutil.parser
import dateutil.relativedelta
import dateutil.tz
import pytz
import pytz_abbr
try:
# pylint: disable-msg=C6204
import functools
except ImportError, e:
class functools(object):
"""Fake replacement for a full functools."""
# pylint: disable-msg=W0613
@staticmethod
def wraps(f, *args, **kw):
return f
# Need to patch pytz.utc to have a _utcoffset so you can normalize/localize
# using it.
pytz.utc._utcoffset = datetime.timedelta()
timedelta = datetime.timedelta
def _tzinfome(tzinfo):
"""Gets a tzinfo object from a string.
Args:
tzinfo: A string (or string like) object, or a datetime.tzinfo object.
Returns:
An datetime.tzinfo object.
Raises:
UnknownTimeZoneError: If the timezone given can't be decoded.
"""
if not isinstance(tzinfo, datetime.tzinfo):
try:
tzinfo = pytz.timezone(tzinfo)
except AttributeError:
raise pytz.UnknownTimeZoneError("Unknown timezone! %s" % tzinfo)
return tzinfo
# Our "local" timezone
_localtz = None
def localtz():
"""Get the local timezone.
Returns:
The localtime timezone as a tzinfo object.
"""
# pylint: disable-msg=W0603
global _localtz
if _localtz is None:
_localtz = detect_timezone()
return _localtz
def localtz_set(timezone):
"""Set the local timezone."""
# pylint: disable-msg=W0603
global _localtz
_localtz = _tzinfome(timezone)
def detect_timezone():
"""Try and detect the timezone that Python is currently running in.
We have a bunch of different methods for trying to figure this out (listed in
order they are attempted).
* Try TZ environment variable.
* Try and find /etc/timezone file (with timezone name).
* Try and find /etc/localtime file (with timezone data).
* Try and match a TZ to the current dst/offset/shortname.
Returns:
The detected local timezone as a tzinfo object
Raises:
pytz.UnknownTimeZoneError: If it was unable to detect a timezone.
"""
# First we try the TZ variable
tz = _detect_timezone_environ()
if tz is not None:
return tz
# Second we try /etc/timezone and use the value in that
tz = _detect_timezone_etc_timezone()
if tz is not None:
return tz
# Next we try and see if something matches the tzinfo in /etc/localtime
tz = _detect_timezone_etc_localtime()
if tz is not None:
return tz
# Next we try and use a similiar method to what PHP does.
# We first try to search on time.tzname, time.timezone, time.daylight to
# match a pytz zone.
warnings.warn("Had to fall back to worst detection method (the 'PHP' "
"method).")
tz = _detect_timezone_php()
if tz is not None:
return tz
raise pytz.UnknownTimeZoneError("Unable to detect your timezone!")
def _detect_timezone_environ():
if "TZ" in os.environ:
try:
return pytz.timezone(os.environ["TZ"])
except (IOError, pytz.UnknownTimeZoneError):
warnings.warn("You provided a TZ environment value (%r) we did not "
"understand!" % os.environ["TZ"])
def _detect_timezone_etc_timezone():
if os.path.exists("/etc/timezone"):
try:
tz = file("/etc/timezone").read().strip()
try:
return pytz.timezone(tz)
except (IOError, pytz.UnknownTimeZoneError), ei:
warnings.warn("Your /etc/timezone file references a timezone (%r) that"
" is not valid (%r)." % (tz, ei))
# Problem reading the /etc/timezone file
except IOError, eo:
warnings.warn("Could not access your /etc/timezone file: %s" % eo)
def _detect_timezone_etc_localtime():
matches = []
if os.path.exists("/etc/localtime"):
localtime = pytz.tzfile.build_tzinfo("/etc/localtime",
file("/etc/localtime"))
# See if we can find a "Human Name" for this..
for tzname in pytz.all_timezones:
tz = _tzinfome(tzname)
if dir(tz) != dir(localtime):
continue
for attrib in dir(tz):
# Ignore functions and specials
if callable(getattr(tz, attrib)) or attrib.startswith("__"):
continue
# This will always be different
if attrib == "zone" or attrib == "_tzinfos":
continue
if getattr(tz, attrib) != getattr(localtime, attrib):
break
# We get here iff break didn't happen, i.e. no meaningful attributes
# differ between tz and localtime
else:
matches.append(tzname)
if len(matches) == 1:
return _tzinfome(matches[0])
else:
# Warn the person about this!
warning = "Could not get a human name for your timezone: "
if len(matches) > 1:
warning += ("We detected multiple matches for your /etc/localtime. "
"(Matches where %s)" % matches)
return _tzinfome(matches[0])
else:
warning += "We detected no matches for your /etc/localtime."
warnings.warn(warning)
# Register /etc/localtime as the timezone loaded.
pytz._tzinfo_cache['/etc/localtime'] = localtime
return localtime
def _detect_timezone_php():
tomatch = (time.tzname[0], time.timezone, time.daylight)
now = datetime.datetime.now()
matches = []
for tzname in pytz.all_timezones:
try:
tz = pytz.timezone(tzname)
except IOError:
continue
try:
indst = tz.localize(now).timetuple()[-1]
if tomatch == (tz._tzname, -tz._utcoffset.seconds, indst):
matches.append(tzname)
# pylint: disable-msg=W0704
except AttributeError:
pass
if len(matches) > 1:
warnings.warn("We detected multiple matches for the timezone, choosing "
"the first %s. (Matches where %s)" % (matches[0], matches))
return pytz.timezone(matches[0])
class datetime_tz(datetime.datetime):
"""An extension of the inbuilt datetime adding more functionality.
The extra functionality includes:
* Partial parsing support (IE 2006/02/30 matches %Y/%M/%D %H:%M)
* Full integration with pytz (just give it the string of the timezone!)
* Proper support for going to/from Unix timestamps (which are in UTC!).
"""
__slots__ = ["is_dst"]
def __new__(cls, *args, **kw):
args = list(args)
if not args:
raise TypeError("Not enough arguments given.")
# See if we are given a tzinfo object...
tzinfo = None
if isinstance(args[-1], (datetime.tzinfo, basestring)):
tzinfo = _tzinfome(args.pop(-1))
elif kw.get("tzinfo", None) is not None:
tzinfo = _tzinfome(kw.pop("tzinfo"))
# Create a datetime object if we don't have one
if isinstance(args[0], datetime.datetime):
# Convert the datetime instance to a datetime object.
newargs = (list(args[0].timetuple()[0:6]) +
[args[0].microsecond, args[0].tzinfo])
dt = datetime.datetime(*newargs)
if tzinfo is None and dt.tzinfo is None:
raise TypeError("Must specify a timezone!")
if tzinfo is not None and dt.tzinfo is not None:
raise TypeError("Can not give a timezone with timezone aware"
" datetime object! (Use localize.)")
else:
dt = datetime.datetime(*args, **kw)
if dt.tzinfo is not None:
# Re-normalize the dt object
dt = dt.tzinfo.normalize(dt)
else:
if tzinfo is None:
tzinfo = localtz()
try:
dt = tzinfo.localize(dt, is_dst=None)
except pytz.AmbiguousTimeError:
is_dst = None
if "is_dst" in kw:
is_dst = kw.pop("is_dst")
try:
dt = tzinfo.localize(dt, is_dst)
except IndexError:
raise pytz.AmbiguousTimeError("No such time exists!")
newargs = list(dt.timetuple()[0:6])+[dt.microsecond, dt.tzinfo]
obj = datetime.datetime.__new__(cls, *newargs)
obj.is_dst = obj.dst() != datetime.timedelta(0)
return obj
def asdatetime(self, naive=True):
"""Return this datetime_tz as a datetime object.
Args:
naive: Return *without* any tz info.
Returns:
This datetime_tz as a datetime object.
"""
args = list(self.timetuple()[0:6])+[self.microsecond]
if not naive:
args.append(self.tzinfo)
return datetime.datetime(*args)
def asdate(self):
"""Return this datetime_tz as a date object.
Returns:
This datetime_tz as a date object.
"""
return datetime.date(self.year, self.month, self.day)
def totimestamp(self):
"""Convert this datetime object back to a unix timestamp.
The Unix epoch is the time 00:00:00 UTC on January 1, 1970.
Returns:
Unix timestamp.
"""
return calendar.timegm(self.utctimetuple())+1e-6*self.microsecond
def astimezone(self, tzinfo):
"""Returns a version of this timestamp converted to the given timezone.
Args:
tzinfo: Either a datetime.tzinfo object or a string (which will be looked
up in pytz.
Returns:
A datetime_tz object in the given timezone.
"""
# Assert we are not a naive datetime object
assert self.tzinfo is not None
tzinfo = _tzinfome(tzinfo)
d = self.asdatetime(naive=False).astimezone(tzinfo)
return datetime_tz(d)
# pylint: disable-msg=C6113
def replace(self, **kw):
"""Return datetime with new specified fields given as arguments.
For example, dt.replace(days=4) would return a new datetime_tz object with
exactly the same as dt but with the days attribute equal to 4.
Any attribute can be replaced, but tzinfo can not be set to None.
Args:
Any datetime_tz attribute.
Returns:
A datetime_tz object with the attributes replaced.
Raises:
TypeError: If the given replacement is invalid.
"""
if "tzinfo" in kw:
if kw["tzinfo"] is None:
raise TypeError("Can not remove the timezone use asdatetime()")
is_dst = None
if "is_dst" in kw:
is_dst = kw["is_dst"]
del kw["is_dst"]
else:
# Use our own DST setting..
is_dst = self.is_dst
replaced = self.asdatetime().replace(**kw)
return datetime_tz(replaced, tzinfo=self.tzinfo.zone, is_dst=is_dst)
# pylint: disable-msg=C6310
@classmethod
def smartparse(cls, toparse, tzinfo=None):
"""Method which uses dateutil.parse and extras to try and parse the string.
Valid dates are found at:
http://labix.org/python-dateutil#head-1443e0f14ad5dff07efd465e080d1110920673d8-2
Other valid formats include:
"now" or "today"
"yesterday"
"tommorrow"
"5 minutes ago"
"10 hours ago"
"10h5m ago"
"start of yesterday"
"end of tommorrow"
"end of 3rd of March"
Args:
toparse: The string to parse.
tzinfo: Timezone for the resultant datetime_tz object should be in.
(Defaults to your local timezone.)
Returns:
New datetime_tz object.
Raises:
ValueError: If unable to make sense of the input.
"""
# Default for empty fields are:
# year/month/day == now
# hour/minute/second/microsecond == 0
toparse = toparse.strip()
if tzinfo is None:
dt = cls.now()
else:
dt = cls.now(tzinfo)
default = dt.replace(hour=0, minute=0, second=0, microsecond=0)
# Remove "start of " and "end of " prefix in the string
if toparse.lower().startswith("end of "):
toparse = toparse[7:].strip()
dt += datetime.timedelta(days=1)
dt = dt.replace(hour=0, minute=0, second=0, microsecond=0)
dt -= datetime.timedelta(microseconds=1)
default = dt
elif toparse.lower().startswith("start of "):
toparse = toparse[9:].strip()
dt = dt.replace(hour=0, minute=0, second=0, microsecond=0)
default = dt
# Handle strings with "now", "today", "yesterday", "tomorrow" and "ago".
# Need to use lowercase
toparselower = toparse.lower()
if toparselower in ["now", "today"]:
pass
elif toparselower == "yesterday":
dt -= datetime.timedelta(days=1)
elif toparselower == "tommorrow":
dt += datetime.timedelta(days=1)
elif "ago" in toparselower:
# Remove the "ago" bit
toparselower = toparselower[:-3]
# Replace all "a day and an hour" with "1 day 1 hour"
toparselower = toparselower.replace("a ", "1 ")
toparselower = toparselower.replace("an ", "1 ")
toparselower = toparselower.replace(" and ", " ")
# Match the following
# 1 hour ago
# 1h ago
# 1 h ago
# 1 hour ago
# 2 hours ago
# Same with minutes, seconds, etc.
tocheck = ("seconds", "minutes", "hours", "days", "weeks", "months",
"years")
result = {}
for match in re.finditer("([0-9]+)([^0-9]*)", toparselower):
amount = int(match.group(1))
unit = match.group(2).strip()
for bit in tocheck:
regex = "^([%s]|((%s)s?))$" % (
bit[0], bit[:-1])
bitmatch = re.search(regex, unit)
if bitmatch:
result[bit] = amount
break
else:
raise ValueError("Was not able to parse date unit %r!" % unit)
delta = dateutil.relativedelta.relativedelta(**result)
dt -= delta
else:
# Handle strings with normal datetime format, use original case.
dt = dateutil.parser.parse(toparse, default=default.asdatetime(),
tzinfos=pytz_abbr.tzinfos)
if dt is None:
raise ValueError("Was not able to parse date!")
if dt.tzinfo is pytz_abbr.unknown:
dt = dt.replace(tzinfo=None)
if dt.tzinfo is None:
if tzinfo is None:
tzinfo = localtz()
dt = cls(dt, tzinfo)
else:
if isinstance(dt.tzinfo, pytz_abbr.tzabbr):
abbr = dt.tzinfo
dt = dt.replace(tzinfo=None)
dt = cls(dt, abbr.zone, is_dst=abbr.dst)
dt = cls(dt)
return dt
@classmethod
def utcfromtimestamp(cls, timestamp):
"""Returns a datetime object of a given timestamp (in UTC)."""
obj = datetime.datetime.utcfromtimestamp(timestamp)
obj = pytz.utc.localize(obj)
return cls(obj)
@classmethod
def fromtimestamp(cls, timestamp):
"""Returns a datetime object of a given timestamp (in local tz)."""
d = cls.utcfromtimestamp(timestamp)
return d.astimezone(localtz())
@classmethod
def utcnow(cls):
"""Return a new datetime representing UTC day and time."""
obj = datetime.datetime.utcnow()
obj = cls(obj, tzinfo=pytz.utc)
return obj
@classmethod
def now(cls, tzinfo=None):
"""[tz] -> new datetime with tz's local day and time."""
obj = cls.utcnow()
if tzinfo is None:
tzinfo = localtz()
return obj.astimezone(tzinfo)
today = now
@staticmethod
def fromordinal(ordinal):
raise SyntaxError("Not enough information to create a datetime_tz object "
"from an ordinal. Please use datetime.date.fromordinal")
class iterate(object):
"""Helpful iterators for working with datetime_tz objects."""
@staticmethod
def between(start, delta, end=None):
"""Return an iterator between this date till given end point.
Example usage:
>>> d = datetime_tz.smartparse("5 days ago")
2008/05/12 11:45
>>> for i in d.between(timedelta(days=1), datetime_tz.now()):
>>> print i
2008/05/12 11:45
2008/05/13 11:45
2008/05/14 11:45
2008/05/15 11:45
2008/05/16 11:45
Args:
start: The date to start at.
delta: The interval to iterate with.
end: (Optional) Date to end at. If not given the iterator will never
terminate.
Yields:
datetime_tz objects.
"""
toyield = start
while end is None or toyield < end:
yield toyield
toyield += delta
@staticmethod
def weeks(start, end=None):
"""Iterate over the weeks between the given datetime_tzs.
Args:
start: datetime_tz to start from.
end: (Optional) Date to end at, if not given the iterator will never
terminate.
Returns:
An iterator which generates datetime_tz objects a week apart.
"""
return iterate.between(start, datetime.timedelta(days=7), end)
@staticmethod
def days(start, end=None):
"""Iterate over the days between the given datetime_tzs.
Args:
start: datetime_tz to start from.
end: (Optional) Date to end at, if not given the iterator will never
terminate.
Returns:
An iterator which generates datetime_tz objects a day apart.
"""
return iterate.between(start, datetime.timedelta(days=1), end)
@staticmethod
def hours(start, end=None):
"""Iterate over the hours between the given datetime_tzs.
Args:
start: datetime_tz to start from.
end: (Optional) Date to end at, if not given the iterator will never
terminate.
Returns:
An iterator which generates datetime_tz objects a hour apart.
"""
return iterate.between(start, datetime.timedelta(hours=1), end)
@staticmethod
def minutes(start, end=None):
"""Iterate over the minutes between the given datetime_tzs.
Args:
start: datetime_tz to start from.
end: (Optional) Date to end at, if not given the iterator will never
terminate.
Returns:
An iterator which generates datetime_tz objects a minute apart.
"""
return iterate.between(start, datetime.timedelta(minutes=1), end)
@staticmethod
def seconds(start, end=None):
"""Iterate over the seconds between the given datetime_tzs.
Args:
start: datetime_tz to start from.
end: (Optional) Date to end at, if not given the iterator will never
terminate.
Returns:
An iterator which generates datetime_tz objects a second apart.
"""
return iterate.between(start, datetime.timedelta(minutes=1), end)
def _wrap_method(name):
"""Wrap a method.
Patch a method which might return a datetime.datetime to return a
datetime_tz.datetime_tz instead.
Args:
name: The name of the method to patch
"""
method = getattr(datetime.datetime, name)
# Have to give the second argument as method has no __module__ option.
@functools.wraps(method, ("__name__", "__doc__"), ())
def wrapper(*args, **kw):
r = method(*args, **kw)
if isinstance(r, datetime.datetime) and not isinstance(r, datetime_tz):
r = datetime_tz(r)
return r
setattr(datetime_tz, name, wrapper)
for methodname in ["__add__", "__radd__", "__rsub__", "__sub__", "combine"]:
# Make sure we have not already got an override for this method
assert methodname not in datetime_tz.__dict__
_wrap_method(methodname)
__all__ = ['datetime_tz', 'detect_timezone', 'iterate', 'localtz',
'localtz_set', 'timedelta', '_detect_timezone_environ',
'_detect_timezone_etc_localtime', '_detect_timezone_etc_timezone',
'_detect_timezone_php']

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@@ -1,230 +0,0 @@
#!/usr/bin/python2.4
# -*- coding: utf-8 -*-
#
# Copyright 2010 Google Inc. All Rights Reserved.
#
"""
Common time zone acronyms/abbreviations for use with the datetime_tz module.
*WARNING*: There are lots of caveats when using this module which are listed
below.
CAVEAT 1: The acronyms/abbreviations are not globally unique, they are not even
unique within a region. For example, EST can mean any of,
Eastern Standard Time in Australia (which is 10 hour ahead of UTC)
Eastern Standard Time in North America (which is 5 hours behind UTC)
Where there are two abbreviations the more popular one will appear in the all
dictionary, while the less common one will only appear in that countries region
dictionary. IE If using all, EST will be mapped to Eastern Standard Time in
North America.
CAVEAT 2: Many of the acronyms don't map to a neat Oslon timezones. For example,
Eastern European Summer Time (EEDT) is used by many different countries in
Europe *at different times*! If the acronym does not map neatly to one zone it
is mapped to the Etc/GMT+-XX Oslon zone. This means that any date manipulations
can end up with idiot things like summer time in the middle of winter.
CAVEAT 3: The Summer/Standard time difference is really important! For an hour
each year it is needed to determine which time you are actually talking about.
2002-10-27 01:20:00 EST != 2002-10-27 01:20:00 EDT
"""
import datetime
import pytz
import pytz.tzfile
class tzabbr(datetime.tzinfo):
"""A timezone abbreviation.
*WARNING*: This is not a tzinfo implementation! Trying to use this as tzinfo
object will result in failure. We inherit from datetime.tzinfo so we can get
through the dateutil checks.
"""
pass
# A "marker" tzinfo object which is used to signify an unknown timezone.
unknown = datetime.tzinfo(0)
regions = {'all': {}, 'military': {}}
# Create a special alias for the all and military regions
all = regions['all']
military = regions['military']
def tzabbr_register(abbr, name, region, zone, dst):
"""Register a new timezone abbreviation in the global registry.
If another abbreviation with the same name has already been registered it new
abbreviation will only be registered in region specific dictionary.
"""
newabbr = tzabbr()
newabbr.abbr = abbr
newabbr.name = name
newabbr.region = region
newabbr.zone = zone
newabbr.dst = dst
if abbr not in all:
all[abbr] = newabbr
if not region in regions:
regions[region] = {}
assert abbr not in regions[region]
regions[region][abbr] = newabbr
def tzinfos_create(use_region):
abbrs = regions[use_region]
def tzinfos(abbr, offset):
if abbr:
if abbr in abbrs:
result = abbrs[abbr]
if offset:
# FIXME: Check the offset matches the abbreviation we just selected.
pass
return result
else:
raise ValueError, "Unknown timezone found %s" % abbr
if offset == 0:
return pytz.utc
if offset:
return pytz.FixedOffset(offset/60)
return unknown
return tzinfos
# Create a special alias for the all tzinfos
tzinfos = tzinfos_create('all')
# Create the abbreviations.
# *WARNING*: Order matters!
tzabbr_register("A", u"Alpha Time Zone", u"Military", "Etc/GMT-1", False)
tzabbr_register("ACDT", u"Australian Central Daylight Time", u"Australia",
"Australia/Adelaide", True)
tzabbr_register("ACST", u"Australian Central Standard Time", u"Australia",
"Australia/Adelaide", False)
tzabbr_register("ADT", u"Atlantic Daylight Time", u"North America",
"America/Halifax", True)
tzabbr_register("AEDT", u"Australian Eastern Daylight Time", u"Australia",
"Australia/Sydney", True)
tzabbr_register("AEST", u"Australian Eastern Standard Time", u"Australia",
"Australia/Sydney", False)
tzabbr_register("AKDT", u"Alaska Daylight Time", u"North America",
"US/Alaska", True)
tzabbr_register("AKST", u"Alaska Standard Time", u"North America",
"US/Alaska", False)
tzabbr_register("AST", u"Atlantic Standard Time", u"North America",
"America/Halifax", False)
tzabbr_register("AWDT", u"Australian Western Daylight Time", u"Australia",
"Australia/West", True)
tzabbr_register("AWST", u"Australian Western Standard Time", u"Australia",
"Australia/West", False)
tzabbr_register("B", u"Bravo Time Zone", u"Military", "Etc/GMT-2", False)
tzabbr_register("BST", u"British Summer Time", u"Europe", "Europe/London", True)
tzabbr_register("C", u"Charlie Time Zone", u"Military", "Etc/GMT-2", False)
tzabbr_register("CDT", u"Central Daylight Time", u"North America",
"US/Central", True)
tzabbr_register("CEDT", u"Central European Daylight Time", u"Europe",
"Etc/GMT+2", True)
tzabbr_register("CEST", u"Central European Summer Time", u"Europe",
"Etc/GMT+2", True)
tzabbr_register("CET", u"Central European Time", u"Europe", "Etc/GMT+1", False)
tzabbr_register("CST", u"Central Standard Time", u"North America",
"US/Central", False)
tzabbr_register("CXT", u"Christmas Island Time", u"Australia",
"Indian/Christmas", False)
tzabbr_register("D", u"Delta Time Zone", u"Military", "Etc/GMT-2", False)
tzabbr_register("E", u"Echo Time Zone", u"Military", "Etc/GMT-2", False)
tzabbr_register("EDT", u"Eastern Daylight Time", u"North America",
"US/Eastern", True)
tzabbr_register("EEDT", u"Eastern European Daylight Time", u"Europe",
"Etc/GMT+3", True)
tzabbr_register("EEST", u"Eastern European Summer Time", u"Europe",
"Etc/GMT+3", True)
tzabbr_register("EET", u"Eastern European Time", u"Europe", "Etc/GMT+2", False)
tzabbr_register("EST", u"Eastern Standard Time", u"North America",
"US/Eastern", False)
tzabbr_register("F", u"Foxtrot Time Zone", u"Military", "Etc/GMT-6", False)
tzabbr_register("G", u"Golf Time Zone", u"Military", "Etc/GMT-7", False)
tzabbr_register("GMT", u"Greenwich Mean Time", u"Europe", pytz.utc, False)
tzabbr_register("H", u"Hotel Time Zone", u"Military", "Etc/GMT-8", False)
#tzabbr_register("HAA", u"Heure Avancée de l'Atlantique", u"North America", u"UTC - 3 hours")
#tzabbr_register("HAC", u"Heure Avancée du Centre", u"North America", u"UTC - 5 hours")
tzabbr_register("HADT", u"Hawaii-Aleutian Daylight Time", u"North America",
"Pacific/Honolulu", True)
#tzabbr_register("HAE", u"Heure Avancée de l'Est", u"North America", u"UTC - 4 hours")
#tzabbr_register("HAP", u"Heure Avancée du Pacifique", u"North America", u"UTC - 7 hours")
#tzabbr_register("HAR", u"Heure Avancée des Rocheuses", u"North America", u"UTC - 6 hours")
tzabbr_register("HAST", u"Hawaii-Aleutian Standard Time", u"North America",
"Pacific/Honolulu", False)
#tzabbr_register("HAT", u"Heure Avancée de Terre-Neuve", u"North America", u"UTC - 2:30 hours")
#tzabbr_register("HAY", u"Heure Avancée du Yukon", u"North America", u"UTC - 8 hours")
tzabbr_register("HDT", u"Hawaii Daylight Time", u"North America",
"Pacific/Honolulu", True)
#tzabbr_register("HNA", u"Heure Normale de l'Atlantique", u"North America", u"UTC - 4 hours")
#tzabbr_register("HNC", u"Heure Normale du Centre", u"North America", u"UTC - 6 hours")
#tzabbr_register("HNE", u"Heure Normale de l'Est", u"North America", u"UTC - 5 hours")
#tzabbr_register("HNP", u"Heure Normale du Pacifique", u"North America", u"UTC - 8 hours")
#tzabbr_register("HNR", u"Heure Normale des Rocheuses", u"North America", u"UTC - 7 hours")
#tzabbr_register("HNT", u"Heure Normale de Terre-Neuve", u"North America", u"UTC - 3:30 hours")
#tzabbr_register("HNY", u"Heure Normale du Yukon", u"North America", u"UTC - 9 hours")
tzabbr_register("HST", u"Hawaii Standard Time", u"North America",
"Pacific/Honolulu", False)
tzabbr_register("I", u"India Time Zone", u"Military", "Etc/GMT-9", False)
tzabbr_register("IST", u"Irish Summer Time", u"Europe", "Europe/Dublin", True)
tzabbr_register("K", u"Kilo Time Zone", u"Military", "Etc/GMT-10", False)
tzabbr_register("L", u"Lima Time Zone", u"Military", "Etc/GMT-11", False)
tzabbr_register("M", u"Mike Time Zone", u"Military", "Etc/GMT-12", False)
tzabbr_register("MDT", u"Mountain Daylight Time", u"North America",
"US/Mountain", True)
#tzabbr_register("MESZ", u"Mitteleuroäische Sommerzeit", u"Europe", u"UTC + 2 hours")
#tzabbr_register("MEZ", u"Mitteleuropäische Zeit", u"Europe", u"UTC + 1 hour")
tzabbr_register("MSD", u"Moscow Daylight Time", u"Europe",
"Europe/Moscow", True)
tzabbr_register("MSK", u"Moscow Standard Time", u"Europe",
"Europe/Moscow", False)
tzabbr_register("MST", u"Mountain Standard Time", u"North America",
"US/Mountain", False)
tzabbr_register("N", u"November Time Zone", u"Military", "Etc/GMT+1", False)
tzabbr_register("NDT", u"Newfoundland Daylight Time", u"North America",
"America/St_Johns", True)
tzabbr_register("NFT", u"Norfolk (Island) Time", u"Australia",
"Pacific/Norfolk", False)
tzabbr_register("NST", u"Newfoundland Standard Time", u"North America",
"America/St_Johns", False)
tzabbr_register("O", u"Oscar Time Zone", u"Military", "Etc/GMT+2", False)
tzabbr_register("P", u"Papa Time Zone", u"Military", "Etc/GMT+3", False)
tzabbr_register("PDT", u"Pacific Daylight Time", u"North America",
"US/Pacific", True)
tzabbr_register("PST", u"Pacific Standard Time", u"North America",
"US/Pacific", False)
tzabbr_register("Q", u"Quebec Time Zone", u"Military", "Etc/GMT+4", False)
tzabbr_register("R", u"Romeo Time Zone", u"Military", "Etc/GMT+5", False)
tzabbr_register("S", u"Sierra Time Zone", u"Military", "Etc/GMT+6", False)
tzabbr_register("T", u"Tango Time Zone", u"Military", "Etc/GMT+7", False)
tzabbr_register("U", u"Uniform Time Zone", u"Military", "Etc/GMT+8", False)
tzabbr_register("UTC", u"Coordinated Universal Time", u"Europe",
pytz.utc, False)
tzabbr_register("V", u"Victor Time Zone", u"Military", "Etc/GMT+9", False)
tzabbr_register("W", u"Whiskey Time Zone", u"Military", "Etc/GMT+10", False)
tzabbr_register("WDT", u"Western Daylight Time", u"Australia",
"Australia/West", True)
tzabbr_register("WEDT", u"Western European Daylight Time", u"Europe",
"Etc/GMT+1", True)
tzabbr_register("WEST", u"Western European Summer Time", u"Europe",
"Etc/GMT+1", True)
tzabbr_register("WET", u"Western European Time", u"Europe", pytz.utc, False)
tzabbr_register("WST", u"Western Standard Time", u"Australia",
"Australia/West", False)
tzabbr_register("X", u"X-ray Time Zone", u"Military", "Etc/GMT+11", False)
tzabbr_register("Y", u"Yankee Time Zone", u"Military", "Etc/GMT+12", False)
tzabbr_register("Z", u"Zulu Time Zone", u"Military", pytz.utc, False)

View File

@@ -1,25 +0,0 @@
import os
from math import log
def human_size(num):
"""Human friendly file size"""
unit_list = zip(['bytes', 'kiB', 'MiB', 'GiB', 'TiB'], [0, 0, 1, 2, 2])
if num > 1:
exponent = min(int(log(num, 1024)), len(unit_list) - 1)
quotient = float(num) / 1024**exponent
unit, num_decimals = unit_list[exponent]
format_string = '{:.%sf} {}' % (num_decimals)
return format_string.format(quotient, unit)
if num == 0: # pragma: no cover
return '0 bytes'
if num == 1: # pragma: no cover
return '1 byte'
def du(path):
"""Like du -sb, returns total size of path in bytes."""
size = os.path.getsize(path)
if os.path.isdir(path):
for thisfile in os.listdir(path):
filepath = os.path.join(path, thisfile)
size += du(filepath)
return size

View File

@@ -1,49 +0,0 @@
# Implementation of hole punching via fallocate, if the OS
# and filesystem support it.
try:
import os
import ctypes
import ctypes.util
def make_fallocate():
libc_name = ctypes.util.find_library('c')
libc = ctypes.CDLL(libc_name, use_errno=True)
_fallocate = libc.fallocate
_fallocate.restype = ctypes.c_int
_fallocate.argtypes = [ ctypes.c_int, ctypes.c_int,
ctypes.c_int64, ctypes.c_int64 ]
del libc
del libc_name
def fallocate(fd, mode, offset, len_):
res = _fallocate(fd, mode, offset, len_)
if res != 0: # pragma: no cover
errno = ctypes.get_errno()
raise IOError(errno, os.strerror(errno))
return fallocate
fallocate = make_fallocate()
del make_fallocate
except Exception: # pragma: no cover
fallocate = None
FALLOC_FL_KEEP_SIZE = 0x01
FALLOC_FL_PUNCH_HOLE = 0x02
def punch_hole(filename, offset, length, ignore_errors = True):
"""Punch a hole in the file. This isn't well supported, so errors
are ignored by default."""
try:
if fallocate is None: # pragma: no cover
raise IOError("fallocate not available")
with open(filename, "r+") as f:
fallocate(f.fileno(),
FALLOC_FL_KEEP_SIZE | FALLOC_FL_PUNCH_HOLE,
offset, length)
except IOError: # pragma: no cover
if ignore_errors:
return
raise

View File

@@ -1,36 +0,0 @@
# Misc iterator tools
# Iterator merging, based on http://code.activestate.com/recipes/491285/
import heapq
def imerge(*iterables):
'''Merge multiple sorted inputs into a single sorted output.
Equivalent to: sorted(itertools.chain(*iterables))
>>> list(imerge([1,3,5,7], [0,2,4,8], [5,10,15,20], [], [25]))
[0, 1, 2, 3, 4, 5, 5, 7, 8, 10, 15, 20, 25]
'''
heappop, siftup, _Stop = heapq.heappop, heapq._siftup, StopIteration
h = []
h_append = h.append
for it in map(iter, iterables):
try:
next = it.next
h_append([next(), next])
except _Stop:
pass
heapq.heapify(h)
while 1:
try:
while 1:
v, next = s = h[0] # raises IndexError when h is empty
yield v
s[0] = next() # raises StopIteration when exhausted
siftup(h, 0) # restore heap condition
except _Stop:
heappop(h) # remove empty iterator
except IndexError:
return

View File

@@ -1,100 +0,0 @@
import Queue
import threading
import sys
import contextlib
# This file provides a context manager that converts a function
# that takes a callback into a generator that returns an iterable.
# This is done by running the function in a new thread.
# Based partially on http://stackoverflow.com/questions/9968592/
class IteratorizerThread(threading.Thread):
def __init__(self, queue, function, curl_hack):
"""
function: function to execute, which takes the
callback (provided by this class) as an argument
"""
threading.Thread.__init__(self)
self.name = "Iteratorizer-" + function.__name__ + "-" + self.name
self.function = function
self.queue = queue
self.die = False
self.curl_hack = curl_hack
def callback(self, data):
try:
if self.die:
raise Exception() # trigger termination
self.queue.put((1, data))
except:
if self.curl_hack:
# We can't raise exceptions, because the pycurl
# extension module will unconditionally print the
# exception itself, and not pass it up to the caller.
# Instead, just return a value that tells curl to
# abort. (-1 would be best, in case we were given 0
# bytes, but the extension doesn't support that).
self.queue.put((2, sys.exc_info()))
return 0
raise
def run(self):
try:
result = self.function(self.callback)
except:
self.queue.put((2, sys.exc_info()))
else:
self.queue.put((0, result))
@contextlib.contextmanager
def Iteratorizer(function, curl_hack = False):
"""
Context manager that takes a function expecting a callback,
and provides an iterable that yields the values passed to that
callback instead.
function: function to execute, which takes a callback
(provided by this context manager) as an argument
with iteratorizer(func) as it:
for i in it:
print 'callback was passed:', i
print 'function returned:', it.retval
"""
queue = Queue.Queue(maxsize = 1)
thread = IteratorizerThread(queue, function, curl_hack)
thread.daemon = True
thread.start()
class iteratorizer_gen(object):
def __init__(self, queue):
self.queue = queue
self.retval = None
def __iter__(self):
return self
def next(self):
(typ, data) = self.queue.get()
if typ == 0:
# function has returned
self.retval = data
raise StopIteration
elif typ == 1:
# data is available
return data
else:
# callback raised an exception
raise data[0], data[1], data[2]
try:
yield iteratorizer_gen(queue)
finally:
# Ask the thread to die, if it's still running.
thread.die = True
while thread.isAlive():
try:
queue.get(True, 0.01)
except: # pragma: no cover
pass

View File

@@ -1,76 +0,0 @@
# Memoize a function's return value with a least-recently-used cache
# Based on:
# http://code.activestate.com/recipes/498245-lru-and-lfu-cache-decorators/
# with added 'destructor' functionality.
import collections
import decorator
def lru_cache(size = 10, onremove = None, keys = slice(None)):
"""Least-recently-used cache decorator.
@lru_cache(size = 10, onevict = None)
def f(...):
pass
Given a function and arguments, memoize its return value. Up to
'size' elements are cached. 'keys' is a slice object that
represents which arguments are used as the cache key.
When evicting a value from the cache, call the function
'onremove' with the value that's being evicted.
Call f.cache_remove(...) to evict the cache entry with the given
arguments. Call f.cache_remove_all() to evict all entries.
f.cache_hits and f.cache_misses give statistics.
"""
def decorate(func):
cache = collections.OrderedDict() # order: least- to most-recent
def evict(value):
if onremove:
onremove(value)
def wrapper(orig, *args, **kwargs):
if kwargs:
raise NotImplementedError("kwargs not supported")
key = args[keys]
try:
value = cache.pop(key)
orig.cache_hits += 1
except KeyError:
value = orig(*args)
orig.cache_misses += 1
if len(cache) >= size:
evict(cache.popitem(0)[1]) # evict LRU cache entry
cache[key] = value # (re-)insert this key at end
return value
def cache_remove(*args):
"""Remove the described key from this cache, if present."""
key = args
if key in cache:
evict(cache.pop(key))
else:
if len(cache) > 0 and len(args) != len(cache.iterkeys().next()):
raise KeyError("trying to remove from LRU cache, but "
"number of arguments doesn't match the "
"cache key length")
def cache_remove_all():
for key in cache:
evict(cache.pop(key))
def cache_info():
return (func.cache_hits, func.cache_misses)
new = decorator.decorator(wrapper, func)
func.cache_hits = 0
func.cache_misses = 0
new.cache_info = cache_info
new.cache_remove = cache_remove
new.cache_remove_all = cache_remove_all
return new
return decorate

View File

@@ -1,61 +0,0 @@
from nilmdb.utils.printf import *
import sys
import inspect
import decorator
def must_close(errorfile = sys.stderr, wrap_verify = False):
"""Class decorator that warns on 'errorfile' at deletion time if
the class's close() member wasn't called.
If 'wrap_verify' is True, every class method is wrapped with a
verifier that will raise AssertionError if the .close() method has
already been called."""
def class_decorator(cls):
def wrap_class_method(wrapper):
try:
orig = getattr(cls, wrapper.__name__).im_func
except:
orig = lambda x: None
setattr(cls, wrapper.__name__, decorator.decorator(wrapper, orig))
@wrap_class_method
def __init__(orig, self, *args, **kwargs):
ret = orig(self, *args, **kwargs)
self.__dict__["_must_close"] = True
self.__dict__["_must_close_initialized"] = True
return ret
@wrap_class_method
def __del__(orig, self, *args, **kwargs):
if "_must_close" in self.__dict__:
fprintf(errorfile, "error: %s.close() wasn't called!\n",
self.__class__.__name__)
return orig(self, *args, **kwargs)
@wrap_class_method
def close(orig, self, *args, **kwargs):
if "_must_close" in self.__dict__:
del self._must_close
return orig(self, *args, **kwargs)
# Optionally wrap all other functions
def verifier(orig, self, *args, **kwargs):
if ("_must_close" not in self.__dict__ and
"_must_close_initialized" in self.__dict__):
raise AssertionError("called " + str(orig) + " after close")
return orig(self, *args, **kwargs)
if wrap_verify:
for (name, method) in inspect.getmembers(cls, inspect.ismethod):
# Skip class methods
if method.__self__ is not None:
continue
# Skip some methods
if name in [ "__del__", "__init__" ]:
continue
# Set up wrapper
setattr(cls, name, decorator.decorator(verifier,
method.im_func))
return cls
return class_decorator

View File

@@ -1,9 +0,0 @@
"""printf, fprintf, sprintf"""
from __future__ import print_function
def printf(_str, *args):
print(_str % args, end='')
def fprintf(_file, _str, *args):
print(_str % args, end='', file=_file)
def sprintf(_str, *args):
return (_str % args)

View File

@@ -1,109 +0,0 @@
import Queue
import threading
import sys
import decorator
import inspect
import types
import functools
# This file provides a class that will wrap an object and serialize
# all calls to its methods. All calls to that object will be queued
# and executed from a single thread, regardless of which thread makes
# the call.
# Based partially on http://stackoverflow.com/questions/2642515/
class SerializerThread(threading.Thread):
"""Thread that retrieves call information from the queue, makes the
call, and returns the results."""
def __init__(self, classname, call_queue):
threading.Thread.__init__(self)
self.name = "Serializer-" + classname + "-" + self.name
self.call_queue = call_queue
def run(self):
while True:
result_queue, func, args, kwargs = self.call_queue.get()
# Terminate if result_queue is None
if result_queue is None:
return
exception = None
result = None
try:
result = func(*args, **kwargs) # wrapped
except:
exception = sys.exc_info()
# Ensure we delete these before returning a result, so
# we don't unncessarily hold onto a reference while
# we're waiting for the next call.
del func, args, kwargs
result_queue.put((exception, result))
del exception, result
def serializer_proxy(obj_or_type):
"""Wrap the given object or type in a SerializerObjectProxy.
Returns a SerializerObjectProxy object that proxies all method
calls to the object, as well as attribute retrievals.
The proxied requests, including instantiation, are performed in a
single thread and serialized between caller threads.
"""
class SerializerCallProxy(object):
def __init__(self, call_queue, func, objectproxy):
self.call_queue = call_queue
self.func = func
# Need to hold a reference to object proxy so it doesn't
# go away (and kill the thread) until after get called.
self.objectproxy = objectproxy
def __call__(self, *args, **kwargs):
result_queue = Queue.Queue()
self.call_queue.put((result_queue, self.func, args, kwargs))
( exc_info, result ) = result_queue.get()
if exc_info is None:
return result
else:
raise exc_info[0], exc_info[1], exc_info[2]
class SerializerObjectProxy(object):
def __init__(self, obj_or_type, *args, **kwargs):
self.__object = obj_or_type
try:
if type(obj_or_type) in (types.TypeType, types.ClassType):
classname = obj_or_type.__name__
else:
classname = obj_or_type.__class__.__name__
except AttributeError: # pragma: no cover
classname = "???"
self.__call_queue = Queue.Queue()
self.__thread = SerializerThread(classname, self.__call_queue)
self.__thread.daemon = True
self.__thread.start()
self._thread_safe = True
def __getattr__(self, key):
if key.startswith("_SerializerObjectProxy__"): # pragma: no cover
raise AttributeError
attr = getattr(self.__object, key)
if not callable(attr):
getter = SerializerCallProxy(self.__call_queue, getattr, self)
return getter(self.__object, key)
r = SerializerCallProxy(self.__call_queue, attr, self)
return r
def __call__(self, *args, **kwargs):
"""Call this to instantiate the type, if a type was passed
to serializer_proxy. Otherwise, pass the call through."""
ret = SerializerCallProxy(self.__call_queue,
self.__object, self)(*args, **kwargs)
if type(self.__object) in (types.TypeType, types.ClassType):
# Instantiation
self.__object = ret
return self
return ret
def __del__(self):
self.__call_queue.put((None, None, None, None))
self.__thread.join()
return SerializerObjectProxy(obj_or_type)

View File

@@ -1,109 +0,0 @@
from nilmdb.utils.printf import *
import threading
import warnings
import types
def verify_proxy(obj_or_type, exception = False, check_thread = True,
check_concurrent = True):
"""Wrap the given object or type in a VerifyObjectProxy.
Returns a VerifyObjectProxy that proxies all method calls to the
given object, as well as attribute retrievals.
When calling methods, the following checks are performed. If
exception is True, an exception is raised. Otherwise, a warning
is printed.
check_thread = True # Warn/fail if two different threads call methods.
check_concurrent = True # Warn/fail if two functions are concurrently
# run through this proxy
"""
class Namespace(object):
pass
class VerifyCallProxy(object):
def __init__(self, func, parent_namespace):
self.func = func
self.parent_namespace = parent_namespace
def __call__(self, *args, **kwargs):
p = self.parent_namespace
this = threading.current_thread()
try:
callee = self.func.__name__
except AttributeError:
callee = "???"
if p.thread is None:
p.thread = this
p.thread_callee = callee
if check_thread and p.thread != this:
err = sprintf("unsafe threading: %s called %s.%s,"
" but %s called %s.%s",
p.thread.name, p.classname, p.thread_callee,
this.name, p.classname, callee)
if exception:
raise AssertionError(err)
else: # pragma: no cover
warnings.warn(err)
need_concur_unlock = False
if check_concurrent:
if p.concur_lock.acquire(False) == False:
err = sprintf("unsafe concurrency: %s called %s.%s "
"while %s is still in %s.%s",
this.name, p.classname, callee,
p.concur_tname, p.classname, p.concur_callee)
if exception:
raise AssertionError(err)
else: # pragma: no cover
warnings.warn(err)
else:
p.concur_tname = this.name
p.concur_callee = callee
need_concur_unlock = True
try:
ret = self.func(*args, **kwargs)
finally:
if need_concur_unlock:
p.concur_lock.release()
return ret
class VerifyObjectProxy(object):
def __init__(self, obj_or_type, *args, **kwargs):
p = Namespace()
self.__ns = p
p.thread = None
p.thread_callee = None
p.concur_lock = threading.Lock()
p.concur_tname = None
p.concur_callee = None
self.__obj = obj_or_type
try:
if type(obj_or_type) in (types.TypeType, types.ClassType):
p.classname = self.__obj.__name__
else:
p.classname = self.__obj.__class__.__name__
except AttributeError: # pragma: no cover
p.classname = "???"
def __getattr__(self, key):
if key.startswith("_VerifyObjectProxy__"): # pragma: no cover
raise AttributeError
attr = getattr(self.__obj, key)
if not callable(attr):
return VerifyCallProxy(getattr, self.__ns)(self.__obj, key)
return VerifyCallProxy(attr, self.__ns)
def __call__(self, *args, **kwargs):
"""Call this to instantiate the type, if a type was passed
to verify_proxy. Otherwise, pass the call through."""
ret = VerifyCallProxy(self.__obj, self.__ns)(*args, **kwargs)
if type(self.__obj) in (types.TypeType, types.ClassType):
# Instantiation
self.__obj = ret
return self
return ret
return VerifyObjectProxy(obj_or_type)

View File

@@ -1,121 +0,0 @@
from nilmdb.utils import datetime_tz
import re
# Range
min_timestamp = (-2**63)
max_timestamp = (2**62 - 1)
# Smallest representable step
epsilon = 1
def string_to_timestamp(str):
"""Convert a string that represents an integer number of microseconds
since epoch."""
try:
# Parse a string like "1234567890123456" and return an integer
return int(str)
except ValueError:
# Try parsing as a float, in case it's "1234567890123456.0"
return int(round(float(str)))
def timestamp_to_string(timestamp):
"""Convert a timestamp (integer microseconds since epoch) to a string"""
if isinstance(timestamp, float):
return str(int(round(timestamp)))
else:
return str(timestamp)
def timestamp_to_human(timestamp):
"""Convert a timestamp (integer microseconds since epoch) to a
human-readable string, using the local timezone for display
(e.g. from the TZ env var)."""
dt = datetime_tz.datetime_tz.fromtimestamp(timestamp_to_unix(timestamp))
return dt.strftime("%a, %d %b %Y %H:%M:%S.%f %z")
def unix_to_timestamp(unix):
"""Convert a Unix timestamp (floating point seconds since epoch)
into a NILM timestamp (integer microseconds since epoch)"""
return int(round(unix * 1e6))
def timestamp_to_unix(timestamp):
"""Convert a NILM timestamp (integer microseconds since epoch)
into a Unix timestamp (floating point seconds since epoch)"""
return timestamp / 1e6
timestamp_to_seconds = timestamp_to_unix
def rate_to_period(hz, cycles = 1):
"""Convert a rate (in Hz) to a period (in timestamp units).
Returns an integer."""
period = unix_to_timestamp(cycles) / float(hz)
return int(round(period))
def parse_time(toparse):
"""
Parse a free-form time string and return a nilmdb timestamp
(integer seconds since epoch). If the string doesn't contain a
timestamp, the current local timezone is assumed (e.g. from the TZ
env var).
"""
# If string isn't "now" and doesn't contain at least 4 digits,
# consider it invalid. smartparse might otherwise accept
# empty strings and strings with just separators.
if toparse != "now" and len(re.findall(r"\d", toparse)) < 4:
raise ValueError("not enough digits for a timestamp")
# Try to just parse the time as given
try:
return unix_to_timestamp(datetime_tz.datetime_tz.
smartparse(toparse).totimestamp())
except (ValueError, OverflowError):
pass
# If it starts with @, treat it as a NILM timestamp
# (integer microseconds since epoch)
try:
if toparse[0] == '@':
return int(toparse[1:])
except (ValueError, KeyError):
pass
# If it's parseable as a float, treat it as a Unix or NILM
# timestamp based on its range.
try:
val = float(toparse)
# range is from about year 2001 - 2128
if val > 1e9 and val < 5e9:
return unix_to_timestamp(val)
if val > 1e15 and val < 5e15:
return val
except ValueError:
pass
# Try to extract a substring in a condensed format that we expect
# to see in a filename or header comment
res = re.search(r"(^|[^\d])(" # non-numeric or SOL
r"(199\d|2\d\d\d)" # year
r"[-/]?" # separator
r"(0[1-9]|1[012])" # month
r"[-/]?" # separator
r"([012]\d|3[01])" # day
r"[-T ]?" # separator
r"([01]\d|2[0-3])" # hour
r"[:]?" # separator
r"([0-5]\d)" # minute
r"[:]?" # separator
r"([0-5]\d)?" # second
r"([-+]\d\d\d\d)?" # timezone
r")", toparse)
if res is not None:
try:
return unix_to_timestamp(datetime_tz.datetime_tz.
smartparse(res.group(2)).totimestamp())
except ValueError:
pass
# Could also try to successively parse substrings, but let's
# just give up for now.
raise ValueError("unable to parse timestamp")
def now():
"""Return current timestamp"""
return unix_to_timestamp(datetime_tz.datetime_tz.utcnow().totimestamp())

View File

@@ -1,23 +0,0 @@
# -*- coding: utf-8 -*-
# Simple timer to time a block of code, for optimization debugging
# use like:
# with nilmdb.utils.Timer("flush"):
# foo.flush()
from __future__ import print_function
from __future__ import absolute_import
import contextlib
import time
@contextlib.contextmanager
def Timer(name = None, tosyslog = False):
start = time.time()
yield
elapsed = int((time.time() - start) * 1000)
msg = (name or 'elapsed') + ": " + str(elapsed) + " ms"
if tosyslog: # pragma: no cover
import syslog
syslog.syslog(msg)
else:
print(msg)

View File

@@ -1,93 +0,0 @@
"""File-like objects that add timestamps to the input lines"""
from nilmdb.utils.printf import *
import nilmdb.utils.time
class Timestamper(object):
"""A file-like object that adds timestamps to lines of an input file."""
def __init__(self, infile, ts_iter):
"""file: filename, or another file-like object
ts_iter: iterator that returns a timestamp string for
each line of the file"""
if isinstance(infile, basestring):
self.file = open(infile, "r")
else:
self.file = infile
self.ts_iter = ts_iter
def close(self):
self.file.close()
def readline(self, *args):
while True:
line = self.file.readline(*args)
if not line:
return ""
if line[0] == '#':
continue
break
try:
return self.ts_iter.next() + line
except StopIteration:
return ""
def readlines(self, size = None):
out = ""
while True:
line = self.readline()
out += line
if not line or (size and len(out) >= size):
break
return out
def __iter__(self):
return self
def next(self):
result = self.readline()
if not result:
raise StopIteration
return result
class TimestamperRate(Timestamper):
"""Timestamper that uses a start time and a fixed rate"""
def __init__(self, infile, start, rate, end = None):
"""
file: file name or object
start: Unix timestamp for the first value
rate: 1/rate is added to the timestamp for each line
end: If specified, raise StopIteration before outputting a value
greater than this."""
timestamp_to_string = nilmdb.utils.time.timestamp_to_string
rate_to_period = nilmdb.utils.time.rate_to_period
def iterator(start, rate, end):
n = 0
rate = float(rate)
while True:
now = start + rate_to_period(rate, n)
if end and now >= end:
raise StopIteration
yield timestamp_to_string(now) + " "
n += 1
Timestamper.__init__(self, infile, iterator(start, rate, end))
self.start = start
self.rate = rate
def __str__(self):
return sprintf("TimestamperRate(..., start=\"%s\", rate=%g)",
nilmdb.utils.time.timestamp_to_human(self.start),
self.rate)
class TimestamperNow(Timestamper):
"""Timestamper that uses current time"""
def __init__(self, infile):
timestamp_to_string = nilmdb.utils.time.timestamp_to_string
get_now = nilmdb.utils.time.now
def iterator():
while True:
yield timestamp_to_string(get_now()) + " "
Timestamper.__init__(self, infile, iterator())
def __str__(self):
return "TimestamperNow(...)"

5
pytables-test/Makefile Normal file
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@@ -0,0 +1,5 @@
all:
time python test-indexed-read.py
clean:
rm -f *pyc

2
pytables-test/README.jim Normal file
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@@ -0,0 +1,2 @@
New version from:
http://bugs.debian.org/cgi-bin/bugreport.cgi?bug=641485#15

12
pytables-test/TODO.txt Normal file
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@@ -0,0 +1,12 @@
- Make CherryPy server that can handle simple GET/POST,
and a httplib client that can talk to that server.
Steps:
- Make server handle GET
- Make client send request, get response
- Add request streaming to server
- Add request streaming to client
- Make server handle POST
- Make client send request, get response
- Add request streaming to server
- Add request streaming to client
- Integrate into a server process that also keeps database open.

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@@ -0,0 +1,3 @@
Indexing time64 doesn't seem to work -- needed to do "time >= 1243052015" even though the actual database times
should be something like 1243052015.847000. Let's switch to just using a 64-bit integer counting e.g.
microseconds since 1970-01-01

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@@ -0,0 +1,3 @@
timestamp > 1243052015
took 394.5 minutes in vitables
(2340 rows matched)

53
pytables-test/server.py Executable file
View File

@@ -0,0 +1,53 @@
import sys
import tables
import nilmdb
try:
import cherrypy
cherrypy.tools.json_out
except:
sys.stderr.write("Cherrypy 3.2+ required\n")
sys.exit(1)
class NilmApp:
def __init__(self, db):
self.db = db
class Root(NilmApp):
"""NILM Database"""
server_version = "1.0"
@cherrypy.expose
def index(self):
raise cherrypy.NotFound()
@cherrypy.expose
def favicon_ico(self):
raise cherrypy.NotFound()
@cherrypy.expose
@cherrypy.tools.json_out()
def version(self):
return self.server_version
class Stream(NilmApp):
"""Stream operations"""
@cherrypy.expose
@cherrypy.tools.json_out()
def list(self):
return
cherrypy.config.update({
'server.socket_host': '127.0.0.1',
'server.socket_port': 12380
})
db = nilmdb.nilmdb()
cherrypy.tree.mount(Root(db), "/")
cherrypy.tree.mount(Stream(db), "/stream")
if __name__ == "__main__":
cherrypy.engine.start()
cherrypy.engine.block()

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@@ -0,0 +1,16 @@
import tables
import numpy
class RawSample(tables.IsDescription):
timestamp = tables.UInt64Col()
voltage = tables.UInt16Col(shape = 3)
current = tables.UInt16Col(shape = 3)
h5file = tables.openFile("test.h5", mode = "w", title = "Test")
group = h5file.createGroup("/", "raw", "Raw Data")
table = h5file.createTable(group, "nilm1", RawSample, "NILM 1")
print repr(h5file)
# write rows

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@@ -0,0 +1,54 @@
#!/usr/bin/python
from tables import *
import re
import time
# A class to describe our data
class PrepData(IsDescription):
timestamp = Int64Col()
p1 = Float32Col()
q1 = Float32Col()
p3 = Float32Col()
q3 = Float32Col()
p5 = Float32Col()
q5 = Float32Col()
p7 = Float32Col()
q7 = Float32Col()
filename = "test.h5"
h5file = openFile(filename, mode = "w", title = "NILM Test")
group = h5file.createGroup("/", "newton", "Newton school")
table = h5file.createTable(group, "prep", PrepData, "Prep Data", expectedrows = 120 * 86400 * 90)
table.cols.timestamp.createIndex()
for i in range(0, 80):
# Open file
data = open("data/alldata")
count = 0
oldtime = time.time()
prep = table.row
for line in data:
count = count + 1
if count % 1000000 == 0:
print str(i) + ": " + str((time.time() - oldtime)) + ", total " + str(count/1000000) + "m lines"
oldtime = time.time()
v = re.split('\s+', line)
prep['timestamp'] = int(v[0]) + 500000000 * i
prep['p1'] = v[1]
prep['q1'] = v[2]
prep['p3'] = v[3]
prep['q3'] = v[4]
prep['p5'] = v[5]
prep['q5'] = v[6]
prep['p7'] = v[7]
prep['q7'] = v[8]
prep.append()
data.close()
h5file.close()

View File

@@ -0,0 +1,54 @@
#!/usr/bin/python
from tables import *
import re
import time
# A class to describe our data
class PrepData(IsDescription):
timestamp = Time64Col()
p1 = Float32Col()
q1 = Float32Col()
p3 = Float32Col()
q3 = Float32Col()
p5 = Float32Col()
q5 = Float32Col()
p7 = Float32Col()
q7 = Float32Col()
filename = "test.h5"
h5file = openFile(filename, mode = "w", title = "NILM Test")
group = h5file.createGroup("/", "newton", "Newton school")
table = h5file.createTable(group, "prep", PrepData, "Prep Data")
table.cols.timestamp.createIndex()
for i in range(0, 80):
# Open file
data = open("data/alldata")
count = 0
oldtime = time.time()
prep = table.row
for line in data:
count = count + 1
if count % 1000000 == 0:
print str(i) + ": " + str((time.time() - oldtime)) + ", total " + str(count/1000000) + "m lines"
oldtime = time.time()
v = re.split('\s+', line)
prep['timestamp'] = float(v[0]) / 1000.0 + 500000 * i
prep['p1'] = v[1]
prep['q1'] = v[2]
prep['p3'] = v[3]
prep['q3'] = v[4]
prep['p5'] = v[5]
prep['q5'] = v[6]
prep['p7'] = v[7]
prep['q7'] = v[8]
prep.append()
data.close()
h5file.close()

View File

@@ -1,41 +1,9 @@
[aliases]
test = nosetests
[nosetests]
# Note: values must be set to 1, and have no comments on the same line,
# for "python setup.py nosetests" to work correctly.
nocapture=1
# Comment this out to see CherryPy logs on failure:
nologcapture=1
with-coverage=1
cover-inclusive=1
cover-package=nilmdb
cover-erase=1
# this works, puts html output in cover/ dir:
# cover-html=1
# need nose 1.1.3 for this:
# cover-branches=1
#debug=nose
#debug-log=nose.log
stop=1
verbosity=2
tests=tests
#tests=tests/test_threadsafety.py
#tests=tests/test_bulkdata.py
#tests=tests/test_mustclose.py
#tests=tests/test_lrucache.py
#tests=tests/test_cmdline.py
#tests=tests/test_layout.py
#tests=tests/test_rbtree.py
#tests=tests/test_interval.py
#tests=tests/test_rbtree.py,tests/test_interval.py
#tests=tests/test_interval.py
#tests=tests/test_client.py
#tests=tests/test_timestamper.py
#tests=tests/test_serializer.py
#tests=tests/test_iteratorizer.py
#tests=tests/test_client.py:TestClient.test_client_nilmdb
#tests=tests/test_nilmdb.py
#with-profile=1
#profile-sort=time
##profile-restrict=10 # doesn't work right, treated as string or something

140
setup.py
View File

@@ -1,139 +1,9 @@
#!/usr/bin/python
# To release a new version, tag it:
# git tag -a nilmdb-1.1 -m "Version 1.1"
# git push --tags
# Then just package it up:
# python setup.py sdist
from distutils.core import setup
# This is supposed to be using Distribute:
#
# distutils provides a "setup" method.
# setuptools is a set of monkeypatches on top of that.
# distribute is a particular version/implementation of setuptools.
#
# So we don't really know if this is using the old setuptools or the
# Distribute-provided version of setuptools.
import traceback
import sys
import os
try:
from setuptools import setup, find_packages
from distutils.extension import Extension
import distutils.version
except ImportError:
traceback.print_exc()
print "Please install the prerequisites listed in README.txt"
sys.exit(1)
# Versioneer manages version numbers from git tags.
# https://github.com/warner/python-versioneer
import versioneer
versioneer.versionfile_source = 'nilmdb/_version.py'
versioneer.versionfile_build = 'nilmdb/_version.py'
versioneer.tag_prefix = 'nilmdb-'
versioneer.parentdir_prefix = 'nilmdb-'
# Hack to workaround logging/multiprocessing issue:
# https://groups.google.com/d/msg/nose-users/fnJ-kAUbYHQ/_UsLN786ygcJ
try: import multiprocessing
except: pass
# Use Cython if it's new enough, otherwise use preexisting C files.
cython_modules = [ 'nilmdb.server.interval',
'nilmdb.server.layout',
'nilmdb.server.rbtree' ]
try:
import Cython
from Cython.Build import cythonize
if (distutils.version.LooseVersion(Cython.__version__) <
distutils.version.LooseVersion("0.16")):
print "Cython version", Cython.__version__, "is too old; not using it."
raise ImportError()
use_cython = True
except ImportError:
use_cython = False
ext_modules = [ Extension('nilmdb.server.rocket', ['nilmdb/server/rocket.c' ]) ]
for modulename in cython_modules:
filename = modulename.replace('.','/')
if use_cython:
ext_modules.extend(cythonize(filename + ".pyx"))
else:
cfile = filename + ".c"
if not os.path.exists(cfile):
raise Exception("Missing source file " + cfile + ". "
"Try installing cython >= 0.16.")
ext_modules.append(Extension(modulename, [ cfile ]))
# We need a MANIFEST.in. Generate it here rather than polluting the
# repository with yet another setup-related file.
with open("MANIFEST.in", "w") as m:
m.write("""
# Root
include README.txt
include setup.cfg
include setup.py
include versioneer.py
include Makefile
include .coveragerc
include .pylintrc
# Cython files -- include source.
recursive-include nilmdb/server *.pyx *.pyxdep *.pxd
# Tests
recursive-include tests *.py
recursive-include tests/data *
include tests/test.order
# Docs
recursive-include docs Makefile *.md
# Extras
recursive-include extras *
""")
# Run setup
setup(name='nilmdb',
version = versioneer.get_version(),
cmdclass = versioneer.get_cmdclass(),
url = 'https://git.jim.sh/jim/lees/nilmdb.git',
author = 'Jim Paris',
description = "NILM Database",
long_description = "NILM Database",
license = "Proprietary",
author_email = 'jim@jtan.com',
tests_require = [ 'nose',
'coverage',
],
setup_requires = [ 'distribute',
],
install_requires = [ 'decorator',
'cherrypy >= 3.2',
'simplejson',
'pycurl',
'python-dateutil',
'pytz',
'psutil >= 0.3.0',
'requests >= 1.1.0, < 2.0.0',
],
packages = [ 'nilmdb',
'nilmdb.utils',
'nilmdb.utils.datetime_tz',
'nilmdb.server',
'nilmdb.client',
'nilmdb.cmdline',
'nilmdb.scripts',
],
entry_points = {
'console_scripts': [
'nilmtool = nilmdb.scripts.nilmtool:main',
'nilmdb-server = nilmdb.scripts.nilmdb_server:main',
],
},
ext_modules = ext_modules,
zip_safe = False,
setup(name = 'nilmdb',
version = '1.0',
scripts = [ 'bin/nilm-test.py' ],
packages = [ 'nilmdb' ],
)

5
test/Makefile Normal file
View File

@@ -0,0 +1,5 @@
all:
python speed-readascii.py
clean:
rm -f *pyc

4
test/printf.py Normal file
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@@ -0,0 +1,4 @@
from __future__ import print_function
def printf(str, *args):
print(str % args, end='')

67
test/speed-readascii.py Normal file
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@@ -0,0 +1,67 @@
#!/usr/bin/python
from printf import printf
import time
import re
import numpy as np
import itertools
class Timer():
def __init__(self, arg):
self.arg = arg
def __enter__(self): self.start = time.time()
def __exit__(self, *args): printf("%s: %f lines/sec\n", self.arg, 1e6 / (time.time() - self.start))
def test_split():
for n, line in enumerate(open('1m.raw', 'r')):
out = [0]*6
tmp = [ int(i) for i in line.partition('#')[0].split() ]
out[0:len(tmp)] = tmp
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_split2():
for n, line in enumerate(open('1m.raw', 'r')):
out = [0]*6
tmp = [ int(i,10) for i in line.partition('#')[0].split() ]
out[0:len(tmp)] = tmp
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_regex():
for n, line in enumerate(open('1m.raw', 'r')):
out = [0]*6
tmp = [ int(x) for x in re.findall('(\d+)\s+',line.partition('#')[0]) ]
out[0:len(tmp)] = tmp
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_bigregex():
regex = re.compile('^(?:\s*)' + '(?:(\d+)\s+)?' * 6)
for n, line in enumerate(open('1m.raw', 'r')):
out = [ int(x or 0) for x in re.match(regex, line).groups() ]
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_numpy():
out = np.genfromtxt(open('1m.raw', 'r'),
dtype = np.dtype('i2,i2,i2,i2,i2,i2'))
with Timer("numpy"):
test_numpy() # 106k/sec
with Timer("regex"):
test_regex() # 121k/sec
with Timer("split"):
test_split() # 219k/sec
with Timer("split2"):
test_split2() # 328k/sec
with Timer("bigregex"):
test_bigregex() # 130k/sec
# The "int" operation takes quite a while -- int(x,10) is twice as fast
# Perl does about 500k/sec

74
test/speed-readbinary.py Executable file
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@@ -0,0 +1,74 @@
#!/usr/bin/python
from printf import printf
import time
import re
import numpy as np
import itertools
import struct
import array
import os
import mmap
class Timer():
def __init__(self, arg):
self.arg = arg
def __enter__(self): self.start = time.time()
def __exit__(self, *args): printf("%s: %f klines/sec\n", self.arg, 1e3 / (time.time() - self.start))
def test_struct1():
"""read with struct.unpack"""
f = open('1m.bin', 'rb')
f.seek(0,os.SEEK_END)
filesize = f.tell()
f.seek(0,os.SEEK_SET)
packer = struct.Struct('!dHHHHHH')
items = filesize / packer.size
for n in xrange(items):
s = f.read(packer.size)
out = packer.unpack(s)
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_struct2():
"""read with struct.unpack, convert to string"""
f = open('1m.bin', 'rb')
f.seek(0,os.SEEK_END)
filesize = f.tell()
f.seek(0,os.SEEK_SET)
packer = struct.Struct('!dHHHHHH')
items = filesize / packer.size
for n in xrange(items):
s = f.read(packer.size)
out = packer.unpack(s)
x = str(out)
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
def test_mmap():
"""struct.unpack with mmap"""
with open('1m.bin', 'rb') as f:
f.seek(0,os.SEEK_END)
filesize = f.tell()
f.seek(0,os.SEEK_SET)
m = mmap.mmap(f.fileno(), filesize, access=mmap.ACCESS_READ)
packer = struct.Struct('!dHHHHHH')
items = filesize / packer.size
for n in xrange(items):
out = packer.unpack(m[packer.size*n : packer.size*(n+1)])
if (n % 100000 == 0):
printf("line %d = %s\n", n, str(out))
with Timer("mmap"):
test_mmap() # 1600k
with Timer("struct1"):
test_struct1() # 1460k
with Timer("struct2"):
test_struct2() # 210k
# Reading from the file is again much quicker than converting to string
# Use mmap, it's good

76
test/speed-writebinary.py Normal file
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@@ -0,0 +1,76 @@
#!/usr/bin/python
from printf import printf
import time
import re
import numpy as np
import itertools
import struct
import array
class Timer():
def __init__(self, arg):
self.arg = arg
def __enter__(self): self.start = time.time()
def __exit__(self, *args): printf("%s: %f klines/sec\n", self.arg, 1e3 / (time.time() - self.start))
def read_ascii():
for n in xrange(1000000):
yield (1234, 2345, 3456, 4576, 5678, 6789)
# for n, line in enumerate(open('1m.raw', 'r')):
# out = [0]*6
# tmp = [ int(i,10) for i in line.partition('#')[0].split() ]
# out[0:len(tmp)] = tmp
# if (n % 100000 == 0):
# printf("line %d = %s\n", n, str(out))
# yield out
def test_struct1():
"""write with struct.pack"""
f = open('1m.bin', 'wb')
for out in read_ascii():
s = struct.pack('!HHHHHH', *out)
f.write(s)
def test_struct2():
"""use constant format string"""
f = open('1m.bin', 'wb')
packer = struct.Struct('!HHHHHH')
for out in read_ascii():
f.write(packer.pack(*out))
f.close()
printf("size was %d\n", packer.size)
def test_struct3():
"""like struct1, with timestamp"""
f = open('1m.bin', 'wb')
for out in read_ascii():
s = struct.pack('!dHHHHHH', time.time(), *out)
f.write(s)
def test_struct4():
"""like struct2, with timestamp"""
f = open('1m.bin', 'wb')
packer = struct.Struct('!dHHHHHH')
for out in read_ascii():
f.write(packer.pack(time.time(), *out))
f.close()
printf("size was %d\n", packer.size)
#raise Exception('done')
with Timer("struct1"):
test_struct1() # 1089k
with Timer("struct2"):
test_struct2() # 1249k
with Timer("struct3"):
test_struct3() # 845k
with Timer("struct4"):
test_struct4() # 922k
# This seems fast enough for writing new data, since it's faster than
# we read ascii data anyway. Use e.g. struct4

11
test/test-struct-pack.py Normal file
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@@ -0,0 +1,11 @@
#!/usr/bin/python
import struct
import mmap
f = open("test.dat", "rb+")
mm = mmap.mmap(f.fileno(),3)
print len(mm)
print "first 3 bytes: " + mm[0:3];

1
test/test.dat Normal file
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@@ -0,0 +1 @@


7
test/todo.md Normal file
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@@ -0,0 +1,7 @@
- Have a class representing the file contents
- Looks like an array
- len(), get(), index
- some form of bisect search
- get_extents = return [0].timestamp, [-1].timestamp
-
- Can append? Sure, why not. Just write to the file, extend mmap accordingly.

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@@ -1,124 +0,0 @@
# path: /newton/prep
# layout: float32_8
# start: Fri, 23 Mar 2012 10:00:30.000000 +0000
# end: Fri, 23 Mar 2012 10:00:31.000000 +0000
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View File

@@ -1,124 +0,0 @@
# path: /newton/prep
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1332496830858333 2.595030e+05 2.220610e+05 6.589950e+03 6.599360e+02 9.596920e+03 3.598100e+03 1.702490e+03 3.036600e+03
1332496830866667 2.654950e+05 2.228430e+05 5.541850e+03 1.728430e+03 8.459960e+03 4.492000e+03 2.231970e+03 2.430620e+03
1332496830875000 2.609290e+05 2.249960e+05 4.000950e+03 3.745990e+03 6.983790e+03 5.430860e+03 1.855260e+03 2.533380e+03
1332496830883333 2.527160e+05 2.243350e+05 5.086560e+03 3.401150e+03 7.597970e+03 5.196120e+03 1.755720e+03 3.079760e+03
1332496830891667 2.541100e+05 2.231110e+05 6.822190e+03 1.229080e+03 9.164340e+03 3.761230e+03 1.679390e+03 3.584880e+03
1332496830900000 2.599690e+05 2.246930e+05 6.183950e+03 1.538500e+03 9.222080e+03 3.139170e+03 9.499020e+02 3.180800e+03
1332496830908333 2.590780e+05 2.269130e+05 4.388890e+03 3.694820e+03 8.195020e+03 3.933000e+03 4.260800e+02 2.388450e+03
1332496830916667 2.545630e+05 2.247600e+05 5.168440e+03 4.020940e+03 8.450270e+03 4.758910e+03 1.458900e+03 2.286430e+03
1332496830925000 2.580590e+05 2.212170e+05 6.883460e+03 1.649530e+03 9.232780e+03 4.457650e+03 3.057820e+03 3.031950e+03
1332496830933333 2.646670e+05 2.211770e+05 6.218510e+03 1.645730e+03 8.657180e+03 3.663500e+03 2.528280e+03 3.978340e+03
1332496830941667 2.629250e+05 2.243820e+05 4.627500e+03 3.635930e+03 7.892800e+03 3.431320e+03 6.045090e+02 3.901370e+03
1332496830950000 2.547080e+05 2.254480e+05 4.408250e+03 4.461040e+03 8.197170e+03 3.953750e+03 -4.453460e+01 3.154870e+03
1332496830958333 2.537020e+05 2.246350e+05 5.825770e+03 2.577050e+03 9.590050e+03 4.569250e+03 1.460270e+03 2.785170e+03
1332496830966667 2.602060e+05 2.241400e+05 5.387980e+03 1.951160e+03 8.789510e+03 5.131660e+03 2.706380e+03 2.972480e+03
1332496830975000 2.612400e+05 2.247370e+05 3.860810e+03 3.418310e+03 7.414530e+03 5.284520e+03 2.271380e+03 3.183150e+03
1332496830983333 2.561400e+05 2.232520e+05 3.850010e+03 3.957140e+03 7.262650e+03 4.964640e+03 1.499510e+03 3.453130e+03
1332496830991667 2.561160e+05 2.213490e+05 5.594480e+03 2.054400e+03 8.835130e+03 3.662010e+03 1.485510e+03 3.613010e+03

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@@ -1,19 +0,0 @@
2.56437e+05 2.24430e+05 4.01161e+03 3.47534e+03 7.49589e+03 3.38894e+03 2.61397e+02 3.73126e+03
2.53963e+05 2.24167e+05 5.62107e+03 1.54801e+03 9.16517e+03 3.52293e+03 1.05893e+03 2.99696e+03
2.58508e+05 2.24930e+05 6.01140e+03 8.18866e+02 9.03995e+03 4.48244e+03 2.49039e+03 2.67934e+03
2.59627e+05 2.26022e+05 4.47450e+03 2.42302e+03 7.41419e+03 5.07197e+03 2.43938e+03 2.96296e+03
2.55187e+05 2.24632e+05 4.73857e+03 3.39804e+03 7.39512e+03 4.72645e+03 1.83903e+03 3.39353e+03
2.57102e+05 2.21623e+05 6.14413e+03 1.44109e+03 8.75648e+03 3.49532e+03 1.86994e+03 3.75253e+03
2.63653e+05 2.21770e+05 6.22177e+03 7.38962e+02 9.54760e+03 2.66682e+03 1.46266e+03 3.33257e+03
2.63613e+05 2.25256e+05 4.47712e+03 2.43745e+03 8.51021e+03 3.85563e+03 9.59442e+02 2.38718e+03
2.55350e+05 2.26264e+05 4.28372e+03 3.92394e+03 7.91247e+03 5.46652e+03 1.28499e+03 2.09372e+03
2.52727e+05 2.24609e+05 5.85193e+03 2.49198e+03 8.54063e+03 5.62305e+03 2.33978e+03 3.00714e+03
2.58475e+05 2.23578e+05 5.92487e+03 1.39448e+03 8.77962e+03 4.54418e+03 2.13203e+03 3.84976e+03
2.61563e+05 2.24609e+05 4.33614e+03 2.45575e+03 8.05538e+03 3.46911e+03 6.27873e+02 3.66420e+03
2.56401e+05 2.24441e+05 4.18715e+03 3.45717e+03 7.90669e+03 3.53355e+03 -5.84482e+00 2.96687e+03
2.54745e+05 2.22644e+05 6.02005e+03 1.94721e+03 9.28939e+03 3.80020e+03 1.34820e+03 2.37785e+03
2.60723e+05 2.22660e+05 6.69719e+03 1.03048e+03 9.26124e+03 4.34917e+03 2.84530e+03 2.73619e+03
2.63089e+05 2.25711e+05 4.77887e+03 2.60417e+03 7.39660e+03 4.59811e+03 2.17472e+03 3.40729e+03
2.55843e+05 2.27128e+05 4.02413e+03 4.39323e+03 6.79336e+03 4.62535e+03 7.52009e+02 3.44647e+03
2.51904e+05 2.24868e+05 5.82289e+03 3.02127e+03 8.46160e+03 3.80298e+03 8.07212e+02 3.53468e+03
2.57670e+05 2.22974e+05 6.73436e+03 1.60956e+03 9.92960e+03 2.98028e+03 1.44168e+03 3.05351e+03

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1332497040000000 2.56439e+05 2.24775e+05 2.92897e+03 4.66646e+03 7.58491e+03 3.57351e+03 -4.34171e+02 2.98819e+03
1332497040010000 2.51903e+05 2.23202e+05 4.23696e+03 3.49363e+03 8.53493e+03 4.29416e+03 8.49573e+02 2.38189e+03
1332497040020000 2.57625e+05 2.20247e+05 5.47017e+03 1.35872e+03 9.18903e+03 4.56136e+03 2.65599e+03 2.60912e+03
1332497040030000 2.63375e+05 2.20706e+05 4.51842e+03 1.80758e+03 8.17208e+03 4.17463e+03 2.57884e+03 3.32848e+03
1332497040040000 2.59221e+05 2.22346e+05 2.98879e+03 3.66264e+03 6.87274e+03 3.94223e+03 1.25928e+03 3.51786e+03
1332497040050000 2.51918e+05 2.22281e+05 4.22677e+03 2.84764e+03 7.78323e+03 3.81659e+03 8.04944e+02 3.46314e+03
1332497040050000 2.54478e+05 2.21701e+05 5.61366e+03 1.02262e+03 9.26581e+03 3.50152e+03 1.29331e+03 3.07271e+03
1332497040060000 2.59568e+05 2.22945e+05 4.97190e+03 1.28250e+03 8.62081e+03 4.06316e+03 1.85717e+03 2.61990e+03
1332497040070000 2.57269e+05 2.23697e+05 3.60527e+03 3.05749e+03 7.22363e+03 4.90330e+03 1.93736e+03 2.35357e+03
1332497040080000 2.52274e+05 2.21438e+05 5.01228e+03 2.86309e+03 7.87115e+03 4.80448e+03 2.18291e+03 2.93397e+03
1332497040090000 2.56468e+05 2.19205e+05 6.29804e+03 8.09467e+02 9.12895e+03 3.52055e+03 2.16980e+03 3.88739e+03

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@@ -1,49 +0,0 @@
#!/usr/bin/python
import nose
import os
import sys
import glob
from collections import OrderedDict
# Change into parent dir
os.chdir(os.path.dirname(os.path.realpath(__file__)) + "/..")
class JimOrderPlugin(nose.plugins.Plugin):
"""When searching for tests and encountering a directory that
contains a 'test.order' file, run tests listed in that file, in the
order that they're listed. Globs are OK in that file and duplicates
are removed."""
name = 'jimorder'
score = 10000
def prepareTestLoader(self, loader):
def wrap(func):
def wrapper(name, *args, **kwargs):
addr = nose.selector.TestAddress(
name, workingDir=loader.workingDir)
try:
order = os.path.join(addr.filename, "test.order")
except:
order = None
if order and os.path.exists(order):
files = []
for line in open(order):
line = line.split('#')[0].strip()
if not line:
continue
fn = os.path.join(addr.filename, line.strip())
files.extend(sorted(glob.glob(fn)) or [fn])
files = list(OrderedDict.fromkeys(files))
tests = [ wrapper(fn, *args, **kwargs) for fn in files ]
return loader.suiteClass(tests)
return func(name, *args, **kwargs)
return wrapper
loader.loadTestsFromName = wrap(loader.loadTestsFromName)
return loader
# Use setup.cfg for most of the test configuration. Adding
# --with-jimorder here means that a normal "nosetests" run will
# still work, it just won't support test.order.
nose.main(addplugins = [ JimOrderPlugin() ],
argv = sys.argv + ["--with-jimorder"])

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@@ -1,19 +0,0 @@
test_printf.py
test_threadsafety.py
test_lrucache.py
test_mustclose.py
test_serializer.py
test_iteratorizer.py
test_timestamper.py
test_layout.py
test_rbtree.py
test_interval.py
test_bulkdata.py
test_nilmdb.py
test_client.py
test_cmdline.py
test_*.py

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@@ -1,116 +0,0 @@
# -*- coding: utf-8 -*-
import nilmdb
from nilmdb.utils.printf import *
from nose.tools import *
from nose.tools import assert_raises
import itertools
from testutil.helpers import *
testdb = "tests/bulkdata-testdb"
import nilmdb.server.bulkdata
from nilmdb.server.bulkdata import BulkData
class TestBulkData(object):
def test_bulkdata(self):
for (size, files, db) in [ ( 0, 0, testdb ),
( 25, 1000, testdb ),
( 1000, 3, testdb.decode("utf-8") ) ]:
recursive_unlink(db)
os.mkdir(db)
self.do_basic(db, size, files)
def do_basic(self, db, size, files):
"""Do the basic test with variable file_size and files_per_dir"""
if not size or not files:
data = BulkData(db)
else:
data = BulkData(db, file_size = size, files_per_dir = files)
# create empty
with assert_raises(ValueError):
data.create("/foo", "uint16_8")
with assert_raises(ValueError):
data.create("foo/bar", "uint16_8")
data.create("/foo/bar", "uint16_8")
data.create(u"/foo/baz/quux", "float64_16")
with assert_raises(ValueError):
data.create("/foo/bar/baz", "uint16_8")
with assert_raises(ValueError):
data.create("/foo/baz", "float64_16")
# get node -- see if caching works
nodes = []
for i in range(5000):
nodes.append(data.getnode("/foo/bar"))
nodes.append(data.getnode("/foo/baz/quux"))
del nodes
def get_node_slice(key):
if isinstance(key, slice):
return [ node.get_data(x, x+1) for x in
xrange(*key.indices(node.nrows)) ]
return node.get_data(key, key+1)
# Test node
node = data.getnode("/foo/bar")
with assert_raises(IndexError):
x = get_node_slice(0)
with assert_raises(IndexError):
x = node[0] # timestamp
raw = []
for i in range(1000):
raw.append("%d 1 2 3 4 5 6 7 8\n" % (10000 + i))
node.append_string("".join(raw[0:1]), 0, 50000)
node.append_string("".join(raw[1:100]), 0, 50000)
node.append_string("".join(raw[100:]), 0, 50000)
misc_slices = [ 0, 100, slice(None), slice(0), slice(10),
slice(5,10), slice(3,None), slice(3,-3),
slice(20,10), slice(200,100,-1), slice(None,0,-1),
slice(100,500,5) ]
# Extract slices
for s in misc_slices:
eq_(get_node_slice(s), raw[s])
# Extract misc slices while appending, to make sure the
# data isn't being added in the middle of the file
for s in [2, slice(1,5), 2, slice(1,5)]:
node.append_string("0 0 0 0 0 0 0 0 0\n", 0, 50000)
raw.append("0 0 0 0 0 0 0 0 0\n")
eq_(get_node_slice(s), raw[s])
# Get some coverage of remove; remove is more fully tested
# in cmdline
with assert_raises(IndexError):
node.remove(9999,9998)
# close, reopen
# reopen
data.close()
if not size or not files:
data = BulkData(db)
else:
data = BulkData(db, file_size = size, files_per_dir = files)
node = data.getnode("/foo/bar")
# Extract slices
for s in misc_slices:
eq_(get_node_slice(s), raw[s])
# destroy
with assert_raises(ValueError):
data.destroy("/foo")
with assert_raises(ValueError):
data.destroy("/foo/baz")
with assert_raises(ValueError):
data.destroy("/foo/qwerty")
data.destroy("/foo/baz/quux")
data.destroy("/foo/bar")
# close
data.close()

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