Merge remote-tracking branch 'origin/packaging'

datetime_tz isn't readily available, so it's a lot easier to just
package it within the nilmdb tree.

.coveragerc

@@ -7,3 +7,4 @@
 exclude_lines =
 	pragma: no cover
 	if 0:
+omit = nilmdb/utils/datetime_tz*

.gitignore

@@ -1,4 +1,23 @@
-db/
+# Tests
 tests/*testdb/
 .coverage
+db/
+
+# Compiled / cythonized files
+docs/*.html
+build/
 *.pyc
+nilmdb/server/interval.c
+nilmdb/server/interval.so
+nilmdb/server/layout.c
+nilmdb/server/layout.so
+nilmdb/server/rbtree.c
+nilmdb/server/rbtree.so
+
+# Setup junk
+dist/
+nilmdb.egg-info/
+
+# Misc
+timeit*out
+

Makefile

@@ -1,18 +1,10 @@
 all: test
 
-tool:
-	python nilmtool.py  --help
-	python nilmtool.py list --help
-	python nilmtool.py -u asfdadsf list
-
 lint:
 	pylint -f parseable nilmdb
 
 test:
-	nosetests
-
-profile:
-	nosetests --with-profile 
+	python runtests.py
 
 clean::
 	find . -name '*pyc' | xargs rm -f

README.txt

@@ -1,4 +1,10 @@
-sudo apt-get install python-nose python-coverage
-sudo apt-get install python-tables python-cherrypy3
-sudo apt-get install cython # 0.17.1-1 or newer
+nilmdb: Non-Intrusive Load Monitor Database
+by Jim Paris <jim@jtan.com>
 
+Prerequisites:
+
+  sudo apt-get install python2.7 python-cherrypy3 python-decorator python-nose python-coverage python-setuptools
+
+Install:
+
+  python setup.py install

TODO

@@ -1 +0,0 @@
-- Merge adjacent intervals on insert (maybe with client help?)

design.md

@@ -1,193 +0,0 @@
-Structure
----------
-nilmdb.nilmdb is the NILM database interface.  It tracks a PyTables
-database holds actual rows of data, and a SQL database tracks metadata
-and ranges.
-
-Access to the nilmdb must be single-threaded.  This is handled with
-the nilmdb.serializer class.
-
-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.
-
-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"

docs/Makefile

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

docs/TODO.md

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

docs/design.md

@@ -0,0 +1,268 @@
+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.

nilmdb/RedBlackTree.cc

@@ -1,605 +0,0 @@
-
-
-
-// The RedBlackEntry class is an Abstract Base Class.  This means that no
-// instance of the RedBlackEntry class can exist.  Only classes which
-// inherit from the RedBlackEntry class can exist.  Furthermore any class
-// which inherits from the RedBlackEntry class must define the member
-// function GetKey().  The Print() member function does not have to
-// be defined because a default definition exists.
-//
-// The GetKey() function should return an integer key for that entry.
-// The key for an entry should never change otherwise bad things might occur.
-
-class RedBlackEntry {
-public:
-  RedBlackEntry();
-  virtual ~RedBlackEntry();
-  virtual int GetKey() const = 0;
-  virtual void Print() const;
-};
-
-class RedBlackTreeNode {
-  friend class RedBlackTree;
-public:
-  void Print(RedBlackTreeNode*,
-	     RedBlackTreeNode*) const;
-  RedBlackTreeNode();
-  RedBlackTreeNode(RedBlackEntry *);
-  RedBlackEntry * GetEntry() const;
-  ~RedBlackTreeNode();
-protected:
-  RedBlackEntry * storedEntry;
-  int key;
-  int red; /* if red=0 then the node is black */
-  RedBlackTreeNode * left;
-  RedBlackTreeNode * right;
-  RedBlackTreeNode * parent;
-};
-
-
-
-class RedBlackTree {
-public:
-  RedBlackTree();
-  ~RedBlackTree();
-  void Print() const;
-  RedBlackEntry * DeleteNode(RedBlackTreeNode *);
-  RedBlackTreeNode * Insert(RedBlackEntry *);
-  RedBlackTreeNode * GetPredecessorOf(RedBlackTreeNode *) const;
-  RedBlackTreeNode * GetSuccessorOf(RedBlackTreeNode *) const;
-  RedBlackTreeNode * Search(int key);
-  TemplateStack<RedBlackTreeNode *> * Enumerate(int low, int high) ;
-  void CheckAssumptions() const;
-protected:
-  /*  A sentinel is used for root and for nil.  These sentinels are */
-  /*  created when RedBlackTreeCreate is caled.  root->left should always */
-  /*  point to the node which is the root of the tree.  nil points to a */
-  /*  node which should always be black but has aribtrary children and */
-  /*  parent and no key or info.  The point of using these sentinels is so */
-  /*  that the root and nil nodes do not require special cases in the code */
-  RedBlackTreeNode * root;
-  RedBlackTreeNode * nil;
-  void LeftRotate(RedBlackTreeNode *);
-  void RightRotate(RedBlackTreeNode *);
-  void TreeInsertHelp(RedBlackTreeNode *);
-  void TreePrintHelper(RedBlackTreeNode *) const;
-  void FixUpMaxHigh(RedBlackTreeNode *);
-  void DeleteFixUp(RedBlackTreeNode *);
-};
-
-const int MIN_INT=-MAX_INT;
-
-RedBlackTreeNode::RedBlackTreeNode(){
-};
-
-RedBlackTreeNode::RedBlackTreeNode(RedBlackEntry * newEntry)
-  : storedEntry (newEntry) , key(newEntry->GetKey()) {
-};
-
-RedBlackTreeNode::~RedBlackTreeNode(){
-};
-
-RedBlackEntry * RedBlackTreeNode::GetEntry() const {return storedEntry;}
-
-RedBlackEntry::RedBlackEntry(){
-};
-RedBlackEntry::~RedBlackEntry(){
-};
-void RedBlackEntry::Print() const {
-  cout << "No Print Method defined. Using Default: " << GetKey() << endl;
-}
-
-RedBlackTree::RedBlackTree()
-{
-  nil = new RedBlackTreeNode;
-  nil->left = nil->right = nil->parent = nil;
-  nil->red = 0;
-  nil->key = MIN_INT;
-  nil->storedEntry = NULL;
-
-  root = new RedBlackTreeNode;
-  root->parent = root->left = root->right = nil;
-  root->key = MAX_INT;
-  root->red=0;
-  root->storedEntry = NULL;
-}
-
-/***********************************************************************/
-/*  FUNCTION:  LeftRotate */
-/**/
-/*  INPUTS:  the node to rotate on */
-/**/
-/*  OUTPUT:  None */
-/**/
-/*  Modifies Input: this, x */
-/**/
-/*  EFFECTS:  Rotates as described in _Introduction_To_Algorithms by */
-/*            Cormen, Leiserson, Rivest (Chapter 14).  Basically this */
-/*            makes the parent of x be to the left of x, x the parent of */
-/*            its parent before the rotation and fixes other pointers */
-/*            accordingly.  */
-/***********************************************************************/
-
-void RedBlackTree::LeftRotate(RedBlackTreeNode* x) {
-  RedBlackTreeNode* y;
-
-  /*  I originally wrote this function to use the sentinel for */
-  /*  nil to avoid checking for nil.  However this introduces a */
-  /*  very subtle bug because sometimes this function modifies */
-  /*  the parent pointer of nil.  This can be a problem if a */
-  /*  function which calls LeftRotate also uses the nil sentinel */
-  /*  and expects the nil sentinel's parent pointer to be unchanged */
-  /*  after calling this function.  For example, when DeleteFixUP */
-  /*  calls LeftRotate it expects the parent pointer of nil to be */
-  /*  unchanged. */
-
-  y=x->right;
-  x->right=y->left;
-
-  if (y->left != nil) y->left->parent=x; /* used to use sentinel here */
-  /* and do an unconditional assignment instead of testing for nil */
-
-  y->parent=x->parent;
-
-  /* instead of checking if x->parent is the root as in the book, we */
-  /* count on the root sentinel to implicitly take care of this case */
-  if( x == x->parent->left) {
-    x->parent->left=y;
-  } else {
-    x->parent->right=y;
-  }
-  y->left=x;
-  x->parent=y;
-}
-
-/***********************************************************************/
-/*  FUNCTION:  RighttRotate */
-/**/
-/*  INPUTS:  node to rotate on */
-/**/
-/*  OUTPUT:  None */
-/**/
-/*  Modifies Input?: this, y */
-/**/
-/*  EFFECTS:  Rotates as described in _Introduction_To_Algorithms by */
-/*            Cormen, Leiserson, Rivest (Chapter 14).  Basically this */
-/*            makes the parent of x be to the left of x, x the parent of */
-/*            its parent before the rotation and fixes other pointers */
-/*            accordingly.  */
-/***********************************************************************/
-
-void RedBlackTree::RightRotate(RedBlackTreeNode* y) {
-  RedBlackTreeNode* x;
-
-  /*  I originally wrote this function to use the sentinel for */
-  /*  nil to avoid checking for nil.  However this introduces a */
-  /*  very subtle bug because sometimes this function modifies */
-  /*  the parent pointer of nil.  This can be a problem if a */
-  /*  function which calls LeftRotate also uses the nil sentinel */
-  /*  and expects the nil sentinel's parent pointer to be unchanged */
-  /*  after calling this function.  For example, when DeleteFixUP */
-  /*  calls LeftRotate it expects the parent pointer of nil to be */
-  /*  unchanged. */
-
-  x=y->left;
-  y->left=x->right;
-
-  if (nil != x->right)  x->right->parent=y; /*used to use sentinel here */
-  /* and do an unconditional assignment instead of testing for nil */
-
-  /* instead of checking if x->parent is the root as in the book, we */
-  /* count on the root sentinel to implicitly take care of this case */
-  x->parent=y->parent;
-  if( y == y->parent->left) {
-    y->parent->left=x;
-  } else {
-    y->parent->right=x;
-  }
-  x->right=y;
-  y->parent=x;
-}
-
-/***********************************************************************/
-/*  FUNCTION:  TreeInsertHelp  */
-/**/
-/*  INPUTS:  z is the node to insert */
-/**/
-/*  OUTPUT:  none */
-/**/
-/*  Modifies Input:  this, z */
-/**/
-/*  EFFECTS:  Inserts z into the tree as if it were a regular binary tree */
-/*            using the algorithm described in _Introduction_To_Algorithms_ */
-/*            by Cormen et al.  This funciton is only intended to be called */
-/*            by the Insert function and not by the user */
-/***********************************************************************/
-
-void RedBlackTree::TreeInsertHelp(RedBlackTreeNode* z) {
-  /*  This function should only be called by RedBlackTree::Insert */
-  RedBlackTreeNode* x;
-  RedBlackTreeNode* y;
-
-  z->left=z->right=nil;
-  y=root;
-  x=root->left;
-  while( x != nil) {
-    y=x;
-    if ( x->key > z->key) {
-      x=x->left;
-    } else { /* x->key <= z->key */
-      x=x->right;
-    }
-  }
-  z->parent=y;
-  if ( (y == root) ||
-       (y->key > z->key) ) {
-    y->left=z;
-  } else {
-    y->right=z;
-  }
-}
-
-/*  Before calling InsertNode  the node x should have its key set */
-
-/***********************************************************************/
-/*  FUNCTION:  InsertNode */
-/**/
-/*  INPUTS:  newEntry is the entry to insert*/
-/**/
-/*  OUTPUT:  This function returns a pointer to the newly inserted node */
-/*           which is guarunteed to be valid until this node is deleted. */
-/*           What this means is if another data structure stores this */
-/*           pointer then the tree does not need to be searched when this */
-/*           is to be deleted. */
-/**/
-/*  Modifies Input: tree */
-/**/
-/*  EFFECTS:  Creates a node node which contains the appropriate key and */
-/*            info pointers and inserts it into the tree. */
-/***********************************************************************/
-/* jim */
-RedBlackTreeNode * RedBlackTree::Insert(RedBlackEntry * newEntry)
-{
-  RedBlackTreeNode * y;
-  RedBlackTreeNode * x;
-  RedBlackTreeNode * newNode;
-
-  x = new RedBlackTreeNode(newEntry);
-  TreeInsertHelp(x);
-  newNode = x;
-  x->red=1;
-  while(x->parent->red) { /* use sentinel instead of checking for root */
-    if (x->parent == x->parent->parent->left) {
-      y=x->parent->parent->right;
-      if (y->red) {
-	x->parent->red=0;
-	y->red=0;
-	x->parent->parent->red=1;
-	x=x->parent->parent;
-      } else {
-	if (x == x->parent->right) {
-	  x=x->parent;
-	  LeftRotate(x);
-	}
-	x->parent->red=0;
-	x->parent->parent->red=1;
-	RightRotate(x->parent->parent);
-      }
-    } else { /* case for x->parent == x->parent->parent->right */
-             /* this part is just like the section above with */
-             /* left and right interchanged */
-      y=x->parent->parent->left;
-      if (y->red) {
-	x->parent->red=0;
-	y->red=0;
-	x->parent->parent->red=1;
-	x=x->parent->parent;
-      } else {
-	if (x == x->parent->left) {
-	  x=x->parent;
-	  RightRotate(x);
-	}
-	x->parent->red=0;
-	x->parent->parent->red=1;
-	LeftRotate(x->parent->parent);
-      }
-    }
-  }
-  root->left->red=0;
-  return(newNode);
-}
-
-/***********************************************************************/
-/*  FUNCTION:  GetSuccessorOf  */
-/**/
-/*    INPUTS:  x is the node we want the succesor of */
-/**/
-/*    OUTPUT:  This function returns the successor of x or NULL if no */
-/*             successor exists. */
-/**/
-/*    Modifies Input: none */
-/**/
-/*    Note:  uses the algorithm in _Introduction_To_Algorithms_ */
-/***********************************************************************/
-
-RedBlackTreeNode * RedBlackTree::GetSuccessorOf(RedBlackTreeNode * x) const
-{
-  RedBlackTreeNode* y;
-
-  if (nil != (y = x->right)) { /* assignment to y is intentional */
-    while(y->left != nil) { /* returns the minium of the right subtree of x */
-      y=y->left;
-    }
-    return(y);
-  } else {
-    y=x->parent;
-    while(x == y->right) { /* sentinel used instead of checking for nil */
-      x=y;
-      y=y->parent;
-    }
-    if (y == root) return(nil);
-    return(y);
-  }
-}
-
-/***********************************************************************/
-/*  FUNCTION:  GetPredecessorOf  */
-/**/
-/*    INPUTS:  x is the node to get predecessor of */
-/**/
-/*    OUTPUT:  This function returns the predecessor of x or NULL if no */
-/*             predecessor exists. */
-/**/
-/*    Modifies Input: none */
-/**/
-/*    Note:  uses the algorithm in _Introduction_To_Algorithms_ */
-/***********************************************************************/
-
-RedBlackTreeNode * RedBlackTree::GetPredecessorOf(RedBlackTreeNode * x) const {
-  RedBlackTreeNode* y;
-
-  if (nil != (y = x->left)) { /* assignment to y is intentional */
-    while(y->right != nil) { /* returns the maximum of the left subtree of x */
-      y=y->right;
-    }
-    return(y);
-  } else {
-    y=x->parent;
-    while(x == y->left) {
-      if (y == root) return(nil);
-      x=y;
-      y=y->parent;
-    }
-    return(y);
-  }
-}
-
-/***********************************************************************/
-/*  FUNCTION:  Print */
-/**/
-/*    INPUTS:  none */
-/**/
-/*    OUTPUT:  none  */
-/**/
-/*    EFFECTS:  This function recursively prints the nodes of the tree */
-/*              inorder. */
-/**/
-/*    Modifies Input: none */
-/**/
-/*    Note:    This function should only be called from ITTreePrint */
-/***********************************************************************/
-
-void RedBlackTreeNode::Print(RedBlackTreeNode * nil,
-			     RedBlackTreeNode * root) const {
-  storedEntry->Print();
-  printf(", key=%i ",key);
-  printf("  l->key=");
-  if( left == nil) printf("NULL"); else printf("%i",left->key);
-  printf("  r->key=");
-  if( right == nil) printf("NULL"); else printf("%i",right->key);
-  printf("  p->key=");
-  if( parent == root) printf("NULL"); else printf("%i",parent->key);
-  printf("  red=%i\n",red);
-}
-
-void RedBlackTree::TreePrintHelper( RedBlackTreeNode* x) const {
-
-  if (x != nil) {
-    TreePrintHelper(x->left);
-    x->Print(nil,root);
-    TreePrintHelper(x->right);
-  }
-}
-
-/***********************************************************************/
-/*  FUNCTION:  Print */
-/**/
-/*    INPUTS:  none */
-/**/
-/*    OUTPUT:  none */
-/**/
-/*    EFFECT:  This function recursively prints the nodes of the tree */
-/*             inorder. */
-/**/
-/*    Modifies Input: none */
-/**/
-/***********************************************************************/
-
-void RedBlackTree::Print() const {
-  TreePrintHelper(root->left);
-}
-
-/***********************************************************************/
-/*  FUNCTION:  DeleteFixUp */
-/**/
-/*    INPUTS:  x is the child of the spliced */
-/*             out node in DeleteNode. */
-/**/
-/*    OUTPUT:  none */
-/**/
-/*    EFFECT:  Performs rotations and changes colors to restore red-black */
-/*             properties after a node is deleted */
-/**/
-/*    Modifies Input: this, x */
-/**/
-/*    The algorithm from this function is from _Introduction_To_Algorithms_ */
-/***********************************************************************/
-
-void RedBlackTree::DeleteFixUp(RedBlackTreeNode* x) {
-  RedBlackTreeNode * w;
-  RedBlackTreeNode * rootLeft = root->left;
-
-  while( (!x->red) && (rootLeft != x)) {
-    if (x == x->parent->left) {
-
-//
-      w=x->parent->right;
-      if (w->red) {
-	w->red=0;
-	x->parent->red=1;
-	LeftRotate(x->parent);
-	w=x->parent->right;
-      }
-      if ( (!w->right->red) && (!w->left->red) ) {
-	w->red=1;
-	x=x->parent;
-      } else {
-	if (!w->right->red) {
-	  w->left->red=0;
-	  w->red=1;
-	  RightRotate(w);
-	  w=x->parent->right;
-	}
-	w->red=x->parent->red;
-	x->parent->red=0;
-	w->right->red=0;
-	LeftRotate(x->parent);
-	x=rootLeft; /* this is to exit while loop */
-      }
-//
-
-    } else { /* the code below is has left and right switched from above */
-      w=x->parent->left;
-      if (w->red) {
-	w->red=0;
-	x->parent->red=1;
-	RightRotate(x->parent);
-	w=x->parent->left;
-      }
-      if ( (!w->right->red) && (!w->left->red) ) {
-	w->red=1;
-	x=x->parent;
-      } else {
-	if (!w->left->red) {
-	  w->right->red=0;
-	  w->red=1;
-	  LeftRotate(w);
-	  w=x->parent->left;
-	}
-	w->red=x->parent->red;
-	x->parent->red=0;
-	w->left->red=0;
-	RightRotate(x->parent);
-	x=rootLeft; /* this is to exit while loop */
-      }
-    }
-  }
-  x->red=0;
-
-}
-
-
-/***********************************************************************/
-/*  FUNCTION:  DeleteNode */
-/**/
-/*    INPUTS:  tree is the tree to delete node z from */
-/**/
-/*    OUTPUT:  returns the RedBlackEntry stored at deleted node */
-/**/
-/*    EFFECT:  Deletes z from tree and but don't call destructor */
-/**/
-/*    Modifies Input:  z */
-/**/
-/*    The algorithm from this function is from _Introduction_To_Algorithms_ */
-/***********************************************************************/
-
-RedBlackEntry * RedBlackTree::DeleteNode(RedBlackTreeNode * z){
-  RedBlackTreeNode* y;
-  RedBlackTreeNode* x;
-  RedBlackEntry * returnValue = z->storedEntry;
-
-  y= ((z->left == nil) || (z->right == nil)) ? z : GetSuccessorOf(z);
-  x= (y->left == nil) ? y->right : y->left;
-  if (root == (x->parent = y->parent)) { /* assignment of y->p to x->p is intentional */
-    root->left=x;
-  } else {
-    if (y == y->parent->left) {
-      y->parent->left=x;
-    } else {
-      y->parent->right=x;
-    }
-  }
-  if (y != z) { /* y should not be nil in this case */
-
-    /* y is the node to splice out and x is its child */
-
-    y->left=z->left;
-    y->right=z->right;
-    y->parent=z->parent;
-    z->left->parent=z->right->parent=y;
-    if (z == z->parent->left) {
-      z->parent->left=y;
-    } else {
-      z->parent->right=y;
-    }
-    if (!(y->red)) {
-      y->red = z->red;
-      DeleteFixUp(x);
-    } else
-      y->red = z->red;
-    delete z;
-  } else {
-    if (!(y->red)) DeleteFixUp(x);
-    delete y;
-  }
-  return returnValue;
-}
-
-
-/***********************************************************************/
-/*  FUNCTION:  Enumerate */
-/**/
-/*    INPUTS:  tree is the tree to look for keys between [low,high] */
-/**/
-/*    OUTPUT:  stack containing pointers to the nodes between [low,high] */
-/**/
-/*    Modifies Input: none */
-/**/
-/*    EFFECT:  Returns a stack containing pointers to nodes containing */
-/*             keys which in [low,high]/ */
-/**/
-/***********************************************************************/
-
-TemplateStack<RedBlackTreeNode *> * RedBlackTree::Enumerate(int low,
-							    int high)  {
-  TemplateStack<RedBlackTreeNode *> * enumResultStack =
-    new TemplateStack<RedBlackTreeNode *>(4);
-
-  RedBlackTreeNode* x=root->left;
-  RedBlackTreeNode* lastBest=NULL;
-
-  while(nil != x) {
-    if ( x->key > high ) {
-      x=x->left;
-    } else {
-      lastBest=x;
-      x=x->right;
-    }
-  }
-  while ( (lastBest) && (low <= lastBest->key) ) {
-    enumResultStack->Push(lastBest);
-    lastBest=GetPredecessorOf(lastBest);
-  }
-  return(enumResultStack);
-}

nilmdb/__init__.py

@@ -1,16 +1,4 @@
 """Main NilmDB import"""
 
-from .nilmdb import NilmDB
-from .server import Server
-from .client import Client
-from .timer import Timer
-
-import cmdline
-
-import pyximport; pyximport.install()
-import layout
-
-import serializer
-import timestamper
-import interval
-import du
+from server import NilmDB, Server
+from client import Client

nilmdb/bxintersect.pyx

@@ -1,495 +0,0 @@
-# cython: profile=False
-# This is from bx-python 554:07aca5a9f6fc (BSD licensed), modified to
-# store interval ranges as doubles rather than 32-bit integers.
-
-"""
-Data structure for performing intersect queries on a set of intervals which
-preserves all information about the intervals (unlike bitset projection methods).
-
-:Authors: James Taylor (james@jamestaylor.org),
-          Ian Schenk (ian.schenck@gmail.com),
-          Brent Pedersen (bpederse@gmail.com)
-"""
-
-# Historical note:
-#    This module original contained an implementation based on sorted endpoints
-#    and a binary search, using an idea from Scott Schwartz and Piotr Berman.
-#    Later an interval tree implementation was implemented by Ian for Galaxy's
-#    join tool (see `bx.intervals.operations.quicksect.py`). This was then
-#    converted to Cython by Brent, who also added support for
-#    upstream/downstream/neighbor queries. This was modified by James to
-#    handle half-open intervals strictly, to maintain sort order, and to
-#    implement the same interface as the original Intersecter.
-
-#cython: cdivision=True
-
-import operator
-
-cdef extern from "stdlib.h":
-    int ceil(float f)
-    float log(float f)
-    int RAND_MAX
-    int rand()
-    int strlen(char *)
-    int iabs(int)
-
-cdef inline double dmax2(double a, double b):
-    if b > a: return b
-    return a
-
-cdef inline double dmax3(double a, double b, double c):
-    if b > a:
-        if c > b:
-            return c
-        return b
-    if a > c:
-        return a
-    return c
-
-cdef inline double dmin3(double a, double b, double c):
-    if b < a:
-        if c < b:
-            return c
-        return b
-    if a < c:
-        return a
-    return c
-
-cdef inline double dmin2(double a, double b):
-    if b < a: return b
-    return a
-
-cdef float nlog = -1.0 / log(0.5)
-
-cdef class IntervalNode:
-    """
-    A single node of an `IntervalTree`.
-
-    NOTE: Unless you really know what you are doing, you probably should us
-          `IntervalTree` rather than using this directly.
-    """
-    cdef float priority
-    cdef public object interval
-    cdef public double start, end
-    cdef double minend, maxend, minstart
-    cdef IntervalNode cleft, cright, croot
-
-    property left_node:
-        def __get__(self):
-            return self.cleft if self.cleft is not EmptyNode else None
-    property right_node:
-        def __get__(self):
-            return self.cright if self.cright is not EmptyNode else None
-    property root_node:
-        def __get__(self):
-            return self.croot if self.croot is not EmptyNode else None
-
-    def __repr__(self):
-        return "IntervalNode(%g, %g)" % (self.start, self.end)
-
-    def __cinit__(IntervalNode self, double start, double end, object interval):
-        # Python lacks the binomial distribution, so we convert a
-        # uniform into a binomial because it naturally scales with
-        # tree size.  Also, python's uniform is perfect since the
-        # upper limit is not inclusive, which gives us undefined here.
-        self.priority = ceil(nlog * log(-1.0/(1.0 * rand()/RAND_MAX - 1)))
-        self.start    = start
-        self.end      = end
-        self.interval = interval
-        self.maxend   = end
-        self.minstart = start
-        self.minend   = end
-        self.cleft    = EmptyNode
-        self.cright   = EmptyNode
-        self.croot    = EmptyNode
-
-    cpdef IntervalNode insert(IntervalNode self, double start, double end, object interval):
-        """
-        Insert a new IntervalNode into the tree of which this node is
-        currently the root. The return value is the new root of the tree (which
-        may or may not be this node!)
-        """
-        cdef IntervalNode croot = self
-        # If starts are the same, decide which to add interval to based on
-        # end, thus maintaining sortedness relative to start/end
-        cdef double decision_endpoint = start
-        if start == self.start:
-            decision_endpoint = end
-
-        if decision_endpoint > self.start:
-            # insert to cright tree
-            if self.cright is not EmptyNode:
-                self.cright = self.cright.insert( start, end, interval )
-            else:
-                self.cright = IntervalNode( start, end, interval )
-            # rebalance tree
-            if self.priority < self.cright.priority:
-                croot = self.rotate_left()
-        else:
-            # insert to cleft tree
-            if self.cleft is not EmptyNode:
-                self.cleft = self.cleft.insert( start, end, interval)
-            else:
-                self.cleft = IntervalNode( start, end, interval)
-            # rebalance tree
-            if self.priority < self.cleft.priority:
-                croot = self.rotate_right()
-
-        croot.set_ends()
-        self.cleft.croot  = croot
-        self.cright.croot = croot
-        return croot
-
-    cdef IntervalNode rotate_right(IntervalNode self):
-        cdef IntervalNode croot = self.cleft
-        self.cleft  = self.cleft.cright
-        croot.cright = self
-        self.set_ends()
-        return croot
-
-    cdef IntervalNode rotate_left(IntervalNode self):
-        cdef IntervalNode croot = self.cright
-        self.cright = self.cright.cleft
-        croot.cleft  = self
-        self.set_ends()
-        return croot
-
-    cdef inline void set_ends(IntervalNode self):
-        if self.cright is not EmptyNode and self.cleft is not EmptyNode:
-            self.maxend = dmax3(self.end, self.cright.maxend, self.cleft.maxend)
-            self.minend = dmin3(self.end, self.cright.minend, self.cleft.minend)
-            self.minstart = dmin3(self.start, self.cright.minstart, self.cleft.minstart)
-        elif self.cright is not EmptyNode:
-            self.maxend = dmax2(self.end, self.cright.maxend)
-            self.minend = dmin2(self.end, self.cright.minend)
-            self.minstart = dmin2(self.start, self.cright.minstart)
-        elif self.cleft is not EmptyNode:
-            self.maxend = dmax2(self.end, self.cleft.maxend)
-            self.minend = dmin2(self.end, self.cleft.minend)
-            self.minstart = dmin2(self.start, self.cleft.minstart)
-
-
-    def intersect( self, double start, double end, sort=True ):
-        """
-        given a start and a end, return a list of features
-        falling within that range
-        """
-        cdef list results = []
-        self._intersect( start, end, results )
-        if sort:
-            results = sorted(results)
-        return results
-
-    find = intersect
-
-    cdef void _intersect( IntervalNode self, double start, double end, list results):
-        # Left subtree
-        if self.cleft is not EmptyNode and self.cleft.maxend > start:
-            self.cleft._intersect( start, end, results )
-        # This interval
-        if ( self.end > start ) and ( self.start < end ):
-            results.append( self.interval )
-        # Right subtree
-        if self.cright is not EmptyNode and self.start < end:
-            self.cright._intersect( start, end, results )
-
-
-    cdef void _seek_left(IntervalNode self, double position, list results, int n, double max_dist):
-        # we know we can bail in these 2 cases.
-        if self.maxend + max_dist < position:
-            return
-        if self.minstart > position:
-            return
-
-        # the ordering of these 3 blocks makes it so the results are
-        # ordered nearest to farest from the query position
-        if self.cright is not EmptyNode:
-            self.cright._seek_left(position, results, n, max_dist)
-
-        if -1 < position - self.end < max_dist:
-            results.append(self.interval)
-
-        # TODO: can these conditionals be more stringent?
-        if self.cleft is not EmptyNode:
-                self.cleft._seek_left(position, results, n, max_dist)
-
-
-
-    cdef void _seek_right(IntervalNode self, double position, list results, int n, double max_dist):
-        # we know we can bail in these 2 cases.
-        if self.maxend < position: return
-        if self.minstart - max_dist > position: return
-
-        #print "SEEK_RIGHT:",self, self.cleft, self.maxend, self.minstart, position
-
-        # the ordering of these 3 blocks makes it so the results are
-        # ordered nearest to farest from the query position
-        if self.cleft is not EmptyNode:
-                self.cleft._seek_right(position, results, n, max_dist)
-
-        if -1 < self.start - position < max_dist:
-            results.append(self.interval)
-
-        if self.cright is not EmptyNode:
-                self.cright._seek_right(position, results, n, max_dist)
-
-
-    cpdef left(self, position, int n=1, double max_dist=2500):
-        """
-        find n features with a start > than `position`
-        f: a Interval object (or anything with an `end` attribute)
-        n: the number of features to return
-        max_dist: the maximum distance to look before giving up.
-        """
-        cdef list results = []
-        # use start - 1 becuase .left() assumes strictly left-of
-        self._seek_left( position - 1, results, n, max_dist )
-        if len(results) == n: return results
-        r = results
-        r.sort(key=operator.attrgetter('end'), reverse=True)
-        return r[:n]
-
-    cpdef right(self, position, int n=1, double max_dist=2500):
-        """
-        find n features with a end < than position
-        f: a Interval object (or anything with a `start` attribute)
-        n: the number of features to return
-        max_dist: the maximum distance to look before giving up.
-        """
-        cdef list results = []
-        # use end + 1 becuase .right() assumes strictly right-of
-        self._seek_right(position + 1, results, n, max_dist)
-        if len(results) == n: return results
-        r = results
-        r.sort(key=operator.attrgetter('start'))
-        return r[:n]
-
-    def traverse(self):
-        if self.cleft is not EmptyNode:
-            for node in self.cleft.traverse():
-                yield node
-        yield self.interval
-        if self.cright is not EmptyNode:
-            for node in self.cright.traverse():
-                yield node
-
-cdef IntervalNode EmptyNode = IntervalNode( 0, 0, Interval(0, 0))
-
-## ---- Wrappers that retain the old interface -------------------------------
-
-cdef class Interval:
-    """
-    Basic feature, with required integer start and end properties.
-    Also accepts optional strand as +1 or -1 (used for up/downstream queries),
-    a name, and any arbitrary data is sent in on the info keyword argument
-
-    >>> from bx.intervals.intersection import Interval
-
-    >>> f1 = Interval(23, 36)
-    >>> f2 = Interval(34, 48, value={'chr':12, 'anno':'transposon'})
-    >>> f2
-    Interval(34, 48, value={'anno': 'transposon', 'chr': 12})
-
-    """
-    cdef public double start, end
-    cdef public object value, chrom, strand
-
-    def __init__(self, double start, double end, object value=None, object chrom=None, object strand=None ):
-        assert start <= end, "start must be less than end"
-        self.start  = start
-        self.end   = end
-        self.value = value
-        self.chrom = chrom
-        self.strand = strand
-
-    def __repr__(self):
-        fstr = "Interval(%g, %g" % (self.start, self.end)
-        if not self.value is None:
-            fstr += ", value=" + str(self.value)
-        fstr += ")"
-        return fstr
-
-    def __richcmp__(self, other, op):
-        if op == 0:
-            # <
-            return self.start < other.start or self.end < other.end
-        elif op == 1:
-            # <=
-            return self == other or self < other
-        elif op == 2:
-            # ==
-            return self.start == other.start and self.end == other.end
-        elif op == 3:
-            # !=
-            return self.start != other.start or self.end != other.end
-        elif op == 4:
-            # >
-            return self.start > other.start or self.end > other.end
-        elif op == 5:
-            # >=
-            return self == other or self > other
-
-cdef class IntervalTree:
-    """
-    Data structure for performing window intersect queries on a set of
-    of possibly overlapping 1d intervals.
-
-    Usage
-    =====
-
-    Create an empty IntervalTree
-
-    >>> from bx.intervals.intersection import Interval, IntervalTree
-    >>> intersecter = IntervalTree()
-
-    An interval is a start and end position and a value (possibly None).
-    You can add any object as an interval:
-
-    >>> intersecter.insert( 0, 10, "food" )
-    >>> intersecter.insert( 3, 7, dict(foo='bar') )
-
-    >>> intersecter.find( 2, 5 )
-    ['food', {'foo': 'bar'}]
-
-    If the object has start and end attributes (like the Interval class) there
-    is are some shortcuts:
-
-    >>> intersecter = IntervalTree()
-    >>> intersecter.insert_interval( Interval( 0, 10 ) )
-    >>> intersecter.insert_interval( Interval( 3, 7 ) )
-    >>> intersecter.insert_interval( Interval( 3, 40 ) )
-    >>> intersecter.insert_interval( Interval( 13, 50 ) )
-
-    >>> intersecter.find( 30, 50 )
-    [Interval(3, 40), Interval(13, 50)]
-    >>> intersecter.find( 100, 200 )
-    []
-
-    Before/after for intervals
-
-    >>> intersecter.before_interval( Interval( 10, 20 ) )
-    [Interval(3, 7)]
-    >>> intersecter.before_interval( Interval( 5, 20 ) )
-    []
-
-    Upstream/downstream
-
-    >>> intersecter.upstream_of_interval(Interval(11, 12))
-    [Interval(0, 10)]
-    >>> intersecter.upstream_of_interval(Interval(11, 12, strand="-"))
-    [Interval(13, 50)]
-
-    >>> intersecter.upstream_of_interval(Interval(1, 2, strand="-"), num_intervals=3)
-    [Interval(3, 7), Interval(3, 40), Interval(13, 50)]
-
-
-    """
-
-    cdef IntervalNode root
-
-    def __cinit__( self ):
-        root = None
-
-    # ---- Position based interfaces -----------------------------------------
-
-    def insert( self, double start, double end, object value=None ):
-        """
-        Insert the interval [start,end) associated with value `value`.
-        """
-        if self.root is None:
-            self.root = IntervalNode( start, end, value )
-        else:
-            self.root = self.root.insert( start, end, value )
-
-    add = insert
-
-
-    def find( self, start, end ):
-        """
-        Return a sorted list of all intervals overlapping [start,end).
-        """
-        if self.root is None:
-            return []
-        return self.root.find( start, end )
-
-    def before( self, position, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie before `position` and are no
-        further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        return self.root.left( position, num_intervals, max_dist )
-
-    def after( self, position, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie after `position` and are no
-        further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        return self.root.right( position, num_intervals, max_dist )
-
-    # ---- Interval-like object based interfaces -----------------------------
-
-    def insert_interval( self, interval ):
-        """
-        Insert an "interval" like object (one with at least start and end
-        attributes)
-        """
-        self.insert( interval.start, interval.end, interval )
-
-    add_interval = insert_interval
-
-    def before_interval( self, interval, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie completely before `interval`
-        and are no further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        return self.root.left( interval.start, num_intervals, max_dist )
-
-    def after_interval( self, interval, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie completely after `interval` and
-        are no further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        return self.root.right( interval.end, num_intervals, max_dist )
-
-    def upstream_of_interval( self, interval, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie completely upstream of
-        `interval` and are no further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        if interval.strand == -1 or interval.strand == "-":
-            return self.root.right( interval.end, num_intervals, max_dist )
-        else:
-            return self.root.left( interval.start, num_intervals, max_dist )
-
-    def downstream_of_interval( self, interval, num_intervals=1, max_dist=2500 ):
-        """
-        Find `num_intervals` intervals that lie completely downstream of
-        `interval` and are no further than `max_dist` positions away
-        """
-        if self.root is None:
-            return []
-        if interval.strand == -1 or interval.strand == "-":
-            return self.root.left( interval.start, num_intervals, max_dist )
-        else:
-            return self.root.right( interval.end, num_intervals, max_dist )
-
-    def traverse(self):
-        """
-        iterator that traverses the tree
-        """
-        if self.root is None:
-            return iter([])
-        return self.root.traverse()
-
-# For backward compatibility
-Intersecter = IntervalTree

nilmdb/client/__init__.py

@@ -0,0 +1,4 @@
+"""nilmdb.client"""
+
+from .client import Client
+from .errors import *

nilmdb/client/client.py

@@ -1,28 +1,32 @@
+# -*- coding: utf-8 -*-
+
 """Class for performing HTTP client requests via libcurl"""
 
-from __future__ import absolute_import
-from nilmdb.printf import *
+import nilmdb
+import nilmdb.utils
+import nilmdb.client.httpclient
+from nilmdb.utils.printf import *
 
 import time
 import sys
 import re
 import os
 import simplejson as json
-
-import nilmdb.httpclient
-
-# Other functions expect to see these in the nilmdb.client namespace
-from nilmdb.httpclient import ClientError, ServerError, Error
+import itertools
 
 version = "1.0"
 
+def float_to_string(f):
+    # Use repr to maintain full precision in the string output.
+    return repr(float(f))
+
 class Client(object):
     """Main client interface to the Nilm database."""
 
     client_version = version
 
     def __init__(self, url):
-        self.http = nilmdb.httpclient.HTTPClient(url)
+        self.http = nilmdb.client.httpclient.HTTPClient(url)
 
     def _json_param(self, data):
         """Return compact json-encoded version of parameter"""
@@ -89,33 +93,83 @@ class Client(object):
         params = { "path": path }
         return self.http.get("stream/destroy", params)
 
-    def stream_insert(self, path, data):
+    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"] = float_to_string(start)
+        if end is not None:
+            params["end"] = float_to_string(end)
+        return self.http.get("stream/remove", params)
+
+    def stream_insert(self, path, data, start = None, end = None):
         """Insert data into a stream.  data should be a file-like object
-        that provides ASCII data that matches the database layout for path."""
+        that provides ASCII data that matches the database layout for path.
+
+        start and end are the starting and ending timestamp of this
+        stream; all timestamps t in the data must satisfy 'start <= t
+        < end'.  If left unspecified, 'start' is the timestamp of the
+        first line of data, and 'end' is the timestamp on the last line
+        of data, plus a small delta of 1μs.
+        """
         params = { "path": path }
 
         # See design.md for a discussion of how much data to send.
         # These are soft limits -- actual data might be rounded up.
         max_data = 1048576
         max_time = 30
+        end_epsilon = 1e-6
+
+
+        def extract_timestamp(line):
+            return float(line.split()[0])
 
         def sendit():
-            result = self.http.put("stream/insert", send_data, params)
-            params["old_timestamp"] = result[1]
-            return result
+            # If we have more data after this, use the timestamp of
+            # the next line as the end.  Otherwise, use the given
+            # overall end time, or add end_epsilon to the last data
+            # point.
+            if nextline:
+                block_end = extract_timestamp(nextline)
+                if end and block_end > end:
+                    # This is unexpected, but we'll defer to the server
+                    # to return an error in this case.
+                    block_end = end
+            elif end:
+                block_end = end
+            else:
+                block_end = extract_timestamp(line) + end_epsilon
 
+            # Send it
+            params["start"] = float_to_string(block_start)
+            params["end"] = float_to_string(block_end)
+            return self.http.put("stream/insert", block_data, params)
+
+        clock_start = time.time()
+        block_data = ""
+        block_start = start
         result = None
-        start = time.time()
-        send_data = ""
-        for line in data:
-            elapsed = time.time() - start
-            send_data += line
+        for (line, nextline) in nilmdb.utils.misc.pairwise(data):
+            # If we don't have a starting time, extract it from the first line
+            if block_start is None:
+                block_start = extract_timestamp(line)
 
-            if (len(send_data) > max_data) or (elapsed > max_time):
+            clock_elapsed = time.time() - clock_start
+            block_data += line
+
+            # If we have enough data, or enough time has elapsed,
+            # send this block to the server, and empty things out
+            # for the next block.
+            if (len(block_data) > max_data) or (clock_elapsed > max_time):
                 result = sendit()
-                send_data = ""
-                start = time.time()
-        if len(send_data):
+                block_start = None
+                block_data = ""
+                clock_start = time.time()
+
+        # One last block?
+        if len(block_data):
             result = sendit()
 
         # Return the most recent JSON result we got back, or None if
@@ -130,9 +184,9 @@ class Client(object):
             "path": path
         }
         if start is not None:
-            params["start"] = repr(start)  # use repr to keep precision
+            params["start"] = float_to_string(start)
         if end is not None:
-            params["end"] = repr(end)
+            params["end"] = float_to_string(end)
         return self.http.get_gen("stream/intervals", params, retjson = True)
 
     def stream_extract(self, path, start = None, end = None, count = False):
@@ -148,9 +202,9 @@ class Client(object):
             "path": path,
         }
         if start is not None:
-            params["start"] = repr(start)  # use repr to keep precision
+            params["start"] = float_to_string(start)
         if end is not None:
-            params["end"] = repr(end)
+            params["end"] = float_to_string(end)
         if count:
             params["count"] = 1
 

nilmdb/client/errors.py

@@ -0,0 +1,33 @@
+"""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

nilmdb/client/httpclient.py

@@ -1,7 +1,9 @@
 """HTTP client library"""
 
-from __future__ import absolute_import
-from nilmdb.printf import *
+import nilmdb
+import nilmdb.utils
+from nilmdb.utils.printf import *
+from nilmdb.client.errors import *
 
 import time
 import sys
@@ -9,38 +11,9 @@ import re
 import os
 import simplejson as json
 import urlparse
-import urllib
 import pycurl
 import cStringIO
 
-import nilmdb.iteratorizer
-
-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 __str__(self):
-        s = sprintf("[%s]", self.status)
-        if self.message:
-            s += sprintf(" %s", self.message)
-        if self.url:
-            s += sprintf(" (%s)", self.url)
-        if self.traceback: # pragma: no cover
-            s += sprintf("\nServer traceback:\n%s", self.traceback)
-        return s
-class ClientError(Error):
-    pass
-class ServerError(Error):
-    pass
-
 class HTTPClient(object):
     """Class to manage and perform HTTP requests from the client"""
     def __init__(self, baseurl = ""):
@@ -60,7 +33,8 @@ class HTTPClient(object):
     def _setup_url(self, url = "", params = ""):
         url = urlparse.urljoin(self.baseurl, url)
         if params:
-            url = urlparse.urljoin(url, "?" + urllib.urlencode(params, True))
+            url = urlparse.urljoin(
+                url, "?" + nilmdb.utils.urllib.urlencode(params))
         self.curl.setopt(pycurl.URL, url)
         self.url = url
 
@@ -85,6 +59,10 @@ class HTTPClient(object):
             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)
@@ -109,9 +87,10 @@ class HTTPClient(object):
             self.curl.setopt(pycurl.WRITEFUNCTION, callback)
             self.curl.perform()
         try:
-            for i in nilmdb.iteratorizer.Iteratorizer(func):
+            with nilmdb.utils.Iteratorizer(func, curl_hack = True) as it:
+                for i in it:
                     if self._status == 200:
-                    # If we had a 200 response, yield the data to the caller.
+                        # If we had a 200 response, yield the data to caller.
                         yield i
                     else:
                         # Otherwise, collect it into an error string.
@@ -185,9 +164,9 @@ class HTTPClient(object):
 
     def put(self, url, postdata, params = None, retjson = True):
         """Simple PUT"""
+        self.curl.setopt(pycurl.UPLOAD, 1)
         self._setup_url(url, params)
         data = cStringIO.StringIO(postdata)
-        self.curl.setopt(pycurl.UPLOAD, 1)
         self.curl.setopt(pycurl.READFUNCTION, data.read)
         return self._doreq(url, params, retjson)
 
@@ -213,8 +192,8 @@ class HTTPClient(object):
 
     def put_gen(self, url, postdata, params = None, retjson = True):
         """Simple PUT, returning a generator"""
+        self.curl.setopt(pycurl.UPLOAD, 1)
         self._setup_url(url, params)
         data = cStringIO.StringIO(postdata)
-        self.curl.setopt(pycurl.UPLOAD, 1)
         self.curl.setopt(pycurl.READFUNCTION, data.read)
         return self._doreq_gen(url, params, retjson)

nilmdb/cmdline/__init__.py

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

nilmdb/cmdline/cmdline.py

@@ -1,22 +1,21 @@
 """Command line client functionality"""
 
-from __future__ import absolute_import
-from nilmdb.printf import *
-import nilmdb.client
+import nilmdb
+from nilmdb.utils.printf import *
+from nilmdb.utils import datetime_tz
 
-import datetime_tz
 import dateutil.parser
 import sys
 import re
 import argparse
 from argparse import ArgumentDefaultsHelpFormatter as def_form
 
-version = "0.1"
+version = "1.0"
 
 # Valid subcommands.  Defined in separate files just to break
 # things up -- they're still called with Cmdline as self.
 subcommands = [ "info", "create", "list", "metadata", "insert", "extract",
-                "destroy" ]
+                "remove", "destroy" ]
 
 # Import the subcommand modules.  Equivalent way of doing this would be
 # from . import info as cmd_info
@@ -24,10 +23,16 @@ 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 Cmdline(object):
 
     def __init__(self, argv):
         self.argv = argv
+        self.client = None
 
     def arg_time(self, toparse):
         """Parse a time string argument"""
@@ -43,10 +48,10 @@ class Cmdline(object):
         If the string doesn't contain a timestamp, the current local
         timezone is assumed (e.g. from the TZ env var).
         """
-        # If string doesn't contain at least 6 digits, consider it
-        # invalid.  smartparse might otherwise accept empty strings
-        # and strings with just separators.
-        if len(re.findall(r"\d", toparse)) < 6:
+        # 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
@@ -93,7 +98,7 @@ class Cmdline(object):
         version_string = sprintf("nilmtool %s, client library %s",
                                  version, nilmdb.Client.client_version)
 
-        self.parser = argparse.ArgumentParser(add_help = False,
+        self.parser = JimArgumentParser(add_help = False,
                                         formatter_class = def_form)
 
         group = self.parser.add_argument_group("General options")
@@ -119,6 +124,7 @@ class Cmdline(object):
 
     def die(self, formatstr, *args):
         fprintf(sys.stderr, formatstr + "\n", *args)
+        if self.client:
             self.client.close()
         sys.exit(-1)
 
@@ -131,13 +137,17 @@ class Cmdline(object):
         self.parser_setup()
         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(self.args.url)
 
         # Make a test connection to make sure things work
         try:
             server_version = self.client.version()
         except nilmdb.client.Error as e:
-            self.die("Error connecting to server: %s", str(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

nilmdb/cmdline/create.py

@@ -1,17 +1,27 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
+import textwrap
 
 from argparse import ArgumentDefaultsHelpFormatter as def_form
+from argparse import RawDescriptionHelpFormatter as raw_form
 
 def setup(self, sub):
     cmd = sub.add_parser("create", help="Create a new stream",
-                         formatter_class = def_form,
+                         formatter_class = raw_form,
                          description="""
-                         Create a new empty stream at the
-                         specified path and with the specifed
-                         layout type.
-                         """)
+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",
@@ -24,4 +34,4 @@ def cmd_create(self):
     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))
+        self.die("error creating stream: %s", str(e))

nilmdb/cmdline/destroy.py

@@ -1,5 +1,5 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
 
 from argparse import ArgumentDefaultsHelpFormatter as def_form
@@ -22,4 +22,4 @@ def cmd_destroy(self):
     try:
         self.client.stream_destroy(self.args.path)
     except nilmdb.client.ClientError as e:
-        self.die("Error deleting stream: %s", str(e))
+        self.die("error destroying stream: %s", str(e))

nilmdb/cmdline/extract.py

@@ -1,7 +1,7 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from __future__ import print_function
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
-import nilmdb.layout
 import sys
 
 def setup(self, sub):
@@ -9,17 +9,18 @@ def setup(self, sub):
                          description="""
                          Extract data from a stream.
                          """)
-    cmd.set_defaults(handler = cmd_extract)
+    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")
     group.add_argument("-s", "--start", required=True,
                        metavar="TIME", type=self.arg_time,
-                       help="Starting timestamp (free-form)")
+                       help="Starting timestamp (free-form, inclusive)")
     group.add_argument("-e", "--end", required=True,
                        metavar="TIME", type=self.arg_time,
-                       help="Ending timestamp (free-form)")
+                       help="Ending timestamp (free-form, noninclusive)")
 
     group = cmd.add_argument_group("Output format")
     group.add_argument("-b", "--bare", action="store_true",
@@ -27,20 +28,32 @@ def setup(self, sub):
     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")
 
+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)
+        self.die("error getting stream info for path %s", self.args.path)
     layout = streams[0][1]
 
+    if self.args.timestamp_raw:
+        time_string = repr
+    else:
+        time_string = self.time_string
+
     if self.args.annotate:
         printf("# path: %s\n", self.args.path)
         printf("# layout: %s\n", layout)
-        printf("# start: %s\n", self.time_string(self.args.start))
-        printf("# end: %s\n", self.time_string(self.args.end))
+        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,
@@ -51,7 +64,7 @@ def cmd_extract(self):
             # Strip timestamp (first element).  Doesn't make sense
             # if we are only returning a count.
             dataline = ' '.join(dataline.split(' ')[1:])
-        print dataline
+        print(dataline)
         printed = True
     if not printed:
         if self.args.annotate:

nilmdb/cmdline/info.py

@@ -1,5 +1,4 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 from argparse import ArgumentDefaultsHelpFormatter as def_form
 

nilmdb/cmdline/insert.py

@@ -1,8 +1,7 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
-import nilmdb.layout
-import nilmdb.timestamper
+import nilmdb.utils.timestamper as timestamper
 
 import sys
 
@@ -52,12 +51,12 @@ 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)
+        self.die("error getting stream info for path %s", self.args.path)
 
     layout = streams[0][1]
 
     if self.args.start and len(self.args.file) != 1:
-        self.die("--start can only be used with one input file, for now")
+        self.die("error: --start can only be used with one input file")
 
     for filename in self.args.file:
         if filename == '-':
@@ -66,11 +65,11 @@ def cmd_insert(self):
             try:
                 infile = open(filename, "r")
             except IOError:
-                self.die("Error opening input file %s", filename)
+                self.die("error opening input file %s", filename)
 
         # Build a timestamper for this file
         if self.args.none:
-            ts = nilmdb.timestamper.TimestamperNull(infile)
+            ts = timestamper.TimestamperNull(infile)
         else:
             if self.args.start:
                 start = self.args.start
@@ -78,14 +77,14 @@ def cmd_insert(self):
                 try:
                     start = self.parse_time(filename)
                 except ValueError:
-                    self.die("Error extracting time from filename '%s'",
+                    self.die("error extracting time from filename '%s'",
                              filename)
 
             if not self.args.rate:
-                self.die("Need to specify --rate")
+                self.die("error: --rate is needed, but was not specified")
             rate = self.args.rate
 
-            ts = nilmdb.timestamper.TimestamperRate(infile, start, rate)
+            ts = timestamper.TimestamperRate(infile, start, rate)
 
         # Print info
         if not self.args.quiet:
@@ -101,6 +100,6 @@ def cmd_insert(self):
             # 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))
+            self.die("error inserting data: %s", str(e))
 
     return

nilmdb/cmdline/list.py

@@ -1,8 +1,9 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
 
 import fnmatch
+import argparse
 from argparse import ArgumentDefaultsHelpFormatter as def_form
 
 def setup(self, sub):
@@ -13,27 +14,53 @@ def setup(self, sub):
                          optionally filtering by layout or path.  Wildcards
                          are accepted.
                          """)
-    cmd.set_defaults(handler = cmd_list)
+    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)")
+    group.add_argument("path_positional", default="*",
+                       nargs="?", help=argparse.SUPPRESS)
     group.add_argument("-l", "--layout", default="*",
                        help="Match only this stream layout")
-    group.add_argument("-p", "--path", default="*",
-                       help="Match only this path")
 
     group = cmd.add_argument_group("Interval details")
     group.add_argument("-d", "--detail", action="store_true",
                        help="Show available data time intervals")
+    group.add_argument("-T", "--timestamp-raw", action="store_true",
+                       help="Show raw timestamps in time intervals")
     group.add_argument("-s", "--start",
                        metavar="TIME", type=self.arg_time,
-                       help="Starting timestamp (free-form)")
+                       help="Starting timestamp (free-form, inclusive)")
     group.add_argument("-e", "--end",
                        metavar="TIME", type=self.arg_time,
-                       help="Ending timestamp (free-form)")
+                       help="Ending timestamp (free-form, noninclusive)")
+
+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 is after end")
 
 def cmd_list(self):
     """List available streams"""
     streams = self.client.stream_list()
+
+    if self.args.timestamp_raw:
+        time_string = repr
+    else:
+        time_string = self.time_string
+
     for (path, layout) in streams:
         if not (fnmatch.fnmatch(path, self.args.path) and
                 fnmatch.fnmatch(layout, self.args.layout)):
@@ -46,9 +73,7 @@ def cmd_list(self):
         printed = False
         for (start, end) in self.client.stream_intervals(path, self.args.start,
                                                          self.args.end):
-            printf("  [ %s -> %s ]\n",
-                   self.time_string(start),
-                   self.time_string(end))
+            printf("  [ %s -> %s ]\n", time_string(start), time_string(end))
             printed = True
         if not printed:
             printf("  (no intervals)\n")

nilmdb/cmdline/metadata.py

@@ -1,5 +1,5 @@
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+import nilmdb
 import nilmdb.client
 
 def setup(self, sub):
@@ -43,21 +43,21 @@ def cmd_metadata(self):
         for keyval in keyvals:
             kv = keyval.split('=')
             if len(kv) != 2 or kv[0] == "":
-                self.die("Error parsing key=value argument '%s'", keyval)
+                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))
+            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))
+            self.die("error getting metadata: %s", str(e))
         for key, value in sorted(data.items()):
             # Omit nonexistant keys
             if value is None:

nilmdb/cmdline/remove.py

@@ -0,0 +1,44 @@
+from nilmdb.utils.printf import *
+import nilmdb
+import nilmdb.client
+import sys
+
+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(verify = cmd_remove_verify,
+                     handler = cmd_remove)
+
+    group = cmd.add_argument_group("Data selection")
+    group.add_argument("path",
+                       help="Path of stream, e.g. /foo/bar")
+    group.add_argument("-s", "--start", required=True,
+                       metavar="TIME", type=self.arg_time,
+                       help="Starting timestamp (free-form, inclusive)")
+    group.add_argument("-e", "--end", required=True,
+                       metavar="TIME", type=self.arg_time,
+                       help="Ending timestamp (free-form, noninclusive)")
+
+    group = cmd.add_argument_group("Output format")
+    group.add_argument("-c", "--count", action="store_true",
+                       help="Output number of data points removed")
+
+def cmd_remove_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_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

nilmdb/iteratorizer.py

@@ -1,72 +0,0 @@
-import Queue
-import threading
-import sys
-
-# This file provides a class that will convert a function that
-# takes a callback into a generator that returns an iterator.
-
-# Based partially on http://stackoverflow.com/questions/9968592/
-
-class IteratorizerThread(threading.Thread):
-    def __init__(self, queue, function):
-        """
-        function: function to execute, which takes the
-        callback (provided by this class) as an argument
-        """
-        threading.Thread.__init__(self)
-        self.function = function
-        self.queue = queue
-        self.die = False
-
-    def callback(self, data):
-        if self.die:
-            raise Exception("should die")
-        self.queue.put((1, data))
-
-    def run(self):
-        try:
-            result = self.function(self.callback)
-        except:
-            if sys is not None: # can be None during unclean shutdown
-                self.queue.put((2, sys.exc_info()))
-        else:
-            self.queue.put((0, result))
-
-class Iteratorizer(object):
-    def __init__(self, function):
-        """
-        function: function to execute, which takes the
-        callback (provided by this class) as an argument
-        """
-        self.function = function
-        self.queue = Queue.Queue(maxsize = 1)
-        self.thread = IteratorizerThread(self.queue, self.function)
-        self.thread.daemon = True
-        self.thread.start()
-
-    def __del__(self):
-        # If we get garbage collected, try to get rid of the
-        # thread too by asking it to raise an exception, then
-        # draining the queue until it's gone.
-        self.thread.die = True
-        while self.thread.isAlive():
-            try:
-                self.queue.get(True, 0.01)
-            except: # pragma: no cover
-                pass
-
-    def __iter__(self):
-        return self
-
-    def next(self):
-        (typ, data) = self.queue.get()
-        if typ == 0:
-            # function returned
-            self.retval = data
-            raise StopIteration
-        elif typ == 1:
-            # data available
-            return data
-        else:
-            # exception
-            raise data[0], data[1], data[2]

nilmdb/server/__init__.py

@@ -0,0 +1,15 @@
+"""nilmdb.server"""
+
+# 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:
+    import pyximport
+    pyximport.install()
+    import layout
+except: # pragma: no cover
+    pass
+
+from .nilmdb import NilmDB
+from .server import Server
+from .errors import *

nilmdb/server/bulkdata.py

@@ -0,0 +1,462 @@
+# 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
+import nilmdb
+from nilmdb.utils.printf import *
+
+import os
+import sys
+import cPickle as pickle
+import struct
+import fnmatch
+import mmap
+import re
+
+# 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 = True)
+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(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'
+        """
+        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")
+
+        # Get layout, and build format string for struct module
+        try:
+            layout = nilmdb.server.layout.get_named(layout_name)
+            struct_fmt = '<d'  # Little endian, double timestamp
+            struct_mapping = {
+                "int8": 'b',
+                "uint8": 'B',
+                "int16": 'h',
+                "uint16": 'H',
+                "int32": 'i',
+                "uint32": 'I',
+                "int64": 'q',
+                "uint64": 'Q',
+                "float32": 'f',
+                "float64": 'd',
+                }
+            for n in range(layout.count):
+                struct_fmt += struct_mapping[layout.datatype]
+        except KeyError:
+            raise ValueError("no such layout, or bad data types")
+
+        # Create the table.  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('/')
+        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)
+
+        # Make the final dir
+        ospath = os.path.join(self.root, *elements)
+        if os.path.isdir(ospath):
+            raise ValueError("subdirs of this path already exist")
+        os.mkdir(ospath)
+
+        # Write format string to file
+        Table.create(ospath, struct_fmt, self.file_size, self.files_per_dir)
+
+        # Open and cache it
+        self.getnode(unicodepath)
+
+        # Success
+        return
+
+    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 empty parent directories
+        for i in reversed(range(len(elements))):
+            ospath = os.path.join(self.root, *elements[0:i+1])
+            try:
+                os.rmdir(ospath)
+            except OSError:
+                break
+
+    # 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 = True)
+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 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, struct_fmt, file_size, files_per_dir):
+        """Initialize a table at the given OS path.
+        'struct_fmt' is a Struct module format description"""
+
+        # Calculate rows per file so that each file is approximately
+        # file_size bytes.
+        packer = struct.Struct(struct_fmt)
+        rows_per_file = max(file_size // packer.size, 1)
+
+        format = { "rows_per_file": rows_per_file,
+                   "files_per_dir": files_per_dir,
+                   "struct_fmt": struct_fmt,
+                   "version": 1 }
+        with open(os.path.join(root, "_format"), "wb") as f:
+            pickle.dump(format, 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 and build packer
+        with open(os.path.join(self.root, "_format"), "rb") as f:
+            format = pickle.load(f)
+
+        if format["version"] != 1: # pragma: no cover (just future proofing)
+            raise NotImplementedError("version " + format["version"] +
+                                      " bulk data store not supported")
+
+        self.rows_per_file = format["rows_per_file"]
+        self.files_per_dir = format["files_per_dir"]
+        self.packer = struct.Struct(format["struct_fmt"])
+        self.file_size = self.packer.size * self.rows_per_file
+
+        # Find nrows
+        self.nrows = self._get_nrows()
+
+    def close(self):
+        self.mmap_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.packer.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.packer.size) != 0: # pragma: no cover; shouldn't occur
+            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.packer.size)
+        return row
+
+    # Cache open files
+    @nilmdb.utils.lru_cache(size = fd_cache_size,
+                            keys = slice(0,3), # exclude newsize
+                            onremove = lambda x: x.close())
+    def mmap_open(self, subdir, filename, newsize = None):
+        """Open and map a given 'subdir/filename' (relative to self.root).
+        Will be automatically closed when evicted from the cache.
+
+        If 'newsize' is provided, the file is truncated to the given
+        size before the mapping is returned.  (Note that the LRU cache
+        on this function means the truncate will only happen if the
+        object isn't already cached; mmap.resize should be used too.)"""
+        try:
+            os.mkdir(os.path.join(self.root, subdir))
+        except OSError:
+            pass
+        f = open(os.path.join(self.root, subdir, filename), "a+", 0)
+        if newsize is not None:
+            # mmap can't map a zero-length file, so this allows the
+            # caller to set the filesize between file creation and
+            # mmap.
+            f.truncate(newsize)
+        mm = mmap.mmap(f.fileno(), 0)
+        return mm
+
+    def mmap_open_resize(self, subdir, filename, newsize):
+        """Open and map a given 'subdir/filename' (relative to self.root).
+        The file is resized to the given size."""
+        # Pass new size to mmap_open
+        mm = self.mmap_open(subdir, filename, newsize)
+        # In case we got a cached copy, need to call mm.resize too.
+        mm.resize(newsize)
+        return mm
+
+    def append(self, data):
+        """Append the data and flush it to disk.
+        data is a nested Python list [[row],[row],[...]]"""
+        remaining = len(data)
+        dataiter = iter(data)
+        while remaining:
+            # See how many rows we can fit into the current file, and open it
+            (subdir, fname, offset, count) = self._offset_from_row(self.nrows)
+            if count > remaining:
+                count = remaining
+            newsize = offset + count * self.packer.size
+            mm = self.mmap_open_resize(subdir, fname, newsize)
+            mm.seek(offset)
+
+            # Write the data
+            for i in xrange(count):
+                row = dataiter.next()
+                mm.write(self.packer.pack(*row))
+            remaining -= count
+            self.nrows += count
+
+    def __getitem__(self, key):
+        """Extract data and return it.  Supports simple indexing
+        (table[n]) and range slices (table[n:m]).  Returns a nested
+        Python list [[row],[row],[...]]"""
+
+        # Handle simple slices
+        if isinstance(key, slice):
+            # Fall back to brute force if the slice isn't simple
+            if ((key.step is not None and key.step != 1) or
+                key.start is None or
+                key.stop is None or
+                key.start >= key.stop or
+                key.start < 0 or
+                key.stop > self.nrows):
+                return [ self[x] for x in xrange(*key.indices(self.nrows)) ]
+
+            ret = []
+            row = key.start
+            remaining = key.stop - key.start
+            while remaining:
+                (subdir, filename, offset, count) = self._offset_from_row(row)
+                if count > remaining:
+                    count = remaining
+                mm = self.mmap_open(subdir, filename)
+                for i in xrange(count):
+                    ret.append(list(self.packer.unpack_from(mm, offset)))
+                    offset += self.packer.size
+                remaining -= count
+                row += count
+            return ret
+
+        # Handle single points
+        if key < 0 or key >= self.nrows:
+            raise IndexError("Index out of range")
+        (subdir, filename, offset, count) = self._offset_from_row(key)
+        mm = self.mmap_open(subdir, filename)
+        # unpack_from ignores the mmap object's current seek position
+        return list(self.packer.unpack_from(mm, offset))
+
+    def _remove_rows(self, subdir, filename, start, stop):
+        """Helper to mark specific rows as being removed from a
+        file, and potentially removing or truncating the file itself."""
+        # Import an existing list of deleted rows for this file
+        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):
+            # Close potentially open file in mmap_open LRU cache
+            self.mmap_open.cache_remove(self, subdir, filename)
+
+            # Delete files
+            os.remove(datafile)
+            if cachefile_present:
+                os.remove(cachefile)
+
+            # Try deleting subdir, too
+            try:
+                os.rmdir(os.path.join(self.root, subdir))
+            except:
+                pass
+        else:
+            # 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.packer.size
+            # Mark the rows as being removed
+            self._remove_rows(subdir, filename, row_offset, row_offset + count)
+            remaining -= count
+            row += count
+
+class TimestampOnlyTable(object):
+    """Helper that lets us pass a Tables object into bisect, by
+    returning only the timestamp when a particular row is requested."""
+    def __init__(self, table):
+        self.table = table
+    def __getitem__(self, index):
+        return self.table[index][0]

nilmdb/server/errors.py

@@ -0,0 +1,12 @@
+"""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

nilmdb/server/interval.pyx

@@ -37,6 +37,7 @@ cdef class Interval:
         'start' and 'end' are arbitrary floats 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 = float(start)
         self.end = float(end)
@@ -177,8 +178,8 @@ cdef class IntervalSet:
             else:
                 return False
 
-        this = [ x for x in self ]
-        that = [ x for x in other ]
+        this = list(self)
+        that = list(other)
 
         try:
             while True:
@@ -236,6 +237,12 @@ cdef class IntervalSet:
                 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
 
@@ -272,7 +279,7 @@ cdef class IntervalSet:
 
         return out
 
-    def intersection(self, Interval interval not None):
+    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.
@@ -281,6 +288,10 @@ cdef class IntervalSet:
 
         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")
@@ -288,10 +299,16 @@ cdef class IntervalSet:
             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
 
     cpdef intersects(self, Interval other):
@@ -300,3 +317,13 @@ cdef class IntervalSet:
             if n.obj.intersects(other):
                 return True
         return False
+
+    def find_end(self, double 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

nilmdb/server/layout.pyx

@@ -1,6 +1,5 @@
 # cython: profile=False
 
-import tables
 import time
 import sys
 import inspect
@@ -122,15 +121,6 @@ class Layout:
             s += " %d" % d[i+1]
         return s + "\n"
 
-    # PyTables description
-    def description(self):
-        """Return the PyTables description of this layout"""
-        desc = {}
-        desc['timestamp'] = tables.Col.from_type('float64', pos=0)
-        for n in range(self.count):
-            desc['c' + str(n+1)] = tables.Col.from_type(self.datatype, pos=n+1)
-        return tables.Description(desc)
-
 # Get a layout by name
 def get_named(typestring):
     try:
@@ -180,7 +170,7 @@ class Parser(object):
                 if line[0] == '\#':
                     continue
                 (ts, row) = self.layout.parse(line)
-                if ts < last_ts:
+                if ts <= last_ts:
                     raise ValueError("timestamp is not "
                                      "monotonically increasing")
                 last_ts = ts

nilmdb/server/nilmdb.py

@@ -4,27 +4,26 @@
 
 Object that represents a NILM database file.
 
-Manages both the SQL database and the PyTables storage backend.
+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 nilmdb module instead.
+# 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
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+from nilmdb.server.interval import (Interval, DBInterval,
+                                    IntervalSet, IntervalError)
+from nilmdb.server import bulkdata
+from nilmdb.server.errors import *
 
 import sqlite3
-import tables
 import time
 import sys
 import os
 import errno
 import bisect
 
-import pyximport
-pyximport.install()
-from nilmdb.interval import Interval, DBInterval, IntervalSet, IntervalError
-
 # Note about performance and transactions:
 #
 # Committing a transaction in the default sync mode (PRAGMA synchronous=FULL)
@@ -76,30 +75,14 @@ _sql_schema_updates = {
     """,
 }
 
-class NilmDBError(Exception):
-    """Base exception for NilmDB errors"""
-    def __init__(self, message = "Unspecified error"):
-        Exception.__init__(self, self.__class__.__name__ + ": " + message)
-
-class StreamError(NilmDBError):
-    pass
-
-class OverlapError(NilmDBError):
-    pass
-
-# Helper that lets us pass a Pytables table into bisect
-class BisectableTable(object):
-    def __init__(self, table):
-        self.table = table
-    def __getitem__(self, index):
-        return self.table[index][0]
-
+@nilmdb.utils.must_close()
 class NilmDB(object):
     verbose = 0
 
-    def __init__(self, basepath, sync=True, max_results=None):
+    def __init__(self, basepath, sync=True, max_results=None,
+                 bulkdata_args={}):
         # set up path
-        self.basepath = os.path.abspath(basepath.rstrip('/'))
+        self.basepath = os.path.abspath(basepath)
 
         # Create the database path if it doesn't exist
         try:
@@ -108,16 +91,16 @@ class NilmDB(object):
             if e.errno != errno.EEXIST:
                 raise IOError("can't create tree " + self.basepath)
 
-        # Our HD5 file goes inside it
-        h5filename = os.path.abspath(self.basepath + "/data.h5")
-        self.h5file = tables.openFile(h5filename, "a", "NILM Database")
+        # Our data goes inside it
+        self.data = bulkdata.BulkData(self.basepath, **bulkdata_args)
 
         # SQLite database too
-        sqlfilename = os.path.abspath(self.basepath + "/data.sql")
+        sqlfilename = os.path.join(self.basepath, "data.sql")
         # We use check_same_thread = False, assuming that the rest
         # of the code (e.g. Server) will be smart and not access this
-        # database from multiple threads simultaneously.  That requirement
-        # may be relaxed later.
+        # database from multiple threads simultaneously.  Otherwise
+        # false positives will occur when the database is only opened
+        # in one thread, and only accessed in another.
         self.con = sqlite3.connect(sqlfilename, check_same_thread = False)
         self._sql_schema_update()
 
@@ -134,17 +117,6 @@ class NilmDB(object):
         else:
             self.max_results = 16384
 
-        self.opened = True
-
-        # Cached intervals
-        self._cached_iset = {}
-
-    def __del__(self):
-        if "opened" in self.__dict__: # pragma: no cover
-            fprintf(sys.stderr,
-                    "error: NilmDB.close() wasn't called, path %s",
-                    self.basepath)
-
     def get_basepath(self):
         return self.basepath
 
@@ -152,8 +124,7 @@ class NilmDB(object):
         if self.con:
             self.con.commit()
             self.con.close()
-        self.h5file.close()
-        del self.opened
+        self.data.close()
 
     def _sql_schema_update(self):
         cur = self.con.cursor()
@@ -170,12 +141,11 @@ class NilmDB(object):
             with self.con:
                 cur.execute("PRAGMA user_version = {v:d}".format(v=version))
 
+    @nilmdb.utils.lru_cache(size = 16)
     def _get_intervals(self, stream_id):
         """
         Return a mutable IntervalSet corresponding to the given stream ID.
         """
-        # Load from database if not cached
-        if stream_id not in self._cached_iset:
         iset = IntervalSet()
         result = self.con.execute("SELECT start_time, end_time, "
                                   "start_pos, end_pos "
@@ -188,42 +158,112 @@ class NilmDB(object):
                                    start_pos, end_pos)
         except IntervalError as e: # pragma: no cover
             raise NilmDBError("unexpected overlap in ranges table!")
-            self._cached_iset[stream_id] = iset
-        # Return cached value
-        return self._cached_iset[stream_id]
 
-    # TODO: Split add_interval into two pieces, one to add
-    # and one to flush to disk?
-    # Need to think about this.  Basic problem is that we can't
-    # mess with intervals once they're in the IntervalSet,
-    # without mucking with bxinterval internals.
+        return iset
 
-    # Maybe add a separate optimization step?
-    # Join intervals that have a fairly small gap between them
+    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)
         """
-        # Ensure this stream's intervals are cached, and add the new
-        # interval to that cache.
+        # Load this stream's intervals
         iset = self._get_intervals(stream_id)
-        try:
-            iset += DBInterval(interval.start, interval.end,
-                               interval.start, interval.end,
-                               start_pos, end_pos)
-        except IntervalError as e: # pragma: no cover
+
+        # 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.con.execute("INSERT INTO ranges "
-                         "(stream_id,start_time,end_time,start_pos,end_pos) "
-                         "VALUES (?,?,?,?,?)",
-                         (stream_id, interval.start, interval.end,
-                          int(start_pos), int(end_pos)))
+        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):
         """Return list of [path, layout] lists of all streams
         in the database.
@@ -285,34 +325,11 @@ class NilmDB(object):
 
         layout_name: string for nilmdb.layout.get_named(), e.g. 'float32_8'
         """
-        if path[0] != '/':
-            raise ValueError("paths must start with /")
-        [ group, node ] = path.rsplit("/", 1)
-        if group == '':
-            raise ValueError("invalid path")
+        # Create the bulk storage.  Raises ValueError on error, which we
+        # pass along.
+        self.data.create(path, layout_name)
 
-        # Get description
-        try:
-            desc = nilmdb.layout.get_named(layout_name).description()
-        except KeyError:
-            raise ValueError("no such layout")
-
-        # Estimated table size (for PyTables optimization purposes): assume
-        # 3 months worth of data at 8 KHz.  It's OK if this is wrong.
-        exp_rows = 8000 * 60*60*24*30*3
-
-        # Create the table
-        try:
-            table = self.h5file.createTable(group, node,
-                                            description = desc,
-                                            expectedrows = exp_rows,
-                                            createparents = True)
-        except AttributeError:
-            # Trying to create e.g. /foo/bar/baz when /foo/bar is already
-            # a table raises this error.
-            raise ValueError("error creating table at that path")
-
-        # Insert into SQL database once the PyTables is happy
+        # 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))
@@ -358,24 +375,14 @@ class NilmDB(object):
 
     def stream_destroy(self, path):
         """Fully remove a table and all of its data from the database.
-        No way to undo it!  The group structure is removed, if there
-        are no other tables in it.  Metadata is removed."""
+        No way to undo it!  Metadata is removed."""
         stream_id = self._stream_id(path)
 
-        # Delete the cached interval data
-        if stream_id in self._cached_iset:
-            del self._cached_iset[stream_id]
+        # Delete the cached interval data (if it was cached)
+        self._get_intervals.cache_remove(self, stream_id)
 
-        # Delete the data node, and all parent nodes (if they have no
-        # remaining children)
-        split_path = path.lstrip('/').split("/")
-        while split_path:
-            name = split_path.pop()
-            where = "/" + "/".join(split_path)
-            try:
-                self.h5file.removeNode(where, name, recursive = False)
-            except tables.NodeError:
-                break
+        # Delete the data
+        self.data.destroy(path)
 
         # Delete metadata, stream, intervals
         with self.con as con:
@@ -383,49 +390,35 @@ class NilmDB(object):
             con.execute("DELETE FROM ranges WHERE stream_id=?", (stream_id,))
             con.execute("DELETE FROM streams WHERE id=?", (stream_id,))
 
-    def stream_insert(self, path, parser, old_timestamp = None):
+    def stream_insert(self, path, start, end, data):
         """Insert new data into the database.
            path: Path at which to add the data
-           parser: nilmdb.layout.Parser instance full of data to insert
+           start: Starting timestamp
+           end: Ending timestamp
+           data: Rows of data, to be passed to PyTable's table.append
+                 method.  E.g. nilmdb.layout.Parser.data
            """
-        if (not parser.min_timestamp or not parser.max_timestamp or
-            not len(parser.data)):
-            raise StreamError("no data provided")
-
-        # If we were provided with an old timestamp, the expectation
-        # is that the client has a contiguous block of time it is sending,
-        # but it's doing it over multiple calls to stream_insert.
-        # old_timestamp is the max_timestamp of the previous insert.
-        # To make things continuous, use that as our starting timestamp
-        # instead of what the parser found.
-        if old_timestamp:
-            min_timestamp = old_timestamp
-        else:
-            min_timestamp = parser.min_timestamp
-
         # First check for basic overlap using timestamp info given.
         stream_id = self._stream_id(path)
         iset = self._get_intervals(stream_id)
-        interval = Interval(min_timestamp, parser.max_timestamp)
+        interval = Interval(start, end)
         if iset.intersects(interval):
             raise OverlapError("new data overlaps existing data at range: "
                                + str(iset & interval))
 
-        # Insert the data into pytables
-        table = self.h5file.getNode(path)
+        # Insert the data
+        table = self.data.getnode(path)
         row_start = table.nrows
-        table.append(parser.data)
+        table.append(data)
         row_end = table.nrows
-        table.flush()
 
         # Insert the record into the sql database.
-        # Casts are to convert from numpy.int64.
-        self._add_interval(stream_id, interval, int(row_start), int(row_end))
+        self._add_interval(stream_id, interval, row_start, row_end)
 
         # And that's all
         return "ok"
 
-    def _find_start(self, table, interval):
+    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
@@ -433,14 +426,14 @@ class NilmDB(object):
         equal to 'start'.
         """
         # Optimization for the common case where an interval wasn't truncated
-        if interval.start == interval.db_start:
-            return interval.db_startpos
-        return bisect.bisect_left(BisectableTable(table),
-                                  interval.start,
-                                  interval.db_startpos,
-                                  interval.db_endpos)
+        if dbinterval.start == dbinterval.db_start:
+            return dbinterval.db_startpos
+        return bisect.bisect_left(bulkdata.TimestampOnlyTable(table),
+                                  dbinterval.start,
+                                  dbinterval.db_startpos,
+                                  dbinterval.db_endpos)
 
-    def _find_end(self, table, interval):
+    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
@@ -448,16 +441,16 @@ class NilmDB(object):
         to 'end'.
         """
         # Optimization for the common case where an interval wasn't truncated
-        if interval.end == interval.db_end:
-            return interval.db_endpos
+        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(BisectableTable(table),
-                                  interval.end,
-                                  interval.db_startpos,
-                                  interval.db_endpos)
+        return bisect.bisect_left(bulkdata.TimestampOnlyTable(table),
+                                  dbinterval.end,
+                                  dbinterval.db_startpos,
+                                  dbinterval.db_endpos)
 
     def stream_extract(self, path, start = None, end = None, count = False):
         """
@@ -478,8 +471,8 @@ class NilmDB(object):
         than actually fetching the data.  It is not limited by
         max_results.
         """
-        table = self.h5file.getNode(path)
         stream_id = self._stream_id(path)
+        table = self.data.getnode(path)
         intervals = self._get_intervals(stream_id)
         requested = Interval(start or 0, end or 1e12)
         result = []
@@ -516,3 +509,45 @@ class NilmDB(object):
         if count:
             return matched
         return (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)
+        to_remove = Interval(start or 0, end or 1e12)
+        removed = 0
+
+        if start == end:
+            return 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

nilmdb/server/server.py

@@ -1,17 +1,19 @@
 """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.
+# 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
-
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+from nilmdb.server.errors import *
 
 import cherrypy
 import sys
 import time
 import os
 import simplejson as json
+import decorator
+import traceback
 
 try:
     import cherrypy
@@ -24,8 +26,61 @@ class NilmApp(object):
     def __init__(self, db):
         self.db = db
 
-version = "1.1"
+version = "1.2"
 
+# 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.
+    """
+    try:
+        for val in func(*args, **kwargs):
+            yield val
+    except (LookupError, UnicodeError) as e:
+        raise Exception("bug workaround; real exception is:\n" +
+                        traceback.format_exc())
+
+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):
+        try:
+            return func(*args, **kwargs)
+        except expected as e:
+            message = sprintf("%s", str(e))
+            raise cherrypy.HTTPError("400 Bad Request", message)
+    # 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)
+
+# CherryPy apps
 class Root(NilmApp):
     """Root application for NILM database"""
 
@@ -59,7 +114,7 @@ class Root(NilmApp):
     @cherrypy.expose
     @cherrypy.tools.json_out()
     def dbsize(self):
-        return nilmdb.du.du(self.db.get_basepath())
+        return nilmdb.utils.du(self.db.get_basepath())
 
 class Stream(NilmApp):
     """Stream-specific operations"""
@@ -78,26 +133,20 @@ class Stream(NilmApp):
     # /stream/create?path=/newton/prep&layout=PrepData
     @cherrypy.expose
     @cherrypy.tools.json_out()
+    @exception_to_httperror(NilmDBError, ValueError)
     def create(self, path, layout):
         """Create a new stream in the database.  Provide path
         and one of the nilmdb.layout.layouts keys.
         """
-        try:
         return self.db.stream_create(path, layout)
-        except Exception as e:
-            message = sprintf("%s: %s", type(e).__name__, e.message)
-            raise cherrypy.HTTPError("400 Bad Request", message)
 
     # /stream/destroy?path=/newton/prep
     @cherrypy.expose
     @cherrypy.tools.json_out()
+    @exception_to_httperror(NilmDBError)
     def destroy(self, path):
         """Delete a stream and its associated data."""
-        try:
         return self.db.stream_destroy(path)
-        except Exception as e:
-            message = sprintf("%s: %s", type(e).__name__, e.message)
-            raise cherrypy.HTTPError("400 Bad Request", message)
 
     # /stream/get_metadata?path=/newton/prep
     # /stream/get_metadata?path=/newton/prep&key=foo&key=bar
@@ -109,7 +158,7 @@ class Stream(NilmApp):
         matching the given keys."""
         try:
             data = self.db.stream_get_metadata(path)
-        except nilmdb.nilmdb.StreamError as e:
+        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()
@@ -126,49 +175,35 @@ class Stream(NilmApp):
     # /stream/set_metadata?path=/newton/prep&data=<json>
     @cherrypy.expose
     @cherrypy.tools.json_out()
+    @exception_to_httperror(NilmDBError, LookupError, TypeError)
     def set_metadata(self, path, data):
         """Set metadata for the named stream, replacing any
         existing metadata.  Data should be a json-encoded
         dictionary"""
-        try:
         data_dict = json.loads(data)
         self.db.stream_set_metadata(path, data_dict)
-        except Exception as e:
-            message = sprintf("%s: %s", type(e).__name__, e.message)
-            raise cherrypy.HTTPError("400 Bad Request", message)
         return "ok"
 
     # /stream/update_metadata?path=/newton/prep&data=<json>
     @cherrypy.expose
     @cherrypy.tools.json_out()
+    @exception_to_httperror(NilmDBError, LookupError, TypeError)
     def update_metadata(self, path, data):
         """Update metadata for the named stream.  Data
         should be a json-encoded dictionary"""
-        try:
         data_dict = json.loads(data)
         self.db.stream_update_metadata(path, data_dict)
-        except Exception as e:
-            message = sprintf("%s: %s", type(e).__name__, e.message)
-            raise cherrypy.HTTPError("400 Bad Request", message)
         return "ok"
 
     # /stream/insert?path=/newton/prep
     @cherrypy.expose
     @cherrypy.tools.json_out()
     #@cherrypy.tools.disable_prb()
-    def insert(self, path, old_timestamp = None):
+    def insert(self, path, start, end):
         """
         Insert new data into the database.  Provide textual data
         (matching the path's layout) as a HTTP PUT.
-
-        old_timestamp is used when making multiple, split-up insertions
-        for a larger contiguous block of data.  The first insert
-        will return the maximum timestamp that it saw, and the second
-        insert should provide this timestamp as an argument.  This is
-        used to extend the previous database interval rather than
-        start a new one.
         """
-
         # Important that we always read the input before throwing any
         # errors, to keep lengths happy for persistent connections.
         # However, CherryPy 3.2.2 has a bug where this fails for GET
@@ -186,35 +221,75 @@ class Stream(NilmApp):
 
         # Parse the input data
         try:
-            parser = nilmdb.layout.Parser(layout)
+            parser = nilmdb.server.layout.Parser(layout)
             parser.parse(body)
-        except nilmdb.layout.ParserError as e:
+        except nilmdb.server.layout.ParserError as e:
             raise cherrypy.HTTPError("400 Bad Request",
-                                     "Error parsing input data: " +
+                                     "error parsing input data: " +
                                      e.message)
 
+        if (not parser.min_timestamp or not parser.max_timestamp or
+            not len(parser.data)):
+            raise cherrypy.HTTPError("400 Bad Request",
+                                     "no data provided")
+
+        # Check limits
+        start = float(start)
+        end = float(end)
+        if parser.min_timestamp < start:
+            raise cherrypy.HTTPError("400 Bad Request", "Data timestamp " +
+                                     repr(parser.min_timestamp) +
+                                     " < start time " + repr(start))
+        if parser.max_timestamp >= end:
+            raise cherrypy.HTTPError("400 Bad Request", "Data timestamp " +
+                                     repr(parser.max_timestamp) +
+                                     " >= end time " + repr(end))
+
         # Now do the nilmdb insert, passing it the parser full of data.
         try:
-            if old_timestamp:
-                old_timestamp = float(old_timestamp)
-            result = self.db.stream_insert(path, parser, old_timestamp)
-        except nilmdb.nilmdb.NilmDBError as e:
+            result = self.db.stream_insert(path, start, end, parser.data)
+        except NilmDBError as e:
             raise cherrypy.HTTPError("400 Bad Request", e.message)
 
-        # Return the maximum timestamp that we saw.  The client will
-        # return this back to us as the old_timestamp parameter, if
-        # it has more data to send.
-        return ("ok", parser.max_timestamp)
+        # Done
+        return "ok"
+
+    # /stream/remove?path=/newton/prep
+    # /stream/remove?path=/newton/prep&start=1234567890.0&end=1234567899.0
+    @cherrypy.expose
+    @cherrypy.tools.json_out()
+    @exception_to_httperror(NilmDBError)
+    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 = float(start)
+        if end is not None:
+            end = float(end)
+        if start is not None and end is not None:
+            if end < start:
+                raise cherrypy.HTTPError("400 Bad Request",
+                                         "end before start")
+        return self.db.stream_remove(path, start, end)
 
     # /stream/intervals?path=/newton/prep
     # /stream/intervals?path=/newton/prep&start=1234567890.0&end=1234567899.0
     @cherrypy.expose
+    @chunked_response
+    @response_type("text/plain")
     def intervals(self, path, start = None, end = None):
         """
         Get intervals from backend database.  Streams the resulting
         intervals as JSON strings separated by newlines.  This may
         make multiple requests to the nilmdb backend to avoid causing
         it to block for too long.
+
+        Note that the response type is set to 'text/plain' even
+        though we're sending back JSON; this is because we're not
+        really returning a single JSON object.
         """
         if start is not None:
             start = float(start)
@@ -230,9 +305,9 @@ class Stream(NilmApp):
         if len(streams) != 1:
             raise cherrypy.HTTPError("404 Not Found", "No such stream")
 
+        @workaround_cp_bug_1200
         def content(start, end):
-            # Note: disable response.stream below to get better debug info
-            # from tracebacks in this subfunction.
+            # Note: disable chunked responses to see tracebacks from here.
             while True:
                 (intervals, restart) = self.db.stream_intervals(path,start,end)
                 response = ''.join([ json.dumps(i) + "\n" for i in intervals ])
@@ -241,10 +316,11 @@ class Stream(NilmApp):
                     break
                 start = restart
         return content(start, end)
-    intervals._cp_config = { 'response.stream': True } # chunked HTTP response
 
     # /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
@@ -272,11 +348,11 @@ class Stream(NilmApp):
         layout = streams[0][1]
 
         # Get formatter
-        formatter = nilmdb.layout.Formatter(layout)
+        formatter = nilmdb.server.layout.Formatter(layout)
 
+        @workaround_cp_bug_1200
         def content(start, end, count):
-            # Note: disable response.stream below to get better debug info
-            # from tracebacks in this subfunction.
+            # 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)
@@ -292,8 +368,6 @@ class Stream(NilmApp):
                     return
                 start = restart
         return content(start, end, count)
-    extract._cp_config = { 'response.stream': True } # chunked HTTP response
-
 
 class Exiter(object):
     """App that exits the server, for testing"""
@@ -318,7 +392,7 @@ class Server(object):
         # Need to wrap DB object in a serializer because we'll call
         # into it from separate threads.
         self.embedded = embedded
-        self.db = nilmdb.serializer.WrapObject(db)
+        self.db = nilmdb.utils.Serializer(db)
         cherrypy.config.update({
             'server.socket_host': host,
             'server.socket_port': port,
@@ -329,11 +403,22 @@ class Server(object):
         if self.embedded:
             cherrypy.config.update({ 'environment': 'embedded' })
 
+        # Send a permissive Access-Control-Allow-Origin (CORS) header
+        # with all responses so that browsers can send cross-domain
+        # requests to this server.
+        cherrypy.config.update({ 'response.headers.Access-Control-Allow-Origin':
+                                 '*' })
+
         # Send tracebacks in error responses.  They're hidden by the
         # error_page function for client errors (code 400-499).
         cherrypy.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 = {}
+
         cherrypy.tree.apps = {}
         cherrypy.tree.mount(Root(self.db, self.version), "/")
         cherrypy.tree.mount(Stream(self.db), "/stream")
@@ -396,8 +481,10 @@ class Server(object):
         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,

nilmdb/utils/__init__.py

@@ -0,0 +1,11 @@
+"""NilmDB utilities"""
+
+from .timer import Timer
+from .iteratorizer import Iteratorizer
+from .serializer import Serializer
+from .lrucache import lru_cache
+from .diskusage import du
+from .mustclose import must_close
+from .urllib import urlencode
+from . import misc
+from . import atomic

nilmdb/utils/atomic.py

@@ -0,0 +1,26 @@
+# 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)
+

nilmdb/utils/diskusage.py

@@ -1,4 +1,3 @@
-import nilmdb
 import os
 from math import log
 

nilmdb/utils/iteratorizer.py

@@ -0,0 +1,99 @@
+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.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:
+                pass

nilmdb/utils/lrucache.py

@@ -0,0 +1,77 @@
+# 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
+import warnings
+
+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

nilmdb/utils/misc.py

@@ -0,0 +1,8 @@
+import itertools
+
+def pairwise(iterable):
+    "s -> (s0,s1), (s1,s2), ..., (sn,None)"
+    a, b = itertools.tee(iterable)
+    next(b, None)
+    return itertools.izip_longest(a, b)
+

nilmdb/utils/mustclose.py

@@ -0,0 +1,63 @@
+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):
+
+        # Helper to replace a class method with a wrapper function,
+        # while maintaining argument specs etc.
+        def wrap_class_method(wrapper_func):
+            method = wrapper_func.__name__
+            if method in cls.__dict__:
+                orig = getattr(cls, method).im_func
+            else:
+                orig = lambda self: None
+            setattr(cls, method, decorator.decorator(wrapper_func, 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):
+            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

nilmdb/utils/serializer.py

@@ -67,3 +67,6 @@ class WrapObject(object):
     def __del__(self):
         self.__wrap_call_queue.put((None, None, None, None))
         self.__wrap_serializer.join()
+
+# Just an alias
+Serializer = WrapObject

nilmdb/utils/timer.py

@@ -5,6 +5,7 @@
 #   with nilmdb.Timer("flush"):
 #       foo.flush()
 
+from __future__ import print_function
 import contextlib
 import time
 
@@ -18,4 +19,4 @@ def Timer(name = None, tosyslog = False):
         import syslog
         syslog.syslog(msg)
     else:
-        print msg
+        print(msg)

nilmdb/utils/timestamper.py

@@ -1,11 +1,10 @@
 """File-like objects that add timestamps to the input lines"""
 
-from __future__ import absolute_import
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
+from nilmdb.utils import datetime_tz
 
 import time
 import os
-import datetime_tz
 
 class Timestamper(object):
     """A file-like object that adds timestamps to lines of an input file."""

nilmdb/utils/urllib.py

@@ -0,0 +1,37 @@
+from __future__ import absolute_import
+from urllib import quote_plus, _is_unicode
+
+# urllib.urlencode insists on encoding Unicode as ASCII.  This is based
+# on that function, except we always encode it as UTF-8 instead.
+
+def urlencode(query):
+    """Encode a dictionary into a URL query string.
+
+    If any values in the query arg are sequences, each sequence
+    element is converted to a separate parameter.
+    """
+
+    query = query.items()
+
+    l = []
+    for k, v in query:
+        k = quote_plus(str(k))
+        if isinstance(v, str):
+            v = quote_plus(v)
+            l.append(k + '=' + v)
+        elif _is_unicode(v):
+            v = quote_plus(v.encode("utf-8","strict"))
+            l.append(k + '=' + v)
+        else:
+            try:
+                # is this a sufficient test for sequence-ness?
+                len(v)
+            except TypeError:
+                # not a sequence
+                v = quote_plus(str(v))
+                l.append(k + '=' + v)
+            else:
+                # loop over the sequence
+                for elt in v:
+                    l.append(k + '=' + quote_plus(str(elt)))
+    return '&'.join(l)

runserver.py

@@ -3,14 +3,17 @@
 import nilmdb
 import argparse
 
-parser = argparse.ArgumentParser(description='Run the NILM server')
+formatter = argparse.ArgumentDefaultsHelpFormatter
+parser = argparse.ArgumentParser(description='Run the NILM server',
+                                 formatter_class = formatter)
 parser.add_argument('-p', '--port', help='Port number', type=int, default=12380)
+parser.add_argument('-d', '--database', help='Database directory', default="db")
 parser.add_argument('-y', '--yappi', help='Run with yappi profiler',
                     action='store_true')
 args = parser.parse_args()
 
 # Start web app on a custom port
-db = nilmdb.NilmDB("db")
+db = nilmdb.NilmDB(args.database)
 server = nilmdb.Server(db, host = "127.0.0.1",
                        port = args.port,
                        embedded = False)

runtests.py

@@ -0,0 +1,46 @@
+#!/usr/bin/python
+
+import nose
+import os
+import sys
+import glob
+from collections import OrderedDict
+
+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"])

setup.cfg

@@ -1,15 +1,28 @@
+[aliases]
+test = nosetests
+
 [nosetests]
-# note: the value doesn't matter, that's why they're empty here
-nocapture=
-nologcapture=        # comment to see cherrypy logs on failure
-with-coverage=
-cover-inclusive=
+# 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=
-##cover-html=         # this works, puts html output in cover/ dir
-##cover-branches=     # need nose 1.1.3 for this
-stop=
+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_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
@@ -21,6 +34,7 @@ verbosity=2
 #tests=tests/test_serializer.py
 #tests=tests/test_iteratorizer.py
 #tests=tests/test_client.py:TestClient.test_client_nilmdb
-#with-profile=
+#tests=tests/test_nilmdb.py
+#with-profile=1
 #profile-sort=time
 ##profile-restrict=10  # doesn't work right, treated as string or something

setup.py

@@ -0,0 +1,48 @@
+#!/usr/bin/python
+
+# 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.
+
+from setuptools import setup, find_packages
+from distutils.extension import Extension
+
+from Cython.Build import cythonize
+
+# Hack to workaround logging/multiprocessing issue:
+# https://groups.google.com/d/msg/nose-users/fnJ-kAUbYHQ/_UsLN786ygcJ
+try: import multiprocessing
+except: pass
+
+# Build cython modules.
+cython_modules = cythonize("**/*.pyx")
+
+# Run setup
+setup(name='nilmdb',
+      version = '1.0',
+      url = 'https://git.jim.sh/jim/lees/nilmdb.git',
+      author = 'Jim Paris',
+      author_email = 'jim@jtan.com',
+      tests_require = [ 'nose',
+                        'coverage',
+                        ],
+      setup_requires = [ 'cython',
+                        ],
+      install_requires = [ 'distribute',
+                           'decorator',
+                           ],
+      packages = [ 'nilmdb',
+                   'nilmdb.utils',
+                   'nilmdb.utils.datetime_tz',
+                   'nilmdb.server',
+                   'nilmdb.client',
+                   'nilmdb.cmdline',
+                   ],
+      ext_modules = cython_modules,
+      zip_safe = False,
+      )

tests/data/extract-7

@@ -0,0 +1,124 @@
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+# layout: PrepData
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tests/data/prep-20120323T1002-first19lines

@@ -0,0 +1,19 @@
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+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  
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+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  
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+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  

tests/data/prep-20120323T1004-badtimes

@@ -0,0 +1,11 @@
+1332497040.000000 2.56439e+05  2.24775e+05  2.92897e+03  4.66646e+03  7.58491e+03  3.57351e+03  -4.34171e+02  2.98819e+03  
+1332497040.010000 2.51903e+05  2.23202e+05  4.23696e+03  3.49363e+03  8.53493e+03  4.29416e+03  8.49573e+02  2.38189e+03  
+1332497040.020000 2.57625e+05  2.20247e+05  5.47017e+03  1.35872e+03  9.18903e+03  4.56136e+03  2.65599e+03  2.60912e+03  
+1332497040.030000 2.63375e+05  2.20706e+05  4.51842e+03  1.80758e+03  8.17208e+03  4.17463e+03  2.57884e+03  3.32848e+03  
+1332497040.040000 2.59221e+05  2.22346e+05  2.98879e+03  3.66264e+03  6.87274e+03  3.94223e+03  1.25928e+03  3.51786e+03  
+1332497040.050000 2.51918e+05  2.22281e+05  4.22677e+03  2.84764e+03  7.78323e+03  3.81659e+03  8.04944e+02  3.46314e+03  
+1332497040.050000 2.54478e+05  2.21701e+05  5.61366e+03  1.02262e+03  9.26581e+03  3.50152e+03  1.29331e+03  3.07271e+03  
+1332497040.060000 2.59568e+05  2.22945e+05  4.97190e+03  1.28250e+03  8.62081e+03  4.06316e+03  1.85717e+03  2.61990e+03  
+1332497040.070000 2.57269e+05  2.23697e+05  3.60527e+03  3.05749e+03  7.22363e+03  4.90330e+03  1.93736e+03  2.35357e+03  
+1332497040.080000 2.52274e+05  2.21438e+05  5.01228e+03  2.86309e+03  7.87115e+03  4.80448e+03  2.18291e+03  2.93397e+03  
+1332497040.090000 2.56468e+05  2.19205e+05  6.29804e+03  8.09467e+02  9.12895e+03  3.52055e+03  2.16980e+03  3.88739e+03  

tests/test.order

@@ -0,0 +1,18 @@
+test_printf.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

tests/test_bulkdata.py

@@ -0,0 +1,102 @@
+# -*- 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")
+        with assert_raises(ValueError):
+            data.create("/foo/bar", "uint8_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
+
+        # Test node
+        node = data.getnode("/foo/bar")
+        with assert_raises(IndexError):
+            x = node[0]
+        raw = []
+        for i in range(1000):
+            raw.append([10000+i, 1, 2, 3, 4, 5, 6, 7, 8 ])
+        node.append(raw[0:1])
+        node.append(raw[1:100])
+        node.append(raw[100:])
+
+        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_(node[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_(node[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()

tests/test_client.py

@@ -1,8 +1,10 @@
-import nilmdb
-from nilmdb.printf import *
-from nilmdb.client import ClientError, ServerError
+# -*- coding: utf-8 -*-
 
-import datetime_tz
+import nilmdb
+from nilmdb.utils.printf import *
+from nilmdb.utils import timestamper
+from nilmdb.client import ClientError, ServerError
+from nilmdb.utils import datetime_tz
 
 from nose.tools import *
 from nose.tools import assert_raises
@@ -15,8 +17,9 @@ import cStringIO
 import simplejson as json
 import unittest
 import warnings
+import resource
 
-from test_helpers import *
+from testutil.helpers import *
 
 testdb = "tests/client-testdb"
 
@@ -67,7 +70,11 @@ class TestClient(object):
         eq_(distutils.version.StrictVersion(version),
             distutils.version.StrictVersion(test_server.version))
 
-    def test_client_2_nilmdb(self):
+        # Bad URLs should give 404, not 500
+        with assert_raises(ClientError):
+            client.http.get("/stream/create")
+
+    def test_client_2_createlist(self):
         # Basic stream tests, like those in test_nilmdb:test_stream
         client = nilmdb.Client(url = "http://localhost:12380/")
 
@@ -82,6 +89,8 @@ class TestClient(object):
         # Bad layout type
         with assert_raises(ClientError):
             client.stream_create("/newton/prep", "NoSuchLayout")
+
+        # Create three streams
         client.stream_create("/newton/prep", "PrepData")
         client.stream_create("/newton/raw", "RawData")
         client.stream_create("/newton/zzz/rawnotch", "RawNotchedData")
@@ -95,6 +104,20 @@ class TestClient(object):
         eq_(client.stream_list(layout="RawData"), [ ["/newton/raw", "RawData"] ])
         eq_(client.stream_list(path="/newton/raw"), [ ["/newton/raw", "RawData"] ])
 
+        # Try messing with resource limits to trigger errors and get
+        # more coverage.  Here, make it so we can only create files 1
+        # byte in size, which will trigger an IOError in the server when
+        # we create a table.
+        limit = resource.getrlimit(resource.RLIMIT_FSIZE)
+        resource.setrlimit(resource.RLIMIT_FSIZE, (1, limit[1]))
+        with assert_raises(ServerError) as e:
+            client.stream_create("/newton/hello", "RawData")
+        resource.setrlimit(resource.RLIMIT_FSIZE, limit)
+
+
+    def test_client_3_metadata(self):
+        client = nilmdb.Client(url = "http://localhost:12380/")
+
         # Set / get metadata
         eq_(client.stream_get_metadata("/newton/prep"), {})
         eq_(client.stream_get_metadata("/newton/raw"), {})
@@ -124,23 +147,24 @@ class TestClient(object):
         with assert_raises(ClientError):
             client.stream_update_metadata("/newton/prep", [1,2,3])
 
-    def test_client_3_insert(self):
+    def test_client_4_insert(self):
         client = nilmdb.Client(url = "http://localhost:12380/")
 
         datetime_tz.localtz_set("America/New_York")
 
         testfile = "tests/data/prep-20120323T1000"
         start = datetime_tz.datetime_tz.smartparse("20120323T1000")
+        start = start.totimestamp()
         rate = 120
 
         # First try a nonexistent path
-        data = nilmdb.timestamper.TimestamperRate(testfile, start, 120)
+        data = timestamper.TimestamperRate(testfile, start, 120)
         with assert_raises(ClientError) as e:
             result = client.stream_insert("/newton/no-such-path", data)
         in_("404 Not Found", str(e.exception))
 
         # Now try reversed timestamps
-        data = nilmdb.timestamper.TimestamperRate(testfile, start, 120)
+        data = timestamper.TimestamperRate(testfile, start, 120)
         data = reversed(list(data))
         with assert_raises(ClientError) as e:
             result = client.stream_insert("/newton/prep", data)
@@ -149,36 +173,66 @@ class TestClient(object):
 
         # Now try empty data (no server request made)
         empty = cStringIO.StringIO("")
-        data = nilmdb.timestamper.TimestamperRate(empty, start, 120)
+        data = timestamper.TimestamperRate(empty, start, 120)
         result = client.stream_insert("/newton/prep", data)
         eq_(result, None)
 
         # Try forcing a server request with empty data
         with assert_raises(ClientError) as e:
-            client.http.put("stream/insert", "", { "path": "/newton/prep" })
+            client.http.put("stream/insert", "", { "path": "/newton/prep",
+                                                   "start": 0, "end": 0 })
         in_("400 Bad Request", str(e.exception))
         in_("no data provided", str(e.exception))
 
+        # Specify start/end (starts too late)
+        data = timestamper.TimestamperRate(testfile, start, 120)
+        with assert_raises(ClientError) as e:
+            result = client.stream_insert("/newton/prep", data,
+                                          start + 5, start + 120)
+        in_("400 Bad Request", str(e.exception))
+        in_("Data timestamp 1332511200.0 < start time 1332511205.0",
+            str(e.exception))
+
+        # Specify start/end (ends too early)
+        data = timestamper.TimestamperRate(testfile, start, 120)
+        with assert_raises(ClientError) as e:
+            result = client.stream_insert("/newton/prep", data,
+                                          start, start + 1)
+        in_("400 Bad Request", str(e.exception))
+        # Client chunks the input, so the exact timestamp here might change
+        # if the chunk positions change.
+        in_("Data timestamp 1332511271.016667 >= end time 1332511201.0",
+            str(e.exception))
+
         # Now do the real load
-        data = nilmdb.timestamper.TimestamperRate(testfile, start, 120)
-        result = client.stream_insert("/newton/prep", data)
-        eq_(result[0], "ok")
+        data = timestamper.TimestamperRate(testfile, start, 120)
+        result = client.stream_insert("/newton/prep", data,
+                                      start, start + 119.999777)
+        eq_(result, "ok")
+
+        # Verify the intervals.  Should be just one, even if the data
+        # was inserted in chunks, due to nilmdb interval concatenation.
+        intervals = list(client.stream_intervals("/newton/prep"))
+        eq_(intervals, [[start, start + 119.999777]])
 
         # Try some overlapping data -- just insert it again
-        data = nilmdb.timestamper.TimestamperRate(testfile, start, 120)
+        data = timestamper.TimestamperRate(testfile, start, 120)
         with assert_raises(ClientError) as e:
             result = client.stream_insert("/newton/prep", data)
         in_("400 Bad Request", str(e.exception))
-        in_("OverlapError", str(e.exception))
+        in_("verlap", str(e.exception))
 
-    def test_client_4_extract(self):
-        # Misc tests for extract.  Most of them are in test_cmdline.
+    def test_client_5_extractremove(self):
+        # Misc tests for extract and remove.  Most of them are in test_cmdline.
         client = nilmdb.Client(url = "http://localhost:12380/")
 
         for x in client.stream_extract("/newton/prep", 123, 123):
-            raise Exception("shouldn't be any data for this request")
+            raise AssertionError("shouldn't be any data for this request")
 
-    def test_client_5_generators(self):
+        with assert_raises(ClientError) as e:
+            client.stream_remove("/newton/prep", 123, 120)
+
+    def test_client_6_generators(self):
         # A lot of the client functionality is already tested by test_cmdline,
         # but this gets a bit more coverage that cmdline misses.
         client = nilmdb.Client(url = "http://localhost:12380/")
@@ -215,7 +269,8 @@ class TestClient(object):
         # Check PUT with generator out
         with assert_raises(ClientError) as e:
             client.http.put_gen("stream/insert", "",
-                                { "path": "/newton/prep" }).next()
+                                { "path": "/newton/prep",
+                                  "start": 0, "end": 0 }).next()
         in_("400 Bad Request", str(e.exception))
         in_("no data provided", str(e.exception))
 
@@ -226,25 +281,78 @@ class TestClient(object):
             in_("404 Not Found", str(e.exception))
             in_("No such stream", str(e.exception))
 
-    def test_client_6_chunked(self):
+    def test_client_7_headers(self):
         # Make sure that /stream/intervals and /stream/extract
-        # properly return streaming, chunked response.  Pokes around
-        # in client.http internals a bit to look at the response
-        # headers.
+        # properly return streaming, chunked, text/plain response.
+        # Pokes around in client.http internals a bit to look at the
+        # response headers.
 
         client = nilmdb.Client(url = "http://localhost:12380/")
+        http = client.http
 
         # Use a warning rather than returning a test failure, so that we can
         # still disable chunked responses for debugging.
-        x = client.http.get("stream/intervals", { "path": "/newton/prep" },
-                            retjson=False)
-        eq_(x.count('\n'), 2)
-        if "transfer-encoding: chunked" not in client.http._headers.lower():
-            warnings.warn("Non-chunked HTTP response for /stream/intervals")
 
-        x = client.http.get("stream/extract",
+        # Intervals
+        x = http.get("stream/intervals", { "path": "/newton/prep" },
+                            retjson=False)
+        lines_(x, 1)
+        if "Transfer-Encoding: chunked" not in http._headers:
+            warnings.warn("Non-chunked HTTP response for /stream/intervals")
+        if "Content-Type: text/plain;charset=utf-8" not in http._headers:
+            raise AssertionError("/stream/intervals is not text/plain:\n" +
+                                 http._headers)
+
+        # Extract
+        x = http.get("stream/extract",
                             { "path": "/newton/prep",
                               "start": "123",
                               "end": "123" }, retjson=False)
-        if "transfer-encoding: chunked" not in client.http._headers.lower():
+        if "Transfer-Encoding: chunked" not in http._headers:
             warnings.warn("Non-chunked HTTP response for /stream/extract")
+        if "Content-Type: text/plain;charset=utf-8" not in http._headers:
+            raise AssertionError("/stream/extract is not text/plain:\n" +
+                                 http._headers)
+
+        # Make sure Access-Control-Allow-Origin gets set
+        if "Access-Control-Allow-Origin: " not in http._headers:
+            raise AssertionError("No Access-Control-Allow-Origin (CORS) "
+                                 "header in /stream/extract response:\n" +
+                                 http._headers)
+
+    def test_client_8_unicode(self):
+        # Basic Unicode tests
+        client = nilmdb.Client(url = "http://localhost:12380/")
+
+        # Delete streams that exist
+        for stream in client.stream_list():
+            client.stream_destroy(stream[0])
+
+        # Database is empty
+        eq_(client.stream_list(), [])
+
+        # Create Unicode stream, match it
+        raw = [ u"/düsseldorf/raw", u"uint16_6" ]
+        prep = [ u"/düsseldorf/prep", u"uint16_6" ]
+        client.stream_create(*raw)
+        eq_(client.stream_list(), [raw])
+        eq_(client.stream_list(layout=raw[1]), [raw])
+        eq_(client.stream_list(path=raw[0]), [raw])
+        client.stream_create(*prep)
+        eq_(client.stream_list(), [prep, raw])
+
+        # Set / get metadata with Unicode keys and values
+        eq_(client.stream_get_metadata(raw[0]), {})
+        eq_(client.stream_get_metadata(prep[0]), {})
+        meta1 = { u"alpha": u"α",
+                  u"β": u"beta" }
+        meta2 = { u"alpha": u"α" }
+        meta3 = { u"β": u"beta" }
+        client.stream_set_metadata(prep[0], meta1)
+        client.stream_update_metadata(prep[0], {})
+        client.stream_update_metadata(raw[0], meta2)
+        client.stream_update_metadata(raw[0], meta3)
+        eq_(client.stream_get_metadata(prep[0]), meta1)
+        eq_(client.stream_get_metadata(raw[0]), meta1)
+        eq_(client.stream_get_metadata(raw[0], [ "alpha" ]), meta2)
+        eq_(client.stream_get_metadata(raw[0], [ "alpha", "β" ]), meta1)

tests/test_cmdline.py

@@ -1,29 +1,35 @@
-import nilmdb
-from nilmdb.printf import *
-import nilmdb.cmdline
+# -*- coding: utf-8 -*-
 
+import nilmdb
+from nilmdb.utils.printf import *
+import nilmdb.cmdline
+from nilmdb.utils import datetime_tz
+
+import unittest
 from nose.tools import *
 from nose.tools import assert_raises
 import itertools
-import datetime_tz
 import os
+import re
 import shutil
 import sys
 import threading
 import urllib2
 from urllib2 import urlopen, HTTPError
 import Queue
-import cStringIO
+import StringIO
 import shlex
 
-from test_helpers import *
+from testutil.helpers import *
 
 testdb = "tests/cmdline-testdb"
 
-def server_start(max_results = None):
+def server_start(max_results = None, bulkdata_args = {}):
     global test_server, test_db
     # Start web app on a custom port
-    test_db = nilmdb.NilmDB(testdb, sync = False, max_results = max_results)
+    test_db = nilmdb.NilmDB(testdb, sync = False,
+                            max_results = max_results,
+                            bulkdata_args = bulkdata_args)
     test_server = nilmdb.Server(test_db, host = "127.0.0.1",
                                 port = 12380, stoppable = False,
                                 fast_shutdown = True,
@@ -45,12 +51,18 @@ def setup_module():
 def teardown_module():
     server_stop()
 
+# Add an encoding property to StringIO so Python will convert Unicode
+# properly when writing or reading.
+class UTF8StringIO(StringIO.StringIO):
+    encoding = 'utf-8'
+
 class TestCmdline(object):
 
     def run(self, arg_string, infile=None, outfile=None):
         """Run a cmdline client with the specified argument string,
         passing the given input.  Returns a tuple with the output and
         exit code"""
+        # printf("TZ=UTC ./nilmtool.py %s\n", arg_string)
         class stdio_wrapper:
             def __init__(self, stdin, stdout, stderr):
                 self.io = (stdin, stdout, stderr)
@@ -61,15 +73,18 @@ class TestCmdline(object):
                 ( sys.stdin, sys.stdout, sys.stderr ) = self.saved
         # Empty input if none provided
         if infile is None:
-            infile = cStringIO.StringIO("")
+            infile = UTF8StringIO("")
         # Capture stderr
-        errfile = cStringIO.StringIO()
+        errfile = UTF8StringIO()
         if outfile is None:
             # If no output file, capture stdout with stderr
             outfile = errfile
         with stdio_wrapper(infile, outfile, errfile) as s:
             try:
-                nilmdb.cmdline.Cmdline(shlex.split(arg_string)).run()
+                # shlex doesn't support Unicode very well.  Encode the
+                # string as UTF-8 explicitly before splitting.
+                args = shlex.split(arg_string.encode('utf-8'))
+                nilmdb.cmdline.Cmdline(args).run()
                 sys.exit(0)
             except SystemExit as e:
                 exitcode = e.code
@@ -83,14 +98,24 @@ class TestCmdline(object):
             self.dump()
             eq_(self.exitcode, 0)
 
-    def fail(self, arg_string, infile = None, exitcode = None):
+    def fail(self, arg_string, infile = None,
+             exitcode = None, require_error = True):
         self.run(arg_string, infile)
         if exitcode is not None and self.exitcode != exitcode:
+            # Wrong exit code
             self.dump()
             eq_(self.exitcode, exitcode)
         if self.exitcode == 0:
+            # Success, when we wanted failure
             self.dump()
             ne_(self.exitcode, 0)
+        # Make sure the output contains the word "error" at the
+        # beginning of a line, but only if an exitcode wasn't
+        # specified.
+        if require_error and not re.search("^error",
+                                           self.captured, re.MULTILINE):
+            raise AssertionError("command failed, but output doesn't "
+                                 "contain the string 'error'")
 
     def contain(self, checkstring):
         in_(checkstring, self.captured)
@@ -103,8 +128,8 @@ class TestCmdline(object):
         with open(file) as f:
             contents = f.read()
             if contents != self.captured:
-                #print contents[1:1000] + "\n"
-                #print self.captured[1:1000] + "\n"
+                print contents[1:1000] + "\n"
+                print self.captured[1:1000] + "\n"
                 raise AssertionError("captured data doesn't match " + file)
 
     def matchfilecount(self, file):
@@ -120,7 +145,7 @@ class TestCmdline(object):
     def dump(self):
         printf("-----dump start-----\n%s-----dump end-----\n", self.captured)
 
-    def test_cmdline_01_basic(self):
+    def test_01_basic(self):
 
         # help
         self.ok("--help")
@@ -166,14 +191,14 @@ class TestCmdline(object):
             self.fail("extract --start 2000-01-01 --start 2001-01-02")
             self.contain("duplicated argument")
 
-    def test_cmdline_02_info(self):
+    def test_02_info(self):
         self.ok("info")
         self.contain("Server URL: http://localhost:12380/")
         self.contain("Server version: " + test_server.version)
         self.contain("Server database path")
         self.contain("Server database size")
 
-    def test_cmdline_03_createlist(self):
+    def test_03_createlist(self):
         # Basic stream tests, like those in test_client.
 
         # No streams
@@ -190,6 +215,10 @@ class TestCmdline(object):
         # Bad layout type
         self.fail("create /newton/prep NoSuchLayout")
         self.contain("no such layout")
+        self.fail("create /newton/prep float32_0")
+        self.contain("no such layout")
+        self.fail("create /newton/prep float33_1")
+        self.contain("no such layout")
 
         # Create a few streams
         self.ok("create /newton/zzz/rawnotch RawNotchedData")
@@ -199,7 +228,12 @@ class TestCmdline(object):
         # Should not be able to create a stream with another stream as
         # its parent
         self.fail("create /newton/prep/blah PrepData")
-        self.contain("error creating table at that path")
+        self.contain("path is subdir of existing node")
+
+        # Should not be able to create a stream at a location that
+        # has other nodes as children
+        self.fail("create /newton/zzz PrepData")
+        self.contain("subdirs of this path already exist")
 
         # Verify we got those 3 streams and they're returned in
         # alphabetical order.
@@ -208,10 +242,17 @@ class TestCmdline(object):
                    "/newton/raw RawData\n"
                    "/newton/zzz/rawnotch RawNotchedData\n")
 
-        # Match just one type or one path
+        # Match just one type or one path.  Also check
+        # that --path is optional
         self.ok("list --path /newton/raw")
         self.match("/newton/raw RawData\n")
 
+        self.ok("list /newton/raw")
+        self.match("/newton/raw RawData\n")
+
+        self.fail("list -p /newton/raw /newton/raw")
+        self.contain("too many paths")
+
         self.ok("list --layout RawData")
         self.match("/newton/raw RawData\n")
 
@@ -223,10 +264,17 @@ class TestCmdline(object):
         self.ok("list --path *zzz* --layout Raw*")
         self.match("/newton/zzz/rawnotch RawNotchedData\n")
 
+        self.ok("list *zzz* --layout Raw*")
+        self.match("/newton/zzz/rawnotch RawNotchedData\n")
+
         self.ok("list --path *zzz* --layout Prep*")
         self.match("")
 
-    def test_cmdline_04_metadata(self):
+        # reversed range
+        self.fail("list /newton/prep --start 2020-01-01 --end 2000-01-01")
+        self.contain("start is after end")
+
+    def test_04_metadata(self):
         # Set / get metadata
         self.fail("metadata")
         self.fail("metadata --get")
@@ -283,7 +331,7 @@ class TestCmdline(object):
         self.fail("metadata /newton/nosuchpath")
         self.contain("No stream at path /newton/nosuchpath")
 
-    def test_cmdline_05_parsetime(self):
+    def test_05_parsetime(self):
         os.environ['TZ'] = "America/New_York"
         cmd = nilmdb.cmdline.Cmdline(None)
         test = datetime_tz.datetime_tz.now()
@@ -292,30 +340,24 @@ class TestCmdline(object):
         eq_(cmd.parse_time("hi there 20120405 1400-0400 testing! 123"), test)
         eq_(cmd.parse_time("20120405 1800 UTC"), test)
         eq_(cmd.parse_time("20120405 1400-0400 UTC"), test)
+        for badtime in [ "20120405 1400-9999", "hello", "-", "", "4:00" ]:
             with assert_raises(ValueError):
-            print cmd.parse_time("20120405 1400-9999")
-        with assert_raises(ValueError):
-            print cmd.parse_time("hello")
-        with assert_raises(ValueError):
-            print cmd.parse_time("-")
-        with assert_raises(ValueError):
-            print cmd.parse_time("")
-        with assert_raises(ValueError):
-            print cmd.parse_time("14:00")
+                x = cmd.parse_time(badtime)
+        x = cmd.parse_time("now")
         eq_(cmd.parse_time("snapshot-20120405-140000.raw.gz"), test)
         eq_(cmd.parse_time("prep-20120405T1400"), test)
 
-    def test_cmdline_06_insert(self):
+    def test_06_insert(self):
         self.ok("insert --help")
 
         self.fail("insert /foo/bar baz qwer")
-        self.contain("Error getting stream info")
+        self.contain("error getting stream info")
 
         self.fail("insert /newton/prep baz qwer")
-        self.match("Error opening input file baz\n")
+        self.match("error opening input file baz\n")
 
         self.fail("insert /newton/prep")
-        self.contain("Error extracting time")
+        self.contain("error extracting time")
 
         self.fail("insert --start 19801205 /newton/prep 1 2 3 4")
         self.contain("--start can only be used with one input file")
@@ -328,6 +370,14 @@ class TestCmdline(object):
         with open("tests/data/prep-20120323T1004-timestamped") as input:
             self.ok("insert --none /newton/prep", input)
 
+        # insert pre-timestamped data, with bad times (non-monotonic)
+        os.environ['TZ'] = "UTC"
+        with open("tests/data/prep-20120323T1004-badtimes") as input:
+            self.fail("insert --none /newton/prep", input)
+            self.contain("error parsing input data")
+            self.contain("line 7:")
+            self.contain("timestamp is not monotonically increasing")
+
         # insert data with normal timestamper from filename
         os.environ['TZ'] = "UTC"
         self.ok("insert --rate 120 /newton/prep "
@@ -356,7 +406,7 @@ class TestCmdline(object):
         os.environ['TZ'] = "UTC"
         self.fail("insert --rate 120 /newton/raw "
                   "tests/data/prep-20120323T1004")
-        self.contain("Error parsing input data")
+        self.contain("error parsing input data")
 
         # empty data does nothing
         self.ok("insert --rate 120 --start '03/23/2012 06:05:00' /newton/prep "
@@ -365,57 +415,75 @@ class TestCmdline(object):
         # bad start time
         self.fail("insert --rate 120 --start 'whatever' /newton/prep /dev/null")
 
-    def test_cmdline_07_detail(self):
+    def test_07_detail(self):
         # Just count the number of lines, it's probably fine
         self.ok("list --detail")
-        eq_(self.captured.count('\n'), 11)
+        lines_(self.captured, 8)
 
         self.ok("list --detail --path *prep")
-        eq_(self.captured.count('\n'), 7)
+        lines_(self.captured, 4)
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 10:02'")
-        eq_(self.captured.count('\n'), 5)
+        lines_(self.captured, 3)
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 10:05'")
-        eq_(self.captured.count('\n'), 3)
+        lines_(self.captured, 2)
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 10:05:15'")
-        eq_(self.captured.count('\n'), 2)
+        lines_(self.captured, 2)
         self.contain("10:05:15.000")
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 10:05:15.50'")
-        eq_(self.captured.count('\n'), 2)
+        lines_(self.captured, 2)
         self.contain("10:05:15.500")
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 19:05:15.50'")
-        eq_(self.captured.count('\n'), 2)
+        lines_(self.captured, 2)
         self.contain("no intervals")
 
         self.ok("list --detail --path *prep --start='23 Mar 2012 10:05:15.50'"
                 + " --end='23 Mar 2012 10:05:15.50'")
-        eq_(self.captured.count('\n'), 2)
+        lines_(self.captured, 2)
         self.contain("10:05:15.500")
 
         self.ok("list --detail")
-        eq_(self.captured.count('\n'), 11)
+        lines_(self.captured, 8)
 
-    def test_cmdline_08_extract(self):
+        # Verify the "raw timestamp" output
+        self.ok("list --detail --path *prep --timestamp-raw "
+                "--start='23 Mar 2012 10:05:15.50'")
+        lines_(self.captured, 2)
+        self.contain("[ 1332497115.5 -> 1332497159.991668 ]")
+
+        self.ok("list --detail --path *prep -T "
+                "--start='23 Mar 2012 10:05:15.612'")
+        lines_(self.captured, 2)
+        self.contain("[ 1332497115.612 -> 1332497159.991668 ]")
+
+    def test_08_extract(self):
         # nonexistent stream
         self.fail("extract /no/such/foo --start 2000-01-01 --end 2020-01-01")
-        self.contain("Error getting stream info")
+        self.contain("error getting stream info")
 
-        # empty ranges return an error
+        # reversed range
+        self.fail("extract -a /newton/prep --start 2020-01-01 --end 2000-01-01")
+        self.contain("start is after end")
+
+        # empty ranges return error 2
         self.fail("extract -a /newton/prep " +
                   "--start '23 Mar 2012 10:00:30' " +
-                  "--end '23 Mar 2012 10:00:30'", exitcode = 2)
+                  "--end '23 Mar 2012 10:00:30'",
+                  exitcode = 2, require_error = False)
         self.contain("no data")
         self.fail("extract -a /newton/prep " +
                   "--start '23 Mar 2012 10:00:30.000001' " +
-                  "--end '23 Mar 2012 10:00:30.000001'", exitcode = 2)
+                  "--end '23 Mar 2012 10:00:30.000001'",
+                  exitcode = 2, require_error = False)
         self.contain("no data")
         self.fail("extract -a /newton/prep " +
                   "--start '23 Mar 2022 10:00:30' " +
-                  "--end '23 Mar 2022 10:00:30'", exitcode = 2)
+                  "--end '23 Mar 2022 10:00:30'",
+                  exitcode = 2, require_error = False)
         self.contain("no data")
 
         # but are ok if we're just counting results
@@ -447,23 +515,120 @@ class TestCmdline(object):
         test(4, "10:00:30.008333", "10:00:30.025")
         test(5, "10:00:30", "10:00:31", extra="--annotate --bare")
         test(6, "10:00:30", "10:00:31", extra="-b")
+        test(7, "10:00:30", "10:00:30.999", extra="-a -T")
+        test(7, "10:00:30", "10:00:30.999", extra="-a --timestamp-raw")
 
         # all data put in by tests
         self.ok("extract -a /newton/prep --start 2000-01-01 --end 2020-01-01")
-        eq_(self.captured.count('\n'), 43204)
+        lines_(self.captured, 43204)
         self.ok("extract -c /newton/prep --start 2000-01-01 --end 2020-01-01")
         self.match("43200\n")
 
-    def test_cmdline_09_truncated(self):
+    def test_09_truncated(self):
         # Test truncated responses by overriding the nilmdb max_results
         server_stop()
         server_start(max_results = 2)
         self.ok("list --detail")
-        eq_(self.captured.count('\n'), 11)
+        lines_(self.captured, 8)
         server_stop()
         server_start()
 
-    def test_cmdline_10_destroy(self):
+    def test_10_remove(self):
+        # Removing data
+
+        # Try nonexistent stream
+        self.fail("remove /no/such/foo --start 2000-01-01 --end 2020-01-01")
+        self.contain("No stream at path")
+
+        self.fail("remove /newton/prep --start 2020-01-01 --end 2000-01-01")
+        self.contain("start is after end")
+
+        # empty ranges return success, backwards ranges return error
+        self.ok("remove /newton/prep " +
+                "--start '23 Mar 2012 10:00:30' " +
+                "--end '23 Mar 2012 10:00:30'")
+        self.match("")
+        self.ok("remove /newton/prep " +
+                "--start '23 Mar 2012 10:00:30.000001' " +
+                "--end '23 Mar 2012 10:00:30.000001'")
+        self.match("")
+        self.ok("remove /newton/prep " +
+                "--start '23 Mar 2022 10:00:30' " +
+                "--end '23 Mar 2022 10:00:30'")
+        self.match("")
+
+        # Verbose
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:30' " +
+                "--end '23 Mar 2012 10:00:30'")
+        self.match("0\n")
+        self.ok("remove --count /newton/prep " +
+                "--start '23 Mar 2012 10:00:30' " +
+                "--end '23 Mar 2012 10:00:30'")
+        self.match("0\n")
+
+        # Make sure we have the data we expect
+        self.ok("list --detail /newton/prep")
+        self.match("/newton/prep PrepData\n" +
+                   "  [ Fri, 23 Mar 2012 10:00:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:01:59.991668 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:02:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:03:59.991668 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:04:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:05:59.991668 +0000 ]\n")
+
+        # Remove various chunks of prep data and make sure
+        # they're gone.
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:30' " +
+                "--end '23 Mar 2012 10:00:40'")
+        self.match("1200\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:10' " +
+                "--end '23 Mar 2012 10:00:20'")
+        self.match("1200\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:05' " +
+                "--end '23 Mar 2012 10:00:25'")
+        self.match("1200\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:03:50' " +
+                "--end '23 Mar 2012 10:06:50'")
+        self.match("15600\n")
+
+        self.ok("extract -c /newton/prep --start 2000-01-01 --end 2020-01-01")
+        self.match("24000\n")
+
+        # See the missing chunks in list output
+        self.ok("list --detail /newton/prep")
+        self.match("/newton/prep PrepData\n" +
+                   "  [ Fri, 23 Mar 2012 10:00:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:00:05.000000 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:00:25.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:00:30.000000 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:00:40.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:01:59.991668 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:02:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:03:50.000000 +0000 ]\n")
+
+        # Remove all data, verify it's missing
+        self.ok("remove /newton/prep --start 2000-01-01 --end 2020-01-01")
+        self.match("")  # no count requested this time
+        self.ok("list --detail /newton/prep")
+        self.match("/newton/prep PrepData\n" +
+                   "  (no intervals)\n")
+
+        # Reinsert some data, to verify that no overlaps with deleted
+        # data are reported
+        os.environ['TZ'] = "UTC"
+        self.ok("insert --rate 120 /newton/prep "
+                "tests/data/prep-20120323T1000 "
+                "tests/data/prep-20120323T1002")
+
+    def test_11_destroy(self):
         # Delete records
         self.ok("destroy --help")
 
@@ -484,7 +649,7 @@ class TestCmdline(object):
 
         # Notice how they're not empty
         self.ok("list --detail")
-        eq_(self.captured.count('\n'), 11)
+        lines_(self.captured, 7)
 
         # Delete some
         self.ok("destroy /newton/prep")
@@ -513,3 +678,167 @@ class TestCmdline(object):
             # Make sure it was created empty
             self.ok("list --detail --path " + path)
             self.contain("(no intervals)")
+
+    def test_12_unicode(self):
+        # Unicode paths.
+        self.ok("destroy /newton/asdf/qwer")
+        self.ok("destroy /newton/prep")
+        self.ok("destroy /newton/raw")
+        self.ok("destroy /newton/zzz")
+
+        self.ok(u"create /düsseldorf/raw uint16_6")
+        self.ok("list --detail")
+        self.contain(u"/düsseldorf/raw uint16_6")
+        self.contain("(no intervals)")
+
+        # Unicode metadata
+        self.ok(u"metadata /düsseldorf/raw --set α=beta 'γ=δ'")
+        self.ok(u"metadata /düsseldorf/raw --update 'α=β ε τ α'")
+        self.ok(u"metadata /düsseldorf/raw")
+        self.match(u"α=β ε τ α\nγ=δ\n")
+
+        self.ok(u"destroy /düsseldorf/raw")
+
+    def test_13_files(self):
+        # Test BulkData's ability to split into multiple files,
+        # by forcing the file size to be really small.
+        server_stop()
+        server_start(bulkdata_args = { "file_size" : 920, # 23 rows per file
+                                       "files_per_dir" : 3 })
+
+        # Fill data
+        self.ok("create /newton/prep float32_8")
+        os.environ['TZ'] = "UTC"
+        with open("tests/data/prep-20120323T1004-timestamped") as input:
+            self.ok("insert --none /newton/prep", input)
+
+        # Extract it
+        self.ok("extract /newton/prep --start '2000-01-01' " +
+                "--end '2012-03-23 10:04:01'")
+        lines_(self.captured, 120)
+        self.ok("extract /newton/prep --start '2000-01-01' " +
+                "--end '2022-03-23 10:04:01'")
+        lines_(self.captured, 14400)
+
+        # Make sure there were lots of files generated in the database
+        # dir
+        nfiles = 0
+        for (dirpath, dirnames, filenames) in os.walk(testdb):
+            nfiles += len(filenames)
+        assert(nfiles > 500)
+
+        # Make sure we can restart the server with a different file
+        # size and have it still work
+        server_stop()
+        server_start()
+        self.ok("extract /newton/prep --start '2000-01-01' " +
+                "--end '2022-03-23 10:04:01'")
+        lines_(self.captured, 14400)
+
+        # Now recreate the data one more time and make sure there are
+        # fewer files.
+        self.ok("destroy /newton/prep")
+        self.fail("destroy /newton/prep") # already destroyed
+        self.ok("create /newton/prep float32_8")
+        os.environ['TZ'] = "UTC"
+        with open("tests/data/prep-20120323T1004-timestamped") as input:
+            self.ok("insert --none /newton/prep", input)
+        nfiles = 0
+        for (dirpath, dirnames, filenames) in os.walk(testdb):
+            nfiles += len(filenames)
+        lt_(nfiles, 50)
+        self.ok("destroy /newton/prep") # destroy again
+
+    def test_14_remove_files(self):
+        # Test BulkData's ability to remove when data is split into
+        # multiple files.  Should be a fairly comprehensive test of
+        # remove functionality.
+        server_stop()
+        server_start(bulkdata_args = { "file_size" : 920, # 23 rows per file
+                                       "files_per_dir" : 3 })
+
+        # Insert data.  Just for fun, insert out of order
+        self.ok("create /newton/prep PrepData")
+        os.environ['TZ'] = "UTC"
+        self.ok("insert --rate 120 /newton/prep "
+                "tests/data/prep-20120323T1002 "
+                "tests/data/prep-20120323T1000")
+
+        # Should take up about 2.8 MB here (including directory entries)
+        du_before = nilmdb.utils.diskusage.du_bytes(testdb)
+
+        # Make sure we have the data we expect
+        self.ok("list --detail")
+        self.match("/newton/prep PrepData\n" +
+                   "  [ Fri, 23 Mar 2012 10:00:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:01:59.991668 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:02:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:03:59.991668 +0000 ]\n")
+
+        # Remove various chunks of prep data and make sure
+        # they're gone.
+        self.ok("extract -c /newton/prep --start 2000-01-01 --end 2020-01-01")
+        self.match("28800\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:30' " +
+                "--end '23 Mar 2012 10:03:30'")
+        self.match("21600\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:10' " +
+                "--end '23 Mar 2012 10:00:20'")
+        self.match("1200\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:00:05' " +
+                "--end '23 Mar 2012 10:00:25'")
+        self.match("1200\n")
+
+        self.ok("remove -c /newton/prep " +
+                "--start '23 Mar 2012 10:03:50' " +
+                "--end '23 Mar 2012 10:06:50'")
+        self.match("1200\n")
+
+        self.ok("extract -c /newton/prep --start 2000-01-01 --end 2020-01-01")
+        self.match("3600\n")
+
+        # See the missing chunks in list output
+        self.ok("list --detail")
+        self.match("/newton/prep PrepData\n" +
+                   "  [ Fri, 23 Mar 2012 10:00:00.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:00:05.000000 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:00:25.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:00:30.000000 +0000 ]\n"
+                   "  [ Fri, 23 Mar 2012 10:03:30.000000 +0000"
+                   " -> Fri, 23 Mar 2012 10:03:50.000000 +0000 ]\n")
+
+        # We have 1/8 of the data that we had before, so the file size
+        # should have dropped below 1/4 of what it used to be
+        du_after = nilmdb.utils.diskusage.du_bytes(testdb)
+        lt_(du_after, (du_before / 4))
+
+        # Remove anything that came from the 10:02 data file
+        self.ok("remove /newton/prep " +
+                "--start '23 Mar 2012 10:02:00' --end '2020-01-01'")
+
+        # Re-insert 19 lines from that file, then remove them again.
+        # With the specific file_size above, this will cause the last
+        # file in the bulk data storage to be exactly file_size large,
+        # so removing the data should also remove that last file.
+        self.ok("insert --rate 120 /newton/prep " +
+                "tests/data/prep-20120323T1002-first19lines")
+        self.ok("remove /newton/prep " +
+                "--start '23 Mar 2012 10:02:00' --end '2020-01-01'")
+
+        # Shut down and restart server, to force nrows to get refreshed.
+        server_stop()
+        server_start()
+
+        # Re-add the full 10:02 data file.  This tests adding new data once
+        # we removed data near the end.
+        self.ok("insert --rate 120 /newton/prep tests/data/prep-20120323T1002")
+
+        # See if we can extract it all
+        self.ok("extract /newton/prep --start 2000-01-01 --end 2020-01-01")
+        lines_(self.captured, 15600)

tests/test_interval.py

@@ -1,22 +1,23 @@
 # -*- coding: utf-8 -*-
 
 import nilmdb
-from nilmdb.printf import *
-import datetime_tz
+from nilmdb.utils.printf import *
+from nilmdb.utils import datetime_tz
 
 from nose.tools import *
 from nose.tools import assert_raises
 import itertools
 
-from nilmdb.interval import Interval, DBInterval, IntervalSet, IntervalError
+from nilmdb.server.interval import (Interval, DBInterval,
+                                    IntervalSet, IntervalError)
 
-from test_helpers import *
+from testutil.helpers import *
 import unittest
 
 # set to False to skip live renders
 do_live_renders = False
 def render(iset, description = "", live = True):
-    import renderdot
+    import testutil.renderdot as renderdot
     r = renderdot.RBTreeRenderer(iset.tree)
     return r.render(description, live and do_live_renders)
 
@@ -137,6 +138,15 @@ class TestInterval:
             x = iseta != 3
         ne_(IntervalSet(a), IntervalSet(b))
 
+        # Note that assignment makes a new reference (not a copy)
+        isetd = IntervalSet(isetb)
+        isete = isetd
+        eq_(isetd, isetb)
+        eq_(isetd, isete)
+        isetd -= a
+        ne_(isetd, isetb)
+        eq_(isetd, isete)
+
         # test iterator
         for interval in iseta:
             pass
@@ -158,11 +168,18 @@ class TestInterval:
         iset = IntervalSet(a)
         iset += IntervalSet(b)
         eq_(iset, IntervalSet([a, b]))
+
         iset = IntervalSet(a)
         iset += b
         eq_(iset, IntervalSet([a, b]))
+
+        iset = IntervalSet(a)
+        iset.iadd_nocheck(b)
+        eq_(iset, IntervalSet([a, b]))
+
         iset = IntervalSet(a) + IntervalSet(b)
         eq_(iset, IntervalSet([a, b]))
+
         iset = IntervalSet(b) + a
         eq_(iset, IntervalSet([a, b]))
 
@@ -329,14 +346,15 @@ class TestIntervalSpeed:
     def test_interval_speed(self):
         import yappi
         import time
-        import aplotter
+        import testutil.aplotter as aplotter
         import random
         import math
 
         print
         yappi.start()
         speeds = {}
-        for j in [ 2**x for x in range(5,20) ]:
+        limit = 10 # was 20
+        for j in [ 2**x for x in range(5,limit) ]:
             start = time.time()
             iset = IntervalSet()
             for i in random.sample(xrange(j),j):

tests/test_iteratorizer.py

@@ -1,5 +1,5 @@
 import nilmdb
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 import nose
 from nose.tools import *
@@ -7,14 +7,13 @@ from nose.tools import assert_raises
 import threading
 import time
 
-from test_helpers import *
-
-import nilmdb.iteratorizer
+from testutil.helpers import *
 
 def func_with_callback(a, b, callback):
     callback(a)
     callback(b)
     callback(a+b)
+    return "return value"
 
 class TestIteratorizer(object):
     def test(self):
@@ -27,17 +26,18 @@ class TestIteratorizer(object):
         eq_(self.result, "123")
 
         # Now make it an iterator
-        it = nilmdb.iteratorizer.Iteratorizer(lambda x:
-                                              func_with_callback(1, 2, x))
         result = ""
+        f = lambda x: func_with_callback(1, 2, x)
+        with nilmdb.utils.Iteratorizer(f) as it:
             for i in it:
                 result += str(i)
         eq_(result, "123")
+        eq_(it.retval, "return value")
 
         # Make sure things work when an exception occurs
-        it = nilmdb.iteratorizer.Iteratorizer(lambda x:
-                                              func_with_callback(1, "a", x))
         result = ""
+        with nilmdb.utils.Iteratorizer(
+            lambda x: func_with_callback(1, "a", x)) as it:
             with assert_raises(TypeError) as e:
                 for i in it:
                     result += str(i)
@@ -48,7 +48,14 @@ class TestIteratorizer(object):
         # itself.  This doesn't have a particular result in the test,
         # but gains coverage.
         def foo():
-            it = nilmdb.iteratorizer.Iteratorizer(lambda x:
-                                                  func_with_callback(1, 2, x))
+            with nilmdb.utils.Iteratorizer(f) as it:
                 it.next()
         foo()
+        eq_(it.retval, None)
+
+        # Do the same thing when the curl hack is applied
+        def foo():
+            with nilmdb.utils.Iteratorizer(f, curl_hack = True) as it:
+                it.next()
+        foo()
+        eq_(it.retval, None)

tests/test_layout.py

@@ -2,7 +2,7 @@
 
 import nilmdb
 
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 from nose.tools import *
 from nose.tools import assert_raises
@@ -20,17 +20,21 @@ import cStringIO
 import random
 import unittest
 
-from test_helpers import *
+from testutil.helpers import *
 
-from nilmdb.layout import *
+from nilmdb.server.layout import *
 
 class TestLayouts(object):
     # Some nilmdb.layout tests.  Not complete, just fills in missing
     # coverage.
     def test_layouts(self):
-        x = nilmdb.layout.get_named("PrepData").description()
-        y = nilmdb.layout.get_named("float32_8").description()
-        eq_(repr(x), repr(y))
+        x = nilmdb.server.layout.get_named("PrepData")
+        y = nilmdb.server.layout.get_named("float32_8")
+        eq_(x.count, y.count)
+        eq_(x.datatype, y.datatype)
+        y = nilmdb.server.layout.get_named("float32_7")
+        ne_(x.count, y.count)
+        eq_(x.datatype, y.datatype)
 
     def test_parsing(self):
         self.real_t_parsing("PrepData", "RawData", "RawNotchedData")
@@ -85,11 +89,23 @@ class TestLayouts(object):
         # non-monotonic
         parser = Parser(name_raw)
         data = ( "1234567890.100000 1 2 3 4 5 6\n" +
-                 "1234567890.000000 1 2 3 4 5 6\n" )
+                 "1234567890.099999 1 2 3 4 5 6\n" )
         with assert_raises(ParserError) as e:
             parser.parse(data)
         in_("not monotonically increasing", str(e.exception))
 
+        parser = Parser(name_raw)
+        data = ( "1234567890.100000 1 2 3 4 5 6\n" +
+                 "1234567890.100000 1 2 3 4 5 6\n" )
+        with assert_raises(ParserError) as e:
+            parser.parse(data)
+        in_("not monotonically increasing", str(e.exception))
+
+        parser = Parser(name_raw)
+        data = ( "1234567890.100000 1 2 3 4 5 6\n" +
+                 "1234567890.100001 1 2 3 4 5 6\n" )
+        parser.parse(data)
+
         # RawData with values out of bounds
         parser = Parser(name_raw)
         data = ( "1234567890.000000 1 2 3 4 500000 6\n" +

tests/test_lrucache.py

@@ -0,0 +1,83 @@
+import nilmdb
+from nilmdb.utils.printf import *
+
+import nose
+from nose.tools import *
+from nose.tools import assert_raises
+import threading
+import time
+import inspect
+
+from testutil.helpers import *
+
+@nilmdb.utils.lru_cache(size = 3)
+def foo1(n):
+    return n
+
+@nilmdb.utils.lru_cache(size = 5)
+def foo2(n):
+    return n
+
+def foo3d(n):
+    foo3d.destructed.append(n)
+foo3d.destructed = []
+@nilmdb.utils.lru_cache(size = 3, onremove = foo3d)
+def foo3(n):
+    return n
+
+class Foo:
+    def __init__(self):
+        self.calls = 0
+    @nilmdb.utils.lru_cache(size = 3, keys = slice(1, 2))
+    def foo(self, n, **kwargs):
+        self.calls += 1
+
+class TestLRUCache(object):
+    def test(self):
+
+        [ foo1(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo1.cache_info(), (6, 3))
+        [ foo1(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo1.cache_info(), (15, 3))
+        [ foo1(n) for n in [ 4, 2, 1, 1, 4 ] ]
+        eq_(foo1.cache_info(), (18, 5))
+
+        [ foo2(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo2.cache_info(), (6, 3))
+        [ foo2(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo2.cache_info(), (15, 3))
+        [ foo2(n) for n in [ 4, 2, 1, 1, 4 ] ]
+        eq_(foo2.cache_info(), (19, 4))
+
+        [ foo3(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo3.cache_info(), (6, 3))
+        [ foo3(n) for n in [ 1, 2, 3, 1, 2, 3, 1, 2, 3 ] ]
+        eq_(foo3.cache_info(), (15, 3))
+        [ foo3(n) for n in [ 4, 2, 1, 1, 4 ] ]
+        eq_(foo3.cache_info(), (18, 5))
+        eq_(foo3d.destructed, [1, 3])
+        with assert_raises(KeyError):
+            foo3.cache_remove(1,2,3)
+        foo3.cache_remove(1)
+        eq_(foo3d.destructed, [1, 3, 1])
+        foo3.cache_remove_all()
+        eq_(foo3d.destructed, [1, 3, 1, 2, 4 ])
+
+        foo = Foo()
+        foo.foo(5)
+        foo.foo(6)
+        foo.foo(7)
+        foo.foo(5)
+        eq_(foo.calls, 3)
+
+        # Can't handle keyword arguments right now
+        with assert_raises(NotImplementedError):
+            foo.foo(3, asdf = 7)
+
+        # Verify that argspecs were maintained
+        eq_(inspect.getargspec(foo1),
+            inspect.ArgSpec(args=['n'],
+                            varargs=None, keywords=None, defaults=None))
+        eq_(inspect.getargspec(foo.foo),
+            inspect.ArgSpec(args=['self', 'n'],
+                            varargs=None, keywords="kwargs", defaults=None))

tests/test_mustclose.py

@@ -0,0 +1,110 @@
+import nilmdb
+from nilmdb.utils.printf import *
+
+import nose
+from nose.tools import *
+from nose.tools import assert_raises
+
+from testutil.helpers import *
+
+import sys
+import cStringIO
+import gc
+
+import inspect
+
+err = cStringIO.StringIO()
+
+@nilmdb.utils.must_close(errorfile = err)
+class Foo:
+    def __init__(self, arg):
+        fprintf(err, "Init %s\n", arg)
+
+    def __del__(self):
+        fprintf(err, "Deleting\n")
+
+    def close(self):
+        fprintf(err, "Closing\n")
+
+@nilmdb.utils.must_close(errorfile = err, wrap_verify = True)
+class Bar:
+    def __init__(self):
+        fprintf(err, "Init\n")
+
+    def __del__(self):
+        fprintf(err, "Deleting\n")
+
+    def close(self):
+        fprintf(err, "Closing\n")
+
+    def blah(self, arg):
+        fprintf(err, "Blah %s\n", arg)
+
+@nilmdb.utils.must_close(errorfile = err)
+class Baz:
+    pass
+
+class TestMustClose(object):
+    def test(self):
+
+        # Note: this test might fail if the Python interpreter doesn't
+        # garbage collect the object (and call its __del__ function)
+        # right after a "del x".
+
+        # Trigger error
+        err.truncate()
+        x = Foo("hi")
+        # Verify that the arg spec was maintained
+        eq_(inspect.getargspec(x.__init__),
+            inspect.ArgSpec(args = ['self', 'arg'],
+                            varargs = None, keywords = None, defaults = None))
+        del x
+        gc.collect()
+        eq_(err.getvalue(),
+            "Init hi\n"
+            "error: Foo.close() wasn't called!\n"
+            "Deleting\n")
+
+        # No error
+        err.truncate(0)
+        y = Foo("bye")
+        y.close()
+        del y
+        gc.collect()
+        eq_(err.getvalue(),
+            "Init bye\n"
+            "Closing\n"
+            "Deleting\n")
+
+        # Verify function calls when wrap_verify is True
+        err.truncate(0)
+        z = Bar()
+        eq_(inspect.getargspec(z.blah),
+            inspect.ArgSpec(args = ['self', 'arg'],
+                            varargs = None, keywords = None, defaults = None))
+        z.blah("boo")
+        z.close()
+        with assert_raises(AssertionError) as e:
+            z.blah("hello")
+        in_("called <function blah at 0x", str(e.exception))
+        in_("> after close", str(e.exception))
+        # Since the most recent assertion references 'z',
+        # we need to raise another assertion here so that
+        # 'z' will get properly deleted.
+        with assert_raises(AssertionError):
+            raise AssertionError()
+        del z
+        gc.collect()
+        eq_(err.getvalue(),
+            "Init\n"
+            "Blah boo\n"
+            "Closing\n"
+            "Deleting\n")
+
+        # Class with missing methods
+        err.truncate(0)
+        w = Baz()
+        w.close()
+        del w
+        eq_(err.getvalue(), "")
+

tests/test_nilmdb.py

@@ -14,6 +14,7 @@ import urllib2
 from urllib2 import urlopen, HTTPError
 import Queue
 import cStringIO
+import time
 
 testdb = "tests/testdb"
 
@@ -21,7 +22,7 @@ testdb = "tests/testdb"
 #def cleanup():
 #    os.unlink(testdb)
 
-from test_helpers import *
+from testutil.helpers import *
 
 class Test00Nilmdb(object):  # named 00 so it runs first
     def test_NilmDB(self):
@@ -39,8 +40,8 @@ class Test00Nilmdb(object):  # named 00 so it runs first
         capture = cStringIO.StringIO()
         old = sys.stdout
         sys.stdout = capture
-        with nilmdb.Timer("test"):
-            nilmdb.timer.time.sleep(0.01)
+        with nilmdb.utils.Timer("test"):
+            time.sleep(0.01)
         sys.stdout = old
         in_("test: ", capture.getvalue())
 
@@ -69,12 +70,14 @@ class Test00Nilmdb(object):  # named 00 so it runs first
         eq_(db.stream_list(layout="RawData"), [ ["/newton/raw", "RawData"] ])
         eq_(db.stream_list(path="/newton/raw"), [ ["/newton/raw", "RawData"] ])
 
-        # Verify that columns were made right
-        eq_(len(db.h5file.getNode("/newton/prep").cols), 9)
-        eq_(len(db.h5file.getNode("/newton/raw").cols), 7)
-        eq_(len(db.h5file.getNode("/newton/zzz/rawnotch").cols), 10)
-        assert(not db.h5file.getNode("/newton/prep").colindexed["timestamp"])
-        assert(not db.h5file.getNode("/newton/prep").colindexed["c1"])
+        # Verify that columns were made right (pytables specific)
+        if "h5file" in db.data.__dict__:
+            h5file = db.data.h5file
+            eq_(len(h5file.getNode("/newton/prep").cols), 9)
+            eq_(len(h5file.getNode("/newton/raw").cols), 7)
+            eq_(len(h5file.getNode("/newton/zzz/rawnotch").cols), 10)
+            assert(not h5file.getNode("/newton/prep").colindexed["timestamp"])
+            assert(not h5file.getNode("/newton/prep").colindexed["c1"])
 
         # Set / get metadata
         eq_(db.stream_get_metadata("/newton/prep"), {})
@@ -110,7 +113,8 @@ class TestBlockingServer(object):
             self.server.start(blocking = True, event = event)
         thread = threading.Thread(target = run_server)
         thread.start()
-        event.wait(timeout = 2)
+        if not event.wait(timeout = 10):
+            raise AssertionError("server didn't start in 10 seconds")
 
         # Send request to exit.
         req = urlopen("http://127.0.0.1:12380/exit/", timeout = 1)
@@ -196,6 +200,6 @@ class TestServer(object):
         # GET instead of POST (no body)
         # (actual POST test is done by client code)
         with assert_raises(HTTPError) as e:
-            getjson("/stream/insert?path=/newton/prep")
+            getjson("/stream/insert?path=/newton/prep&start=0&end=0")
         eq_(e.exception.code, 400)
 

tests/test_printf.py

@@ -1,12 +1,12 @@
 import nilmdb
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 from nose.tools import *
 from nose.tools import assert_raises
 from cStringIO import StringIO
 import sys
 
-from test_helpers import *
+from testutil.helpers import *
 
 class TestPrintf(object):
     def test_printf(self):

tests/test_rbtree.py

@@ -1,20 +1,20 @@
 # -*- coding: utf-8 -*-
 
 import nilmdb
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 from nose.tools import *
 from nose.tools import assert_raises
 
-from nilmdb.rbtree import RBTree, RBNode
+from nilmdb.server.rbtree import RBTree, RBNode
 
-from test_helpers import *
+from testutil.helpers import *
 import unittest
 
 # set to False to skip live renders
 do_live_renders = False
 def render(tree, description = "", live = True):
-    import renderdot
+    import testutil.renderdot as renderdot
     r = renderdot.RBTreeRenderer(tree)
     return r.render(description, live and do_live_renders)
 

tests/test_serializer.py

@@ -1,5 +1,5 @@
 import nilmdb
-from nilmdb.printf import *
+from nilmdb.utils.printf import *
 
 import nose
 from nose.tools import *
@@ -7,7 +7,7 @@ from nose.tools import assert_raises
 import threading
 import time
 
-from test_helpers import *
+from testutil.helpers import *
 
 #raise nose.exc.SkipTest("Skip these")
 
@@ -57,7 +57,7 @@ class TestUnserialized(Base):
 class TestSerialized(Base):
     def setUp(self):
         self.realfoo = Foo()
-        self.foo = nilmdb.serializer.WrapObject(self.realfoo)
+        self.foo = nilmdb.utils.Serializer(self.realfoo)
 
     def tearDown(self):
         del self.foo

tests/test_timestamper.py

@@ -1,7 +1,6 @@
 import nilmdb
-from nilmdb.printf import *
-
-import datetime_tz
+from nilmdb.utils.printf import *
+from nilmdb.utils import datetime_tz
 
 from nose.tools import *
 from nose.tools import assert_raises
@@ -9,7 +8,9 @@ import os
 import sys
 import cStringIO
 
-from test_helpers import *
+from testutil.helpers import *
+
+from nilmdb.utils import timestamper
 
 class TestTimestamper(object):
 
@@ -27,20 +28,20 @@ class TestTimestamper(object):
 
         # full
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000)
+        ts = timestamper.TimestamperRate(input, start, 8000)
         foo = ts.readlines()
         eq_(foo, join(lines_out))
         in_("TimestamperRate(..., start=", str(ts))
 
         # first 30 or so bytes means the first 2 lines
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000)
+        ts = timestamper.TimestamperRate(input, start, 8000)
         foo = ts.readlines(30)
         eq_(foo, join(lines_out[0:2]))
 
         # stop iteration early
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000,
+        ts = timestamper.TimestamperRate(input, start, 8000,
                                                 1332561600.000200)
         foo = ""
         for line in ts:
@@ -49,21 +50,21 @@ class TestTimestamper(object):
 
         # stop iteration early (readlines)
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000,
+        ts = timestamper.TimestamperRate(input, start, 8000,
                                                 1332561600.000200)
         foo = ts.readlines()
         eq_(foo, join(lines_out[0:2]))
 
         # stop iteration really early
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000,
+        ts = timestamper.TimestamperRate(input, start, 8000,
                                                 1332561600.000000)
         foo = ts.readlines()
         eq_(foo, "")
 
         # use iterator
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperRate(input, start, 8000)
+        ts = timestamper.TimestamperRate(input, start, 8000)
         foo = ""
         for line in ts:
             foo += line
@@ -71,21 +72,21 @@ class TestTimestamper(object):
 
         # check that TimestamperNow gives similar result
         input = cStringIO.StringIO(join(lines_in))
-        ts = nilmdb.timestamper.TimestamperNow(input)
+        ts = timestamper.TimestamperNow(input)
         foo = ts.readlines()
         ne_(foo, join(lines_out))
         eq_(len(foo), len(join(lines_out)))
         eq_(str(ts), "TimestamperNow(...)")
 
         # Test passing a file (should be empty)
-        ts = nilmdb.timestamper.TimestamperNow("/dev/null")
+        ts = timestamper.TimestamperNow("/dev/null")
         for line in ts:
             raise AssertionError
         ts.close()
 
         # Test the null timestamper
         input = cStringIO.StringIO(join(lines_out))  # note: lines_out
-        ts = nilmdb.timestamper.TimestamperNull(input)
+        ts = timestamper.TimestamperNull(input)
         foo = ts.readlines()
         eq_(foo, join(lines_out))
         eq_(str(ts), "TimestamperNull(...)")

tests/testutil/__init__.py

@@ -0,0 +1 @@
+# empty

tests/testutil/helpers.py

@@ -12,6 +12,10 @@ def eq_(a, b):
     if not a == b:
         raise AssertionError("%s != %s" % (myrepr(a), myrepr(b)))
 
+def lt_(a, b):
+    if not a < b:
+        raise AssertionError("%s is not less than %s" % (myrepr(a), myrepr(b)))
+
 def in_(a, b):
     if a not in b:
         raise AssertionError("%s not in %s" % (myrepr(a), myrepr(b)))
@@ -20,6 +24,14 @@ def ne_(a, b):
     if not a != b:
         raise AssertionError("unexpected %s == %s" % (myrepr(a), myrepr(b)))
 
+def lines_(a, n):
+    l = a.count('\n')
+    if not l == n:
+        if len(a) > 5000:
+            a = a[0:5000] + " ... truncated"
+        raise AssertionError("wanted %d lines, got %d in output: '%s'"
+                             % (n, l, a))
+
 def recursive_unlink(path):
     try:
         shutil.rmtree(path)

tests/testutil/renderdot.py

@@ -13,7 +13,7 @@ class Renderer(object):
 
     # Rendering
     def __render_dot_node(self, node, max_depth = 20):
-        from nilmdb.printf import sprintf
+        from nilmdb.utils.printf import sprintf
         """Render a single node and its children into a dot graph fragment"""
         if max_depth == 0:
             return ""

time-bxintersect

@@ -1,54 +0,0 @@
-nosetests
-
-32: 386 μs (12.0625 μs each)
-64: 672.102 μs (10.5016 μs each)
-128: 1510.86 μs (11.8036 μs each)
-256: 2782.11 μs (10.8676 μs each)
-512: 5591.87 μs (10.9216 μs each)
-1024: 12812.1 μs (12.5119 μs each)
-2048: 21835.1 μs (10.6617 μs each)
-4096: 46059.1 μs (11.2449 μs each)
-8192: 114127 μs (13.9315 μs each)
-16384: 181217 μs (11.0606 μs each)
-32768: 419649 μs (12.8067 μs each)
-65536: 804320 μs (12.2729 μs each)
-131072: 1.73534e+06 μs (13.2396 μs each)
-262144: 3.74451e+06 μs (14.2842 μs each)
-524288: 8.8694e+06 μs (16.917 μs each)
-1048576: 1.69993e+07 μs (16.2118 μs each)
-2097152: 3.29387e+07 μs (15.7064 μs each)
-   |                                                                            
-   +3.29387e+07                                                             *   
-   |                                                                    ----    
-   |                                                               -----        
-   |                                                           ----             
-   |                                                      -----                 
-   |                                                 -----                      
-   |                                             ----                           
-   |                                        -----                               
-   |                                   -----                                    
-   |                               ----                                         
-   |                          -----                                             
-   |                      ----                                                  
-   |                 -----                                                      
-   |              ---                                                           
-   |           ---                                                              
-   |        ---                                                                 
-   | -------                                                                    
----+386---------------------------------------------------------------------+---
-   +32                                                          +2.09715e+06    
-
-name                                 #n            tsub      ttot      tavg
-..vl/lees/bucket/nilm/nilmdb/nilmdb/interval.py.__iadd__:184  4194272          10.025323     30.262723     0.000007    
-..evl/lees/bucket/nilm/nilmdb/nilmdb/interval.py.__init__:27  4194272          24.715377     24.715377     0.000006    
-../lees/bucket/nilm/nilmdb/nilmdb/interval.py.intersects:239  4194272          6.705053      12.577620     0.000003    
-..im/devl/lees/bucket/nilm/nilmdb/tests/aplotter.py.plot:404  1                0.000048      0.001412      0.001412    
-../lees/bucket/nilm/nilmdb/tests/aplotter.py.plot_double:311  1                0.000106      0.001346      0.001346    
-..vl/lees/bucket/nilm/nilmdb/tests/aplotter.py.plot_data:201  1                0.000098      0.000672      0.000672    
-..vl/lees/bucket/nilm/nilmdb/tests/aplotter.py.plot_line:241  16               0.000298      0.000496      0.000031    
-..jim/devl/lees/bucket/nilm/nilmdb/nilmdb/printf.py.printf:4  17               0.000252      0.000334      0.000020    
-..vl/lees/bucket/nilm/nilmdb/tests/aplotter.py.transposed:39  1                0.000229      0.000235      0.000235    
-..vl/lees/bucket/nilm/nilmdb/tests/aplotter.py.y_reversed:45  1                0.000151      0.000174      0.000174    
-
-name           tid              fname                      ttot      scnt
-_MainThread           47269783682784        ..b/python2.7/threading.py.setprofile:88  64.746000     1              

timeit.sh

@@ -1,21 +0,0 @@
-./nilmtool.py destroy /bpnilm/2/raw
-./nilmtool.py create /bpnilm/2/raw RawData
-
-if true; then
-    time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-110000 -r 8000 /bpnilm/2/raw
-    time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s 20110513-120001 -r 8000 /bpnilm/2/raw
-else
-    for i in $(seq 2000 2050); do
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-010001 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-020002 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-030003 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-040004 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-050005 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-060006 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-070007 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-080008 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-090009 /bpnilm/2/raw
-	time zcat /home/jim/bpnilm-data/snapshot-1-20110513-110002.raw.gz | ./nilmtool.py insert -s ${i}0101-100010 /bpnilm/2/raw
-    done
-fi
-