nilmdb/tests/test_client.py

# -*- coding: utf-8 -*-

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.plugins.skip import SkipTest
from nose.tools import *
from nose.tools import assert_raises
import itertools
import distutils.version
import os
import sys
import threading
import cStringIO
import simplejson as json
import unittest
import warnings
import resource
import time
import re

from testutil.helpers import *

testdb = "tests/client-testdb"
testurl = "http://localhost:32180/"

def setup_module():
    global test_server, test_db
    # Clear out DB
    recursive_unlink(testdb)

    # Start web app on a custom port
    test_db = nilmdb.utils.serializer_proxy(nilmdb.NilmDB)(testdb, sync = False)
    test_server = nilmdb.Server(test_db, host = "127.0.0.1",
                                port = 32180, stoppable = False,
                                fast_shutdown = True,
                                force_traceback = False)
    test_server.start(blocking = False)

def teardown_module():
    global test_server, test_db
    # Close web app
    test_server.stop()
    test_db.close()

class TestClient(object):

    def test_client_01_basic(self):
        # Test a fake host
        client = nilmdb.Client(url = "http://localhost:1/")
        with assert_raises(nilmdb.client.ServerError):
            client.version()
        client.close()

        # Then a fake URL on a real host
        client = nilmdb.Client(url = "http://localhost:32180/fake/")
        with assert_raises(nilmdb.client.ClientError):
            client.version()
        client.close()

        # Now a real URL with no http:// prefix
        client = nilmdb.Client(url = "localhost:32180")
        version = client.version()
        client.close()

        # Now use the real URL
        client = nilmdb.Client(url = testurl)
        version = client.version()
        eq_(distutils.version.LooseVersion(version),
            distutils.version.LooseVersion(test_server.version))

        # Bad URLs should give 404, not 500
        with assert_raises(ClientError):
            client.http.get("/stream/create")
        client.close()

    def test_client_02_createlist(self):
        # Basic stream tests, like those in test_nilmdb:test_stream
        client = nilmdb.Client(url = testurl)

        # Database starts empty
        eq_(client.stream_list(), [])

        # Bad path
        with assert_raises(ClientError):
            client.stream_create("foo/bar/baz", "PrepData")
        with assert_raises(ClientError):
            client.stream_create("/foo", "PrepData")
        # Bad layout type
        with assert_raises(ClientError):
            client.stream_create("/newton/prep", "NoSuchLayout")

        # Bad method types
        with assert_raises(ClientError):
            client.http.put("/stream/list","")
        # Try a bunch of times to make sure the request body is getting consumed
        for x in range(10):
            with assert_raises(ClientError):
                client.http.post("/stream/list")
        client = nilmdb.Client(url = testurl)

        # Create three streams
        client.stream_create("/newton/prep", "PrepData")
        client.stream_create("/newton/raw", "RawData")
        client.stream_create("/newton/zzz/rawnotch", "RawNotchedData")

        # Verify we got 3 streams
        eq_(client.stream_list(), [ ["/newton/prep", "PrepData"],
                                    ["/newton/raw", "RawData"],
                                    ["/newton/zzz/rawnotch", "RawNotchedData"]
                                    ])
        # Match just one type or one path
        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)

        client.close()

    def test_client_03_metadata(self):
        client = nilmdb.Client(url = testurl)

        # Set / get metadata
        eq_(client.stream_get_metadata("/newton/prep"), {})
        eq_(client.stream_get_metadata("/newton/raw"), {})
        meta1 = { "description": "The Data",
                  "v_scale": "1.234" }
        meta2 = { "description": "The Data" }
        meta3 = { "v_scale": "1.234" }
        client.stream_set_metadata("/newton/prep", meta1)
        client.stream_update_metadata("/newton/prep", {})
        client.stream_update_metadata("/newton/raw", meta2)
        client.stream_update_metadata("/newton/raw", meta3)
        eq_(client.stream_get_metadata("/newton/prep"), meta1)
        eq_(client.stream_get_metadata("/newton/raw"), meta1)
        eq_(client.stream_get_metadata("/newton/raw",
                                       [ "description" ] ), meta2)
        eq_(client.stream_get_metadata("/newton/raw",
                                       [ "description", "v_scale" ] ), meta1)

        # missing key
        eq_(client.stream_get_metadata("/newton/raw", "descr"),
            { "descr": None })
        eq_(client.stream_get_metadata("/newton/raw", [ "descr" ]),
            { "descr": None })

        # test wrong types (list instead of dict)
        with assert_raises(ClientError):
            client.stream_set_metadata("/newton/prep", [1,2,3])
        with assert_raises(ClientError):
            client.stream_update_metadata("/newton/prep", [1,2,3])
        client.close()

    def test_client_04_insert(self):
        client = nilmdb.Client(url = testurl)

        # Limit _max_data to 1 MB, since our test file is 1.5 MB
        old_max_data = nilmdb.client.client.StreamInserter._max_data
        nilmdb.client.client.StreamInserter._max_data = 1 * 1024 * 1024

        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 = 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 = timestamper.TimestamperRate(testfile, start, 120)
        data = reversed(list(data))
        with assert_raises(ClientError) as e:
            result = client.stream_insert("/newton/prep", data)
        in_("400 Bad Request", str(e.exception))
        in_("timestamp is not monotonically increasing", str(e.exception))

        # Now try empty data (no server request made)
        empty = cStringIO.StringIO("")
        data = timestamper.TimestamperRate(empty, start, 120)
        result = client.stream_insert("/newton/prep", data)
        eq_(result, None)

        # It's OK to insert an empty interval
        client.http.put("stream/insert", "", { "path": "/newton/prep",
                                               "start": 1, "end": 2 })
        eq_(list(client.stream_intervals("/newton/prep")), [[1, 2]])
        client.stream_remove("/newton/prep")
        eq_(list(client.stream_intervals("/newton/prep")), [])

        # Timestamps can be negative too
        client.http.put("stream/insert", "", { "path": "/newton/prep",
                                               "start": -2, "end": -1 })
        eq_(list(client.stream_intervals("/newton/prep")), [[-2, -1]])
        client.stream_remove("/newton/prep")
        eq_(list(client.stream_intervals("/newton/prep")), [])

        # Intervals that end at zero shouldn't be any different
        client.http.put("stream/insert", "", { "path": "/newton/prep",
                                               "start": -1, "end": 0 })
        eq_(list(client.stream_intervals("/newton/prep")), [[-1, 0]])
        client.stream_remove("/newton/prep")
        eq_(list(client.stream_intervals("/newton/prep")), [])

        # Try forcing a server request with equal start and end
        with assert_raises(ClientError) as e:
            client.http.put("stream/insert", "", { "path": "/newton/prep",
                                                   "start": 0, "end": 0 })
        in_("400 Bad Request", str(e.exception))
        in_("start must precede end", 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.
        assert(re.search("Data timestamp 13325[0-9]+\.[0-9]+ "
                         ">= end time 1332511201.0", str(e.exception))
               is not None)

        # Now do the real load
        data = timestamper.TimestamperRate(testfile, start, 120)
        result = client.stream_insert("/newton/prep", data,
                                      start, start + 119.999777)

        # 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 = 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_("verlap", str(e.exception))

        nilmdb.client.client.StreamInserter._max_data = old_max_data
        client.close()

    def test_client_05_extractremove(self):
        # Misc tests for extract and remove.  Most of them are in test_cmdline.
        client = nilmdb.Client(url = testurl)

        for x in client.stream_extract("/newton/prep", 999123, 999124):
            raise AssertionError("shouldn't be any data for this request")

        with assert_raises(ClientError) as e:
            client.stream_remove("/newton/prep", 123, 120)

        # Test count
        eq_(client.stream_count("/newton/prep"), 14400)

        client.close()

    def test_client_06_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 = testurl)

        # Trigger a client error in generator
        start = datetime_tz.datetime_tz.smartparse("20120323T2000")
        end = datetime_tz.datetime_tz.smartparse("20120323T1000")
        for function in [ client.stream_intervals, client.stream_extract ]:
            with assert_raises(ClientError) as e:
                function("/newton/prep",
                         start.totimestamp(),
                         end.totimestamp()).next()
            in_("400 Bad Request", str(e.exception))
            in_("start must precede end", str(e.exception))

        # Trigger a curl error in generator
        with assert_raises(ServerError) as e:
            client.http.get_gen("http://nosuchurl/").next()

        # Trigger a curl error in generator
        with assert_raises(ServerError) as e:
            client.http.get_gen("http://nosuchurl/").next()

        # Check 404 for missing streams
        for function in [ client.stream_intervals, client.stream_extract ]:
            with assert_raises(ClientError) as e:
                function("/no/such/stream").next()
            in_("404 Not Found", str(e.exception))
            in_("No such stream", str(e.exception))

        client.close()

    def test_client_07_headers(self):
        # Make sure that /stream/intervals and /stream/extract
        # 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 = testurl)
        http = client.http

        # Use a warning rather than returning a test failure for the
        # transfer-encoding, so that we can still disable chunked
        # responses for debugging.

        def headers():
            h = ""
            for (k, v) in http._last_response.headers.items():
                h += k + ": " + v + "\n"
            return h.lower()

        # Intervals
        x = http.get("stream/intervals", { "path": "/newton/prep" })
        if "transfer-encoding: chunked" not in headers():
            warnings.warn("Non-chunked HTTP response for /stream/intervals")
        if "content-type: application/x-json-stream" not in headers():
            raise AssertionError("/stream/intervals content type "
                                 "is not application/x-json-stream:\n" +
                                 headers())

        # Extract
        x = http.get("stream/extract",
                            { "path": "/newton/prep",
                              "start": "123",
                              "end": "124" })
        if "transfer-encoding: chunked" not in headers():
            warnings.warn("Non-chunked HTTP response for /stream/extract")
        if "content-type: text/plain;charset=utf-8" not in headers():
            raise AssertionError("/stream/extract is not text/plain:\n" +
                                 headers())

        client.close()

    def test_client_08_unicode(self):
        # Try both with and without posting JSON
        for post_json in (False, True):
            # Basic Unicode tests
            client = nilmdb.Client(url = testurl, post_json = post_json)

            # 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)

            client.close()

    def test_client_09_closing(self):
        # Make sure we actually close sockets correctly.  New
        # connections will block for a while if they're not, since the
        # server will stop accepting new connections.
        for test in [1, 2]:
            start = time.time()
            for i in range(50):
                if time.time() - start > 15:
                    raise AssertionError("Connections seem to be blocking... "
                                         "probably not closing properly.")
                if test == 1:
                    # explicit close
                    client = nilmdb.Client(url = testurl)
                    with assert_raises(ClientError) as e:
                        client.stream_remove("/newton/prep", 123, 120)
                    client.close() # remove this to see the failure
                elif test == 2:
                    # use the context manager
                    with nilmdb.Client(url = testurl) as c:
                        with assert_raises(ClientError) as e:
                            c.stream_remove("/newton/prep", 123, 120)

    def test_client_10_context(self):
        # Test using the client's stream insertion context manager to
        # insert data.
        client = nilmdb.Client(testurl)

        client.stream_create("/context/test", "uint16_1")
        with client.stream_insert_context("/context/test") as ctx:
            # override _max_data to trigger frequent server updates
            ctx._max_data = 15

            with assert_raises(ValueError):
                ctx.insert_line("100 1")

            ctx.insert_line("100 1\n")
            ctx.insert_iter([ "101 1\n",
                              "102 1\n",
                              "103 1\n" ])
            ctx.insert_line("104 1\n")
            ctx.insert_line("105 1\n")
            ctx.finalize()

            ctx.insert_line("106 1\n")
            ctx.update_end(106.5)
            ctx.finalize()
            ctx.update_start(106.8)
            ctx.insert_line("107 1\n")
            ctx.insert_line("108 1\n")
            ctx.insert_line("109 1\n")
            ctx.insert_line("110 1\n")
            ctx.insert_line("111 1\n")
            ctx.update_end(113)
            ctx.insert_line("112 1\n")
            ctx.update_end(114)
            ctx.insert_line("113 1\n")
            ctx.update_end(115)
            ctx.insert_line("114 1\n")
            ctx.finalize()

        with assert_raises(ClientError):
            with client.stream_insert_context("/context/test", 100, 200) as ctx:
                ctx.insert_line("115 1\n")

        with assert_raises(ClientError):
            with client.stream_insert_context("/context/test", 200, 300) as ctx:
                ctx.insert_line("115 1\n")

        with client.stream_insert_context("/context/test", 200, 300) as ctx:
            # make sure our override wasn't permanent
            ne_(ctx._max_data, 15)
            ctx.insert_line("225 1\n")
            ctx.finalize()

        eq_(list(client.stream_intervals("/context/test")),
            [ [ 100, 105.000001 ],
              [ 106, 106.5 ],
              [ 106.8, 115 ],
              [ 200, 300 ] ])

        client.stream_destroy("/context/test")
        client.close()

    def test_client_11_emptyintervals(self):
        # Empty intervals are ok!  If recording detection events
        # by inserting rows into the database, we want to be able to
        # have an interval where no events occurred.  Test them here.
        client = nilmdb.Client(testurl)
        client.stream_create("/empty/test", "uint16_1")

        def info():
            result = []
            for interval in list(client.stream_intervals("/empty/test")):
                result.append((client.stream_count("/empty/test", *interval),
                               interval))
            return result

        eq_(info(), [])

        # Insert a region with just a few points
        with client.stream_insert_context("/empty/test") as ctx:
            ctx.update_start(100)
            ctx.insert_line("140 1\n")
            ctx.insert_line("150 1\n")
            ctx.insert_line("160 1\n")
            ctx.update_end(200)
            ctx.finalize()

        eq_(info(), [(3, [100, 200])])

        # Delete chunk, which will leave one data point and two intervals
        client.stream_remove("/empty/test", 145, 175)
        eq_(info(), [(1, [100, 145]),
                     (0, [175, 200])])

        # Try also creating a completely empty interval from scratch,
        # in a few different ways.
        client.stream_insert_block("/empty/test", "", 300, 350)
        client.stream_insert("/empty/test", [], 400, 450)
        with client.stream_insert_context("/empty/test", 500, 550):
            pass

        # If enough timestamps aren't provided, empty streams won't be created.
        client.stream_insert("/empty/test", [])
        with client.stream_insert_context("/empty/test"):
            pass
        client.stream_insert("/empty/test", [], start = 600)
        with client.stream_insert_context("/empty/test", start = 700):
            pass
        client.stream_insert("/empty/test", [], end = 850)
        with client.stream_insert_context("/empty/test", end = 950):
            pass

        # Try various things that might cause problems
        with client.stream_insert_context("/empty/test", 1000, 1050):
            ctx.finalize() # inserts [1000, 1050]
            ctx.finalize() # nothing
            ctx.finalize() # nothing
            ctx.insert_line("1100 1\n")
            ctx.finalize() # inserts [1100, 1100.000001]
            ctx.update_start(1199)
            ctx.insert_line("1200 1\n")
            ctx.update_end(1250)
            ctx.finalize() # inserts [1199, 1250]
            ctx.update_start(1299)
            ctx.finalize() # nothing
            ctx.update_end(1350)
            ctx.finalize() # nothing
            ctx.update_start(1400)
            ctx.update_end(1450)
            ctx.finalize()
            # implicit last finalize inserts [1400, 1450]

        # Check everything
        eq_(info(), [(1, [100, 145]),
                     (0, [175, 200]),
                     (0, [300, 350]),
                     (0, [400, 450]),
                     (0, [500, 550]),
                     (0, [1000, 1050]),
                     (1, [1100, 1100.000001]),
                     (1, [1199, 1250]),
                     (0, [1400, 1450]),
                     ])

        # Clean up
        client.stream_destroy("/empty/test")
        client.close()

    def test_client_12_persistent(self):
        # Check that connections are persistent when they should be.
        # This is pretty hard to test; we have to poke deep into
        # the Requests library.
        with nilmdb.Client(url = testurl) as c:
            def connections():
                try:
                    poolmanager = c.http._last_response.connection.poolmanager
                    pool = poolmanager.pools[('http','localhost',32180)]
                    return (pool.num_connections, pool.num_requests)
                except:
                    raise SkipTest("can't get connection info")

            # First request makes a connection
            c.stream_create("/persist/test", "uint16_1")
            eq_(connections(), (1, 1))

            # Non-generator
            c.stream_list("/persist/test")
            eq_(connections(), (1, 2))
            c.stream_list("/persist/test")
            eq_(connections(), (1, 3))

            # Generators
            for x in c.stream_intervals("/persist/test"):
                pass
            eq_(connections(), (1, 4))
            for x in c.stream_intervals("/persist/test"):
                pass
            eq_(connections(), (1, 5))

            # Clean up
            c.stream_destroy("/persist/test")
            eq_(connections(), (1, 6))