summaryrefslogtreecommitdiff
path: root/schall/lib/timeseries/timeseries.py
blob: fbf0f34286128042698b7b7c367f0f7cb313ad50 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
#!/usr/bin/env python
from collections import namedtuple
import struct
import time
import glob
import os

import logging

class Constants:
    DB_MAX_NAME_LENGTH = 10
    DB_WRITEBUF_LENGTH = 10 
    DBDAY_FORMAT_DAY = "%d%m%Y"
    DB_OPEN_FILES = 5

    INT_MILLI = 1
    INT_SEC = 1000
    INT_MIN = 60 * INT_SEC
    INT_HOUR = 60 * INT_MIN
    INT_DAY = 24 * INT_HOUR
    INT_WEEK = 7 * INT_DAY
    INT_MONTH = 31 * INT_DAY
    INT_YEAR = 365 * INT_DAY

C = Constants

def time_ms():
    return int(time.time() * 1000)

class DB(object):
    def __init__(self, interval, fileinterval, directory, name):
        assert len(name) <= Constants.DB_MAX_NAME_LENGTH, \
            "name must be smaller than {0} (is {1})".format(Constants.DB_MAX_NAME_LENGTH, len(name))
        self.interval = interval
        self.fileinterval = fileinterval
        self.directory = directory
        self.name = name
        self.isize = self.item_size() # item_size
        self._files = {}
        self._write_buf = {}
        self.last_access = []
        for path in glob.glob(self.directory + os.path.sep + name + "*"):
            dbday = DBSegment.fopen(path, self)
            self._files[dbday.filekey] = dbday

    def __getitem__(self, key):
        return self.get(key)

    def get(self, key):
        raise NotImplementedError()
        
    def _get(self, key):
        if not isinstance(key, int) and not isinstance(key, long):
            raise TypeError("DB keys must be millisecond timestamps (int)")

        logging.debug("get -> key %s fileinterval %s interval %s", key, self.fileinterval, self.interval)
        filekey = self._calc_segment_key(key)
        key = self._calc_key(key)
        logging.debug("get => filekey %s key %s", filekey, key )

        if (filekey, key) in self._write_buf.keys():
            logging.debug("Write-Cache hit %s", key)
            return self._write_buf[(filekey, key)]

        db_segment = self.get_segment(filekey)
        return db_segment[key]

    def __setitem__(self, key, value):
        return self.set(key, value)

    def set(self, key, value):
        raise NotImplementedError()

    def _set(self, key, value):
        if not isinstance(key, int) and not isinstance(key, long):
            raise TypeError("DB keys must be millisecond timestamps (int)")

        logging.debug("get -> key %s fileinterval %s interval %s", key, self.fileinterval, self.interval)
        filekey = self._calc_segment_key(key)
        key = self._calc_key(key)
        logging.debug("get => filekey %s key %s", filekey, key )

        self._write_buf[(filekey, key)] = value
        if len(self._write_buf) > Constants.DB_WRITEBUF_LENGTH:
            self._flush_buf()

        return value

    def get_segment(self, filekey):
        if filekey in self._files.keys():
            return self._files[filekey]
        else:
            header = DBSegment.header( filekey=filekey,
                    isize=self.isize, interval=self.interval,
                    fileinterval=self.fileinterval, dbname=self.name)
            path = self.directory + os.path.sep + self.name + str(filekey)
            db_segment = DBSegment(self, path, header)
            logging.info("New File %s", db_segment.path)
            self._files[filekey] = db_segment
            return db_segment
        


    def _calc_key(self, key):
        return int( (key % self.fileinterval) / self.interval)

    def _calc_segment_key(self, key):
        return int( key / self.fileinterval )

    def _flush_buf(self):
        logging.debug("flush")
        keys = self._write_buf.keys()
        keys.sort()
        for (filekey,key) in keys:
            db_segment = self.get_segment(filekey)
            db_segment[key] = self._write_buf[(filekey, key)]
        self._write_buf.clear()

    def close(self):
        self._flush_buf()

    def item_size(self):
        """"""
        raise NotImplementedError()
 
class InvalidSegmentError(Exception):
    def __init__(self, header, *args):
        Exception.__init__(self, *args)
        self.header = header

class _LazyEval(object):
    def __init__(self, func, *args, **kwargs):
        self.func, self.args, self.kwargs = func, args, kwargs
    def __str__(self):
        return self.func(*self.args, **self.kwargs)

def _to_hexstring(input_string):
    def _do(string):
        return " ".join(map(lambda c:"%02x"%ord(c), string)).upper()
    return _LazyEval(_do, input_string)

class DBSegment(object):
    header = namedtuple('Header', 'filekey isize interval fileinterval dbname')
    header_format = "iiii%dp"%Constants.DB_MAX_NAME_LENGTH
    header_size = struct.calcsize( "iiii%dp"%Constants.DB_MAX_NAME_LENGTH )

    @staticmethod
    def fopen(path, db):
        filekey = int( os.path.basename(path)[len(db.name):] )
        with file(path, "rb") as fh:
            header = DBSegment.header._make( struct.unpack( DBSegment.header_format, fh.read( DBSegment.header_size ) ) )
            if not (header.filekey == filekey
                    and header.interval == db.interval
                    and header.fileinterval == db.fileinterval
                    and header.dbname == db.name):
                raise InvalidSegmentError(header)
        f = DBSegment(db, path, header)
        return f

    def __init__(self, db, path, header):
        self.db = db
        self.path = path
        self.header = header

        self.filekey = header.filekey
        if not os.path.exists(self.path):
            logging.info("Write header in new file %s", self.path)
            self.fh = file(self.path, "wb")
            self.fh.write( struct.pack( DBSegment.header_format, *list(header) ) )
            end = ( DBSegment.header_size +
                    ( self.db.fileinterval / self.db.interval ) * self.db.isize)
            self.fh.seek( end )
            self.fh.write( "\0" )
            self.fh.close()
        self.fh = None
        self.open()

    def __setitem__(self, key, data):
        logging.debug("Set %s = %s", key, _to_hexstring(data))
        self._seek(key)
        self.fh.write( data[:self.db.isize] ) 
        self.lastpos = self.fh.tell()

    def __getitem__(self, key):
        self._seek(key)
        data = self.fh.read( self.db.isize )
        self.lastpos = self.fh.tell()
        logging.debug("Get %s => %s", key, _to_hexstring(data))
        return data

    def _seek(self, key):
        offset = DBSegment.header_size + \
                key * self.db.isize

        if self.lastpos == offset:
            logging.debug("continue at %s", self.lastpos)
        else:
            logging.debug("seek to %s in %s instance %s (lastpos = %s)", offset, self.path, id(self), self.lastpos)
            if not self.fh:
                self.open()
            self.fh.seek( offset )

    def open(self):
        if not self.fh:
            logging.debug("Open %s",self.path)
            self.fh = file(self.path, "r+b")
            self.lastpos = self.fh.tell()

    def close(self):
        logging.info("Close %s instance %s", self.path, id(self))
        if self.fh:
            self.fh.close()
            self.fh = None

class DBInt(DB):
    payload = namedtuple("payload", "x y z")
    payload_format = "iii"
    def get(self, key):
        return DBInt.payload._make(
                struct.unpack(
                    DBInt.payload_format, self._get(key) ) )

    def set(self, key, value):
        return self._set(key,
                struct.pack(DBInt.payload_format, *list(value)))

    def item_size(self):
        return struct.calcsize( DBInt.payload_format )

class DBSimpleInt(DB):
    def get(self, key):
        return struct.unpack("i", self._get(key))[0]

    def set(self, key, value):
        return self._set(key,
                struct.pack("i", value))

    def item_size(self):
        return struct.calcsize( "i" )

import random
if __name__ == "__main__":
    #logging.basicConfig(level=logging.DEBUG)
    logging.basicConfig(level=logging.INFO)
    #logging.basicConfig(level=logging.ERROR)

    # Alle 5 sek.
    start = time_ms()
    stop = time_ms() + Constants.INT_DAY*2

    db = DBSimple(1000 * Constants.INT_MILLI, Constants.INT_DAY, ".", "testdb")
    rand = 123456
    for ts in range(start, stop, 1000*Constants.INT_MILLI):
        db[ts] = -ts % rand
        assert db[ts] == -ts%rand, "%s != %s"%(db[ts], ts)

    r = range(start, stop, 1000*Constants.INT_MILLI)
    r.reverse()
    for ts in r:
        assert db[ts] == -ts%rand, "%s != %s"%(db[ts], -ts%rand)


    db.close()