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
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
|
# -*- coding: utf-8 -*-
# Copyright (C) 2012 Yahoo! Inc. All Rights Reserved.
# Copyright (C) 2013 Rackspace Hosting All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
import abc
import copy
from oslo.utils import timeutils
from oslo.utils import uuidutils
import six
from taskflow import exceptions as exc
from taskflow import logging
from taskflow import states
from taskflow.types import failure as ft
LOG = logging.getLogger(__name__)
def _copy_function(deep_copy):
if deep_copy:
return copy.deepcopy
else:
return lambda x: x
def _safe_marshal_time(when):
if not when:
return None
return timeutils.marshall_now(now=when)
def _safe_unmarshal_time(when):
if not when:
return None
return timeutils.unmarshall_time(when)
def _was_failure(state, result):
return state == states.FAILURE and isinstance(result, ft.Failure)
def _fix_meta(data):
# Handle the case where older schemas allowed this to be non-dict by
# correcting this case by replacing it with a dictionary when a non-dict
# is found.
meta = data.get('meta')
if not isinstance(meta, dict):
meta = {}
return meta
class LogBook(object):
"""A container of flow details, a name and associated metadata.
Typically this class contains a collection of flow detail entries
for a given engine (or job) so that those entities can track what 'work'
has been completed for resumption, reverting and miscellaneous tracking
purposes.
The data contained within this class need *not* be backed by the backend
storage in real time. The data in this class will only be guaranteed to be
persisted when a save occurs via some backend connection.
NOTE(harlowja): the naming of this class is analogous to a ships log or a
similar type of record used in detailing work that been completed (or work
that has not been completed).
"""
def __init__(self, name, uuid=None):
if uuid:
self._uuid = uuid
else:
self._uuid = uuidutils.generate_uuid()
self._name = name
self._flowdetails_by_id = {}
self.created_at = timeutils.utcnow()
self.updated_at = None
self.meta = {}
def add(self, fd):
"""Adds a new entry to the underlying logbook.
Does not *guarantee* that the details will be immediately saved.
"""
self._flowdetails_by_id[fd.uuid] = fd
self.updated_at = timeutils.utcnow()
def find(self, flow_uuid):
return self._flowdetails_by_id.get(flow_uuid, None)
def merge(self, lb, deep_copy=False):
"""Merges the current object state with the given ones state.
NOTE(harlowja): Does not merge the flow details contained in either.
"""
if lb is self:
return self
copy_fn = _copy_function(deep_copy)
if self.meta != lb.meta:
self.meta = copy_fn(lb.meta)
if lb.created_at != self.created_at:
self.created_at = copy_fn(lb.created_at)
if lb.updated_at != self.updated_at:
self.updated_at = copy_fn(lb.updated_at)
return self
def to_dict(self, marshal_time=False):
"""Translates the internal state of this object to a dictionary.
NOTE(harlowja): Does not include the contained flow details.
"""
if not marshal_time:
marshal_fn = lambda x: x
else:
marshal_fn = _safe_marshal_time
data = {
'name': self.name,
'meta': self.meta,
'uuid': self.uuid,
'updated_at': marshal_fn(self.updated_at),
'created_at': marshal_fn(self.created_at),
}
return data
@classmethod
def from_dict(cls, data, unmarshal_time=False):
"""Translates the given data into an instance of this class."""
if not unmarshal_time:
unmarshal_fn = lambda x: x
else:
unmarshal_fn = _safe_unmarshal_time
obj = cls(data['name'], uuid=data['uuid'])
obj.updated_at = unmarshal_fn(data['updated_at'])
obj.created_at = unmarshal_fn(data['created_at'])
obj.meta = _fix_meta(data)
return obj
@property
def uuid(self):
return self._uuid
@property
def name(self):
return self._name
def __iter__(self):
for fd in six.itervalues(self._flowdetails_by_id):
yield fd
def __len__(self):
return len(self._flowdetails_by_id)
class FlowDetail(object):
"""A container of atom details, a name and associated metadata.
Typically this class contains a collection of atom detail entries that
represent the atoms in a given flow structure (along with any other needed
metadata relevant to that flow).
The data contained within this class need *not* be backed by the backend
storage in real time. The data in this class will only be guaranteed to be
persisted when a save/update occurs via some backend connection.
"""
def __init__(self, name, uuid):
self._uuid = uuid
self._name = name
self._atomdetails_by_id = {}
self.state = None
self.meta = {}
def update(self, fd):
"""Updates the objects state to be the same as the given one."""
if fd is self:
return self
self._atomdetails_by_id = dict(fd._atomdetails_by_id)
self.state = fd.state
self.meta = fd.meta
return self
def merge(self, fd, deep_copy=False):
"""Merges the current object state with the given ones state.
NOTE(harlowja): Does not merge the atom details contained in either.
"""
if fd is self:
return self
copy_fn = _copy_function(deep_copy)
if self.meta != fd.meta:
self.meta = copy_fn(fd.meta)
if self.state != fd.state:
# NOTE(imelnikov): states are just strings, no need to copy.
self.state = fd.state
return self
def to_dict(self):
"""Translates the internal state of this object to a dictionary.
NOTE(harlowja): Does not include the contained atom details.
"""
return {
'name': self.name,
'meta': self.meta,
'state': self.state,
'uuid': self.uuid,
}
@classmethod
def from_dict(cls, data):
"""Translates the given data into an instance of this class."""
obj = cls(data['name'], data['uuid'])
obj.state = data.get('state')
obj.meta = _fix_meta(data)
return obj
def add(self, ad):
self._atomdetails_by_id[ad.uuid] = ad
def find(self, ad_uuid):
return self._atomdetails_by_id.get(ad_uuid)
@property
def uuid(self):
return self._uuid
@property
def name(self):
return self._name
def __iter__(self):
for ad in six.itervalues(self._atomdetails_by_id):
yield ad
def __len__(self):
return len(self._atomdetails_by_id)
@six.add_metaclass(abc.ABCMeta)
class AtomDetail(object):
"""A base container of atom specific runtime information and metadata.
This is a base class that contains attributes that are used to connect
a atom to the persistence layer during, after, or before it is running
including any results it may have produced, any state that it may be
in (failed for example), any exception that occurred when running and any
associated stacktrace that may have occurring during that exception being
thrown and any other metadata that should be stored along-side the details
about the connected atom.
The data contained within this class need *not* backed by the backend
storage in real time. The data in this class will only be guaranteed to be
persisted when a save/update occurs via some backend connection.
"""
def __init__(self, name, uuid):
self._uuid = uuid
self._name = name
# TODO(harlowja): decide if these should be passed in and therefore
# immutable or let them be assigned?
#
# The state the atom was last in.
self.state = None
# The intention of action that would be applied to the atom.
self.intention = states.EXECUTE
# The results it may have produced (useful for reverting).
self.results = None
# An Failure object that holds exception the atom may have thrown
# (or part of it), useful for knowing what failed.
self.failure = None
self.meta = {}
# The version of the atom this atom details was associated with which
# is quite useful for determining what versions of atoms this detail
# information can be associated with.
self.version = None
@property
def last_results(self):
"""Gets the atoms last result.
If the atom has produced many results (for example if it has been
retried, reverted, executed and ...) this returns the last one of
many results.
"""
return self.results
def update(self, ad):
"""Updates the objects state to be the same as the given one."""
if ad is self:
return self
self.state = ad.state
self.intention = ad.intention
self.meta = ad.meta
self.failure = ad.failure
self.results = ad.results
self.version = ad.version
return self
@abc.abstractmethod
def merge(self, other, deep_copy=False):
"""Merges the current object state with the given ones state."""
copy_fn = _copy_function(deep_copy)
# NOTE(imelnikov): states and intentions are just strings,
# so there is no need to copy them (strings are immutable in python).
self.state = other.state
self.intention = other.intention
if self.failure != other.failure:
# NOTE(imelnikov): we can't just deep copy Failures, as they
# contain tracebacks, which are not copyable.
if other.failure:
if deep_copy:
self.failure = other.failure.copy()
else:
self.failure = other.failure
else:
self.failure = None
if self.meta != other.meta:
self.meta = copy_fn(other.meta)
if self.version != other.version:
self.version = copy_fn(other.version)
return self
@abc.abstractmethod
def to_dict(self):
"""Translates the internal state of this object to a dictionary."""
@abc.abstractmethod
def put(self, state, result):
"""Puts a result (acquired in the given state) into this detail."""
def _to_dict_shared(self):
if self.failure:
failure = self.failure.to_dict()
else:
failure = None
return {
'failure': failure,
'meta': self.meta,
'name': self.name,
'results': self.results,
'state': self.state,
'version': self.version,
'intention': self.intention,
'uuid': self.uuid,
}
def _from_dict_shared(self, data):
self.state = data.get('state')
self.intention = data.get('intention')
self.results = data.get('results')
self.version = data.get('version')
self.meta = _fix_meta(data)
failure = data.get('failure')
if failure:
self.failure = ft.Failure.from_dict(failure)
@property
def uuid(self):
return self._uuid
@property
def name(self):
return self._name
@abc.abstractmethod
def reset(self, state):
"""Resets detail results and failures."""
class TaskDetail(AtomDetail):
"""This class represents a task detail for flow task object."""
def __init__(self, name, uuid):
super(TaskDetail, self).__init__(name, uuid)
def reset(self, state):
self.results = None
self.failure = None
self.state = state
self.intention = states.EXECUTE
def put(self, state, result):
self.state = state
if _was_failure(state, result):
self.failure = result
self.results = None
else:
self.results = result
self.failure = None
@classmethod
def from_dict(cls, data):
"""Translates the given data into an instance of this class."""
obj = cls(data['name'], data['uuid'])
obj._from_dict_shared(data)
return obj
def to_dict(self):
"""Translates the internal state of this object to a dictionary."""
return self._to_dict_shared()
def merge(self, other, deep_copy=False):
if not isinstance(other, TaskDetail):
raise exc.NotImplementedError("Can only merge with other"
" task details")
if other is self:
return self
super(TaskDetail, self).merge(other, deep_copy=deep_copy)
copy_fn = _copy_function(deep_copy)
if self.results != other.results:
self.results = copy_fn(other.results)
return self
class RetryDetail(AtomDetail):
"""This class represents a retry detail for retry controller object."""
def __init__(self, name, uuid):
super(RetryDetail, self).__init__(name, uuid)
self.results = []
def reset(self, state):
self.results = []
self.failure = None
self.state = state
self.intention = states.EXECUTE
@property
def last_results(self):
try:
return self.results[-1][0]
except IndexError as e:
raise exc.NotFound("Last results not found", e)
@property
def last_failures(self):
try:
return self.results[-1][1]
except IndexError as e:
raise exc.NotFound("Last failures not found", e)
def put(self, state, result):
# Do not clean retry history (only on reset does this happen).
self.state = state
if _was_failure(state, result):
self.failure = result
else:
self.results.append((result, {}))
self.failure = None
@classmethod
def from_dict(cls, data):
"""Translates the given data into an instance of this class."""
def decode_results(results):
if not results:
return []
new_results = []
for (data, failures) in results:
new_failures = {}
for (key, data) in six.iteritems(failures):
new_failures[key] = ft.Failure.from_dict(data)
new_results.append((data, new_failures))
return new_results
obj = cls(data['name'], data['uuid'])
obj._from_dict_shared(data)
obj.results = decode_results(obj.results)
return obj
def to_dict(self):
"""Translates the internal state of this object to a dictionary."""
def encode_results(results):
if not results:
return []
new_results = []
for (data, failures) in results:
new_failures = {}
for (key, failure) in six.iteritems(failures):
new_failures[key] = failure.to_dict()
new_results.append((data, new_failures))
return new_results
base = self._to_dict_shared()
base['results'] = encode_results(base.get('results'))
return base
def merge(self, other, deep_copy=False):
if not isinstance(other, RetryDetail):
raise exc.NotImplementedError("Can only merge with other"
" retry details")
if other is self:
return self
super(RetryDetail, self).merge(other, deep_copy=deep_copy)
results = []
# NOTE(imelnikov): we can't just deep copy Failures, as they
# contain tracebacks, which are not copyable.
for (data, failures) in other.results:
copied_failures = {}
for (key, failure) in six.iteritems(failures):
if deep_copy:
copied_failures[key] = failure.copy()
else:
copied_failures[key] = failure
results.append((data, copied_failures))
self.results = results
return self
_DETAIL_TO_NAME = {
RetryDetail: 'RETRY_DETAIL',
TaskDetail: 'TASK_DETAIL',
}
_NAME_TO_DETAIL = dict((name, cls)
for (cls, name) in six.iteritems(_DETAIL_TO_NAME))
ATOM_TYPES = list(six.iterkeys(_NAME_TO_DETAIL))
def atom_detail_class(atom_type):
try:
return _NAME_TO_DETAIL[atom_type]
except KeyError:
raise TypeError("Unknown atom type: %s" % (atom_type))
def atom_detail_type(atom_detail):
try:
return _DETAIL_TO_NAME[type(atom_detail)]
except KeyError:
raise TypeError("Unknown atom type: %s" % type(atom_detail))
|