LSST Applications  21.0.0+04719a4bac,21.0.0-1-ga51b5d4+f5e6047307,21.0.0-11-g2b59f77+a9c1acf22d,21.0.0-11-ga42c5b2+86977b0b17,21.0.0-12-gf4ce030+76814010d2,21.0.0-13-g1721dae+760e7a6536,21.0.0-13-g3a573fe+768d78a30a,21.0.0-15-g5a7caf0+f21cbc5713,21.0.0-16-g0fb55c1+b60e2d390c,21.0.0-19-g4cded4ca+71a93a33c0,21.0.0-2-g103fe59+bb20972958,21.0.0-2-g45278ab+04719a4bac,21.0.0-2-g5242d73+3ad5d60fb1,21.0.0-2-g7f82c8f+8babb168e8,21.0.0-2-g8f08a60+06509c8b61,21.0.0-2-g8faa9b5+616205b9df,21.0.0-2-ga326454+8babb168e8,21.0.0-2-gde069b7+5e4aea9c2f,21.0.0-2-gecfae73+1d3a86e577,21.0.0-2-gfc62afb+3ad5d60fb1,21.0.0-25-g1d57be3cd+e73869a214,21.0.0-3-g357aad2+ed88757d29,21.0.0-3-g4a4ce7f+3ad5d60fb1,21.0.0-3-g4be5c26+3ad5d60fb1,21.0.0-3-g65f322c+e0b24896a3,21.0.0-3-g7d9da8d+616205b9df,21.0.0-3-ge02ed75+a9c1acf22d,21.0.0-4-g591bb35+a9c1acf22d,21.0.0-4-g65b4814+b60e2d390c,21.0.0-4-gccdca77+0de219a2bc,21.0.0-4-ge8a399c+6c55c39e83,21.0.0-5-gd00fb1e+05fce91b99,21.0.0-6-gc675373+3ad5d60fb1,21.0.0-64-g1122c245+4fb2b8f86e,21.0.0-7-g04766d7+cd19d05db2,21.0.0-7-gdf92d54+04719a4bac,21.0.0-8-g5674e7b+d1bd76f71f,master-gac4afde19b+a9c1acf22d,w.2021.13
LSST Data Management Base Package
repository.py
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1 #!/usr/bin/env python
2 
3 #
4 # LSST Data Management System
5 # Copyright 2016 LSST Corporation.
6 #
7 # This product includes software developed by the
8 # LSST Project (http://www.lsst.org/).
9 #
10 # This program is free software: you can redistribute it and/or modify
11 # it under the terms of the GNU General Public License as published by
12 # the Free Software Foundation, either version 3 of the License, or
13 # (at your option) any later version.
14 #
15 # This program is distributed in the hope that it will be useful,
16 # but WITHOUT ANY WARRANTY; without even the implied warranty of
17 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
18 # GNU General Public License for more details.
19 #
20 # You should have received a copy of the LSST License Statement and
21 # the GNU General Public License along with this program. If not,
22 # see <http://www.lsstcorp.org/LegalNotices/>.
23 #
24 import copy
25 import inspect
26 import os
27 
28 from lsst.daf.persistence import Storage, listify, doImport, Policy
29 
30 
32 
33  """Arguments passed into a Butler that are used to instantiate a repository. This includes arguments that
34  can be used to create a new repository (cfgRoot, root, mapper, mapperArgs, policy) and are persisted along
35  with the new repository's configuration file. These arguments can also describe how a new or existing
36  repository are to be used (cfgRoot or root, tags, mode). When indicating an existing repository it is
37  better to not specify unnecessary arguments, as if they conflict with the persisted repository
38  configuration then a RuntimeError will be raised during Butler init.
39 
40  A RepositoryArgs class can be initialized from a dict, if the first argument to the initializer is a dict.
41 
42  Parameters
43  ----------
44  cfgRoot : URI or dict, optional
45  If dict, the initalizer is re-called with the expanded dict.
46  If URI, this is the location where the RepositoryCfg should be found (existing repo) or put (new repo)
47  root : URI, optional
48  If different than cfgRoot then this is the location where the repository should exist. A RepositoryCfg
49  will be put at cfgRoot and its root will be a path to root.
50  mapper : string or class object, optional
51  The mapper to use with this repository. If string, should refer an importable object. If class object,
52  should be a mapper to be instantiated by the Butler during Butler init.
53  mapperArgs : dict
54  Arguments & values to pass to the mapper when initializing it.
55  tags : list or object, optional
56  One or more unique identifiers to uniquely identify this repository and its parents when performing
57  Butler.get.
58  mode : string, optional
59  should be one of 'r', 'w', or 'rw', for 'read', 'write', or 'read-write'. Can be omitted; input
60  repositories will default to 'r', output repositories will default to 'w'. 'w' on an input repository
61  will raise a RuntimeError during Butler init, although 'rw' works and is equivalent to 'r'. Output
62  repositories may be 'r' or 'rw', 'r' for an output repository will raise a RuntimeError during Butler
63  init.
64  policy : dict
65  Policy associated with this repository, overrides all other policy data (which may be loaded from
66  policies in derived packages).
67  """
68  def __init__(self, cfgRoot=None, root=None, mapper=None, mapperArgs=None, tags=None,
69  mode=None, policy=None):
70  try:
71  # is cfgRoot a dict? try dict init:
72  self.__init____init__(**cfgRoot)
73  except TypeError:
74  self._root_root = Storage.absolutePath(os.getcwd(), root.rstrip(os.sep)) if root else root
75  self._cfgRoot_cfgRoot = Storage.absolutePath(os.getcwd(), cfgRoot.rstrip(os.sep)) if cfgRoot else cfgRoot
76  self._mapper_mapper = mapper
77  self.mapperArgsmapperArgs = mapperArgs
78  self.tagstags = set(listify(tags))
79  self.modemode = mode
80  self.policypolicy = Policy(policy) if policy is not None else None
81 
82  def __repr__(self):
83  return "%s(root=%r, cfgRoot=%r, mapper=%r, mapperArgs=%r, tags=%s, mode=%r, policy=%s)" % (
84  self.__class__.__name__, self.rootroot, self._cfgRoot_cfgRoot, self._mapper_mapper, self.mapperArgsmapperArgs, self.tagstags,
85  self.modemode, self.policypolicy)
86 
87  @property
88  def mapper(self):
89  return self._mapper_mapper
90 
91  @mapper.setter
92  def mapper(self, mapper):
93  if mapper is not None and self._mapper_mapper:
94  raise RuntimeError("Explicity clear mapper (set to None) before changing its value.")
95  self._mapper_mapper = mapper
96 
97  @property
98  def cfgRoot(self):
99  return self._cfgRoot_cfgRoot if self._cfgRoot_cfgRoot is not None else self._root_root
100 
101  @property
102  def root(self):
103  return self._root_root if self._root_root is not None else self._cfgRoot_cfgRoot
104 
105  @staticmethod
106  def inputRepo(storage, tags=None):
107  return RepositoryArgs(storage, tags)
108 
109  @staticmethod
110  def outputRepo(storage, mapper=None, mapperArgs=None, tags=None, mode=None):
111  return RepositoryArgs(storage, mapper, mapperArgs, tags, mode)
112 
113  def tag(self, tag):
114  """add a tag to the repository cfg"""
115  if isinstance(tag, str):
116  self.tagstags.add(tag)
117  else:
118  try:
119  self.tagstags.update(tag)
120  except TypeError:
121  self.tagstags.add(tag)
122 
123 
125  """Represents a repository of persisted data and has methods to access that data.
126  """
127 
128  def __init__(self, repoData):
129  """Initialize a Repository with parameters input via RepoData.
130 
131  Parameters
132  ----------
133  repoData : RepoData
134  Object that contains the parameters with which to init the Repository.
135  """
136  self._storage_storage = Storage.makeFromURI(repoData.cfg.root)
137  if repoData.cfg.dirty and not repoData.isV1Repository and repoData.cfgOrigin != 'nested':
138  self._storage_storage.putRepositoryCfg(repoData.cfg, repoData.cfgRoot)
139  self._mapperArgs_mapperArgs = repoData.cfg.mapperArgs # keep for reference in matchesArgs
140  self._initMapper_initMapper(repoData)
141 
142  def _initMapper(self, repoData):
143  '''Initialize and keep the mapper in a member var.
144 
145  Parameters
146  ----------
147  repoData : RepoData
148  The RepoData with the properties of this Repository.
149  '''
150 
151  # rule: If mapper is:
152  # - an object: use it as the mapper.
153  # - a string: import it and instantiate it with mapperArgs
154  # - a class object: instantiate it with mapperArgs
155  mapper = repoData.cfg.mapper
156 
157  # if mapper is a string, import it:
158  if isinstance(mapper, str):
159  mapper = doImport(mapper)
160  # now if mapper is a class type (not instance), instantiate it:
161  if inspect.isclass(mapper):
162  mapperArgs = copy.copy(repoData.cfg.mapperArgs)
163  if mapperArgs is None:
164  mapperArgs = {}
165  if 'root' not in mapperArgs:
166  mapperArgs['root'] = repoData.cfg.root
167  mapper = mapper(parentRegistry=repoData.parentRegistry,
168  repositoryCfg=repoData.cfg,
169  **mapperArgs)
170  self._mapper_mapper = mapper
171 
172  # todo want a way to make a repository read-only
173  def write(self, butlerLocation, obj):
174  """Write a dataset to Storage.
175 
176  :param butlerLocation: Contains the details needed to find the desired dataset.
177  :param dataset: The dataset to be written.
178  :return:
179  """
180  butlerLocationStorage = butlerLocation.getStorage()
181  if butlerLocationStorage:
182  return butlerLocationStorage.write(butlerLocation, obj)
183  else:
184  return self._storage_storage.write(butlerLocation, obj)
185 
186  def read(self, butlerLocation):
187  """Read a dataset from Storage.
188 
189  :param butlerLocation: Contains the details needed to find the desired dataset.
190  :return: An instance of the dataset requested by butlerLocation.
191  """
192  butlerLocationStorage = butlerLocation.getStorage()
193  if butlerLocationStorage:
194  return butlerLocationStorage.read(butlerLocation)
195  else:
196  return self._storage_storage.read(butlerLocation)
197 
198 
200 
201  def mappers(self):
202  return (self._mapper_mapper, )
203 
204  def getRegistry(self):
205  """Get the registry from the mapper
206 
207  Returns
208  -------
209  Registry or None
210  The registry from the mapper or None if the mapper does not have one.
211  """
212  if self._mapper_mapper is None:
213  return None
214  return self._mapper_mapper.getRegistry()
215 
216  def getKeys(self, *args, **kwargs):
217  """
218  Get the keys available in the repository/repositories.
219  :param args:
220  :param kwargs:
221  :return: A dict of {key:valueType}
222  """
223  # todo: getKeys is not in the mapper API
224  if self._mapper_mapper is None:
225  return None
226  keys = self._mapper_mapper.getKeys(*args, **kwargs)
227  return keys
228 
229  def map(self, *args, **kwargs):
230  """Find a butler location for the given arguments.
231  See mapper.map for more information about args and kwargs.
232 
233  :param args: arguments to be passed on to mapper.map
234  :param kwargs: keyword arguments to be passed on to mapper.map
235  :return: The type of item is dependent on the mapper being used but is typically a ButlerLocation.
236  """
237  if self._mapper_mapper is None:
238  raise RuntimeError("No mapper assigned to Repository")
239  loc = self._mapper_mapper.map(*args, **kwargs)
240  if not loc:
241  return None
242  loc.setRepository(self)
243  return loc
244 
245  def queryMetadata(self, *args, **kwargs):
246  """Gets possible values for keys given a partial data id.
247 
248  See mapper documentation for more explanation about queryMetadata.
249 
250  :param args: arguments to be passed on to mapper.queryMetadata
251  :param kwargs: keyword arguments to be passed on to mapper.queryMetadata
252  :return:The type of item is dependent on the mapper being used but is typically a set that contains
253  available values for the keys in the format input argument.
254  """
255  if self._mapper_mapper is None:
256  return None
257  ret = self._mapper_mapper.queryMetadata(*args, **kwargs)
258  return ret
259 
260  def backup(self, *args, **kwargs):
261  """Perform mapper.backup.
262 
263  See mapper.backup for more information about args and kwargs.
264 
265  :param args: arguments to be passed on to mapper.backup
266  :param kwargs: keyword arguments to be passed on to mapper.backup
267  :return: None
268  """
269  if self._mapper_mapper is None:
270  return None
271  self._mapper_mapper.backup(*args, **kwargs)
272 
274  """Get the default level of the mapper.
275 
276  This is typically used if no level is passed into butler methods that call repository.getKeys and/or
277  repository.queryMetadata. There is a bug in that code because it gets the default level from this
278  repository but then uses that value when searching all repositories. If this and other repositories
279  have dissimilar data, the default level value will be nonsensical. A good example of this issue is in
280  Butler.subset; it needs refactoring.
281 
282  :return:
283  """
284  if self._mapper_mapper is None:
285  return None
286  return self._mapper_mapper.getDefaultLevel()
287 
288  def exists(self, location):
289  """Check if location exists in storage.
290 
291  Parameters
292  ----------
293  location : ButlerLocation
294  Desrcibes a location in storage to look for.
295 
296  Returns
297  -------
298  bool
299  True if location exists, False if not.
300  """
301  butlerLocationStorage = location.getStorage()
302  if butlerLocationStorage:
303  return butlerLocationStorage.exists(location)
304  else:
305  return self._storage_storage.exists(location)
SchemaMapper * mapper
Definition: SchemaMapper.cc:78
def __init__(self, cfgRoot=None, root=None, mapper=None, mapperArgs=None, tags=None, mode=None, policy=None)
Definition: repository.py:69
def outputRepo(storage, mapper=None, mapperArgs=None, tags=None, mode=None)
Definition: repository.py:110
def getKeys(self, *args, **kwargs)
Definition: repository.py:216
def queryMetadata(self, *args, **kwargs)
Definition: repository.py:245
def write(self, butlerLocation, obj)
Definition: repository.py:173
daf::base::PropertySet * set
Definition: fits.cc:912