File: FileCache.Rd

package info (click to toggle)
r-cran-sass 0.3.1%2Bdfsg-2
  • links: PTS, VCS
  • area: main
  • in suites: bullseye
  • size: 4,012 kB
  • sloc: cpp: 29,639; ansic: 962; sh: 668; makefile: 321; perl: 56
file content (428 lines) | stat: -rw-r--r-- 15,253 bytes parent folder | download
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
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/file_cache.R
\name{FileCache}
\alias{FileCache}
\title{Create a file cache object}
\description{
Create a file cache object

Create a file cache object
}
\details{
A file cache object is a key-file store that saves the values as files in a
directory on disk. The objects are files on disk. They are stored and
retrieved using the \code{get_file()}, \code{get_content()}, \code{set_file()}, and
\code{set_content()} methods. Objects are automatically pruned from the cache
according to the parameters \code{max_size}, \code{max_age}, \code{max_n}, and \code{evict}.
}
\section{Cache pruning}{


Cache pruning occurs when \code{set_file()} or \code{set_content()} is called, or it
can be invoked manually by calling \code{prune()}.

The disk cache will throttle the pruning so that it does not happen on
every call to \code{set_file()} or \code{set_content()}, because the filesystem
operations for checking the status of files can be slow. Instead, it will
prune once in every 20 calls to \code{set_file()} or \code{set_content()}, or if at
least 5 seconds have elapsed since the last prune occurred, whichever is
first. These parameters are currently not customizable, but may be in the
future.

When a pruning occurs, if there are any objects that are older than
\code{max_age}, they will be removed.

The \code{max_size} and \code{max_n} parameters are applied to the cache as a whole,
in contrast to \code{max_age}, which is applied to each object individually.

If the number of objects in the cache exceeds \code{max_n}, then objects will be
removed from the cache according to the eviction policy, which is set with
the \code{evict} parameter. Objects will be removed so that the number of items
is \code{max_n}.

If the size of the objects in the cache exceeds \code{max_size}, then objects
will be removed from the cache. Objects will be removed from the cache so
that the total size remains under \code{max_size}. Note that the size is
calculated using the size of the files, not the size of disk space used by
the files --- these two values can differ because of files are stored in
blocks on disk. For example, if the block size is 4096 bytes, then a file
that is one byte in size will take 4096 bytes on disk.

Another time that objects can be removed from the cache is when
\code{get_file()} or \code{get_content()} is called. If the target object is older
than \code{max_age}, it will be removed and the cache will report it as a
missing value.
}

\section{Eviction policies}{


If \code{max_n} or \code{max_size} are used, then objects will be removed from the
cache according to an eviction policy. The available eviction policies are:

\describe{ \item{\code{"lru"}}{ Least Recently Used. The least recently used
objects will be removed. This uses the filesystem's mtime property. When
"lru" is used, each time \code{get_file()} or \code{get_content()} is called, it will
update the file's mtime. } \item{\code{"fifo"}}{ First-in-first-out. The oldest
objects will be removed. } }

Both of these policies use files' mtime. Note that some filesystems
(notably FAT) have poor mtime resolution. (atime is not used because
support for atime is worse than mtime.)
}

\section{Sharing among multiple processes}{


The directory for a FileCache can be shared among multiple R processes. To
do this, each R process should have a FileCache object that uses the same
directory. Each FileCache will do pruning independently of the others, so
if they have different pruning parameters, then one FileCache may remove
cached objects before another FileCache would do so.

Even though it is possible for multiple processes to share a FileCache
directory, this should not be done on networked file systems, because of
slow performance of networked file systems can cause problems. If you need
a high-performance shared cache, you can use one built on a database like
Redis, SQLite, mySQL, or similar.

When multiple processes share a cache directory, there are some potential
race conditions. For example, if your code calls \code{exists(key)} to check if
an object is in the cache, and then call \code{get_file(key)}, the object may be
removed from the cache in between those two calls, and \code{get_file(key)} will
throw an error. Instead of calling the two functions, it is better to
simply call \code{get_file(key)}, and use \code{tryCatch()} to handle the error that
is thrown if the object is not in the cache. This effectively tests for
existence and gets the object in one operation.

It is also possible for one processes to prune objects at the same time
that another processes is trying to prune objects. If this happens, you may
see a warning from \code{file.remove()} failing to remove a file that has
already been deleted.
}

\keyword{internal}
\section{Methods}{
\subsection{Public methods}{
\itemize{
\item \href{#method-new}{\code{FileCache$new()}}
\item \href{#method-get_file}{\code{FileCache$get_file()}}
\item \href{#method-get_content}{\code{FileCache$get_content()}}
\item \href{#method-set_file}{\code{FileCache$set_file()}}
\item \href{#method-set_content}{\code{FileCache$set_content()}}
\item \href{#method-exists}{\code{FileCache$exists()}}
\item \href{#method-keys}{\code{FileCache$keys()}}
\item \href{#method-remove}{\code{FileCache$remove()}}
\item \href{#method-reset}{\code{FileCache$reset()}}
\item \href{#method-dir}{\code{FileCache$dir()}}
\item \href{#method-prune}{\code{FileCache$prune()}}
\item \href{#method-size}{\code{FileCache$size()}}
\item \href{#method-destroy}{\code{FileCache$destroy()}}
\item \href{#method-is_destroyed}{\code{FileCache$is_destroyed()}}
\item \href{#method-finalize}{\code{FileCache$finalize()}}
\item \href{#method-clone}{\code{FileCache$clone()}}
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-new"></a>}}
\if{latex}{\out{\hypertarget{method-new}{}}}
\subsection{Method \code{new()}}{
Create a FileCache object.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$new(
  dir = NULL,
  max_size = 40 * 1024^2,
  max_age = Inf,
  max_n = Inf,
  evict = c("lru", "fifo"),
  destroy_on_finalize = FALSE,
  logfile = NULL
)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{dir}}{Directory to store files for the cache. If \code{NULL} (the default) it
will create and use a temporary directory.}

\item{\code{max_size}}{Maximum size of the cache, in bytes. If the cache exceeds
this size, cached objects will be removed according to the value of the
\code{evict}. Use \code{Inf} for no size limit.}

\item{\code{max_age}}{Maximum age of files in cache before they are evicted, in
seconds. Use \code{Inf} for no age limit.}

\item{\code{max_n}}{Maximum number of objects in the cache. If the number of objects
exceeds this value, then cached objects will be removed according to the
value of \code{evict}. Use \code{Inf} for no limit of number of items.}

\item{\code{evict}}{The eviction policy to use to decide which objects are removed
when a cache pruning occurs. Currently, \code{"lru"} and \code{"fifo"} are supported.}

\item{\code{destroy_on_finalize}}{If \code{TRUE}, then when the FileCache object is
garbage collected, the cache directory and all objects inside of it will be
deleted from disk. If \code{FALSE} (the default), it will do nothing when
finalized.}

\item{\code{logfile}}{An optional filename or connection object to where logging
information will be written. To log to the console, use \code{stdout()}.}
}
\if{html}{\out{</div>}}
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-get_file"></a>}}
\if{latex}{\out{\hypertarget{method-get_file}{}}}
\subsection{Method \code{get_file()}}{
Get the content associated with \code{key}, and save in a file
named \code{outfile}.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$get_file(key, outfile, overwrite = TRUE)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}

\item{\code{outfile}}{Name of output file. If \code{NULL}, return the content as}

\item{\code{overwrite}}{If the output file already exists, should it be
overwritten?}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
\code{TRUE} if the object is found in the cache and copying succeeds,
\code{FALSE} otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-get_content"></a>}}
\if{latex}{\out{\hypertarget{method-get_content}{}}}
\subsection{Method \code{get_content()}}{
Get the content associated with \code{key}, and return as either
string or a raw vector.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$get_content(key, mode = c("text", "raw"))}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}

\item{\code{mode}}{If \code{"text"}, return the content as a UTF-8-encoded text
string (a one element char vector). If \code{"raw"}, return the content as a
raw vector.}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
A character or raw vector if the object is found in the cache,
\code{NULL} otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-set_file"></a>}}
\if{latex}{\out{\hypertarget{method-set_file}{}}}
\subsection{Method \code{set_file()}}{
Sets content associated with \code{key}, from a file named
\code{infile}.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$set_file(key, infile)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}

\item{\code{infile}}{Name of input file.}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
\code{TRUE} if copying the file into the cache succeeds, \code{FALSE}
otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-set_content"></a>}}
\if{latex}{\out{\hypertarget{method-set_content}{}}}
\subsection{Method \code{set_content()}}{
Sets content associated with \code{key}, from a single-element
vector.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$set_content(key, content)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}

\item{\code{content}}{A character or raw vector. If it is a character vector,
it will be written with UTF-8 encoding, with with elements collapsed
with \verb{\\\\n} (consistent across platforms).}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
\code{TRUE} if setting the content in the cache succeeds, \code{FALSE}
otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-exists"></a>}}
\if{latex}{\out{\hypertarget{method-exists}{}}}
\subsection{Method \code{exists()}}{
Check if content associated with \code{key} exists in cache
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$exists(key)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
\code{TRUE} if the object is in the cache, \code{FALSE} otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-keys"></a>}}
\if{latex}{\out{\hypertarget{method-keys}{}}}
\subsection{Method \code{keys()}}{
Get all keys
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$keys()}\if{html}{\out{</div>}}
}

\subsection{Returns}{
A character vector of all keys currently in the cache.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-remove"></a>}}
\if{latex}{\out{\hypertarget{method-remove}{}}}
\subsection{Method \code{remove()}}{
Remove an object
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$remove(key)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{key}}{Key. Must be lowercase numbers and letters.}
}
\if{html}{\out{</div>}}
}
\subsection{Returns}{
\code{TRUE} if the object was found and successfully removed, \code{FALSE}
otherwise.
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-reset"></a>}}
\if{latex}{\out{\hypertarget{method-reset}{}}}
\subsection{Method \code{reset()}}{
Clear all objects from the cache.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$reset()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-dir"></a>}}
\if{latex}{\out{\hypertarget{method-dir}{}}}
\subsection{Method \code{dir()}}{
Returns the directory used for the cache.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$dir()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-prune"></a>}}
\if{latex}{\out{\hypertarget{method-prune}{}}}
\subsection{Method \code{prune()}}{
Prune the cache, using the parameters specified by
\code{max_size},   \code{max_age}, \code{max_n}, and \code{evict}.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$prune()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-size"></a>}}
\if{latex}{\out{\hypertarget{method-size}{}}}
\subsection{Method \code{size()}}{
Return the number of items currently in the cache.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$size()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-destroy"></a>}}
\if{latex}{\out{\hypertarget{method-destroy}{}}}
\subsection{Method \code{destroy()}}{
Clears all objects in the cache, and removes the cache
directory from disk.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$destroy()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-is_destroyed"></a>}}
\if{latex}{\out{\hypertarget{method-is_destroyed}{}}}
\subsection{Method \code{is_destroyed()}}{
Reports whether the cache has been destroyed.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$is_destroyed(throw = FALSE)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{throw}}{Should this function throw an error if the cache has been
destroyed?}
}
\if{html}{\out{</div>}}
}
}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-finalize"></a>}}
\if{latex}{\out{\hypertarget{method-finalize}{}}}
\subsection{Method \code{finalize()}}{
A finalizer for the cache.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$finalize()}\if{html}{\out{</div>}}
}

}
\if{html}{\out{<hr>}}
\if{html}{\out{<a id="method-clone"></a>}}
\if{latex}{\out{\hypertarget{method-clone}{}}}
\subsection{Method \code{clone()}}{
The objects of this class are cloneable with this method.
\subsection{Usage}{
\if{html}{\out{<div class="r">}}\preformatted{FileCache$clone(deep = FALSE)}\if{html}{\out{</div>}}
}

\subsection{Arguments}{
\if{html}{\out{<div class="arguments">}}
\describe{
\item{\code{deep}}{Whether to make a deep clone.}
}
\if{html}{\out{</div>}}
}
}
}