2018-02-26 12:45:31 +08:00
|
|
|
NetCDF In-Memory Support
|
|
|
|
====================================
|
|
|
|
|
|
|
|
<!-- double header is needed to workaround doxygen bug -->
|
|
|
|
|
|
|
|
NetCDF In-Memory Support {#inmemory}
|
|
|
|
====================================
|
|
|
|
|
|
|
|
[TOC]
|
|
|
|
|
|
|
|
Introduction {#inmemory_intro}
|
|
|
|
--------------
|
|
|
|
|
|
|
|
It can be convenient to operate on a netcdf file whose
|
|
|
|
content is held in memory instead of in a disk file.
|
|
|
|
The netcdf API has been modified in a number of ways
|
|
|
|
to support this capability.
|
|
|
|
|
|
|
|
Actually, three distinct but related capabilities are provided.
|
|
|
|
|
|
|
|
1. DISKLESS -- Read a file into memory, operate on it, and optionally
|
|
|
|
write it back out to disk when nc_close() is called.
|
|
|
|
2. INMEMORY -- Tell the netcdf-c library to treat a provided block
|
|
|
|
of memory as if it were a netcdf file. At close, it is possible to ask
|
|
|
|
for the final contents of the memory chunk. Be warned that there is
|
|
|
|
some complexity to this as described below.
|
2019-04-20 10:32:26 +08:00
|
|
|
4. MMAP -- Tell the netcdf-c library to use the *mmap()* operating
|
2018-02-26 12:45:31 +08:00
|
|
|
system functionality to access a file.
|
|
|
|
|
2018-10-11 03:32:17 +08:00
|
|
|
The first two capabilities are intertwined in the sense that the
|
|
|
|
*diskless* capability makes use internally of the *inmemory*
|
|
|
|
capability (for netcdf classic only). But, the *inmemory*
|
|
|
|
capability can be used independently of the *diskless*
|
|
|
|
capability.
|
2018-02-26 12:45:31 +08:00
|
|
|
|
|
|
|
The *mmap()* capability provides a capability similar to *diskless* but
|
2019-04-20 10:32:26 +08:00
|
|
|
using special capabilities of the underlying operating system.
|
2018-02-26 12:45:31 +08:00
|
|
|
Note also that *diskless* and *inmemory* can be used for both
|
|
|
|
*netcdf-3* (classic) and *netcdf-4* (enhanced) data. The *mmap*
|
|
|
|
capability can only be used with *netcdf-3*.
|
|
|
|
|
|
|
|
Enabling Diskless File Access {#Enable_Diskless}
|
|
|
|
--------------
|
|
|
|
The *diskless* capability can be used relatively transparently
|
|
|
|
using the *NC_DISKLESS* mode flag.
|
|
|
|
|
|
|
|
Note that since the file is stored in memory, size limitations apply.
|
|
|
|
If you are on using a 32-bit pointer then the file size must be less than 2^32
|
|
|
|
bytes in length. On a 64-bit machine, the size must be less than 2^64 bytes.
|
|
|
|
|
2018-10-11 03:32:17 +08:00
|
|
|
Also note that for a diskless file, there are two notions of
|
|
|
|
*write* with respect to the file. The first notion is that the
|
2019-03-16 02:05:27 +08:00
|
|
|
file is writeable through the netCDF API, but on disk, the file is
|
|
|
|
read-only. This means a call to, for example, _nc_def_dim()_ will succeed,
|
|
|
|
but no changes will be written to disk.
|
2018-10-11 03:32:17 +08:00
|
|
|
The second notion of *write* refers to the file on disk to which
|
|
|
|
the contents of memory might be persisted.
|
|
|
|
|
|
|
|
WARNING: control of the two kinds of *write* has changed since
|
|
|
|
release 4.6.1.
|
|
|
|
|
|
|
|
The mode flag NC_WRITE determines the first kind of *write*.
|
|
|
|
If set, then NC_WRITE means that the file can be modified through
|
|
|
|
the netCDF API, otherwise it is read-only. This is a change since
|
|
|
|
release 4.6.1.
|
|
|
|
|
|
|
|
The new mode flag NC_PERSIST now determines the second kind of
|
|
|
|
*write*. If set, then NC_PERSIST means that the memory contents
|
|
|
|
will be persisted to disk, possibly overwriting the previous
|
|
|
|
file contents. Otherwise, the default is to throw away the
|
|
|
|
in-memory contents.
|
|
|
|
|
2018-02-26 12:45:31 +08:00
|
|
|
### Diskless File Open
|
|
|
|
Calling *nc_open()* using the mode flag *NC_DISKLESS* will cause
|
|
|
|
the file being opened to be read into memory. When calling *nc_close()*,
|
|
|
|
the file will optionally be re-written (aka "persisted") to disk. This
|
2018-10-11 03:32:17 +08:00
|
|
|
persist capability will be invoked if and only if *NC_PERSIST* is specified
|
2018-02-26 12:45:31 +08:00
|
|
|
in the mode flags at the call to *nc_open()*.
|
|
|
|
|
|
|
|
### Diskless File Create
|
|
|
|
Calling *nc_create()* using the mode flag *NC_DISKLESS* will cause
|
|
|
|
the file to initially be created and kept in memory.
|
|
|
|
When calling *nc_close()*, the file will be written
|
2018-10-11 03:32:17 +08:00
|
|
|
to disk if and only if *NC_PERSIST* is specified
|
|
|
|
in the mode flags at the call to *nc_create()*.
|
2018-02-26 12:45:31 +08:00
|
|
|
|
|
|
|
Enabling Inmemory File Access {#Enable_Inmemory}
|
|
|
|
--------------
|
|
|
|
|
|
|
|
The netcdf API has been extended to support the inmemory capability.
|
|
|
|
The relevant API is defined in the file `netcdf_mem.h`.
|
|
|
|
|
|
|
|
The important data structure to use is `NC_memio`.
|
|
|
|
````
|
|
|
|
typedef struct NC_memio {
|
|
|
|
size_t size;
|
|
|
|
void* memory;
|
|
|
|
int flags;
|
|
|
|
} NC_memio;
|
|
|
|
|
|
|
|
````
|
|
|
|
An instance of this data structure is used when providing or
|
|
|
|
retrieving a block of data. It specifies the memory and its size
|
|
|
|
and also some relevant flags that define how to manage the memory.
|
|
|
|
|
|
|
|
Current only one flag is defined -- *NC_MEMIO_LOCKED*.
|
|
|
|
This tells the netcdf library that it should never try to
|
|
|
|
*realloc()* the memory nor to *free()* the memory. Note
|
|
|
|
that this does not mean that the memory cannot be modified, but
|
|
|
|
only that the modifications will be within the confines of the provided
|
|
|
|
memory. If doing such modifications is impossible without
|
|
|
|
reallocating the memory, then the modification will fail.
|
|
|
|
|
|
|
|
### In-Memory API
|
|
|
|
|
|
|
|
The new API consists of the following functions.
|
|
|
|
````
|
|
|
|
int nc_open_mem(const char* path, int mode, size_t size, void* memory, int* ncidp);
|
|
|
|
|
|
|
|
int nc_create_mem(const char* path, int mode, size_t initialsize, int* ncidp);
|
|
|
|
|
|
|
|
int nc_open_memio(const char* path, int mode, NC_memio* info, int* ncidp);
|
|
|
|
|
|
|
|
int nc_close_memio(int ncid, NC_memio* info);
|
|
|
|
|
|
|
|
````
|
|
|
|
### The **nc_open_mem** Function
|
|
|
|
|
|
|
|
The *nc_open_mem()* function is actually a convenience
|
|
|
|
function that internally invokes *nc_open_memio()*.
|
|
|
|
It essentially provides simple read-only access to a chunk of memory
|
|
|
|
of some specified size.
|
|
|
|
|
|
|
|
### The **nc_open_memio** Function
|
|
|
|
|
|
|
|
This function provides a more general read/write capability with respect
|
|
|
|
to a chunk of memory. It has a number of constraints and its
|
|
|
|
semantics are somewhat complex. This is primarily due to limitations
|
|
|
|
imposed by the underlying HDF5 library.
|
|
|
|
|
|
|
|
The constraints are as follows.
|
|
|
|
|
|
|
|
1. If the *NC_MEMIO_LOCKED* flag is set, then the netcdf library will
|
|
|
|
make no attempt to reallocate or free the provided memory.
|
|
|
|
If the caller invokes the *nc_close_memio()* function to retrieve the
|
|
|
|
final memory block, it should be the same
|
|
|
|
memory block as was provided when *nc_open_memio* was called.
|
|
|
|
Note that it is still possible to modify the in-memory file if the NC_WRITE
|
|
|
|
mode flag was set. However, failures can occur if an operation
|
|
|
|
cannot complete because the memory needs to be expanded.
|
|
|
|
2. If the *NC_MEMIO_LOCKED* flag is <b>not</b> set, then
|
2018-09-05 01:27:47 +08:00
|
|
|
the netcdf library will take control of the incoming memory.
|
|
|
|
This means that the user should not make any attempt to free
|
|
|
|
or even read the incoming memory block in this case.
|
2019-09-18 10:27:43 +08:00
|
|
|
The newcdf library is free to reallocate the incoming
|
2018-02-26 12:45:31 +08:00
|
|
|
memory block to obtain a larger block when an attempt to modify
|
|
|
|
the in-memory file requires more space. Note that implicit in this
|
|
|
|
is that the old block -- the one originally provided -- may be
|
|
|
|
free'd as a side effect of re-allocating the memory using the
|
|
|
|
*realloc()* function.
|
2018-09-05 01:27:47 +08:00
|
|
|
The caller may invoke the *nc_close_memio()* function to retrieve the
|
|
|
|
final memory block, which may not be the same as the originally block
|
|
|
|
provided by the caller. In any case, the returned block must always be freed
|
|
|
|
by the caller and the original block should not be freed.
|
2018-02-26 12:45:31 +08:00
|
|
|
|
|
|
|
### The **nc_create_mem** Function
|
|
|
|
|
|
|
|
This function allows a user to create an in-memory file, write to it,
|
|
|
|
and then retrieve the final memory using *nc_close_memio()*.
|
|
|
|
The *initialsize* argument to *nc_create_mem()* tells the library
|
|
|
|
how much initial memory to allocate. Technically, this is advisory only
|
|
|
|
because it may be ignored by the underlying HDF5 library.
|
|
|
|
It is used, however, for netcdf-3 files.
|
|
|
|
|
|
|
|
### The **nc_close_memio** Function
|
|
|
|
|
|
|
|
The ordinary *nc_close()* function can be called to close an in-memory file.
|
|
|
|
However, it is often desirable to obtain the final size and memory block
|
|
|
|
for the in-memory file when that file has been modified.
|
|
|
|
The *nc_close_memio()* function provides a means to do this.
|
|
|
|
Its second argument is a pointer to an *NC_memio* object
|
|
|
|
into which the final memory and size are stored. WARNING,
|
|
|
|
the returned memory is owned by the caller and so the caller
|
|
|
|
is responsible for calling *free()* on that returned memory.
|
|
|
|
|
|
|
|
### Support for Writing with *NC_MEMIO_LOCKED*
|
|
|
|
|
|
|
|
When the NC_MEMIO_LOCKED flag is set in the *NC_memio* object
|
|
|
|
passed to *nc_open_memio()*, it is still possible to modify
|
|
|
|
the opened in-memory file (using the NC_WRITE mode flag).
|
|
|
|
|
|
|
|
The big problem is that any changes must fit into the memory provided
|
|
|
|
by the caller via the *NC_memio* object. This problem can be
|
|
|
|
mitigated, however, by using the "trick" of overallocating
|
|
|
|
the caller supplied memory. That is, if the original file is, say, 300 bytes,
|
|
|
|
then it is possible to allocate, say, 65000 bytes and copy the original file
|
|
|
|
into the first 300 bytes of the larger memory block. This will allow
|
|
|
|
the netcdf-c library to add to the file up to that 65000 byte limit.
|
|
|
|
In this way, it is possible to avoid memory reallocation while still
|
|
|
|
allowing modifications to the file. You will still need to call
|
|
|
|
*nc_close_memio()* to obtain the size of the final, modified, file.
|
|
|
|
|
2019-04-20 10:32:26 +08:00
|
|
|
Enabling MMAP File Access {#Enable_MMAP}
|
2018-02-26 12:45:31 +08:00
|
|
|
--------------
|
|
|
|
|
|
|
|
Some operating systems provide a capability called MMAP.
|
|
|
|
This allows disk files to automatically be mapped to chunks of memory.
|
|
|
|
It operates in a fashion somewhat similar to operating system virtual
|
|
|
|
memory, except with respect to a file.
|
|
|
|
|
|
|
|
By setting mode flag NC_MMAP, it is possible to do the equivalent
|
|
|
|
of NC_DISKLESS but using the operating system's mmap capabilities.
|
|
|
|
|
|
|
|
Currently, MMAP support is only available when using netcdf-3 or cdf5
|
|
|
|
files.
|
|
|
|
|
|
|
|
Known Bugs {#Inmemory_Bugs}
|
|
|
|
--------------
|
|
|
|
|
|
|
|
1. If you are modifying a locked memory chunk (using
|
|
|
|
NC_MEMIO_LOCKED) and are accessing it as a netcdf-4 file, and
|
|
|
|
you overrun the available space, then the HDF5 library will
|
|
|
|
fail with a segmentation fault.
|
|
|
|
|
2018-10-11 03:32:17 +08:00
|
|
|
2. You will get an HDF5 error under the following conditions.
|
|
|
|
|
|
|
|
1. You call nc_open on a file with the flags NC_DISKLESS|NC_WRITE
|
|
|
|
but without NC_PERSIST.
|
|
|
|
2. The file to be read is read-only (i.e. mode 0444).
|
|
|
|
|
|
|
|
Note that this should be ok because the modifications to the file
|
|
|
|
are not intended to pushed back into the disk file. However, the
|
|
|
|
HDF5 core driver does not allow this.
|
|
|
|
|
2018-02-26 12:45:31 +08:00
|
|
|
References {#Inmemory_References}
|
|
|
|
--------------
|
|
|
|
|
|
|
|
1. https://support.hdfgroup.org/HDF5/doc1.8/Advanced/FileImageOperations/HDF5FileImageOperations.pdf
|
|
|
|
|
|
|
|
Point of Contact
|
|
|
|
--------------
|
|
|
|
|
|
|
|
__Author__: Dennis Heimbigner<br>
|
|
|
|
__Email__: dmh at ucar dot edu
|
|
|
|
__Initial Version__: 2/3/2018<br>
|
|
|
|
__Last Revised__: 2/5/2018
|
|
|
|
|
|
|
|
|