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