MET Weather API

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OPDATA index files

tags: internal

This documents the use of index files for files delivered via

Summary: Data producers wanting to distribute data reliably must now generate metadata indexes for the datafiles to be delivered!


Due to expiry of hardware and software support, the must be migrated over from the current physical servers to OpenStack VMs in Ares by April 2017. This is more or less finished; however there are performance issues with storage of files from opdata (which is not accessible and must be replicated). Neither Lustre, local NFS servers in Ares nor the current extdata (via firewall) are able to give similar performance as the old hardware. Also, some products are already giving unacceptable performance (including timeouts) in the current system, which will only be exacerbated after migration.

As such we need to rewrite the offending products to avoid excessive disk access. Currently many products rely on globbing directories to list available data; this must be redesigned to use some form of index that is fast, reliable and easily replicated for testing. After experimenting with JSON and SQLite indexes we have settled on a plain, comma-separated text file which should be very easy to generate for data producers.

Indexfile format

Each directory should have an indexfile describing the data files in the same directory. Indexes referring to files in other directories have not tested and is currently unsupported. The filename is not critical, but for clarity we suggest api_index.txt.

Indexfiles should be in comma-separated format, with one line per file in the directory. Each line consists of key=value pairs separated by commas, with no spaces in between.

The keys should correspond to the query parameters on, plus an additional key filename with the name of the file (this field is mandatory).


For products where the files are spread across several directories and the index files will be merged in production, it is necessary to specify not only the filename but also the directory name (which should be the same as the file is located):


The parameter time should always be present, unless there is only one file matching the parameter set. This file will never be purged as it is supposed to be continually overwritten with newer files.


The index file must be written to disk after all corresponding files have been written, so that all references files are physically present. Files must not be deleted from disk until a new indexfile has been generated without the missing file references. normally only distributes data for two days ago (for observations) or in the future (forecasts). This is also reflected in the file distributions jobs which delete files when they are too old. The index file should only reference those files which are supposed to be available via the api. If this is infeasible, it must contain a parameter with a timestamp which can be used for filtering.

To facilitate automatic deletion and removal from the api, an expires header should be used. Also, we recommend having a created header to indicate for users when the file was last modified so they don’t have to download existing files:

dir=halo-accumulated-precipitation, \
filename=halo-trondelagromsdal-pcappi-acrr-24h-polarWGS84-1000_20190109T060000Z.png, \
radarsite=central_norway, \
content=image, \
type=accumulated_24h, \
size=normal, \
time=2019-01-09T06:00:00Z, \
created=2019-01-09T05:23:54Z, \

List of products which should be rewritten to use index files

The following products generate available lists algorithmically, so don’t need an index:


For more information, including technical details, please contact:

—Geir Aalberg, 9 January 2020