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How To Subscribe to Data Series Created and Maintained by the JSOC-SDP

Background

Solar data at the JSOC are stored in a system that comprises two PostgreSQL databases, multiple file systems, a tape back-up system, and software to manage these components. Related sets of data are grouped into data series, each, conceptually, a table of data where each row of data typically associated with an observation time, or a Carrington rotation. The columns contain metadata, such as the observation time, the ID of the camera used to acquire the data, the image rotation, etc. One column in this table contains an ID that refers to a set of data files, typically a set of FITS files that contain images.

The Data Record Management System (DRMS) is the subsystem that contains and manages the "DRMS" database of metadata and data-file-locator information. One component is a software library, written in C, that provides client programs, also known as "DRMS modules", with an Application Programming Interface (API) that allows the users to access these data. The Storage Unit Management System (SUMS) is the subsystem that contains and manages the "SUMS" database and associated storage hardware. The database contains information needed to locate data files that reside on hardware. The entire system as a whole is typically referred to as DRMS. The user interfaces with the DRMS subsystem only, and the DRMS subsystem interfaces with SUMS - the user does not interact with SUMS directly. The JSOC provides a version of DRMS, NetDRMS, that can be deployed to non-JSOC institutions so that those sites can take advantage of the JSOC-developed software to manage large amounts of solar data.

A NetDRMS site is an institution with a local NetDRMS installation. It does not generate the JSOC-owned production data series (e.g., hmi.M_720s, aia.lev1) that Stanford generates for scientific use. A NetDRMS site can generate its own data, production or otherwise. That site can create software that uses NetDRMS to generate its own data series. But it can also act as a "mirror" for individual data series. When acting as a mirror for a Stanford data series, the site downloads from Stanford DRMS database information and stores it in its own NetDRMS database, and it downloads SUMS files, and stores them in its own SUMS subsystem. As the data files are downloaded to the local SUMS, the SUMS database is updated with the information needed to manage the data files. It is possible for a NetDRMS site to mirror the DRMS data of any other NetDRMS site, but at this point, the only site whose data are currently mirrored is the Stanford JSOC.

Mirroring Data

In order for a NetDRMS site to mirror a data series generated at the JSOC, the data series must first by "published" at the JSOC. NetDRMS sites can mirror only data series that have been published at the JSOC. Then the mirroring site must "subscribe" to the data series. The subscription process is responsible for downloading the DRMS database information to the mirroring site. At the time of subscription, the existing DRMS database information is downloaded to the NetDRMS site and it is then ingested into the NetDRMS DRMS database. As changes are made to the data series at the JSOC, those changes are propagated to the mirroring site and ingested into the local DRMS database. JSOC developers implemented this publication/subscription feature by using Slony-I, PostgreSQL data-replication software (see Series Publication Notes), along with supporting scripts written at Stanford. Slony-I servers that run at the JSOC intercept changes to published data series and generate text files containing the SQL commands that update the DRMS database information at the mirroring site. The supporting scripts are responsible for dumping the database information at the time of subscription, and transferring it to, and ingesting it into, the NetDRMS site. The scripts are also responsible for downloading and ingesting the "update files" to the data series. The mirrored data series can be updated every couple of minutes so that the data series at the JSOC and the ones at the mirroring site are synchronized in near real time.

The update files generated by Slony-I contain SQL. For example, if the JSOC creates a new record of data for a published data series, which entails inserting a row in a DRMS database table, an update file will contain an SQL INSERT statement that, if executed, would duplicate the insertion performed at the JSOC. NetDRMS sites that have a subscription to this data series receive the update file containing the SQL INSERT statement and they ingest it (they run a psql - the postgreSQL front-end - command that blindly runs all SQL commands in the update file). As a comment on security, these update text files can contain SQL UPDATE and DELETE statements in them as well. A perl script runs at the mirroring site that looks for these update files at the JSOC, and then downloads them and runs psql to execute the SQL commands contained within the files.

The update files keep the mirroring NetDRMS site's DRMS database data series information synchronized with the DRMS database information at the JSOC. But they do not synchronize the SUMS data files. A separate system is used to download the data files for newly inserted DRMS records - Remote SUMS (RSUMS). RSUMS is client-server architecture that operates in two modes: 1. RSUMS can be used to pre-fetch SUMS data files. In this mode, as the mirror NetDRMS ingests the DRMS database information for new data series rows, a database trigger inserts a row in the database table drms.ingested_sunums. The RSUMS client daemon then "sees" a new row in this table and begins the RSUMS download process; 2. RSUMS can be used to fetch SUMS data files as needed, in an on-demand fashion. In this mode, RSUMS operation is triggered only if the mirroring NetDRMS site attempts to use DRMS to access the data file. DRMS will observe that the needed data file is not present, so it will in response initiate the RSUMS download process.

Subscribing to a Data Series

To subscribe to a data series, a privileged operator at the mirroring NetDRMS site runs the subscribe.py client script. This script, which can be run as many times as desired, allows the operator to subscribe to one or more series at a time. The first time it is run, the subscription server (running at the site running Slony-I) creates a directory for the site into which site-specific Slony-I update files will reside. These files will contain statements germane only to the set of series to which the site is subscribed.

In brief, the subscription server satisfies a client subscription request by sending to the client a file containing a SQL dump of the database information for the data series to which the client is subscribing. The file will also contain other set-up commands depending on the status of the client as a first-time subscriber or not. For example, if a client requests a subscription to hmi.M_45s, then the dump file will contain commands to create the hmi namespace (if it does not already exist), the hmi.m_45s table (it must not exist at subscription time), the appropriate entries in the hmi.drms_keyword, hmi.drms_segment, hmi.drms_link, and hmi.drms_series tables, and many insert commands. The insert commands will populate the hmi.m_45s table with a copy of all the records from the original corresponding table in the server database at the time of subscription.

After the initial subscription completes (subscribe.py has completed successfully), the client has a static snapshot of the series at the time the command was issued. Changes to the original series on the server will not automatically be applied to the client's database. However, the server will regularly generate site-specific Slony-I update files for the client. These update files contain INSERT (and UPDATE and DELETE) statements that, when applied by the client, will update the subscribed-series tables so that, in effect, the client tables are kept synchronized with the corresponding server tables. The client must regularly download these log files and apply them to remain synchronized with the server.

It is also possible to discontinue one or more subscriptions with the subscribe.py script. Site-specific update files generated after the completion of subscribe.py in this mode will no longer contain any statements relevant to the data series dropped from subscription. The un-subscription process does not remove from the client DRMS database the data for the data series being removed. The data series remain intact and function normally in every way; but they will become static snapshots of the server series at the time of un-subscription. Subsequent changes to the corresponding server data series will not propagate to the client.

Before a client can run subscribe.py, several steps must be taken. First, the client must set up an ssh-agent session so that noninteractive ssh-based communications between the client and server can be established. To do this, follow the directions in SSHKeyNotes, ensuring that you do create a passphrase. Second, the client must edit a configuration file that contains server and client information, such as the server's host machine and port, the server account that ssh uses, the path to the client's scp command, client directories to receive the slony logs, etc. We provide a documented template configuration file at base/drms/replication/etc/repclient.template.cfg (see the section entitled Configuration File below for more information). This configuration file is used for all client-side programs/scripts, including subscribe.py.

After completing the set-up, the client operator runs subscribe.py by providing three arguments: the path to the configuration file (Configuration File), the request type ('subscribe', 'resubscribe', or 'unsubscribe'), and the data series (e.g., hmi.V_45s). subscribe.py makes several CGI calls to the JSOC: before initiating the subscription process for a data series, it checks to see if the data series is in fact published at the JSOC. To do so, subscribe.py opens the AJAX publist service URL at the JSOC, asking if the data series is published. subscribe.py also uses the same service to determine if the NetDRMS site has an active subscription for the data series. If a subscription already exists, then subscribe.py skips the subscription, notifying the user. subscribe.py invokes a second CGI to initiate the subscription process: the subscription service. It first checks to see if the NetDRMS has already started the subscription process for the data series, and if not, it then makes a subscription request. The request entails HTTP interaction between the subscription server at the JSOC, and subscribe.py at the NetDRMS mirroring site. SQL dump files are iteratively created at the JSOC and transferred to the NetDRMS site via HTTP download. At the conclusion of the process, subscribe.py terminates and provides a message indicating success or failure.

Configuration File

The configuration file contains configuration information needed by several client-side programs and scripts (subscribe_series, get_slony_logs.pl). It consists of several key-value pairs separated by commas (values appropriate when the Stanford JSOC is the server are included in parentheses):

Cleaning Up

To clean the subscription client environment, the following must be performed by the database user identified by the pg_user parameter of the configuration file (if you have used the suggested user, then this is 'slony': 

% delete_series [ -k ] <series> JSOC_DBUSER=slony

% psql -h <db server host> -p 5432 -U slony data
data=# DROP SCHEMA <schema> CASCADE;

DELETE FROM admin.ns WHERE name = '<schema>';

% psql -h <db server host> -p 5432 -U slony data
data=# DROP SCHEMA _jsoc CASCADE;

To drop a subscriber from server environment: 

jsoc=# DELETE FROM su_production.slonycfg WHERE node='<subscriber node code>';

jsoc=# DELETE FROM su_production.slonylst WHERE node='<subscriber node code>';

JsocWiki: SeriesSubscription (last edited 2020-01-17 06:03:19 by ArtAmezcua)