In a real production environment, this manual process of UDB creation would be scripted and run on some reoccuring interval to keep the UDB up to date with all database tables. The table names should be prefixed with the HDB name and underscore, otherwise a naming collision will happen (both tables are named 'trade'). After creating the HDBs, use filesystem commands to manually create a new HDB directory called 'udb' which aggregates the tables from 'equities' and 'options' HDBs along with their enum domains. Each HDB is enumerated across a different enum domain. The below example creates an 'equities' and 'options' HDB and populates data for a single date. Manage tables, images, video, genomics, ML features, metadata, even flat files and folders all in a single powerful solution based on multi-dimensional arrays. Please let me know if there's an existing acronym) you can load in a single database which gives access to all other databases, and lets you write queries across all database tables out of the box. UNIVERSAL One solution for all data TileDB Cloud is a universal database that optimizes the analysis of all data types, for all applications. Q.ens)īy having a universal db (UDB, a new acronym I've coined. Enumerating each database against a separate symbol domain (using. Creating a single universal database location on disk that has access to other databases We will solve these problems presented by doing the following: So, loading in different databases and writing queries that operate across different tables is not something you can do easily out of the box. Denumeration is an expensive operation so doing this is not feasible when working with many different tables. Another issue is that most HDBs are enumerated across the same enum domain called 'sym', which prevents the usage of different tables across different databases simultaneously unless the symbols are denumerated. This eliminates the possibility for loading different tables across different databases simultaneously out of the box. The reason for this is because q can only load one database at a time. Operating within the context of multiple databses, however, can be quite challenging if you do not have the proper environment set up. All relevant tables are loaded in at the same time and all data is enumerated across the same domain, so you can go in and start writing queries immediately. Operating within the context of a single database is usually straightfoward and simple. For example, an equities HDB may be stored in an 'equities' directory, while an options HDB may be stored in an 'options' directory. Data is located on disk, and different types of data are scattered across different locations on disk. Question: Working with historical databases (HDB) is something most people are familiar with.
0 Comments
Leave a Reply. |