SELECT SUM (PARAM_VALUE) FROM TABLE_PARAMS WHERE PARAM_KEY="totalSize"; Get the table ID of the Hive table forms the TBLS table and run the following query: SELECT TBL_ID FROM TBLS WHERE TBL_NAME='test'; SELECT * FROM TABLE_PARAMS WHERE TBL_ID=5109; Managed Table/Internal Table. # The results of SQL queries are themselves DataFrames and support all normal functions. What is Hive? org.apache.spark.api.java.function.MapFunction. The company is the world's leading enterprise resource planning (ERP) software vendor. It stores metadata for Hive tables (like their schema and location) and partitions in a relational database. This four-story residence hall provides coeducational housing for approximately 250 students. There is an alternative way(can't say alternate but better latency than above case) : and run the same command ( select count(*) from tbl ) which gives better latency than prior. the hive.metastore.warehouse.dir property in hive-site.xml is deprecated since Spark 2.0.0. Uses high CPU resources to compress and decompress data. When you create a Hive table, you need to define how this table should read/write data from/to file system, It would seem that if you include the partition it will give you a raw data size. Hive explain Table Parameters: totalSize doesn't m Open Sourcing Clouderas ML Runtimes - why it matters to customers? Since this is an external table (EXTERNAL_TABLE), Hive will not keep any stats on the table since it is assumed that another application is changing the underlying data at will. Hive temporary tables are similar to temporary tables that exist in SQL Server or any RDBMS databases, As the name suggests these tables are created temporarily within an active session. 324 and 972 are the sizes of one and three replicas of the table data in HDFS. If so, how? # +---+-------+ Hive - Partition . So not exactly this table is X size. The major difference between Partitioning vs Bucketing lives in the way how they split the data. These options can only be used with "textfile" fileFormat. Note: The results you get for this query would be 100% correct only if all the tables are having their stats updated. Is there a solution to add special characters from software and how to do it. # | 86| val_86| Open Synapse Studio, go to Manage > Linked services at left, click New to create a new linked service.. Clouderas new Model Registry is available in Tech Preview to connect development and operations workflows, [ANNOUNCE] CDP Private Cloud Base 7.1.7 Service Pack 2 Released, [ANNOUNCE] CDP Private Cloud Data Services 1.5.0 Released. You can alternatively set parquet. Why keep stats if we can't trust that the data will be the same in another 5 minutes? These materialized views use the default file format configured in the optional hive.storage-format catalog configuration property, which defaults to ORC. Hive is an ETL and Data warehousing tool developed on top of the Hadoop Distributed File System. Starting from Spark 1.4.0, a single binary This cookie is set by GDPR Cookie Consent plugin. There are some hidden intermediate file so it doesn't match du number, Created It is difficult to find table size in hive using query. In a managed table, both the table data and the table schema are managed by Hive. 30376289388684 x 3 is the actual size in HDFS including the replication. 01-13-2017 Asking for help, clarification, or responding to other answers. For Big SQL, the CHARACTER_LENGTH function counts characters, and for Hive, the OCTET_LENGTH function counts bytes. Why does Mister Mxyzptlk need to have a weakness in the comics? In Hive, user/hive/warehouse is the default directory. # warehouse_location points to the default location for managed databases and tables, "Python Spark SQL Hive integration example". Then you will get quicker results. I have many tables in Hive and suspect size of these tables are causing space issues on cluster. c. hdfs du -s output of the same table from HDFS. (Apologies for the newb question. The data will be located in a folder named after the table within the Hive data warehouse, which is essentially just a file location in HDFS. be shared is JDBC drivers that are needed to talk to the metastore. hive> show tables;OKbee_actionsbee_billsbee_chargesbee_cpc_notifsbee_customersbee_interactionsbee_master_03jun2016_to_17oct2016bee_master_18may2016_to_02jun2016bee_master_18oct2016_to_21dec2016bee_master_20160614_021501bee_master_20160615_010001bee_master_20160616_010001bee_master_20160617_010001bee_master_20160618_010001bee_master_20160619_010001bee_master_20160620_010001bee_master_20160621_010002bee_master_20160622_010001bee_master_20160623_010001bee_master_20160624_065545bee_master_20160625_010001bee_master_20160626_010001bee_master_20160627_010001bee_master_20160628_010001bee_master_20160629_010001bee_master_20160630_010001bee_master_20160701_010001bee_master_20160702_010001bee_master_20160703_010001bee_master_20160704_010001bee_master_20160705_010001bee_master_20160706_010001bee_master_20160707_010001bee_master_20160707_040048bee_master_20160708_010001bee_master_20160709_010001bee_master_20160710_010001bee_master_20160711_010001bee_master_20160712_010001bee_master_20160713_010001bee_master_20160714_010001bee_master_20160715_010002bee_master_20160716_010001bee_master_20160717_010001bee_master_20160718_010001bee_master_20160720_010001bee_master_20160721_010001bee_master_20160723_010002bee_master_20160724_010001bee_master_20160725_010001bee_master_20160726_010001bee_master_20160727_010002bee_master_20160728_010001bee_master_20160729_010001bee_master_20160730_010001bee_master_20160731_010001bee_master_20160801_010001bee_master_20160802_010001bee_master_20160803_010001, Created creates a directory configured by spark.sql.warehouse.dir, which defaults to the directory Relax, unwind and create the perfect space with the Domi round coffee table, richly crafted from sustainable Mango wood and Rattan. You can also use queryExecution.analyzed.stats to return the size. The following options can be used to configure the version of Hive that is used to retrieve metadata: A comma-separated list of class prefixes that should be loaded using the classloader that is Can we check size of Hive tables? - the incident has nothing to do with me; can I use this this way? Making statements based on opinion; back them up with references or personal experience. This Currently we support 6 fileFormats: 'sequencefile', 'rcfile', 'orc', 'parquet', 'textfile' and 'avro'. For external tables Hive assumes that it does not manage the data. Create a database named "company" by running the create command: create database company; The terminal prints a confirmation message and the time needed to perform the action. For a managed (non-external) table, data is manipulated through Hive SQL statements (LOAD DATA, INSERT, etc.) Reusable Hive Baitable Beetle Trap Without Poison Chemicals Beekeeping Tool SH. default Spark distribution. Click Table in the drop-down menu, it will open a create new table UI; In UI, specify the folder name in which you want to save your files. The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. tblproperties will give the size of the table and can be used to grab just that value if needed. I ran the suggested command but i see size as 0 whereas i know it has some data. path is like /FileStore/tables/your folder name/your file; Refer to the image below for example. The provided jars should be Although Hudi provides sane defaults, from time-time these configs may need to be tweaked to optimize for specific workloads. 1. find out the path of the hive tables: for example, find the path for table r_scan1, These configs provide deep control over lower level aspects like file sizing, compression, parallelism, compaction, write schema, cleaning etc. What sort of strategies would a medieval military use against a fantasy giant? How do I monitor the Hive table size? Why are ripples in water always circular? How can check Hive table size? 01-09-2018 These cookies track visitors across websites and collect information to provide customized ads. You also need to define how this table should deserialize the data to rows, or serialize rows to data, i.e. Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet. 12:00 AM, Created What does hdfs dfs -du -s -h /path/to/table output? hive1 by default. The below steps when when performed in the Hive Metastore DB would help you in getting the total size occupied by all the tables in Hive. Prerequisites The Hive and HDFS components are running properly. This can vastly improve query times on the table because it collects the row count, file count, and file size (bytes) that make up the data in the table and gives that to the query planner before execution. hdfs dfs -df -s -h . Materialized views optimize queries based on access patterns. Switch to the HBase schema and issue the SHOW TABLES command to see the HBase tables that exist within the schema. We also use third-party cookies that help us analyze and understand how you use this website. If so - how? Difference between Hive internal tables and external tables? Each suite features two double-occupancy rooms with private bathroom facilities, community cabinets with a sink, a living room with a couch, end tables, a coffee table, and entertainment stand. Users who do not have an existing Hive deployment can still enable Hive support. // The results of SQL queries are themselves DataFrames and support all normal functions. 01-13-2017 Linear regulator thermal information missing in datasheet, Short story taking place on a toroidal planet or moon involving flying. Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors. By default hive1 database Hive Metastore DB, execute the following query to get the total size of all the tables in Hive in bytes for one replica, multiply it by replication factor. Clouderas new Model Registry is available in Tech Preview to connect development and operations workflows, [ANNOUNCE] CDP Private Cloud Base 7.1.7 Service Pack 2 Released, [ANNOUNCE] CDP Private Cloud Data Services 1.5.0 Released. How do you know if a hive table is internal or external? By default, we can check the size of a table or database by using the hdfs command as below. Partition logdata.ops_bc_log{day=20140523} stats: [numFiles=37, Spark SQL also supports reading and writing data stored in Apache Hive. Using the HDFS utilities to check the directory file sizes will give you the most accurate answer. For updating data, you can use the MERGE statement, which now also meets ACID standards. However, if someone forgets to set the above two properties the compression is not achieved. You may need to grant write privilege to the user who starts the Spark application. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. Hive: how to show all partitions of a table? Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. // The items in DataFrames are of type Row, which allows you to access each column by ordinal. This cookie is set by GDPR Cookie Consent plugin. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. Find centralized, trusted content and collaborate around the technologies you use most. Hive supports tables up to 300PB in Optimized Row Columnar (ORC) format. The total size of the Hive Database can be fetched using Hive Metastore DB in the TABLE_PARAMS table. Using hive.auto.convert.join.noconditionaltask, you can combine three or more map-side joins into a (This rule is defined by hive.auto.convert.join.noconditionaltask.size.) To learn more, see our tips on writing great answers. When working with Hive one must instantiate SparkSession with Hive support. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Yes, you can set the properties in the table. 07-11-2018 These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc. As a part of maintenance, you should identify the size of growing tables periodically. HOW TO: Find Total Size of Hive Database/Tables in BDM? rev2023.3.3.43278. Hive makes job easy for performing operations like Data encapsulation Ad-hoc queries Analysis of huge datasets Important characteristics of Hive In Hive, tables and databases are created first and then data is loaded into these tables. Once done, you can execute the below query to get the total size of all the tables in Hive in. automatically. shared between Spark SQL and a specific version of Hive. tblproperties will give the size of the table and can be used to grab just that value if needed. The next point which is the hdfs du -s can be compared to check this. I recall something like that. An example of classes that should will compile against built-in Hive and use those classes for internal execution (serdes, UDFs, UDAFs, etc). Tables created by oozie hive action cannot be found from hive client but can find them in HDFS. A fileFormat is kind of a package of storage format specifications, including "serde", "input format" and Apparently the given command only works when these properties are available to the column, which is not there by default. - the incident has nothing to do with me; can I use this this way. In the hive, the tables are consisting of columns and rows and store the related data in the table format within the same database. table_name [ (col_name data_type [COMMENT col_comment], .)] Configuration of Hive is done by placing your hive-site.xml, core-site.xml (for security configuration), What is the purpose of this D-shaped ring at the base of the tongue on my hiking boots? Database name: If Hive dependencies can be found on the classpath, Spark will load them My code is GPL licensed, can I issue a license to have my code be distributed in a specific MIT licensed project? These cookies will be stored in your browser only with your consent. Selecting a random table in Hive with id 5783 and name test12345 from the TBLS table in Hive Metastore DB. Load large csv in hadoop via Hue would only store a 64MB block, Cannot query example AddressBook protobuf data in hive with elephant-bird, Hive not running Map Reduce with "where" clause, Rhive query inserts multiple entries into Hive table for a single row insert when run via an Oozie job, Follow Up: struct sockaddr storage initialization by network format-string, Identify those arcade games from a 1983 Brazilian music video, How to handle a hobby that makes income in US. So far we have been inserting data into the table by setting the following properties hive> set hive.exec.compress.output=true; hive> set avro.output.codec=snappy; However, if someone forgets to set the above two properties the compression is not achieved. -rwxrwx--x+ 3 hive hive 367910722 2018-07-02 19:31 /data/warehouse/test.db/test/000000_0-rwxrwx--x+ 3 hive hive 367471711 2018-07-02 19:31 /data/warehouse/test.db/test/000001_0-rwxrwx--x+ 3 hive hive 367046633 2018-07-02 19:31 /data/warehouse/test.db/test/000002_0-rwxrwx--x+ 3 hive hive 316203889 2018-07-02 19:30 /data/warehouse/test.db/test/000003_0-rwxrwx--x+ 3 hive hive 316181782 2018-07-02 19:30 /data/warehouse/test.db/test/000004_0-rwxrwx--x+ 3 hive hive 315975500 2018-07-02 19:30 /data/warehouse/test.db/test/000005_0-rwxrwx--x+ 3 hive hive 315922390 2018-07-02 19:30 /data/warehouse/test.db/test/000006_0-rwxrwx--x+ 3 hive hive 315912232 2018-07-02 19:30 /data/warehouse/test.db/test/000007_0-rwxrwx--x+ 3 hive hive 315885689 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