hive table size

These cookies ensure basic functionalities and security features of the website, anonymously. Instead, use spark.sql.warehouse.dir to specify the default location of database in warehouse. Prerequisites The Hive and HDFS components are running properly. Making statements based on opinion; back them up with references or personal experience. Hive supports ANSI SQL and atomic, consistent, isolated, and durable (ACID) transactions. // Order may vary, as spark processes the partitions in parallel. If so, how? 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 Tutorial - 20 : How to store Hive Query output in file? | Export 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; GZIP. Partitioning Tables: Hive partitioning is an effective method to improve the query performance on larger tables. format(serde, input format, output format), e.g. Hive table | Databricks on AWS "output format". In the hive, the tables are consisting of columns and rows and store the related data in the table format within the same database. Hive - Create Table - TutorialsPoint Below are the sample results when testing using hive shell as "hive" and "bigsql". Insert into bucketed table produces empty table. org.apache.spark.api.java.function.MapFunction. By default, S3 Select is disabled when you run queries. Reusable Hive Baitable Beetle Trap Without Poison Chemicals Beekeeping One of the most important pieces of Spark SQLs Hive support is interaction with Hive metastore, // Queries can then join DataFrames data with data stored in Hive. 01-13-2017 07-06-2018 Can I tell police to wait and call a lawyer when served with a search warrant? 09:33 AM, CREATE TABLE `test.test`()ROW FORMAT SERDE'org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDe'STORED AS INPUTFORMAT'org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat'OUTPUTFORMAT'org.apache.hadoop.hive.ql.io.parquet.MapredParquetOutputFormat'LOCATION'hdfs://usasprd1/data/warehouse/test.db/test'TBLPROPERTIES ('COLUMN_STATS_ACCURATE'='true','last_modified_by'='hive','last_modified_time'='1530552484','numFiles'='54','numRows'='134841748','rawDataSize'='4449777684','totalSize'='11998371425','transient_lastDdlTime'='1531324826'). hive1 by default. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. First-class design and quality HIVE TO TABLE HONEY ORGANIC NON GMO 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. 06:25 AM, When i run du command it give me below size of table, 33.1 GB hdfs dfs -du -s -h /data/warehouse/test.db/test, ANALYZE TABLECOMPUTE STATISTICS FOR COLUMNS, Created # +---+-------+ will compile against built-in Hive and use those classes for internal execution (serdes, UDFs, UDAFs, etc). What is the point of Thrower's Bandolier? 11:03 PM rawDataSize: New - Insert, Update, Delete Data on S3 with Amazon EMR and Apache Hudi I have many tables in Hive and suspect size of these tables are causing space issues on HDFS FS. Once done, you can execute the below query to get the total size of all the tables in Hive in bytes. Switch to the HBase schema and issue the SHOW TABLES command to see the HBase tables that exist within the schema. As a part of maintenance, you should identify the size of growing tables periodically. Version of the Hive metastore. These 2 options specify the name of a corresponding, This option specifies the name of a serde class. Step 2: Issue a CREATE EXTERNAL TABLE statement. Thanks very much for all your help, Created 09-16-2022 For external tables Hive assumes that it does not manage the data. This is a Summary of Kate Hudson's NY Times Bestseller 'Pretty Happy'. tblproperties will give the size of the table and can be used to grab just that value if needed. After 3 replicas it is 99.4GB. @DanielLangdon are the units of rawDataSize bytes, blocks or something else? hdfs dfs -df -s -h . Everest at The Hive | SCAD.edu It will able to handle a huge amount of data i.e. 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. Hive table - Azure Databricks | Microsoft Learn Switch to the Hive schema and issue the SHOW TABLES command to see the Hive tables that exist. Whats the grammar of "For those whose stories they are"? When you create a Hive table, you need to define how this table should read/write data from/to file system, What is Hive Temporary Tables? Mutually exclusive execution using std::atomic? If the PURGE option is not specified, the data is moved to a trash folder for a defined duration. Login into Hive Metastore DB and use the database that is used by hive. When the. Each Hudi dataset is registered in your cluster's configured metastore (including the AWS Glue Data Catalog ), and appears as a table that can be queried using Spark, Hive, and Presto. Linear Algebra - Linear transformation question. It would seem that if you include the partition it will give you a raw data size. To list the sizes of Hive tables in Hadoop in GBs: 1 1 sudo -u hdfs hadoop fs -du /user/hive/warehouse/ | awk '/^ [0-9]+/ { print int ($1/ (1024**3)) " [GB]\t" $2 }' Result: 1 448 [GB]. If so, how? 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. Google says; Snappy is intended to be fast. For a managed (non-external) table, data is manipulated through Hive SQL statements (LOAD DATA, INSERT, etc.) 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. The following options can be used to specify the storage Hive simplifies the performance of operations such as: Data encapsulation Ad-hoc queries Analysis of huge datasets But what makes Hive standout? Coding Zone How to show hive table size in GB build of Spark SQL can be used to query different versions of Hive metastores, using the configuration described below. to rows, or serialize rows to data, i.e. 10:14 PM, Created Solved: Can we check size of Hive tables? If so - Cloudera If so, how? The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". If so - how? This command shows meta data about the hive table which includes list of columns,data types and location of the table.There are three ways to describe a table in Hive. The cookie is used to store the user consent for the cookies in the category "Analytics". Iterate through the list of dbs to get all tables in respective database(s), If all files are in HDFS you can get the size. Difference between Hive internal tables and external tables? numRows=26295075, totalSize=657113440, rawDataSize=58496087068], solution, though not quick the output looke like this: hdfs dfs -du -s -h hdfs://hdpprd/data/prod/users/ip2738/ldl_cohort_with_tests, result:2.9 G 8.8 G hdfs://hdpprd/data/prod/users/ip2738/ldl_cohort_with_tests, Created Configuring Map Join Options in Hive Qubole Data Service documentation This summary is aimed for those who don't have the current time to devour all 256 pages. the hive.metastore.warehouse.dir property in hive-site.xml is deprecated since Spark 2.0.0. # warehouse_location points to the default location for managed databases and tables, "Python Spark SQL Hive integration example". This website uses cookies to improve your experience while you navigate through the website. SAP is the largest non-American software company by revenue, the . It does not store any personal data. Thanks for contributing an answer to Stack Overflow! Why doesnt hive keep stats on the external table? Articles Related Column Directory Hierarchy The partition columns determine how the d ". You can check for tables with this value as false to see if there are any tables in Hive those might have missing statistics. 1. creates a directory configured by spark.sql.warehouse.dir, which defaults to the directory A fileFormat is kind of a package of storage format specifications, including "serde", "input format" and Why did Ukraine abstain from the UNHRC vote on China? adds support for finding tables in the MetaStore and writing queries using HiveQL. To get the size of your test table (replace database_name and table_name by real values) just use something like (check the value of hive.metastore.warehouse.dir for /apps/hive/warehouse): [ hdfs @ server01 ~] $ hdfs dfs -du -s -h / apps / hive / warehouse / database_name / table_name Available in extra large sizes, a modern twist on our popular Hive When working with Hive one must instantiate SparkSession with Hive support. Database name: 07-09-2018 Hive Tables - Spark 3.3.2 Documentation - Apache Spark Uses high CPU resources to compress and decompress data. I am looking for a approach to run a command and get all required info. HIVE_BAD_DATA: Field size's type LONG in ORC is incompatible with type For example, Hive UDFs that are declared in a If the location is not specified, by default all metadata gets stored in this path. it is tedious to run the same command for each table. % scala spark.read.table ("< non-delta-table-name >") .queryExecution.analyzed.stats Was this article helpful? How do you know if a hive table is internal or external? "SELECT key, value FROM src WHERE key < 10 ORDER BY key". What happened when a managed table is dropped? Hive Query | Make the Most of Big Data Analytics with Apache Hive These cookies track visitors across websites and collect information to provide customized ads. hdfs dfs -du command returns the TOTAL size in HDFS, including all replicas. Below are the steps to launch a hive on your local system. How do you ensure that a red herring doesn't violate Chekhov's gun? Recovering from a blunder I made while emailing a professor, How to handle a hobby that makes income in US. # | 2| val_2| 2| val_2| PySpark SQL Read Hive Table - Spark By {Examples} # |311|val_311| 07-11-2018 Create Spark Session with Hive Enabled But opting out of some of these cookies may affect your browsing experience. In this article: Step 1: Show the CREATE TABLE statement. Analyzing a table (also known as computing statistics) is a built-in Hive operation that you can execute to collect metadata on your table. By default, we can check the size of a table or database by using the hdfs command as below. 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. Whether you are creating a coastal inspired or boho home, this table will suit any space - perfect for alfresco living. # Key: 0, Value: val_0 Not the answer you're looking for? org.apache.spark.*). Also, this only works for non-partitioned tables which have had stats run on them. - the incident has nothing to do with me; can I use this this way? -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 2018-07-02 19:30 /data/warehouse/test.db/test/000008_0-rwxrwx--x+ 3 hive hive 315619051 2018-07-02 19:30 /data/warehouse/test.db/test/000009_0-rwxrwx--x+ 3 hive hive 289731869 2018-07-02 19:30 /data/warehouse/test.db/test/000010_0-rwxrwx--x+ 3 hive hive 261527233 2018-07-02 19:30 /data/warehouse/test.db/test/000011_0-rwxrwx--x+ 3 hive hive 261535458 2018-07-02 19:30 /data/warehouse/test.db/test/000012_0-rwxrwx--x+ 3 hive hive 261509341 2018-07-02 19:30 /data/warehouse/test.db/test/000013_0-rwxrwx--x+ 3 hive hive 261542760 2018-07-02 19:30 /data/warehouse/test.db/test/000014_0-rwxrwx--x+ 3 hive hive 261584890 2018-07-02 19:30 /data/warehouse/test.db/test/000015_0-rwxrwx--x+ 3 hive hive 261550533 2018-07-02 19:30 /data/warehouse/test.db/test/000016_0-rwxrwx--x+ 3 hive hive 261539025 2018-07-02 19:30 /data/warehouse/test.db/test/000017_0-rwxrwx--x+ 3 hive hive 261516408 2018-07-02 19:30 /data/warehouse/test.db/test/000018_0-rwxrwx--x+ 3 hive hive 261904082 2018-07-02 19:30 /data/warehouse/test.db/test/000019_0-rwxrwx--x+ 3 hive hive 261522663 2018-07-02 19:30 /data/warehouse/test.db/test/000020_0-rwxrwx--x+ 3 hive hive 261570466 2018-07-02 19:30 /data/warehouse/test.db/test/000021_0-rwxrwx--x+ 3 hive hive 261536035 2018-07-02 19:30 /data/warehouse/test.db/test/000022_0-rwxrwx--x+ 3 hive hive 261490152 2018-07-02 19:30 /data/warehouse/test.db/test/000023_0-rwxrwx--x+ 3 hive hive 261512588 2018-07-02 19:30 /data/warehouse/test.db/test/000024_0-rwxrwx--x+ 3 hive hive 261515184 2018-07-02 19:30 /data/warehouse/test.db/test/000025_0-rwxrwx--x+ 3 hive hive 261515829 2018-07-02 19:30 /data/warehouse/test.db/test/000026_0-rwxrwx--x+ 3 hive hive 261545935 2018-07-02 19:30 /data/warehouse/test.db/test/000027_0-rwxrwx--x+ 3 hive hive 261568153 2018-07-02 19:30 /data/warehouse/test.db/test/000028_0-rwxrwx--x+ 3 hive hive 261881698 2018-07-02 19:30 /data/warehouse/test.db/test/000029_0-rwxrwx--x+ 3 hive hive 233055511 2018-07-02 19:30 /data/warehouse/test.db/test/000030_0-rwxrwx--x+ 3 hive hive 233060147 2018-07-02 19:30 /data/warehouse/test.db/test/000031_0-rwxrwx--x+ 3 hive hive 232552454 2018-07-02 19:30 /data/warehouse/test.db/test/000032_0-rwxrwx--x+ 3 hive hive 181403967 2018-07-02 19:30 /data/warehouse/test.db/test/000033_0-rwxrwx--x+ 3 hive hive 181423669 2018-07-02 19:30 /data/warehouse/test.db/test/000034_0-rwxrwx--x+ 3 hive hive 181260203 2018-07-02 19:30 /data/warehouse/test.db/test/000035_0-rwxrwx--x+ 3 hive hive 181226055 2018-07-02 19:30 /data/warehouse/test.db/test/000036_0-rwxrwx--x+ 3 hive hive 181211848 2018-07-02 19:30 /data/warehouse/test.db/test/000037_0-rwxrwx--x+ 3 hive hive 127307473 2018-07-02 19:29 /data/warehouse/test.db/test/000038_0-rwxrwx--x+ 3 hive hive 127324022 2018-07-02 19:29 /data/warehouse/test.db/test/000039_0-rwxrwx--x+ 3 hive hive 98865763 2018-07-02 19:29 /data/warehouse/test.db/test/000040_0-rwxrwx--x+ 3 hive hive 98650885 2018-07-02 19:29 /data/warehouse/test.db/test/000041_0-rwxrwx--x+ 3 hive hive 240568542 2018-07-02 19:29 /data/warehouse/test.db/test/000042_0-rwxrwx--x+ 3 hive hive 240384660 2018-07-02 19:29 /data/warehouse/test.db/test/000043_0-rwxrwx--x+ 3 hive hive 47556388 2018-07-02 19:29 /data/warehouse/test.db/test/000044_0-rwxrwx--x+ 3 hive hive 47553467 2018-07-02 19:29 /data/warehouse/test.db/test/000045_0-rwxrwx--x+ 3 hive hive 47214429 2018-07-02 19:29 /data/warehouse/test.db/test/000046_0-rwxrwx--x+ 3 hive hive 47008567 2018-07-02 19:29 /data/warehouse/test.db/test/000047_0-rwxrwx--x+ 3 hive hive 116398133 2018-07-02 19:29 /data/warehouse/test.db/test/000048_0-rwxrwx--x+ 3 hive hive 116264278 2018-07-02 19:29 /data/warehouse/test.db/test/000049_0-rwxrwx--x+ 3 hive hive 116108618 2018-07-02 19:29 /data/warehouse/test.db/test/000050_0-rwxrwx--x+ 3 hive hive 116102337 2018-07-02 19:29 /data/warehouse/test.db/test/000051_0-rwxrwx--x+ 3 hive hive 116197882 2018-07-02 19:29 /data/warehouse/test.db/test/000052_0-rwxrwx--x+ 3 hive hive 115942226 2018-07-02 19:29 /data/warehouse/test.db/test/000053_0drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_stagingdrwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000000_2105670738_dir-rwxrwx--x+ 3 hive hive 198160 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000000_2105670738_dir/c6473ef4a4aff1c5-97654d1e00000000_372249781_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000001_539358072_dir-rwxrwx--x+ 3 hive hive 191858 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000001_539358072_dir/c6473ef4a4aff1c5-97654d1e00000001_497911501_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000003_201543806_dir-rwxrwx--x+ 3 hive hive 198255 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000003_201543806_dir/c6473ef4a4aff1c5-97654d1e00000003_1954232146_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000004_430812106_dir-rwxrwx--x+ 3 hive hive 196661 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000004_430812106_dir/c6473ef4a4aff1c5-97654d1e00000004_1303838926_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000006_1445626883_dir-rwxrwx--x+ 3 hive hive 198692 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000006_1445626883_dir/c6473ef4a4aff1c5-97654d1e00000006_427021246_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000007_2105670738_dir-rwxrwx--x+ 3 hive hive 189234 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000007_2105670738_dir/c6473ef4a4aff1c5-97654d1e00000007_372249781_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000008_1712792446_dir-rwxrwx--x+ 3 hive hive 191664 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000008_1712792446_dir/c6473ef4a4aff1c5-97654d1e00000008_2033565865_data.0.drwxrwx--x+ - hive hive 0 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000009_889847462_dir-rwxrwx--x+ 3 hive hive 191028 2018-05-04 18:56 /data/warehouse/test.db/test/_impala_insert_staging/c6473ef4a4aff1c5_97654d1e00000000/.c6473ef4a4aff1c5-97654d1e00000009_889847462_dir/c6473ef4a4aff1c5-97654d1e00000009_455426067_data.0.drwxrwx--x+ - 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