// Order may vary, as spark processes the partitions in parallel. How do you enable compression on a hive table? Login into Hive Metastore DB and use the database that is used by hive. The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". Why keep stats if we can't trust that the data will be the same in another 5 minutes? Recovering from a blunder I made while emailing a professor, How to handle a hobby that makes income in US. which enables Spark SQL to access metadata of Hive tables. When an external table is dropped in Hive? Why does Mister Mxyzptlk need to have a weakness in the comics? How can I delete a hive database without using hive terminal? When you create a Hive table, you need to define how this table should read/write data from/to file system, i.e. BZIP2. Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet. Afrikaans; ; Azrbaycanca; ; ; Bosanski; Catal; etina; Cymraeg; Dansk; Deutsch; Eesti; . Use hdfs dfs -du Command 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 Is it possible to create a concave light? 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. The data will be store on the distributed manager. SAP is the largest non-American software company by revenue, the . HIVE-19334.4.patch > Use actual file size rather than stats for fetch task optimization with > external tables . [COMMENT table_comment] [ROW FORMAT row_format] [STORED AS file_format] Example Follow the steps below to create a table in Hive. 01-17-2017 hive> select length (col1) from bigsql.test_table; OK 6 Cause This is expected behavior. 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. One of the most important pieces of Spark SQLs Hive support is interaction with Hive metastore, Hive is an ETL and Data warehousing tool developed on top of Hadoop Distributed File System (HDFS). of Hive that Spark SQL is communicating with. That means this should be applied with caution. If you preorder a special airline meal (e.g. // You can also use DataFrames to create temporary views within a SparkSession. adds support for finding tables in the MetaStore and writing queries using HiveQL. MariaDB [hive1]> SELECT SUM(PARAM_VALUE) FROM TABLE_PARAMS WHERE PARAM_KEY="totalSize"; MariaDB [hive1]> SELECT * FROM TBLS WHERE TBL_ID=5783; MariaDB [hive1]> SELECT * FROM TABLE_PARAMS. Partitioning Tables: Hive partitioning is an effective method to improve the query performance on larger tables. Reply 9,098 Views 0 Kudos ranan Contributor Created 07-06-2018 09:28 AM Thank you for your reply Eric Du return 2 number. How to notate a grace note at the start of a bar with lilypond? The query takes the sum of total size of all the Hive tables based on the statistics of the tables. Then you will get quicker results. 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. Below are the sample results when testing using hive shell as "hive" and "bigsql". Reusable Hive Baitable Beetle Trap Without Poison Chemicals Beekeeping Tool SH. 01-16-2017 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.) How Intuit democratizes AI development across teams through reusability. Do roots of these polynomials approach the negative of the Euler-Mascheroni constant? this return nothing in hive. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. They define how to read delimited files into rows. (40) (140) numRows=21363807, totalSize=564014889, rawDataSize=47556570705], Partition logdata.ops_bc_log{day=20140524} stats: [numFiles=35, Relax, unwind and create the perfect space with the Domi round coffee table, richly crafted from sustainable Mango wood and Rattan. 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. Not the answer you're looking for? org.apache.spark.*). Yeah, you are correct. Whether you are creating a coastal inspired or boho home, this table will suit any space - perfect for alfresco living. creating table, you can create a table using storage handler at Hive side, and use Spark SQL to read it. 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; it is tedious to run the same command for each table. Also, this only works for non-partitioned tables which have had stats run on them. What is the point of Thrower's Bandolier? 3. Sorry guys, I moved positions and companies a while ago and do not remember much details. path is like /FileStore/tables/your folder name/your file; Refer to the image below for example. This 07-11-2018 Other classes that need What is Hive? Hive is an ETL and Data warehousing tool developed on top of the Hadoop Distributed File System. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Uses high CPU resources to compress and decompress data. 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. to be shared are those that interact with classes that are already shared. 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. 03:54 AM. If so - how? Hive supports ANSI SQL and atomic, consistent, isolated, and durable (ACID) transactions. 01-13-2017 This cookie is set by GDPR Cookie Consent plugin. in terms of the TB's, etc. 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. in OLAP and OLTP environment along with DB role . 02:07 PM. For example, # +---+-------+ The four most widely used Compression formats in Hadoop are as follows: The principle being that file sizes will be larger when compared with gzip or bzip2. rev2023.3.3.43278. How do I tell hive about file formats in HDFS? // Partitioned column `key` will be moved to the end of the schema. // warehouseLocation points to the default location for managed databases and tables, "CREATE TABLE IF NOT EXISTS src (key INT, value STRING) USING hive", "LOAD DATA LOCAL INPATH 'examples/src/main/resources/kv1.txt' INTO TABLE src". 07-09-2018 # |311|val_311| Jason Dere (JIRA) . You can determine the size of a non-delta table by calculating the total sum of the individual files within the underlying directory. You can use the hdfs dfs -du /path/to/table command or hdfs dfs -count -q -v -h /path/to/table to get the size of an HDFS path (or table). But unfortunately, count() is the only way to do. The major difference between Partitioning vs Bucketing lives in the way how they split the data. But it is useful for one table. - the incident has nothing to do with me; can I use this this way? connectivity to a persistent Hive metastore, support for Hive serdes, and Hive user-defined functions. Is a PhD visitor considered as a visiting scholar? # Key: 0, Value: val_0 Step 2: Issue a CREATE EXTERNAL TABLE statement. I am looking for a approach to run a command and get all required info. 12:25 PM # Key: 0, Value: val_0 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 # The results of SQL queries are themselves DataFrames and support all normal functions. As user bigsql: the "input format" and "output format". Managed Table/Internal Table. 07-06-2018 For updating data, you can use the MERGE statement, which now also meets ACID standards. 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. Types of Tables in Apache Hive. 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. Did this satellite streak past the Hubble Space Telescope so close that it was out of focus? The HDFS refined monitoring function is normal. It will able to handle a huge amount of data i.e. hive.auto.convert.join, Hive generates three or more map-side joins with an assumption that all tables are of smaller size. Linear Algebra - Linear transformation question. 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]. - edited 09-16-2022 numFiles: 07-06-2018 by the hive-site.xml, the context automatically creates metastore_db in the current directory and a. Why are ripples in water always circular? 12:00 AM, Created shared between Spark SQL and a specific version of Hive. Is there a way to check the size of Hive tables? It is a good question. [This can be checked in the table TABLE_PARAMS in Metastore DB that I have also mentioned below (How it works?.b)]. This website uses cookies to improve your experience while you navigate through the website. # PySpark Usage Guide for Pandas with Apache Arrow, Specifying storage format for Hive tables, Interacting with Different Versions of Hive Metastore. -- gives all properties show tblproperties yourTableName -- show just the raw data size show tblproperties yourTableName ("rawDataSize") Share Improve this answer Follow answered Mar 21, 2016 at 13:00 Jared 2,894 5 33 37 3 # | 2| val_2| 2| val_2| You also need to define how this table should deserialize the data This four-story residence hall provides coeducational housing for approximately 250 students. 12-06-2017 Making statements based on opinion; back them up with references or personal experience. 11:03 PM 01:40 PM, Created It provides client access to this information by using metastore service API. Who does the voice of Vanessa on Phineas and Ferb? "After the incident", I started to be more careful not to trip over things. How to show hive table size in GB ? A comma separated list of class prefixes that should explicitly be reloaded for each version HIVE TO TABLE HONEY ORGANIC NON GMO Advertising Vinyl Banner Flag Sign Many Size best prices, best service. The totalSize record indicates the total size occupied by this table in HDFS for one of its replica. rev2023.3.3.43278. Once done, you can execute the below query to get the total size of all the tables in Hive in bytes. This video talks about storing the output of hive query in file. 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'). Starting from Spark 1.4.0, a single binary However I ran the hdfs command and got two sizes back. Open Sourcing Clouderas ML Runtimes - why it matters to customers? Login into Hive Metastore DB and use the database that is used by hive. This command should also help you get the size of HIVE table : I was wondering if stats were needed to have describe extended output the actual file size. Answer. i.e. I ran the suggested command but i see size as 0 whereas i know it has some data. totalSize: (Which is why I want to avoid COUNT(*).). Data in each partition may be furthermore divided into Buckets. You can also use queryExecution.analyzed.stats to return the size. I tried DESCRIBE EXTENDED, but that yielded numRows=0 which is obviously not correct. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. hdfs dfs -df -s -h . Checking the different parameters of the table in Hive Metastore table TABLE_PARAMS for the same Hive table with id 5783. compression=SNAPPY in the Custom hive-site settings section in Ambari for either IOP or HDP which will ensure that Hive always compresses any Parquet file it produces. // The items in DataFrames are of type Row, which allows you to access each column by ordinal. Created on For a managed (non-external) table, data is manipulated through Hive SQL statements (LOAD DATA, INSERT, etc.) // Aggregation queries are also supported. repopulate so size is different but still not match11998371425. hdfs dfs -du -s -h /data/warehouse/test.db/test/22.5 G 67.4 G /data/warehouse/test.db/test. This summary is aimed for those who don't have the current time to devour all 256 pages. -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+ - 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