hive table size
Hive is an ETL and Data warehousing tool developed on top of the Hadoop Distributed File System. 01-17-2017 03:54 AM. These 2 options specify the name of a corresponding, This option specifies the name of a serde class. If a managed table or partition is dropped, the data and metadata associated with that table or partition are deleted. rawDataSize: # # Aggregation queries are also supported. 07-05-2018 The major difference between Partitioning vs Bucketing lives in the way how they split the data. Checking the different parameters of the table in Hive Metastore table TABLE_PARAMS for the same Hive table with id 5783. # |key| value|key| value| The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. What is the purpose of this D-shaped ring at the base of the tongue on my hiking boots? These materialized views use the default file format configured in the optional hive.storage-format catalog configuration property, which defaults to ORC. hive> describe extended bee_master_20170113_010001> ;OKentity_id stringaccount_id stringbill_cycle stringentity_type stringcol1 stringcol2 stringcol3 stringcol4 stringcol5 stringcol6 stringcol7 stringcol8 stringcol9 stringcol10 stringcol11 stringcol12 string, Detailed Table Information Table(tableName:bee_master_20170113_010001, dbName:default, owner:sagarpa, createTime:1484297904, lastAccessTime:0, retention:0, sd:StorageDescriptor(cols:[FieldSchema(name:entity_id, type:string, comment:null), FieldSchema(name:account_id, type:string, comment:null), FieldSchema(name:bill_cycle, type:string, comment:null), FieldSchema(name:entity_type, type:string, comment:null), FieldSchema(name:col1, type:string, comment:null), FieldSchema(name:col2, type:string, comment:null), FieldSchema(name:col3, type:string, comment:null), FieldSchema(name:col4, type:string, comment:null), FieldSchema(name:col5, type:string, comment:null), FieldSchema(name:col6, type:string, comment:null), FieldSchema(name:col7, type:string, comment:null), FieldSchema(name:col8, type:string, comment:null), FieldSchema(name:col9, type:string, comment:null), FieldSchema(name:col10, type:string, comment:null), FieldSchema(name:col11, type:string, comment:null), FieldSchema(name:col12, type:string, comment:null)], location:hdfs://cmilcb521.amdocs.com:8020/user/insighte/bee_data/bee_run_20170113_010001, inputFormat:org.apache.hadoop.mapred.TextInputFormat, outputFormat:org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat, compressed:false, numBuckets:-1, serdeInfo:SerDeInfo(name:null, serializationLib:org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, parameters:{field.delim= , serialization.format=Time taken: 0.328 seconds, Fetched: 18 row(s)hive> describe formatted bee_master_20170113_010001> ;OK# col_name data_type comment, entity_id stringaccount_id stringbill_cycle stringentity_type stringcol1 stringcol2 stringcol3 stringcol4 stringcol5 stringcol6 stringcol7 stringcol8 stringcol9 stringcol10 stringcol11 stringcol12 string, # Detailed Table InformationDatabase: defaultOwner: sagarpaCreateTime: Fri Jan 13 02:58:24 CST 2017LastAccessTime: UNKNOWNProtect Mode: NoneRetention: 0Location: hdfs://cmilcb521.amdocs.com:8020/user/insighte/bee_data/bee_run_20170113_010001Table Type: EXTERNAL_TABLETable Parameters:COLUMN_STATS_ACCURATE falseEXTERNAL TRUEnumFiles 0numRows -1rawDataSize -1totalSize 0transient_lastDdlTime 1484297904, # Storage InformationSerDe Library: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDeInputFormat: org.apache.hadoop.mapred.TextInputFormatOutputFormat: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormatCompressed: NoNum Buckets: -1Bucket Columns: []Sort Columns: []Storage Desc Params:field.delim \tserialization.format \tTime taken: 0.081 seconds, Fetched: 48 row(s)hive> describe formatted bee_ppv;OK# col_name data_type comment, entity_id stringaccount_id stringbill_cycle stringref_event stringamount doubleppv_category stringppv_order_status stringppv_order_date timestamp, # Detailed Table InformationDatabase: defaultOwner: sagarpaCreateTime: Thu Dec 22 12:56:34 CST 2016LastAccessTime: UNKNOWNProtect Mode: NoneRetention: 0Location: hdfs://cmilcb521.amdocs.com:8020/user/insighte/bee_data/tables/bee_ppvTable Type: EXTERNAL_TABLETable Parameters:COLUMN_STATS_ACCURATE trueEXTERNAL TRUEnumFiles 0numRows 0rawDataSize 0totalSize 0transient_lastDdlTime 1484340138, # Storage InformationSerDe Library: org.apache.hadoop.hive.ql.io.parquet.serde.ParquetHiveSerDeInputFormat: org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormatOutputFormat: org.apache.hadoop.hive.ql.io.parquet.MapredParquetOutputFormatCompressed: NoNum Buckets: -1Bucket Columns: []Sort Columns: []Storage Desc Params:field.delim \tserialization.format \tTime taken: 0.072 seconds, Fetched: 40 row(s), Created Why keep stats if we can't trust that the data will be the same in another 5 minutes? How to show hive table size in GB ? 4 What are the compression techniques in Hive? These cookies ensure basic functionalities and security features of the website, anonymously. 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). // Queries can then join DataFrames data with data stored in Hive. How do you write a good story in Smash Bros screening? For updating data, you can use the MERGE statement, which now also meets ACID standards. Jason Dere (JIRA) Reply via email to Search the site. 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.) When you create a Hive table, you need to define how this table should read/write data from/to file system, Step 1: Create a Database 1. You may need to grant write privilege to the user who starts the Spark application. Is there a way to check the size of Hive tables? adds support for finding tables in the MetaStore and writing queries using HiveQL. You can determine the size of a non-delta table by calculating the total sum of the individual files within the underlying directory. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. But it is useful for one table. If the PURGE option is not specified, the data is moved to a trash folder for a defined duration. 07-11-2018 and its dependencies, including the correct version of Hadoop. access data stored in Hive. # # You can also use DataFrames to create temporary views within a SparkSession. // 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". The table is storing the records or data in tabular format. However, since Hive has a large number of dependencies, these dependencies are not included in the "After the incident", I started to be more careful not to trip over things. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. Hive explain Table Parameters: totalSize doesn't m Open Sourcing Clouderas ML Runtimes - why it matters to customers? This cookie is set by GDPR Cookie Consent plugin. totalSize: Kate believes the key to living well, and healthy, is to plug into what your body needs, understanding that one size does not fit all, all the time, and being truly honest with yourself about your goals and desires. # Queries can then join DataFrame data with data stored in Hive. // Turn on flag for Hive Dynamic Partitioning, // Create a Hive partitioned table using DataFrame API. I tried Googling and searching the apache.org documentation without success.). Why is this sentence from The Great Gatsby grammatical? The size of real data files is matched11998371425. Can we check size of Hive tables? An example of classes that should 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. 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. table_name [ (col_name data_type [COMMENT col_comment], .)] [This can be checked in the table TABLE_PARAMS in Metastore DB that I have also mentioned below (How it works?.b)]. HOW TO: Find Total Size of Hive Database/Tables in BDM? 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. Big tables can cause the performance issue in the Hive.Below are some of methods that you can use to list Hive high volume tables. The tables are broadly classified into two parts i.e. options are. What is Hive? numPartitions: 07-10-2018 If you preorder a special airline meal (e.g. Euler: A baby on his lap, a cat on his back thats how he wrote his immortal works (origin?). <br> In-depth knowledge in Database Objects creation such as Tables, Table partitioning, Indexes, Stored Procedures, Views, User Defined Functions, Cursors & Triggers etc. AC Op-amp integrator with DC Gain Control in LTspice. So not exactly this table is X size. Other classes that need % scala spark.read.table ("< non-delta-table-name >") .queryExecution.analyzed.stats Was this article helpful? A service that provides metastore access to other Apache Hive services. Step 1: Show the CREATE TABLE statement Find centralized, trusted content and collaborate around the technologies you use most. In the hive, the actual data will be store on the HDFS level. 01-13-2017 // Order may vary, as spark processes the partitions in parallel. # Key: 0, Value: val_0 Created on they will need access to the Hive serialization and deserialization libraries (SerDes) in order to path is like /FileStore/tables/your folder name/your file; Refer to the image below for example. the "serde". It provides client access to this information by using metastore service API. How do you know if a hive table is internal or external? 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. 2. c. hdfs du -s output of the same table from HDFS. to be shared are those that interact with classes that are already shared. SAP is the largest non-American software company by revenue, the . Partitioning allows you to store data in separate sub-directories under table location. Table name: (HIVE-19334) Use actual file size . 01-17-2017 Based on a recent TPC-DS benchmark by the MR3 team, Hive LLAP 3.1.0 is the fastest SQL-on-Hadoop system available in HDP 3.0.1. Using the HDFS utilities to check the directory file sizes will give you the most accurate answer. // The results of SQL queries are themselves DataFrames and support all normal functions. Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet. To use S3 Select in your Hive table, create the table by specifying com.amazonaws.emr.s3select.hive.S3SelectableTextInputFormat as the INPUTFORMAT class name, and specify a value for the s3select.format property using the TBLPROPERTIES clause. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. I have many tables in Hive and suspect size of these tables are causing space issues on HDFS FS. Created on The company is the world's leading enterprise resource planning (ERP) software vendor. org.apache.spark.api.java.function.MapFunction. Follow the steps below to create a table in Hive. SKU:DE9474483 How do you remove Unfortunately Settings has stopped? 07-06-2018 hive> select length (col1) from bigsql.test_table; OK 6 Cause This is expected behavior. The syntax and example are as follows: Syntax CREATE [TEMPORARY] [EXTERNAL] TABLE [IF NOT EXISTS] [db_name.] (Which is why I want to avoid COUNT(*).). This But it is useful for one table. By clicking Accept All, you consent to the use of ALL the cookies. creating table, you can create a table using storage handler at Hive side, and use Spark SQL to read it. Insert into bucketed table produces empty table. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. 09:28 AM, Du return 2 number. What is the safe score in JEE Mains 2021? -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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