Currently we support 6 fileFormats: 'sequencefile', 'rcfile', 'orc', 'parquet', 'textfile' and 'avro'. You may need to grant write privilege to the user who starts the Spark application. of Hive that Spark SQL is communicating with. # +--------+. 07-11-2018 We are able to use the Tblproperties, or tbldescription. spark-warehouse in the current directory that the Spark application is started. numFiles: 05:16 PM, Find answers, ask questions, and share your expertise. After 3 replicas it is 99.4GB. Is there a way to check the size of Hive tables in one shot? 3. 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. The provided jars should be if the table is partitioned, we can count the number of partitions and count(number of rows) in each partition. But it is useful for one table. Asking for help, clarification, or responding to other answers. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. Hive is an ETL and Data warehousing tool developed on top of the Hadoop Distributed File System. To learn more, see our tips on writing great answers. Who does the voice of Vanessa on Phineas and Ferb? Jason Dere (JIRA) . [This can be checked in the table TABLE_PARAMS in Metastore DB that I have also mentioned below (How it works?.b)]. totalSize: 1) SELECT key, size FROM table; 4923069104295859283. # | 500 | //aewb-analytics-staging-name.example.com:8020/user/hive/warehouse/mybigtable, //aewb-analytics-staging-name.example.com:8020/user/hive/warehouse/anotherone, //aewb-analytics-staging-name.example.com:8020/user/hive/warehouse/tinyone, https://cwiki.apache.org/confluence/display/Hive/LanguageManual+DDL#LanguageManualDDL-Describe. 30376289388684 x 3 is the actual size in HDFS including the replication. When working with Hive one must instantiate SparkSession with Hive support. The default for hive.auto.convert.join.noconditionaltask is false which means auto conversion is disabled.. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. it is tedious to run the same command for each table. 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: Find Total Size of Hive Database/Tables in BDM? Drop table command deletes the data permanently. Hive is a very important component or service in the Hadoop stack. # | 4| val_4| 4| val_4| Login into Hive Metastore DB and use the database that is used by hive. The Mail Archive home; issues - all . Free Shipping HIVE TO TABLE HONEY ORGANIC NON GMO Advertising Vinyl Banner Flag Sign Many Size World-renowned fashion, Official Site., tens of thousands of products for your choice. the "serde". Step 1: Show the CREATE TABLE statement Step 2: Issue a CREATE EXTERNAL TABLE statement Step 3: Issue SQL commands on your data This article shows how to import a Hive table from cloud storage into Azure Databricks using an external table. # | 2| val_2| 2| val_2| Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet. This cookie is set by GDPR Cookie Consent plugin. Apparently the given command only works when these properties are available to the column, which is not there by default. How Intuit democratizes AI development across teams through reusability. Do roots of these polynomials approach the negative of the Euler-Mascheroni constant? Can I tell police to wait and call a lawyer when served with a search warrant? I ran the suggested command but i see size as 0 whereas i know it has some data. Making statements based on opinion; back them up with references or personal experience. As far as I know there is no single command to achieve the results you're looking. HIVE TO TABLE HONEY ORGANIC NON GMO Advertising Vinyl Banner Flag Sign Many Size best prices, best service. // The items in DataFrames are of type Row, which allows you to access each column by ordinal. They define how to read delimited files into rows. SAP is the largest non-American software company by revenue, the . # |key| value| # |count(1)| 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). Partitioning Tables: Hive partitioning is an effective method to improve the query performance on larger tables. If you preorder a special airline meal (e.g. You also need to define how this table should deserialize the data A comma separated list of class prefixes that should explicitly be reloaded for each version Open Sourcing Clouderas ML Runtimes - why it matters to customers? numRows=26295075, totalSize=657113440, rawDataSize=58496087068], solution, though not quick The cookie is used to store the user consent for the cookies in the category "Analytics". which enables Spark SQL to access metadata of Hive tables. numRows: Each room features air conditioning, an extra-long, twin-size bed, a desk, a chair, a wardrobe with drawers . 2 What happens when a managed table is dropped in hive? # PySpark Usage Guide for Pandas with Apache Arrow, Specifying storage format for Hive tables, Interacting with Different Versions of Hive Metastore. Yes the output is bytes. # # You can also use DataFrames to create temporary views within a SparkSession. 01-16-2017 It would seem that if you include the partition it will give you a raw data size. This configuration is useful only when, A classpath in the standard format for the JVM. # +---+------+---+------+ What is the safe score in JEE Mains 2021? These cookies ensure basic functionalities and security features of the website, anonymously. # |238|val_238| Why keep stats if we cant trust that the data will be the same in another 5 minutes? If so, how? 1. When not configured You also have the option to opt-out of these cookies. 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 2. 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. 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. These cookies track visitors across websites and collect information to provide customized ads. # +---+------+---+------+ 01-17-2017 It stores metadata for Hive tables (like their schema and location) and partitions in a relational database. 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. Why keep stats if we can't trust that the data will be the same in another 5 minutes? 324 and 972 are the sizes of one and three replicas of the table data in HDFS. 3 Describe formatted table_name: 3.1 Syntax: 3.2 Example: We can see the Hive tables structures using the Describe commands. However, since Hive has a large number of dependencies, these dependencies are not included in the # Key: 0, Value: val_0 By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. 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. See other answer below. Jason Dere (JIRA) . The benchmark compares all the SQL systems embedded with HDP3 as well as Hive on MR3 (a new execution engine for Hadoop and Kubernetes), by running a set of 99 SQL queries. When the. What is Hive? An example of classes that should The HDFS refined monitoring function is normal. But it is useful for one table. vegan) just to try it, does this inconvenience the caterers and staff? Full text of the 'Sri Mahalakshmi Dhyanam & Stotram', Relation between transaction data and transaction id. Managed Table/Internal Table. C $35.26. 07-05-2018 Tables created by oozie hive action cannot be found from hive client but can find them in HDFS. I tried this and it says 12.8 G does it stand for 12.8 GB? When you run DROP TABLE on an external table, by default Hive drops only the metadata (schema). 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. Hudi supports two storage types that define how data is written, indexed, and read from S3: I have many tables in Hive and suspect size of these tables are causing space issues on HDFS FS. 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. AC Op-amp integrator with DC Gain Control in LTspice. To gather statistic numRows / rawDataSize for Parquet and ORC format, Flink will only read the file's footer to do fast gathering. Table name: All other properties defined with OPTIONS will be regarded as Hive serde properties. The syntax and example are as follows: Syntax CREATE [TEMPORARY] [EXTERNAL] TABLE [IF NOT EXISTS] [db_name.] When an external table is dropped in Hive? Created How do you ensure that a red herring doesn't violate Chekhov's gun? the hive.metastore.warehouse.dir property in hive-site.xml is deprecated since Spark 2.0.0. 07-09-2018 Once done, you can execute the below query to get the total size of all the tables in Hive in bytes. 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. The total size of the Hive Database can be fetched using Hive Metastore DB in the TABLE_PARAMS table. You also need to define how this table should deserialize the data to rows, or serialize rows to data, i.e. These 2 options specify the name of a corresponding, This option specifies the name of a serde class. -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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