tez | lightweight Trainer for PyTorch. It also comes | Machine Learning library

 by   abhi1thakur Python Version: Current License: Apache-2.0

kandi X-RAY | tez Summary

kandi X-RAY | tez Summary

tez is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. tez has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

tez (तेज़ / تیز) means sharp, fast & active. This is a simple, to-the-point, library to make your pytorch training easy.
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              tez has a low active ecosystem.
              It has 607 star(s) with 81 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 13 open issues and 7 have been closed. On average issues are closed in 12 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of tez is current.

            kandi-Quality Quality

              tez has no bugs reported.

            kandi-Security Security

              tez has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              tez is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              tez releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

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            tez Key Features

            No Key Features are available at this moment for tez.

            tez Examples and Code Snippets

            No Code Snippets are available at this moment for tez.

            Community Discussions

            QUESTION

            Hive: Query executing from hours
            Asked 2021-Jun-08 at 23:08

            I'm try to execute the below hive query on Azure HDInsight cluster but it's taking unprecedented amount of time to finish. Did implemented hive settings but of no use. Below are the details:

            Table

            ...

            ANSWER

            Answered 2021-Jun-07 at 03:19

            if you don't have index on your fk columns , you should add them for sure , here is my suggestion:

            Source https://stackoverflow.com/questions/67864692

            QUESTION

            java.lang.NoClassDefFoundError: org/apache/hadoop/hive/ql/metadata/HiveException when query in spark-shell
            Asked 2021-May-24 at 03:46

            I’m trying to integrate spark(3.1.1) and hive local metastore (3.1.2) to use spark-sql.

            i configured the spark-defaults.conf according to https://spark.apache.org/docs/latest/sql-data-sources-hive-tables.html and hive jar files exists in correct path.

            but an exception occurred when execute 'spark.sql("show tables").show' like below.

            any mistakes, hints, or corrections would be appreciated.

            ...

            ANSWER

            Answered 2021-May-21 at 07:25

            Seems your hive conf is missing. To connect to hive metastore you need to copy the hive-site.xml file into spark/conf directory.

            Try

            Source https://stackoverflow.com/questions/67632430

            QUESTION

            Bottom overflowed by x pixels when showing keyboard
            Asked 2021-May-17 at 14:23

            I'm new to Flutter and I have a problem. When I click on TextField and keyboard is shown I get this error and also it's impossible to click button 'Kontynuuj'.

            ...

            ANSWER

            Answered 2021-May-17 at 14:19

            Solution 1 :

            In your Scaffold, set "resizeToAvoidBottomInset" property to false.

            Source https://stackoverflow.com/questions/67571423

            QUESTION

            hive alter table concatenate command risks
            Asked 2021-May-12 at 12:49

            I have been using tez engine to run map reduce jobs. I have a MR job which takes ages to run, because i noticed i have over 20k files with 1 stripe each, and tez does not evenly distributes mappers based on amount of files, rather amount of stripes. And i can have a bunch of mappers with 1 file but a lot of stripes, and some mappers processing 15k files but with same amount of stripes than the other one.

            As a workaround test, i used ALTER TALE table PARTITION (...) CONCATENATE in order to bring down the amount of files to process into more evenly distributed stripes per files, and now the map job runs perfectly fine.

            My concern is that i didnt find in the documentation if there are any risks in running this command and losing data, since it works on the same files.

            Im trying to assess if its better to use concatenate to bring down the amount of files before the MR job versus using bucketing which reads files and drops bucketed output into a separate location. Which in case of failure i dont lose source data.

            Concatenate takes 1 minute per partition, versus bucketing taking more time but not risking losing source data.

            My question: is there any risk of data loss when running concatenate command?

            thanks!

            ...

            ANSWER

            Answered 2021-May-12 at 12:12

            It should work as safe as rewriting the table from query. It uses the same mechanism: result is prepared in staging first, after that staging moved to the table or partition location.

            Concatenation works as a separate MR job, prepares concatenated files in staging directory and only if everything went without errors, moves them to the table location. You shold see something like this in logs:

            Source https://stackoverflow.com/questions/67488824

            QUESTION

            FETCH the latest partition from HIVE table
            Asked 2021-May-11 at 15:56

            Hi I am very much new to this. I have three columns YEAR, MONTH,DAY in INTEGER format.

            I want to load the script and combine YEAR,MONTH,DAY as single column and fetch the maximum.

            I tried like,

            ...

            ANSWER

            Answered 2021-May-11 at 15:56

            If month and day are stored as integers, you need to use lpad() to add zero if it is single digit month or day. For example month 5 should become 05. Without this max may work incorrectly. Also use dash as a separator to have date in compatible format.

            Source https://stackoverflow.com/questions/67488974

            QUESTION

            Vertex failure while joining 2 big tables in hive
            Asked 2021-May-07 at 13:23

            I have 2 tables in hive. Table A has 300M rows and Table B has 26M rows. I am joining Table A and Table B on 3 columns col1,col2,col3.

            Below is the query I am using

            create temporary table AB_TEMP AS select A.col1,A.col2,A.col3,A.col4,A.col5 from A join B on A.col1=B.col1 and A.col2=B.col2 and A.col3=B.col3;

            I am getting an error called vertex failure every time I run this query.

            What to do to overcome this issue?

            Below is the error that I am getting

            Status: Failed Vertex failed, vertexName=Map 1, vertexId=vertex_1617665530644_1398582_10_01, diagnostics=[Task failed, taskId=task_1617665530644_1398582_10_01_000147, diagnostics=[TaskAttempt 0 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_0 Timed out after 300 secs], TaskAttempt 1 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_1 Timed out after 300 secs], TaskAttempt 2 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_2 Timed out after 300 secs], TaskAttempt 3 failed, info=[Container container_e42_1617665530644_1398582_01_002060 timed out]], Vertex did not succeed due to OWN_TASK_FAILURE, failedTasks:1 killedTasks:220, Vertex vertex_1617665530644_1398582_10_01 [Map 1] killed/failed due to:OWN_TASK_FAILURE] DAG did not succeed due to VERTEX_FAILURE. failedVertices:1 killedVertices:0 FAILED: Execution Error, return code 2 from org.apache.hadoop.hive.ql.exec.tez.TezTask. Vertex failed, vertexName=Map 1, vertexId=vertex_1617665530644_1398582_10_01, diagnostics=[Task failed, taskId=task_1617665530644_1398582_10_01_000147, diagnostics=[TaskAttempt 0 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_0 Timed out after 300 secs], TaskAttempt 1 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_1 Timed out after 300 secs], TaskAttempt 2 failed, info=[AttemptID:attempt_1617665530644_1398582_10_01_000147_2 Timed out after 300 secs], TaskAttempt 3 failed, info=[Container container_e42_1617665530644_1398582_01_002060 timed out]], Vertex did not succeed due to OWN_TASK_FAILURE, failedTasks:1 killedTasks:220, Vertex vertex_1617665530644_1398582_10_01 [Map 1] killed/failed due to:OWN_TASK_FAILURE]DAG did not succeed due to VERTEX_FAILURE. failedVertices:1 killedVertices:0

            ...

            ANSWER

            Answered 2021-May-07 at 11:53

            Don't execute this query on tez. We can complete this in Map Reduce.

            Source https://stackoverflow.com/questions/67399608

            QUESTION

            Hive query throw "code 2 from org.apache.hadoop.hive.ql.exec.tez.TezTask" exception when query has GROUP BY cluase
            Asked 2021-Apr-28 at 10:37

            I have Hive + LLAP on HDP 3.1.4

            Hive and Tez Config is:

            ...

            ANSWER

            Answered 2021-Apr-28 at 10:37

            There are two sections for set hive.tez.container.size in Ambari Hive Config page. One of them appears in the SETTINGS tab and the other that has related to LLAP goes under the Advanced hive-interactive-site in the ADVANCED tab. I was trying with hive.tez.container.size value the SETTINGS tab instead of Advanced hive-interactive-site section. Finally, I set the following configs and the error solved:

            Source https://stackoverflow.com/questions/66966424

            QUESTION

            How do I cancel the tracking of two or more functions on the buttons at once?
            Asked 2021-Apr-25 at 00:14

            I have one such problem with my website. I have chapters on the page and in each, there are some modules and theories. In theory, I have the function of reading more so that the text is not just exposed. But the problem arises in that when I have a theory with this function on page 2 or more, the first one works for me and the others do not work as they should and track the first one, and it happens that only the first one works. How do I fix or rewrite it?

            My code to read more in js:

            ...

            ANSWER

            Answered 2021-Apr-25 at 00:14

            First, i have added classes where you have used id's, because id's can't be duplicated, and i have added one small change to your function call, adding current button element as argument.

            So, your HTML should look like this now:

            Source https://stackoverflow.com/questions/67244709

            QUESTION

            java.lang.NullPointerException when merging output files
            Asked 2021-Apr-20 at 10:28

            I have a table with 3 partition columns

            ...

            ANSWER

            Answered 2021-Apr-20 at 10:28

            Setting this to false helped.

            Source https://stackoverflow.com/questions/67174776

            QUESTION

            How hive manage the Non-Tez and Non-MapReduce based queries
            Asked 2021-Apr-10 at 17:37
            Create table t1(id int)
            
            ...

            ANSWER

            Answered 2021-Apr-10 at 17:37

            create table - is a metadata operation only, data is not being processed. It creates records in the metastore database, no distributed processing framework like Tez or MR is necessary for this, Yarn is not used.

            Compiler translates DDL to the metastore query only if possible.

            Also some simple DQL queries can be executed as metastore only if statistics exists and this feature is enabled: https://stackoverflow.com/a/41021682/2700344, without using Tez or MR.

            Also small tables can be queried without distributed framework, using fetch-only task, see this: Why is Fetch task in Hive works faster than Map-only task?

            Source https://stackoverflow.com/questions/67034703

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install tez

            You can download it from GitHub.
            You can use tez like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/abhi1thakur/tez.git

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            gh repo clone abhi1thakur/tez

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            git@github.com:abhi1thakur/tez.git

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