LogoLogo
OverviewQuickstartsHow To GuidesReferenceArticlesSupport
Reference
Reference
  • Reference
  • ✨Learning Paths
    • Amazon Kinesis
    • Amazon S3
    • Apache Kafka
    • Confluent Cloud
    • Microsoft SQL Server
    • MongoDB
    • MySQL
    • PostgreSQL
  • SQL COMMANDS
    • Clusters
      • CREATE CLUSTER
      • ALTER CLUSTER
      • ROLL CLUSTER
      • STOP/START CLUSTER
      • DROP CLUSTER
    • Connections
      • CREATE CONNECTION
        • Amazon Kinesis
        • Amazon Redshift
        • Amazon S3
        • Apache Kafka
        • AWS Glue Data Catalog
        • ClickHouse
        • Confluent Cloud
        • Elasticsearch
        • Hive Metastore
        • Microsoft SQL Server
        • MongoDB
        • MySQL
        • Polaris Catalog
        • Iceberg REST catalogs
        • PostgreSQL
        • Snowflake
      • ALTER CONNECTION
      • DROP CONNECTION
      • CDC Connections with SSL
    • Jobs
      • CREATE JOB
        • Ingestion
          • Amazon Kinesis
          • Amazon S3
          • Apache Kafka
          • Confluent Kafka
          • Content Types
          • Microsoft SQL Server
          • MongoDB
          • MySQL
          • PostgreSQL
        • Replication
          • Microsoft SQL Server
          • MongoDB
          • MySQL
          • PostgreSQL
        • Transformation
          • INSERT
            • MAP_COLUMNS_BY_NAME
            • UNNEST
          • MERGE
          • SELECT
          • Job Options
            • Amazon Redshift
            • Amazon S3
            • Apache Iceberg
            • ClickHouse
            • Data Lake Tables
            • Elasticsearch
            • PostgreSQL
            • Snowflake
        • Monitoring
          • Amazon CloudWatch
          • Datadog
          • Dynatrace
      • ALTER JOB
      • PAUSE / RESUME JOB
      • DROP JOB
    • Materialized Views
      • CREATE MATERIALIZED VIEW
      • ALTER MATERIALIZED VIEW
      • DROP MATERIALIZED VIEW
      • Join with a Materialized View
    • Tables
      • CREATE TABLE
      • ALTER TABLE
      • DROP TABLE
    • Iceberg Tables
      • Upsolver Managed Tables
        • CREATE ICEBERG TABLE
        • ALTER ICEBERG TABLE
        • DROP ICEBERG TABLE
        • OPTIMIZE ICEBERG TABLE
      • External Iceberg Tables
        • CREATE EXTERNAL ICEBERG TABLE
        • DROP EXTERNAL ICEBERG TABLE
      • Mirror Iceberg Tables
        • CREATE MIRROR
        • ALTER MIRROR
        • PAUSE / RESUME MIRROR
        • DROP MIRROR
  • FUNCTIONS & OPERATORS
    • Data Types
    • Functions
      • Aggregate
        • APPROX_COUNT_DISTINCT
        • APPROX_COUNT_DISTINCT_EACH
        • AVG
        • AVG_EACH
        • AVG_TIME_SERIES
        • COLLECT_SET
        • COLLECT_SET_EACH
        • COUNT
        • COUNT(*)
        • COUNT(DISTINCT ...)
        • COUNT_EACH
        • COUNT_IF
        • DYNAMIC_SESSIONS
        • FIRST
        • FIRST_ARRAY
        • FIRST_EACH
        • FIRST_TIME_SERIES
        • LAST
        • LAST_ARRAY
        • LAST_EACH
        • LAST_K
        • LAST_K_EACH
        • LAST_TIME_SERIES
        • MAX
        • MAX_BY
        • MAX_EACH
        • MAX_TIME_SERIES
        • MIN
        • MIN_BY
        • MIN_EACH
        • MIN_TIME_SERIES
        • SESSION_COUNT
        • STD_DEV
        • STD_DEV_EACH
        • STRING_MAX
        • STRING_MAX_EACH
        • STRING_MIN_EACH
        • SUM
        • SUM_EACH
        • SUM_TIME_SERIES
        • WEIGHTED_AVERAGE
      • Array
        • ARRAY_DISTINCT
        • ARRAY_JOIN
        • ARRAY_MAX
        • ARRAY_MIN
        • ARRAY_SORT
        • ARRAY_SORT_DESC
        • ARRAY_SUM
        • COUNT_VALUES_IF
        • COUNT_VALUES
        • ELEMENT_AT
        • FIRST_ELEMENT
        • LAST_ELEMENT
        • VALUE_INDEX_IN_ARRAY
        • VALUE_INDEX_IN_ROW
      • Comparison
        • GREATEST
        • LEAST
      • Conditional
        • COALESCE
        • IF_ELSE
        • NULL_IF
      • Date & Time
        • ADD_TIME_ZONE_OFFSET
        • DATE
        • DATE_ADD
        • DATE_DIFF
        • DATE_TRUNC
        • DAY
        • DAY_OF_WEEK
        • DAY_OF_YEAR
        • EXTRACT_TIMESTAMP
        • EXTRACT
        • FORMAT_DATETIME
        • FROM_ISO8601_DATE
        • FROM_UNIXTIME
        • HOUR
        • MILLISECOND
        • MINUTE
        • MONTH
        • QUARTER
        • RUN_END_TIME
        • RUN_START_TIME
        • SECOND
        • SUBTRACT_TIME_ZONE_OFFSET
        • TO_UNIX_EPOCH_MILLIS
        • TO_UNIX_EPOCH_SECONDS
        • TO_UNIXTIME
        • WEEK
        • YEAR_OF_WEEK
        • YEAR
      • Filter
        • IS_DUPLICATE
        • NOT
      • Interval
        • PARSE_DURATION
      • Mathematical
        • ABS
        • CBRT
        • CEIL
        • CEILING
        • DEGREES
        • EXP
        • FLOOR
        • GET_SHARD_NUMBER
        • LN
        • LOG
        • LOG2
        • LOG10
        • MOD
        • MODULO
        • POW
        • POWER
        • RADIANS
        • RAND
        • RANDOM
        • RECIPROCAL
        • ROUND
        • SIGN
        • SORT_VALUES
        • SQRT
        • TRUNCATE
      • Regular Expressions
        • REGEXP_EXTRACT
        • REGEXP_EXTRACT_ALL
        • REGEXP_LIKE
        • REGEX_MATCH_POSITION
        • REGEX_NAMED_GROUPS
        • REGEXP_REPLACE
      • Spatial
        • ST_DISTANCE
        • ST_WGS84_DISTANCE
        • WKT_SPATIAL_CONTAINS
        • WKT_SPATIAL_INTERSECT
      • String
        • BASE64_DECODE
        • BASE64_TO_HEX
        • BYTES_SUBSTRING
        • CONCAT
        • DATE
        • JOIN_ARRAYS
        • LENGTH
        • LOWER
        • LPAD
        • LTRIM
        • MD5
        • PARSE_DATETIME
        • REPLACE
        • REVERSE
        • RPAD
        • RTRIM
        • SHA1
        • SHA3_512
        • SHA256
        • SHA512
        • SORT_VALUES
        • SPLIT
        • SPLIT_TO_RECORD
        • STRING_FORMAT
        • STRIP_MARGIN
        • STRIP_PREFIX
        • STRIP_SUFFIX
        • STRPOS
        • SUBSTR
        • SUBSTRING
        • TRANSLATE
        • TRIM_CHARS
        • TRIM
        • UPPER
        • UUID_GENERATOR
        • XX_HASH
      • Structural
        • FROM_KEY_VALUE
        • GET_RANGE
        • JOIN_ALL_BY_KEY
        • JSON_PATH
        • JSON_TO_RECORD
        • MAP_WITH_INDEX
        • QUERY_STRING_TO_RECORD
        • RECORD_TO_JSON
        • SORT_BY
        • TO_ARRAY
        • ZIP_WITH_INDEX
        • ZIP
      • Trigonometric
        • COS
        • SIN
        • TAN
        • TANH
      • Type Conversion
        • CAST
        • CHR
        • DECIMAL_TO_HEX
        • HEX_TO_DECIMAL
        • TO_BIGINT
        • TO_DOUBLE
        • TO_STRING
      • URL
        • TOP_PRIVATE_DOMAIN
        • URL_DECODE
        • URL_ENCODE
        • URL_PARSER
    • Operators
      • Comparison
      • Conditional
        • CASE
      • Logical
      • Mathematical
      • String
  • MONITORING
    • Clusters
    • Datasets
      • Ingested Data
        • Column
      • Lineage
      • Data Violations
      • Statistics
      • Maintenance
        • Compactions
        • Expire Snapshots
        • Orphan Files
      • Columns
      • Partitions
      • Properties
    • Job Status
      • Stream & File Sources
        • Monitoring
        • Graphs
        • Lineage
        • Settings
      • CDC Sources
        • Monitoring
        • Replication Settings
        • Job Settings
    • System Catalog
      • Information Schema
        • Clusters
        • Columns
        • Connections
        • Jobs
        • Mirrors
        • Tables
        • Users
        • Views
      • Insights
        • job_output_column_stats
        • dataset_column_stats
      • Monitoring
        • CDC Status
        • Clusters
        • Expectations
        • Jobs
        • Partition Statistics
        • Recent Compactions
        • Running Queries
        • Table Statistics
      • Task Executions Table
  • GENERAL
    • Common SQL Syntax
    • View Entity Syntax
    • Keyboard Shortcuts
Powered by GitBook
On this page
  1. MONITORING
  2. Datasets
  3. Maintenance

Compactions

The Compactions tab is visible if you have used the Iceberg Table Optimizer to tune your tables, or are using Upsolver to ingest data to Iceberg.

To view Compactions, from Datasets, expand the navigation tree to display the table you want to view. If you are only using Upsolver to manage Iceberg tables you have created using another tool, you will only see the tables currently selected for optimization. If you have created pipelines using Upsolver, you will see all your datasets within the navigation tree.

Compactions

The Compactions table provides a wealth of information to help you understand where data is being written into your partitions, and where equality and position deletes are occurring.

Metric
Description

Partition

The partition containing some or all of its files undergoing compaction.

Start Time

The start time of the compaction process.

Status

The current status of the compaction process, which can either be Completed, Running, or Failed.

Data Files

The number of data files scheduled for compaction.

Data Files Size

The total size of data files scheduled for compaction.

Output Files

The projected number of data files after the compaction is complete.

In Progress Output Files

The number of target data files currently being compacted.

Successful Output Files

The number of target data files successfully compacted.

Skipped Output Files

The number of target data files aborted during compaction due to deletion applied after the compaction process has begun. The compaction will be rerun on its next schedule.

File Size Reduction

The size reduction achieved by the compaction process. Formula: (Data Files Size + Position Deletes File Size) - Written Bytes.

Equality Deletes Files

The number of equality deletes files to apply while compacting the data. Equality deletes files are files that contain delete commands by primary keys. During the compaction deletes files are being handled.

Equality Deletes Files Size

The total size of Equality Delete Files applied during compaction.

Position Deletes Files Size

The number of position deletes files to apply while compacting the data. Position deletes files are files that contain delete commands by data file name and index.

Read Rows

The number of rows to read from the data files.

Read Bytes

The size in bytes of rows read from the data files.

Written Rows

The number of rows written to the output data files during compaction.

Written Bytes

The size in bytes of data written to the output data files during compaction.

Run Time

The CPU time used for compacting the data. Upsolver parallelizes the compaction process up to the number of output files.

The Compactions tab includes a Search box to enable you to drill into one or more specific partitions that you want to view statistics for. Type in the name of the partition, or part-name for multiple partitions, and click Enter. You can also click on the Filter icon to find partitions matching specific metrics.

To explore your compaction metrics outside of Upsolver, optionally search or filter for the partitions you want to view, and click the Download icon to save the results to a CSV file.

The Compactions tab enables you view the size of your files and partitions.