Version 4.1.0
Released on 2020/01/15.
Note
If you are upgrading a cluster, you must be running CrateDB 4.0.2 or higher before you upgrade to 4.1.0.
We recommend that you upgrade to the latest 4.0 release before moving to 4.1.0.
A rolling upgrade to 4.1.0 from 4.0.2+ is supported.
Before upgrading, you should back up your data.
Table of Contents
Breaking Changes
Changed arithmetic operations
*
,+
, and-
of typesinteger
andbigint
to throw an exception instead of rolling over from positive to negative or the other way around.Remap CrateDB object array data type from the PostgreSQL JSON to JSON array type. That might effect some drivers that use the PostgreSQL wire protocol to insert data into tables with object array typed columns. For instance, when using the
Npgsql
driver, it is not longer possible to insert an array of objects into a column of the object array data type by using the parameter of a SQL statement that has the JSON data type and an array of CLR as its value. Instead, use a string array with JSON strings that represent the objects. See theNpgsql
documentation for more details.Changed how columns of type geo_point are being communicated to PostgreSQL clients.
Before, clients were told that those columns are double arrays. Now, they are correctly mapped to the PostgreSQL
point
type. This means that applications using clients likeJDBC
will have to be adapted to usePgPoint
. (See Geometric DataTypes in JDBC)Changed the behavior of
unnest
to fully unnest multi dimensional arrays to their innermost type to be compatible with PostgreSQL.
Deprecations
- Deprecated the
node.store.allow_mmapfs
setting in favour of node.store.allow_mmap.
Changes
Resiliency improvements
Allow user to limit the number of threads on a single shard that may be merging at once via the merge.scheduler.max_thread_count table parameter.
Some
ALTER TABLE
operations now internally invoke a single cluster state update instead of multiple cluster state updates. This change improves resiliency because there is no longer a window where the cluster state could be inconsistent.Changed the default garbage collector from Concurrent Mark Sweep to G1GC. This should lead to shorter GC pauses.
Added a dynamic bulk sizing mechanism that should prevent
INSERT INTO ... FROM query
operations from running into out-of-memory errors when the individual records of a table are large.Added the cluster.routing.allocation.total_shards_per_node setting.
Performance improvements
Optimized
SELECT DISTINCT .. LIMIT n
queries. On high cardinality columns, these types of queries now execute up to 200% faster and use less memory.The optimizer now utilizes internal statistics to approximate the number of rows returned by various parts of a query plan. This should result in more efficient execution plans for joins.
Reduced recovery time by sending file-chunks concurrently. This change only applies when transport communication is secured or compressed. The number of chunks is controlled by the indices.recovery.max_concurrent_file_chunks setting.
Added an optimization that allows
WHERE
clauses on top of derived tables containing table functions to run more efficiently in some cases.Allow user to control how table data is stored and accessed on a disk via the store.type table parameter and node.store.allow_mmap node setting.
Changed the default table data store type from
mmapfs
tohybridfs
.
SQL Standard and PostgreSQL compatibility improvements
Window function extensions
Added support for the lag and lead window functions as enterprise features.
Added support for
ROWS
frame definitions in the context of window functions window definitions.Added support for the named window definition. This change allows a user to define a list of window definitions in the WINDOW clause that can be referenced in OVER clauses.
Added support for
offset PRECEDING
andoffset FOLLOWING
window definitions.
Functions and operators
Added support for the ALL operator for array and subquery comparisons.
Added a PG_GET_KEYWORDS table function.
Extended CONCAT to do implicit casts, so that calls like
SELECT 't' || 5
are supported.Added support for casting values of type
object
totext
. This casting will cause the object to be converted to a JSON string.Added support for casting to geo_point, geo_shape and object array data types.
For example:
cast(['POINT(2 3)','POINT(1 3)'] AS array(geo_point))
Added the PG_TYPEOF system function.
Added the INTERVAL data type and extended pg_catalog.generate_series(start, stop, [step]) to work with timestamps and the new INTERVAL type.
Added TIMEZONE scalar function.
Added AT TIME ZONE syntax.
Added support for the operator ILIKE, the case insensitive complement to
LIKE
.Added support for CIDR notation comparisons through special purpose operator
<<
associated with type IP.Statements like
192.168.0.0 << 192.168.0.1/24
evaluate as true, meaningSELECT ip FROM ips_table WHERE ip << 192.168.0.1/24
returns matching IP addresses.
New statements and clauses
Added a ANALYZE command that can be used to update statistical data about the contents of the tables in the CrateDB cluster. This data is visible in a newly added pg_stats table.
Added a PROMOTE REPLICA subcommand to ALTER TABLE.
Added support for the filter clause in aggregate expressions and window functions that are aggregates.
Added support for using VALUES as a top-level relation.
Observability improvements
Added a
failures
column to the sys.snapshots table.Improved the error messages that were returned if a relation or schema is not found.
The error messages may now include suggestions for similarly named tables, which should make typos more apparent and help users figure out they are missing double quotes (e.g., when a table name contains upper case letters).
Added a
seq_no_stats
and atranslog_stats
column to the sys.shards table.Added new system table sys.segments which contains information about the Lucene segments of a shard.
Added a
node
column to sys.jobs_log.Statements containing limits, filters, window functions, or table functions will now be labelled accordingly in Jobs metrics.
Others
Changed the default for write.wait_for_active_shards from
ALL
to1
. This update improves the out of the box experience by allowing a subset of nodes to become unavailable without blocking write operations. See the documentation linked above for more details about the implications.Added
phonetic
token filter with following encoders:metaphone
,double_metaphone
,soundex
,refined_soundex
,caverphone1
,caverphone2
,cologne
,nysiis
,koelnerphonetik
,haasephonetik
,beider_morse
, anddaitch_mokotoff
.Removed a restriction for predicates in the
WHERE
clause involving partitioned columns, which could result in a failure response with the message:logical conjunction of the conditions in the WHERE clause which involve partitioned columns led to a query that can't be executed
.Support implicit object creation in update statements. For example,
UPDATE t SET obj['x'] = 10
will now implicitly setobj
to{obj: {x: 10}}
on rows whereobj
wasnull
.Added the codec parameter to CREATE TABLE to control the compression algorithm used to store data.
The
node
argument of the REROUTE commands of ALTER TABLE can now either be the ID or the name of a node.Added support for the PostgreSQL array string literal notation.