This change adds get_workload() to ImpalaTestSuite and removes it
from all test suites that already returned 'functional-query'.
get_workload() is also removed from CustomClusterTestSuite which
used to return 'tpch'.
All other changes besides impala_test_suite.py and
custom_cluster_test_suite.py are just mass removals of
get_workload() functions.
The behavior is only changed in custom cluster tests that didn't
override get_workload(). By returning 'functional-query' instead
of 'tpch', exploration_strategy() will no longer return 'core' in
'exhaustive' test runs. See IMPALA-3947 on why workload affected
exploration_strategy. An example for affected test is
TestCatalogHMSFailures which was skipped both in core and exhaustive
runs before this change.
get_workload() functions that return a different workload than
'functional-query' are not changed - it is possible that some of
these also don't handle exploration_strategy() as expected, but
individually checking these tests is out of scope in this patch.
Change-Id: I9ec6c41ffb3a30e1ea2de773626d1485c69fe115
Reviewed-on: http://gerrit.cloudera.org:8080/22726
Reviewed-by: Riza Suminto <riza.suminto@cloudera.com>
Reviewed-by: Daniel Becker <daniel.becker@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
This takes steps to make Python 2 behave like Python 3 as
a way to flush out issues with running on Python 3. Specifically,
it handles two main differences:
1. Python 3 requires absolute imports within packages. This
can be emulated via "from __future__ import absolute_import"
2. Python 3 changed division to "true" division that doesn't
round to an integer. This can be emulated via
"from __future__ import division"
This changes all Python files to add imports for absolute_import
and division. For completeness, this also includes print_function in the
import.
I scrutinized each old-division location and converted some locations
to use the integer division '//' operator if it needed an integer
result (e.g. for indices, counts of records, etc). Some code was also using
relative imports and needed to be adjusted to handle absolute_import.
This fixes all Pylint warnings about no-absolute-import and old-division,
and these warnings are now banned.
Testing:
- Ran core tests
Change-Id: Idb0fcbd11f3e8791f5951c4944be44fb580e576b
Reviewed-on: http://gerrit.cloudera.org:8080/19588
Reviewed-by: Joe McDonnell <joemcdonnell@cloudera.com>
Tested-by: Joe McDonnell <joemcdonnell@cloudera.com>
Re-enables tests under erasure coding, or provides more specific
exceptions.
Erasure coding uses multiple data blocks to construct a block group. Our
tests use RS-3-2-1024k, which includes 3 data blocks in a block group.
Each of these blocks is sized according to `dfs.block.size`, so block
groups by default hold up to 384MB of data.
Impala schedules work to executors based on blocks reported by HDFS,
which for EC actually represent block groups. So with default block
size, a file in EC has 1/3rd the number of schedulable blocks. In the
case of tpch.lineitem, this produces 2 parquet files instead of 3 and
reduces the number of executors scheduled to read parquet lineitem as
1. lineitem.tbl is loaded via Hive. With EC it uses 2 block groups,
without EC it uses 6 blocks.
2. parquet lineitem is created by select/insert from lineitem.tbl.
Impala schedules reads to executors based on available blocks, so
with EC this gets scheduled across 2 executors instead of 3 and each
executor writes a separate parquet file.
Change-Id: Ib452024993e35d5a8d2854c6b2085115b26e40df
Reviewed-on: http://gerrit.cloudera.org:8080/19172
Reviewed-by: Joe McDonnell <joemcdonnell@cloudera.com>
Tested-by: Joe McDonnell <joemcdonnell@cloudera.com>
Combines all SkipIf* classes for different filesystems into a single
SkipIfFS class. Many cases are simplified to 'not IS_HDFS', with the
rest as filesystem-specific special cases. The 'jira' option is removed
in favor of specific flags for each issue.
Change-Id: Ib928a6274baaaec45614887b9e762346a25812a1
Reviewed-on: http://gerrit.cloudera.org:8080/18781
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Adds Ozone as an alternative to hdfs in the minicluster. Select by
setting `export TARGET_FILESYSTEM=ozone`. With that flag,
run-mini-dfs.sh will start Ozone instead of HDFS. Requires a snapshot
because Ozone does not support HBase (HDDS-3589); snapshot loading
doesn't work yet primarily due to HDDS-5502.
Uses the o3fs interface because Ozone puts specific restrictions on
bucket names (no underscores, for instance), and it was a lot easier to
use an interface where everything is written to a single bucket than to
update all Impala's use of HDFS-style paths to make `test-warehouse` a
bucket inside a volume.
Specifies reduced Ozone client retries during shutdown where Ozone may
not be available.
Passes tests with FE_TEST=false BE_TEST=false.
Change-Id: Ibf8b0f7b2d685d8b011df1926e12bf5434b5a2be
Reviewed-on: http://gerrit.cloudera.org:8080/18738
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Reviewed-by: Joe McDonnell <joemcdonnell@cloudera.com>
This patch adds support for COS(Cloud Object Storage). Using the
hadoop-cos, the implementation is similar to other remote FileSystems.
New flags for COS:
- num_cos_io_threads: Number of COS I/O threads. Defaults to be 16.
Follow-up:
- Support for caching COS file handles will be addressed in
IMPALA-10772.
- test_concurrent_inserts and test_failing_inserts in
test_acid_stress.py are skipped due to slow file listing on
COS (IMPALA-10773).
Tests:
- Upload hdfs test data to a COS bucket. Modify all locations in HMS
DB to point to the COS bucket. Remove some hdfs caching params.
Run CORE tests.
Change-Id: Idce135a7591d1b4c74425e365525be3086a39821
Reviewed-on: http://gerrit.cloudera.org:8080/17503
Reviewed-by: Joe McDonnell <joemcdonnell@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
This patch adds support for GCS(Google Cloud Storage). Using the
gcs-connector, the implementation is similar to other remote
FileSystems.
New flags for GCS:
- num_gcs_io_threads: Number of GCS I/O threads. Defaults to be 16.
Follow-up:
- Support for spilling to GCS will be addressed in IMPALA-10561.
- Support for caching GCS file handles will be addressed in
IMPALA-10568.
- test_concurrent_inserts and test_failing_inserts in
test_acid_stress.py are skipped due to slow file listing on
GCS (IMPALA-10562).
- Some tests are skipped due to issues introduced by /etc/hosts setting
on GCE instances (IMPALA-10563).
Tests:
- Compile and create hdfs test data on a GCE instance. Upload test data
to a GCS bucket. Modify all locations in HMS DB to point to the GCS
bucket. Remove some hdfs caching params. Run CORE tests.
- Compile and load snapshot data to a GCS bucket. Run CORE tests.
Change-Id: Ia91ec956de3b620cccf6a1244b56b7da7a45b32b
Reviewed-on: http://gerrit.cloudera.org:8080/17121
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
HADOOP-15407 adds a new FileSystem implementation called "ABFS" for the
ADLS Gen2 service. It's in the hadoop-azure module as a replacement for
WASB. Filesystem semantics should be the same, so skipped tests and
other behavior changes have simply mirrored what is done for ADLS Gen1
by default. Tests skipped on ADLS Gen1 due to eventual consistency of
the Python client can be run against ADLS Gen2.
Change-Id: I5120b071760e7655e78902dce8483f8f54de445d
Reviewed-on: http://gerrit.cloudera.org:8080/11630
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
This adds support for aggregate resource limits at runtime, specified
via query options. If a query exceeds a limit it is terminated. The
checks are periodic so the query may go somewhat over the limits.
SCAN_BYTES_LIMIT is exposed as an advanced query option.
CPU_LIMIT_S is hidden as a development query option because it is flawed
- the CPU user/sys time is only updated upon thread completion, so in
many cases the limit will not take effect until well after the resources
have been used. IMPALA-7318 tracks enabling this.
Query profile is updated to include query wide and per backend metrics
for CPU and scanned bytes. Example from "select count(*) from
tpch_parquet.lineitem":
Per Node Peak Memory Usage: tarmstrong-box:22000(289.50 KB) tarmstrong-box:22001(249.50 KB) tarmstrong-box:22002(249.50 KB)
Per Node Bytes Read: tarmstrong-box:22000(100.00 KB) tarmstrong-box:22001(100.00 KB) tarmstrong-box:22002(100.00 KB)
Per Node User Time: tarmstrong-box:22000(40.000ms) tarmstrong-box:22001(32.000ms) tarmstrong-box:22002(24.000ms)
Per Node System Time: tarmstrong-box:22000(0.000ns) tarmstrong-box:22001(0.000ns) tarmstrong-box:22002(0.000ns)
- FiltersReceived: 0 (0)
- FinalizationTimer: 0.000ns
- NumBackends: 3 (3)
- NumFragmentInstances: 4 (4)
- NumFragments: 2 (2)
- TotalBytesRead: 300.00 KB (307200)
- TotalCpuTime: 96.000ms
Testing:
Added tests for various permutations for CPU_LIMIT_S and
SCAN_BYTES_LIMIT
Based on a previous patch by Mostafa Mokhtar
<mmokhtar@cloudera.com>
Change-Id: I3e85f80b70b3fce47e637e9322ed0316ee84f6a9
Reviewed-on: http://gerrit.cloudera.org:8080/11081
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
We temporarily disable the resource limits tests in the EC build to
make it pass. We also disable the tests marked with
"tuned_for_minicluster" in the EC build.
Cherry-picks: not for 2.x.
Change-Id: I0975b1a28b318625f853b612bdfea3a8adcd776e
Reviewed-on: http://gerrit.cloudera.org:8080/10804
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Adds two options: THREAD_RESERVATION_LIMIT and
THREAD_RESERVATION_AGGREGATE_LIMIT, which are both enforced by admission
control based on planner resource requirements and the schedule. The
mechanism used is the same as the minimum reservation checks.
THREAD_RESERVATION_LIMIT limits the total number of reserved threads in
fragments scheduled on a single backend.
THREAD_RESERVATION_AGGREGATE_LIMIT limits the sum of reserved threads
across all fragments.
This also slightly improves the minimum reservation error message to
include the host name.
Testing:
Added end-to-end tests that exercise the code paths.
Ran core tests.
Change-Id: I5b5bbbdad5cd6b24442eb6c99a4d38c2ad710007
Reviewed-on: http://gerrit.cloudera.org:8080/10365
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
