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fix: Address performance regression introduced in #11785 #20893

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john-bodley
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@john-bodley john-bodley commented Jul 27, 2022

SUMMARY

This PR fixes a SQL Lab performance regression introduced in https://github.com/apache/superset/pull/11785—a mere two years ago—which impacts the populating the tables in the SQL Lab LHS.

Specially at Airbnb for the Presto database the following line

dataset_tables = {table.name: table for table in database.tables} 

would take over 5 seconds to execute given we have over 100,000 tables registered with said database in Superset. The fix is to bypass the SQLAlchemy ORM and fetch only the subset of relevant tables using the SQLAlchemy Query API. The resulting refactor reduced the statement execution time down to << 0.01 seconds.

BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF

TESTING INSTRUCTIONS

CI.

ADDITIONAL INFORMATION

  • Has associated issue:
  • Required feature flags:
  • Changes UI
  • Includes DB Migration (follow approval process in SIP-59)
    • Migration is atomic, supports rollback & is backwards-compatible
    • Confirm DB migration upgrade and downgrade tested
    • Runtime estimates and downtime expectations provided
  • Introduces new feature or API
  • Removes existing feature or API

if not self.schema:
return self.table_name
return "{}.{}".format(self.schema, self.table_name)
return self.schema + "." + self.table_name if self.schema else self.table_name
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The logic needed to be translated into a function that SQLAlchemy could understand as we're using this hybrid property as a filter.

@john-bodley john-bodley force-pushed the john-bodley--optimize-sqllab-table-metadata branch from 422a29d to 37a19c4 Compare July 27, 2022 23:19
@john-bodley john-bodley marked this pull request as ready for review July 27, 2022 23:52
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codecov bot commented Jul 28, 2022

Codecov Report

Merging #20893 (e738f8c) into master (383313b) will decrease coverage by 11.47%.
The diff coverage is 78.57%.

❗ Current head e738f8c differs from pull request most recent head a9d2e54. Consider uploading reports for the commit a9d2e54 to get more accurate results

@@             Coverage Diff             @@
##           master   #20893       +/-   ##
===========================================
- Coverage   66.27%   54.80%   -11.48%     
===========================================
  Files        1758     1758               
  Lines       67072    67072               
  Branches     7122     7122               
===========================================
- Hits        44453    36759     -7694     
- Misses      20800    28494     +7694     
  Partials     1819     1819               
Flag Coverage Δ
hive 53.25% <64.28%> (+<0.01%) ⬆️
mysql ?
postgres ?
presto 53.15% <64.28%> (+<0.01%) ⬆️
python 57.84% <78.57%> (-23.72%) ⬇️
sqlite ?
unit 50.25% <78.57%> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
superset/dashboards/api.py 51.15% <0.00%> (-41.33%) ⬇️
superset/views/core.py 34.39% <0.00%> (-41.20%) ⬇️
superset/connectors/sqla/models.py 77.85% <100.00%> (-12.49%) ⬇️
superset/models/sql_lab.py 74.16% <100.00%> (-4.59%) ⬇️
superset/utils/core.py 62.88% <100.00%> (-27.35%) ⬇️
superset/utils/dashboard_import_export.py 0.00% <0.00%> (-100.00%) ⬇️
superset/key_value/commands/update.py 0.00% <0.00%> (-88.89%) ⬇️
superset/key_value/commands/delete.py 0.00% <0.00%> (-85.30%) ⬇️
superset/key_value/commands/delete_expired.py 0.00% <0.00%> (-80.77%) ⬇️
superset/dashboards/commands/importers/v0.py 15.62% <0.00%> (-76.25%) ⬇️
... and 283 more

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@john-bodley john-bodley force-pushed the john-bodley--optimize-sqllab-table-metadata branch 2 times, most recently from 25dbfcd to 64e5572 Compare July 28, 2022 04:28
@pull-request-size pull-request-size bot added size/M and removed size/S labels Jul 28, 2022
@john-bodley john-bodley force-pushed the john-bodley--optimize-sqllab-table-metadata branch from 64e5572 to a9d2e54 Compare July 28, 2022 04:56
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thanks for the fix!

@john-bodley john-bodley merged commit 50d2e5a into apache:master Jul 29, 2022
@john-bodley john-bodley deleted the john-bodley--optimize-sqllab-table-metadata branch July 29, 2022 05:56
@mistercrunch mistercrunch added 🏷️ bot A label used by `supersetbot` to keep track of which PR where auto-tagged with release labels 🚢 2.1.0 and removed 🚢 2.1.3 labels Mar 13, 2024
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4 participants