Extension 1.2.0: compare two filters field by field with deltas and
significance (two-proportion z, Welch's t, chi-square with validity
rules and plain sentences), distribution shift over time with PSI, a
pushed-down Pearson correlation matrix with sampled scatter and trend,
and crosstabs with chi-square and Cramer's V. Pure-Java statistics
checked against scipy reference values; the privacy guard, field access
and drills apply as for profiles.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
POST /tables/{table}/pivot (extension 1.1.0): up to 3 row and 2 column
dimensions with date buckets or nice numeric bins, fields from to-one
exposed joins, count/sum/avg/min/max/distinct/percentile measures,
totals, Other-merging by top-N, the privacy guard and a drill per cell.
FieldAnalysisAccessResolver maps fields to FULL / EXACT_MATCH_ONLY /
NONE (core secured-data tiers when present, FieldSecurityLock otherwise);
only FULL fields are analyzable, drills never name others, and exact-run
cache keys include the user's field-access fingerprint.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Every metric carries a plain-English label and a display-formatted value
(grouping, percent, the field's display format), histogram bins use nice
edges with formatted labels, date buckets are labelled by unit, warnings
appear only when true, and the Analyses home shows saved analyses,
watches and recent runs with honest empty states (and no mojibake).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
UI API extension data-analysis 1.0.0 (capabilities, column-profile,
distinct-values, table-profile, duplicates, runs) with typed
DataAnalysis*V1 schemas and the committed OpenAPI fragment. The analyze
permission is registered through core TableFeaturePermissionsMetaData.
CoreAnalysisBackend pushes percentiles, stddev, null/blank counts, numeric
and date buckets down through the RC.6 aggregate extensions; estimates
sample natively and scale counts, and the stand-in uses one primary-key
bound instead of an IN list. Builds against QQQ 4.1.0-RC.6.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The phase (b) analysis engine: typed results (metrics with drill
filters, charts as data), column and table profiles, distinct values and
duplicates, AnalysisSecurity (analyze permission, table READ, personalized
table and field security, analyzable/excluded fields), the effective
per-table config, the minimum group size guard, data versions, async exact
runs cached in data_analysis_run, and DataAnalysisService as the facade.
The AnalysisBackend port has an RC.5 stand-in that pushes down what core
supports today and streams the rest with row limits.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Repository standard (LICENSE, NOTICE, community pointers, CHANGELOG,
CLAUDE/AGENTS, dependabot, CircleCI with the configure-package-install
pre-step, the release-rc caller workflow, Maven wrapper, checkstyle,
JaCoCo gates, QQQ 4.1.0-RC.5). DataAnalysisQBitProducer and config, the
six data_analysis_ tables with standard permission rules and user record
locks, the analyze permission stand-in, the Analyses app home with real
counts, and the Postgres schema script.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
james.maes
