v0.10.1

Fix

• Patched histogrammar num_bins call for Bin histograms (b34fe70)

v0.10.0

Feature

• profiles: Custom profiles via registry pattern (d0eb98b)

Fix

• Protection against outliers in sparse histograms (#215) (10c3449)
• report: Traffic light flexbox on small screens (2faa7da)

Documentation

• synthetic: Update synthetic examples (#212) (84a9331)
• readme: Link profiles and comparisons page (17ac6d8)
• profiles: List the available profiles (#173) (15f78ec)

v0.9.0

Feature

• report: Enable the overview section by default (22b9cb6)
• report: Overview section for quickly navigating reports (f5736d4)
• report: Allow section without feature toggle (2484569)

Fix

• report: Consistent use of color red (453f3fe)
• report: Text contrast and consistent yellow traffic light (5d5c43c)

Documentation

• readme: Replace report image (8d363d5)
• synthetic: Add dataset overview table (8654347)
• datasets: Reference implementations for widely-used publicly available synthetic data streams (9988a13)

v0.8.0

Feature

• report: Heatmap time-series for categoricals (#194) (21c4ad1)
• Nd histogram comparisons and profiles (d572f7f)
• Dashboarding integration for Kibana (83b8869)
• Dashboarding integration for Kibana (4a9284f)
• config: Global configuration for ing_matplotlib_theme (c81e28f)

Fix

• Import histogrammar specialized (d70ab80)

Documentation

• config: Global configuration for ing_matplotlib_theme (6f4f20d)

Performance

• Directly use bin keys (9440897)
• Disable parallel processing by default (85d4407)
• Chi2 max residual using numpy (8596387)
• Performant data structure (ff72d6e)
• Short circuit any/all (63c2704)
• Optimize pull computation (ddf2e35)
• Postpone formatting (expensive for DataFrames) (7feaaae)
• Compute metrics without report (254564c)

v0.7.0

Feature

• Global configuration of joblib Parallel backend (3431cad)

Fix

• Prevent numpy warnings (9ec3b66)

Documentation

• config: Document global configuration (e546994)
• readme: Extend articles section (0ec0273)

v0.6.1

Fix

• plot: Fixing memory leak in matplotlib multithreading (cc6c4e1)

Documentation

• Include link to kedro-popmon (aff68b7)

v0.6.0

Feature

• comparisons: Introduce psi and jsd (c6a1ca7)
• comparisons: Introduce comparison registry (031c146)

Documentation

• comparisons: Add comparisons page (60967c9)
• Fix broken link (2b38fc6)
• rtd: Install popmon (e9c4610)

v0.5.0

Feature

• Improve pipeline visualization (bb09d73)

Fix

• Ensure uniqueness of apply_funcs_key (ba98c97)

Documentation

• rtd: Migrate config to v2 (a8d9f76)
• Refresh notebooks (#151) (0bccc7e)
• Pipeline visualizations in docs and notebooks (913bfb0)
• Changelog md syntax (b187d36)
• Specify requirements (e3f6b0a)

popmon v0.4.4

Release notes are available here.

popmon v0.4.3

Release notes are available here.