Lyrebird · Realistic synthetic test databases, generated fully offline

MySQL · Chinook

PlaylistTrack

Source rows
8,715
Synthetic rows
8,715
Broken foreign keys
0
Rows equal to a source row
Keys only

References: PlaylistId → PlaylistTrackId → Track

Rows

Both databases, first rows by primary key, in one table: scrolling sideways moves them together. Rows at the same position are unrelated, unless the table holds kept reference data. Long values are cut at 60 characters.

PlaylistId keyTrackId key
Source database · 12 of 8,715 rows
11
12
13
14
15
16
17
18
19
110
111
112
Synthetic database · 12 of 8,715 rows
11
12
13
14
15
16
17
18
19
110
111
112

Column by column

Each figure is computed from all rows of both databases in the same way. S is the source, Y the synthetic copy. Difference runs from 0 (same distribution) to 1 (no overlap): Kolmogorov-Smirnov for numbers and times, total variation for columns with few values. Personal columns are meant to differ, so they show how many values also appear in the source instead. Lyrebird draws names from built-in lists, not from the source, so common names can match.

Column Model read it as How it was generated Empty Distinct Range or length Most common Difference
PlaylistIdint record key Generated together with related columns S 0%
Y 0%
S 14
Y 14
S 1 → 18
Y 1 → 18
S 1 37.8% · 8 37.8% · 5 16.9% · 3 2.4% · 10 2.4% · 12 0.9%
Y 1 37.8% · 8 37.8% · 5 16.9% · 3 2.4% · 10 2.4% · 12 0.9%
—
TrackIdint record key Generated together with related columns S 0%
Y 0%
S 3,503
Y 3,503
S 1 → 3503
Y 1 → 3503
S —
Y —
—