Lyrebird · Realistic synthetic test databases, generated fully offline

PostgreSQL · Pagila

inventory

Source rows
4,581
Synthetic rows
4,581
Broken foreign keys
0
Rows equal to a source row
Keys only

References: film_id → filmstore_id → store

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.

inventory_id keyfilm_idstore_idlast_update
Source database · 12 of 4,581 rows
1112022-02-15 10:09:17+00:00
2112022-02-15 10:09:17+00:00
3112022-02-15 10:09:17+00:00
4112022-02-15 10:09:17+00:00
5122022-02-15 10:09:17+00:00
6122022-02-15 10:09:17+00:00
7122022-02-15 10:09:17+00:00
8122022-02-15 10:09:17+00:00
9222022-02-15 10:09:17+00:00
10222022-02-15 10:09:17+00:00
11222022-02-15 10:09:17+00:00
12322022-02-15 10:09:17+00:00
Synthetic database · 12 of 4,581 rows
187512022-02-15 10:09:17+00:00
292712022-02-15 10:09:17+00:00
361412022-02-15 10:09:17+00:00
439612022-02-15 10:09:17+00:00
548412022-02-15 10:09:17+00:00
642612022-02-15 10:09:17+00:00
785112022-02-15 10:09:17+00:00
825112022-02-15 10:09:17+00:00
918912022-02-15 10:09:17+00:00
102412022-02-15 10:09:17+00:00
1120412022-02-15 10:09:17+00:00
12612022-02-15 10:09:17+00:00

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
inventory_idinteger record key New key values S 0%
Y 0%
S 4,581
Y 4,581
S 1 → 4581
Y 1 → 4581
S —
Y —
—
film_idinteger record key Foreign key, from the measured relationship S 0%
Y 0%
S 958
Y 958
S 1 → 1000
Y 1 → 1000
S —
Y —
0 KS
store_idinteger record key Foreign key, from the measured relationship S 0%
Y 0%
S 2
Y 2
S 1 → 2
Y 1 → 2
S 2 50.4% · 1 49.6%
Y 2 50.4% · 1 49.6%
0 KS
last_updatetimestamp with time zone lifecycle timestamp Times from the measured distribution S 0%
Y 0%
S 1
Y 1
S 2022-02-15 10:09:17+00:00 → 2022-02-15 10:09:17+00:00
Y 2022-02-15 10:09:17+00:00 → 2022-02-15 10:09:17+00:00
S 2022-02-15 10:09:17+00:00 100%
Y 2022-02-15 10:09:17+00:00 100%
0 KS