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deleting rows with foreign keys

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Here's my table:

                                        Table "public.tokens"
Column | Type | Modifiers -----------+----------------------------- +------------------------------------------------------------ token_idx | bigint | not null default nextval ('tokens_token_idx_seq'::regclass)
token     | character varying(140)      | not null
last_seen | timestamp without time zone | default now()
Indexes:
    "tokens_pkey" PRIMARY KEY, btree (token_idx)
    "tokens_token_key" UNIQUE, btree (token)


I have ~250K rows in this table.
the token_idx is referenced in two other tables, both of whom have a foreign key constraint to ON DELETE CASCADE. Of the other two tables, one has ~1M rows and the other ~350K rows. So they are both one to many relationships with many of the token table rows appearing in the other two.

Problem:
Deleting one row can take 2 seconds.

Is there something I can do to improve the speed. Locking the tables is an option as this is a maintenance procedure and not regular business. But I don't know that this will be useful or practical.


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