Searchable chess positions in a Postgress DB

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Dear all,

As a hobby project, I am toying around with a database containing
about 5 million chess games. On average, these games have about 80
positions (~ 40 moves by both black and white), which means there are
about 400 million chess positions in there.

I have written code to extract these positions, and now I want to put
them into a Postgres database. Specifically, I want to do this in a
way that allows *fast* lookups of positions, e.g. "give me all
positions that have a White King on c4 and either a Black Bishop or
White Knight on f7".

Currently, my "Positions" table looks like this:

      Column       |  Type   | Modifiers
-------------------+---------+-----------
 gameindex         | integer | not null
 plyindex          | integer | not null
 pseudofenboard    | text    | not null
 fenside           | text    | not null
 fencastling       | text    | not null
 fenenpassant      | text    | not null
 possiblemovecount | integer | not null
 isincheck         | boolean | not null
Indexes:
    "positions_pkey" PRIMARY KEY, btree (gameindex, plyindex)
Foreign-key constraints:
    "positions_gameindex_fkey" FOREIGN KEY (gameindex) REFERENCES
games(gameindex)

The "PseudoFenBoard" field currently holds a string describing the
position. For example, the starting position of chess looks like this:

"rnbqkbnr/pppppppp/________/________/________/________/PPPPPPPP/RNBQKBNR"

This design allows me to formulate the kind of positional queries that
I want (by using regular expression matching), but executing them will
involve a slow, linear traversal of the 400M table rows, which is not
desirable.

I am toying around with the ugly idea to make a "Positions" table that
has a single field for each of the squares, e.g.

CREATE TABLE Position2 (
    GameIndex INTEGER NOT NULL,
    PlyIndex  INTEGER NOT NULL,
    a1        "char"  NOT NULL,
    a2        "char"  NOT NULL,
                                    -- (60 fields defs omitted)
    h7        "char"  NOT NULL,
    h8        "char"  NOT NULL
);

This would allow the creation of indices on each of the 64 fields
separately, which should help to achieve near-instantaneous position
query performance, especially after gathering proper statistics for
all the field-specific indices.

I realize that this design is quite ugly, so I would be interested to
hear if there are nicer alternatives that can perform equally well.

Also, above I use the 1-byte "char" type. Is this the only type in
PostGres that is guaranteed to be just a single byte, or are there
better alternatives? A 13-state enum would be best (listing the 6
white pieces, 6 black pieces, and 'empty' states for every square on
the board) but as I understand from the documentation, enums always up
take 4 bytes per entry.

Any ideas for improvement would be greatly appreciated.

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