#!/bin/bash db_file=games_anon.db #chosen_players="AaaarghBot Tiltak_Bot TakticianBot" chosen_players="" query() { query="(size == $1) and (result != '1-0') and (result != '0-1') and (result != '0-0') and (result != '1/2-1/2')" selct="" for player in $chosen_players; do selct="$selct(player_black == '$player') or (player_white == '$player') or " done; if [ -n "$selct" ]; then query="$query and (${selct:0:-4})" fi echo "SELECT $2 FROM games WHERE $query;" } extract() { size="$1" things="$2" if [ ! -f "data/$db_file" ]; then curl "https://www.playtak.com/games_anon.db" -o "data/$db_file" fi echo Extracing games of size "$size"... sqlite3 "data/$db_file" "$(query $size $things)" | shuf > "data/playtak-$size" } process() { size=$1 num_games=$2 fn=$3 ./pptdb "$size" "data/playtak-$size" > "data/check-$size" tail -n22 "data/check-$size" echo -ne "\tStripping overflows and illegal games... " grep -Fvxf "data/check-$size" "data/playtak-$size" > "data/good-playtak-$size-all" shuf "data/good-playtak-$size-all" > "data/good-playtak-$size" rm "data/good-playtak-$size-all" echo -en "Done.\n\tGenerating training data... " ./pptdb "$size" "data/good-playtak-$size" generate echo -en "\tChoosing $num_games of $(wc -l data/training-$size.csv | cut -d\ -f1) samples... " shuf -n $num_games "data/training-$size.csv" > "data/shuf-$size.csv" echo -en "Done.\n\tCompressing data... " mv "data/shuf-$size.csv" "data/$fn-$size.csv" if [ -f "data/$fn-$size.csv.zst" ]; then rm "data/$fn-$size.csv.zst" fi zstd --rm -13 "data/$fn-$size.csv" echo "Done, available in data/$fn-$size.csv.zst" } if [ ! -d data ]; then mkdir data fi make pptdb for size in 5; do echo extract $size notation,result process $size 1000000 training done