book-rec-with-LLMs / scripts /deploy /deploy_to_server.exp
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feat(v2.5): ItemCF direction weight, Swing recall, LGBMRanker
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#!/usr/bin/expect
set host "connect.nmb2.seetacloud.com"
set port "15054"
set user "root"
set password "9Dml+WZeqp5b"
set local_dir "."
set remote_dir "/root/autodl-tmp/book-rec-with-LLMs"
# 1. Create remote dir
spawn ssh -p $port $user@$host "mkdir -p $remote_dir/data/rec; mkdir -p $remote_dir/data/model/rec"
expect {
"password:" { send "$password\r" }
"continue connecting" { send "yes\r"; exp_continue }
}
expect eof
# 2. Sync src
spawn scp -P $port -r $local_dir/src $user@$host:$remote_dir/
expect {
"password:" { send "$password\r" }
}
expect eof
# 3. Sync scripts
spawn scp -P $port -r $local_dir/scripts $user@$host:$remote_dir/
expect {
"password:" { send "$password\r" }
}
expect eof
# 4. Sync requirements
spawn scp -P $port $local_dir/requirements.txt $user@$host:$remote_dir/
expect {
"password:" { send "$password\r" }
}
expect eof
# 5. Sync Data (Only needed files)
# We need: user_sequences.pkl, item_map.pkl, train.csv (maybe)
spawn scp -P $port $local_dir/data/rec/user_sequences.pkl $local_dir/data/rec/item_map.pkl $user@$host:$remote_dir/data/rec/
expect {
"password:" { send "$password\r" }
}
expect eof
puts "Deployment Complete!"