python parse_replay_info.py
  --replays_paths $REPLAY_FOLDER_PATH_1$;$REPLAY_FOLDER_PATH_2$;...;$REPLAY_FOLDER_PATH_N$
  --save_path $SAVE_PATH$
  --n_instance [N_PROCESSES]
  --batch_size [BATCH_SIZE]

import json
from google.protobuf.json_format import Parse
from s2clientprotocol import sc2api_pb2 as sc_pb

with open(REPLAY_INFO_PATH) as f:
    info = json.load(f)
REPLAY_PATH = info['path']
REPLAY_INFO_PROTO = Parse(info['info'], sc_pb.ResponseReplayInfo())

python preprocess.py
  --infos_path $REPLAY_INFO_PATH$
  --save_path $SAVE_PATH$
  --min_duration [MIN_DURATION]
  --max_duration [MAX_DURATION]
  --min_apm [MIN_APM]
  --min_mmr [MIN_MMR]

[[REPLAY_PATH_1, REPLAY_INFO_PATH_1],
[REPLAY_PATH_2, REPLAY_INFO_PATH_2],
...,
[REPLAY_PATH_N, REPLAY_INFO_PATH_N]]

python extract_actions.py
  --hq_replay_set $PREFILTERED_REPLAY_LIST$
  --save_path $SAVE_PATH$
  --n_instance [N_PROCESSES]
  --batch_size [BATCH_SIZE]
  --step_mul [STEP_SIZE]
  --width [WORLD_WIDTH]
  --map_size [MAP_SIZE]

import json
from google.protobuf.json_format import Parse
from s2clientprotocol import sc2api_pb2 as sc_pb

with open(ACTION_PATH) as f:
    actions = json.load(f)

for actions_per_frame in actions:
    for action_str in actions_per_frame:
        action = Parse(action_str, sc_pb.Action())

python sample_actions.py
  --hq_replay_set $PREFILTERED_REPLAY_LIST$
  --parsed_replays $PARSED_REPLAYS$
  --infos_path $REPLAY_INFOS$
  --step_mul [STEP_SIZE]
  --skip [SKIP_FRAMES]

[FRAME_ID_1, FRAME_ID_2, ..., FRAME_ID_N]

python parse_replay.py
  --hq_replay_set $PREFILTERED_REPLAY_LIST$
  --save_path $SAVE_PATH$
  --n_instance [N_PROCESSES]
  --batch_size [BATCH_SIZE]
  --width [WORLD_WIDTH]
  --map_size [MAP_SIZE]

import json
from google.protobuf.json_format import Parse
from s2clientprotocol import sc2api_pb2 as sc_pb

with open(GLOBAL_INFO_PATH) as f:
    global_info = json.load(f)
GAME_INFO = Parse(global_info['game_info'], sc_pb.ResponseGameInfo())
DATA_RAW  = Parse(global_info['data_raw'], sc_pb.ResponseData())

import stream
from s2clientprotocol import sc2api_pb2 as sc_pb
OBS =  [obs for obs in stream.parse(SAMPLED_OBSERVATION_PATH), sc_pb.ResponseObservation]

python replay2global_features.py
  --hq_replay_set $PREFILTERED_REPLAY_LIST$
  --parsed_replay_path: $PARSED_REPLAYS$
  --step_mul [STEP_SIZE]

[state_1, state_2, ..., state_N]
state_t = {...} [READ THE REST OF THE CODE]
``` ### Построение датасета
```sh
cd extract_features

python replay_stat.py
    --hq_replay_path $PREFILTERED_REPLAY_FOLDER$
    --parsed_replay_path $PARSED_REPLAYS$
    --race [RACE]

python split.py
  --hq_replay_set $PREFILTERED_REPLAY_LIST$
  --root $ROOT_PARSED_REPLAYS$
  --parsed_replay_path $PARSED_REPLAYS$
  --save_path $SAVE_PATH$
  --ratio [TRAIN:VAL:TEST]
  --seed [RANDOM_SEED]