import numpy as np
from csst_dag import CSST_DAG_LIST, Redis, dump_message_list
from csst_dag.constants import MSC_MBI_CHIPID
from csst_dfs_client import level0

# set BATCH_ID and DATASET
BATCH_ID = "msc-ooc-v20241219-rdx-naoc-v1"
DATASET = "msc-ooc-v20241219"
LOCATION = "naoc"

# query for data in DFS
result = level0.find(
    dataset=DATASET,
    file_type="SCI",
)
print(result)

for _ in result.data:
    print(_.obs_id, _.detector_no)


# get DAG
dag = CSST_DAG_LIST.get("csst-msc-l1-mbi")

# generate messages
message_list = []
for _ in result.data:
    this_obsid = _.obs_id
    this_chipid = _.detector_no
    this_message = dag.gen_message(
        batch_id=BATCH_ID,
        dataset=DATASET,
        obsid=this_obsid,
        chipid=this_chipid,
    )
    message_list.append(this_message)


# setup redis
r = Redis(location=LOCATION)

# push messages to redis
for msg in message_list:
    r.push(msg)

print(f" N_message = {len(message_list)}")
print(f" N_in_redis = {len(r.get_all())}")

# ===============================================================
# dump messages
dump_message_list(message_list, path=f"batch/msc-v093/msc-v093.{BATCH_ID}")

# re-process?
# read messages
with open(f"batch/msc-v093/C9_W1_Phot.{BATCH_ID}.messages", "r") as f:
    message_list = [_.strip() for _ in f.readlines()]
for msg in message_list[20:30]:
    r.push(msg)

print(f" N_message = {len(message_list)}")
print(f" N_in_redis = {len(r.get_all())}")