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114 changes: 91 additions & 23 deletions scripts/client.py
Original file line number Diff line number Diff line change
@@ -1,30 +1,98 @@
# Make a request to the active storage server.

# Example usage with minio and sum of uint32 sample data:
#
# python ./scripts/client.py \
# sum \
# --server http://localhost:8080 \
# --source http://localhost:9000 \
# --username minioadmin --password minioadmin \
# --bucket sample-data --object data-uint32.dat \
# --dtype uint32

import argparse
import http.client
import json
import requests
import numpy as np
import sys

request_data = {
'source': 'http://localhost:9000',
'bucket': 'sample-data',
'object': 'data-uint32.dat',
'dtype': 'uint32',
# All other fields assume their default values
}

if len(sys.argv) > 1:
reducer = sys.argv[1]
else:
reducer = 'min'

response = requests.post(
f'http://localhost:8080/v1/{reducer}',
json=request_data,
auth=('minioadmin', 'minioadmin')
)
print(response.content)
sum_result = np.frombuffer(response.content, dtype=response.headers['x-activestorage-dtype'])
shape = json.loads(response.headers['x-activestorage-shape'])
sum_result = sum_result.reshape(shape)
print(sum_result)

DTYPES = ["int32", "int64", "uint32", "uint64", "float32", "float64"]


def get_args() -> argparse.Namespace:
parser = argparse.ArgumentParser()
parser.add_argument("operation")
parser.add_argument("--server", required=True, type=str)
parser.add_argument("--source", required=True, type=str)
parser.add_argument("--username", required=True, type=str)
parser.add_argument("--password", required=True, type=str)
parser.add_argument("--bucket", required=True, type=str)
parser.add_argument("--object", required=True, type=str)
parser.add_argument("--dtype", required=True, type=str) #, choices=DTYPES) allow invalid
parser.add_argument("--offset", type=int)
parser.add_argument("--size", type=int)
parser.add_argument("--shape", type=str)
parser.add_argument("--order", default="C") #, choices=["C", "F"]) allow invalid for testing
parser.add_argument("--selection", type=str)
return parser.parse_args()


def build_request_data(args: argparse.Namespace) -> dict:
request_data = {
'source': args.source,
'bucket': args.bucket,
'object': args.object,
'dtype': args.dtype,
'offset': args.offset,
'size': args.size,
'order': args.order,
}
if args.shape:
request_data["shape"] = json.loads(args.shape)
if args.selection:
request_data["selection"] = json.loads(args.selection)
return {k: v for k, v in request_data.items() if v is not None}


def request(url: str, username: str, password: str, request_data: dict):
response = requests.post(
url,
json=request_data,
auth=(username, password)
)
return response


def display(response):
#print(response.content)
dtype = response.headers['x-activestorage-dtype']
shape = json.loads(response.headers['x-activestorage-shape'])
result = np.frombuffer(response.content, dtype=dtype)
result = result.reshape(shape)
print(result)


def display_error(response):
print(response.status_code, http.client.responses[response.status_code])
try:
print(json.dumps(response.json()))
except requests.exceptions.JSONDecodeError:
print(response.content)


def main():
args = get_args()
request_data = build_request_data(args)
url = f'{args.server}/v1/{args.operation}/'
response = request(url, args.username, args.password, request_data)
if response.ok:
display(response)
else:
display_error(response)
sys.exit(1)


if __name__ == "__main__":
main()