| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you under the Apache License, Version 2.0 (the |
| # "License"); you may not use this file except in compliance |
| # with the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, |
| # software distributed under the License is distributed on an |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| # KIND, either express or implied. See the License for the |
| # specific language governing permissions and limitations |
| # under the License. |
| |
| import requests |
| import json |
| import os |
| import pyarrow as pa |
| |
| |
| HOST = "http://localhost:8008/" |
| |
| JSON_FORMAT = "application/json" |
| ARROW_STREAM_FORMAT = "application/vnd.apache.arrow.stream" |
| |
| json_response = requests.get(HOST) |
| |
| response_status = json_response.status_code |
| if not response_status == 200: |
| raise ValueError(f"Expected response status 200, got {response_status}") |
| |
| content_type = json_response.headers.get("Content-Type", "") |
| if not content_type.startswith(JSON_FORMAT): |
| raise ValueError(f"Expected content type {JSON_FORMAT}, got {content_type}") |
| |
| print("Downloaded JSON file listing.") |
| |
| parsed_data = json_response.json() |
| uris = [file["uri"] for file in parsed_data["arrow_stream_files"]] |
| |
| if not all(uri.endswith(".arrows") for uri in uris): |
| raise ValueError(f"Some listed files do not have extension '.arrows'") |
| |
| print(f"Parsed JSON and found {len(uris)} Arrow stream files.") |
| |
| tables = {} |
| |
| for uri in uris: |
| arrow_response = requests.get(uri) |
| |
| response_status = arrow_response.status_code |
| if not response_status == 200: |
| raise ValueError(f"Expected response status 200, got {response_status}") |
| |
| content_type = arrow_response.headers.get("Content-Type", "") |
| if not content_type.startswith(ARROW_STREAM_FORMAT): |
| raise ValueError(f"Expected content type {ARROW_STREAM_FORMAT}, got {content_type}") |
| |
| filename = os.path.basename(uri) |
| |
| print(f"Downloaded file '{filename}'.") |
| |
| tablename = os.path.splitext(filename)[0] |
| with pa.ipc.open_stream(arrow_response.content) as reader: |
| tables[tablename] = reader.read_all() |
| |
| print(f"Loaded into in-memory Arrow table '{tablename}'.") |