From 6141ca12b7657ddc1856de0f4b16ff4b17382a40 Mon Sep 17 00:00:00 2001 From: Michaela Date: Tue, 16 Feb 2021 09:30:44 +1000 Subject: [PATCH] No sign requests --- examples/example.py | 12 ------- examples/sondehub.ipynb | 76 ++++++++++++++++++++++------------------- pyproject.toml | 2 +- sondehub/__init__.py | 6 ++-- 4 files changed, 45 insertions(+), 51 deletions(-) diff --git a/examples/example.py b/examples/example.py index 2ebfe6d..703511f 100644 --- a/examples/example.py +++ b/examples/example.py @@ -1,16 +1,4 @@ import sondehub from multiprocessing import Queue -# def on_message(message): -# print(f"{message['serial']} - {message['alt']}") - -# test = sondehub.Stream(on_message=on_message) -# while 1: -# pass print(sondehub.download(serial="S1120364")) -#print(sondehub.download(datetime_prefix="2021-02-04T02:19")) -# tasks_to_accomplish = Queue() -# blah = Queue() -# tasks_to_accomplish.put(("sondehub-open-data","serial/S1120364/2020-10-18T01:10:12.152254Z-5fb87ccb-7a0e-4975-b39f-593e19bc2bcd.json")) - -# print(sondehub.parallel_download(tasks_to_accomplish,blah)) \ No newline at end of file diff --git a/examples/sondehub.ipynb b/examples/sondehub.ipynb index 1be4f13..de5470f 100644 --- a/examples/sondehub.ipynb +++ b/examples/sondehub.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "internal-russell", + "id": "stuffed-projection", "metadata": {}, "source": [ "# Python Prerequisites\n", @@ -13,7 +13,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "wanted-zambia", + "id": "accomplished-brick", "metadata": { "scrolled": true }, @@ -23,11 +23,11 @@ "output_type": "stream", "text": [ "Requirement already satisfied: sondehub in /usr/local/lib/python3.9/site-packages (0.1.7)\n", - "Requirement already satisfied: boto3<2.0.0,>=1.14.44 in /usr/local/lib/python3.9/site-packages (from sondehub) (1.17.5)\n", "Requirement already satisfied: paho-mqtt<2.0.0,>=1.5.1 in /usr/local/lib/python3.9/site-packages (from sondehub) (1.5.1)\n", - "Requirement already satisfied: jmespath<1.0.0,>=0.7.1 in /usr/local/lib/python3.9/site-packages (from boto3<2.0.0,>=1.14.44->sondehub) (0.10.0)\n", - "Requirement already satisfied: s3transfer<0.4.0,>=0.3.0 in /usr/local/lib/python3.9/site-packages (from boto3<2.0.0,>=1.14.44->sondehub) (0.3.4)\n", + "Requirement already satisfied: boto3<2.0.0,>=1.14.44 in /usr/local/lib/python3.9/site-packages (from sondehub) (1.17.5)\n", "Requirement already satisfied: botocore<1.21.0,>=1.20.5 in /usr/local/lib/python3.9/site-packages (from boto3<2.0.0,>=1.14.44->sondehub) (1.20.5)\n", + "Requirement already satisfied: s3transfer<0.4.0,>=0.3.0 in /usr/local/lib/python3.9/site-packages (from boto3<2.0.0,>=1.14.44->sondehub) (0.3.4)\n", + "Requirement already satisfied: jmespath<1.0.0,>=0.7.1 in /usr/local/lib/python3.9/site-packages (from boto3<2.0.0,>=1.14.44->sondehub) (0.10.0)\n", "Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /usr/local/lib/python3.9/site-packages (from botocore<1.21.0,>=1.20.5->boto3<2.0.0,>=1.14.44->sondehub) (2.8.1)\n", "Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/local/lib/python3.9/site-packages (from botocore<1.21.0,>=1.20.5->boto3<2.0.0,>=1.14.44->sondehub) (1.26.2)\n", "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.9/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.21.0,>=1.20.5->boto3<2.0.0,>=1.14.44->sondehub) (1.15.0)\n", @@ -44,7 +44,7 @@ }, { "cell_type": "markdown", - "id": "velvet-valley", + "id": "wound-chancellor", "metadata": {}, "source": [ "# Imports\n", @@ -53,8 +53,8 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "attractive-korea", + "execution_count": 2, + "id": "confused-procurement", "metadata": {}, "outputs": [], "source": [ @@ -71,7 +71,7 @@ }, { "cell_type": "markdown", - "id": "seventh-democrat", + "id": "alpha-gabriel", "metadata": {}, "source": [ "# Download data\n", @@ -82,8 +82,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "involved-chorus", + "execution_count": 3, + "id": "divided-bronze", "metadata": {}, "outputs": [], "source": [ @@ -94,7 +94,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "returning-bread", + "id": "ordered-connecticut", "metadata": {}, "outputs": [ { @@ -140,7 +140,7 @@ }, { "cell_type": "markdown", - "id": "addressed-superior", + "id": "outstanding-tradition", "metadata": {}, "source": [ "# Parse data\n", @@ -151,52 +151,56 @@ }, { "cell_type": "code", - "execution_count": 37, - "id": "liquid-draft", + "execution_count": 7, + "id": "native-undergraduate", "metadata": {}, "outputs": [], "source": [ "data = np.array(\n", " [\n", - " [datetime.datetime.strptime(each['datetime'], \"%Y-%m-%dT%H:%M:%S.%fZ\"), each['alt'], each['snr'] if 'snr' in each else None]\n", - " for each in radiosonde\n", + " [datetime.datetime.strptime(each['datetime'], \"%Y-%m-%dT%H:%M:%S.%fZ\"), each['alt'], each['snr'] if 'snr' in each else None, each['uploader_callsign'] if 'uploader_callsign' in each else None]\n", + " for each in radiosonde if each['uploader_callsign'] == 'AREG_AUTO_RX'\n", " ]\n", ")" ] }, { "cell_type": "code", - "execution_count": 46, - "id": "polish-heritage", + "execution_count": 9, + "id": "casual-terrace", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[datetime.datetime(2021, 2, 9, 22, 30, 16, 1000), -6.80747, 7.8],\n", - " [datetime.datetime(2021, 2, 9, 22, 30, 18, 179618), '-4', None],\n", - " [datetime.datetime(2021, 2, 9, 22, 30, 28, 1000), -7.21371, 10.3],\n", + "array([[datetime.datetime(2021, 2, 9, 22, 30, 16, 1000), -6.80747, 7.8,\n", + " 'AREG_AUTO_RX'],\n", + " [datetime.datetime(2021, 2, 9, 22, 30, 18, 179618), '-4', None,\n", + " 'AREG_AUTO_RX'],\n", + " [datetime.datetime(2021, 2, 9, 22, 30, 28, 1000), -7.21371, 10.3,\n", + " 'AREG_AUTO_RX'],\n", " ...,\n", - " [datetime.datetime(2021, 2, 10, 4, 43, 0, 118196), '277', None],\n", - " [datetime.datetime(2021, 2, 10, 4, 43, 30, 212890), '277', None],\n", - " [datetime.datetime(2021, 2, 10, 4, 44, 0, 188437), '277', None]],\n", - " dtype=object)" + " [datetime.datetime(2021, 2, 10, 1, 29, 18), 1333.96621, 7.5,\n", + " 'AREG_AUTO_RX'],\n", + " [datetime.datetime(2021, 2, 10, 1, 29, 35, 160183), '1333', None,\n", + " 'AREG_AUTO_RX'],\n", + " [datetime.datetime(2021, 2, 10, 1, 29, 35, 160183), '1333', None,\n", + " 'AREG_AUTO_RX']], dtype=object)" ] }, - "execution_count": 46, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = data[np.argsort(data[:, 0])] # order the data by the datetime\n", - "\n", "data # have a look at the data" ] }, { "cell_type": "markdown", - "id": "lesbian-halifax", + "id": "demographic-condition", "metadata": {}, "source": [ "# Graph the data" @@ -204,13 +208,13 @@ }, { "cell_type": "code", - "execution_count": 47, - "id": "working-membrane", + "execution_count": 10, + "id": "casual-repository", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -232,13 +236,13 @@ }, { "cell_type": "code", - "execution_count": 49, - "id": "rational-maldives", + "execution_count": 11, + "id": "north-glossary", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -272,7 +276,7 @@ { "cell_type": "code", "execution_count": null, - "id": "clean-tractor", + "id": "threaded-grill", "metadata": {}, "outputs": [], "source": [] diff --git a/pyproject.toml b/pyproject.toml index 559bbff..db94dc6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "sondehub" -version = "0.1.7" +version = "0.1.8" description = "SDK to access SondeHub open data" authors = ["Michaela "] readme = "README.md" diff --git a/sondehub/__init__.py b/sondehub/__init__.py index f76fd29..7e62889 100644 --- a/sondehub/__init__.py +++ b/sondehub/__init__.py @@ -3,6 +3,8 @@ from urllib.parse import urlparse import http.client import json import boto3 +from botocore import UNSIGNED +from botocore.config import Config import sys import threading from queue import Queue @@ -93,7 +95,7 @@ class Downloader(threading.Thread): super().__init__(*args, **kwargs) def run(self): - s3 = boto3.client("s3") + s3 = boto3.client("s3", config=Config(signature_version=UNSIGNED)) while True: try: task = self.tasks_to_accomplish.get_nowait() @@ -117,7 +119,7 @@ def download(serial=None, datetime_prefix=None, debug=False): else: prefix_filter = "date/" - s3 = boto3.resource("s3") + s3 = boto3.resource("s3", config=Config(signature_version=UNSIGNED)) bucket = s3.Bucket(S3_BUCKET) data = []