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286 lines
7.3 KiB
Markdown
286 lines
7.3 KiB
Markdown
# Weather Web-Scraper
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A backend that scrapes italian weather websites to collect and compare weather
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information for Pisa, and serve them as an API for a frontend that doesn't yet
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exist
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## Usage
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<details>
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<summary>NixOS-specific setup</summary>
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In case you're using NixOS, you might have some trouble make `puppeteer` work,
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as `puppeteer` ships with its own copy of chromium, which has dynamic libraries.
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Dynamic libraries do not work on NixOS, and we must work around this to make
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puppeteer work. To do this, we first install separately chromium, and then tell
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`puppeteer` to use this chromium instead of its own
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You can either globally install chromium, and then get its path with
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`which chromium`, OR...
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You can temporarily install it on a nix-shell, and this will put chromium in the
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stor until the next garbage collection. Of course this is a dirty way of solving
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this problem because you'd be using a chromium which isn't technically installed
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on your system, and it will disappear once you garbage collect, but it's also
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true that I don't really want chromium installed on my system sooooo... choose
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your poison
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Once you have chromium installed (or at least present in the nix store), get its
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path (with `which chromium` if it's installed or in some hacky way otherwise),
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and edit the `.env` file accordingly (remember to set `ON_NIX` to true as well)
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</details>
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Install the dependencies with
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```bash
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npm install
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```
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and then start the backend with
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```bash
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npm run serve
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```
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The backend will listen on the default port (3000) unless specified otherwise in
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the `.env` file.
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The only available endpoint is `/` which returns the latest update for the
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scraped data, in an object containing the data from all the sources, as well as
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the timestamp of the update.
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The script scrapes the weather forecast from the implemented sources (see the
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table below) and returns an object with the following fields:
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- **today:** an object with elements from the hour after the current one to
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23, of type `hourly` (see below)
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- **tomorrow:** an object with elements from hours 0 to 23, of type `hourly`
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(see below)
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- **dayAfterTomorrow:** an object with elements from hours 0 to 23, of type
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`hourly` (see below)
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- **week:** an object with days 0 to 6, of type `daily`
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- **format:** an object specifying the meaning of `hourly` and `daily` type
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for the objects above
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The keys for `today`, `tomorrow` and `dayAfterTomorrow` are intended as hours
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where `0` refers to the time from 0:00 to 0:59, and `23` refers to the time from
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23:00 to 23:59.
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The keys for the `week` entry are intended as an offset from today. That is, the
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object at `0` will be the results for today, the object at `1` will be the
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results for tomorrow, and the object at `6` will be the results for 6 days from
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now
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Each source has its own format and they are specified below in the sources
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section (as well as in the object returned by the scraper)
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### Sources
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These are the sources that are currently implemented or will be implemented
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eventually, together with the current level of implementation
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```
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✅ = implemented
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🚧 = partially implemented
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⛔️ = Not implemented
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```
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| Source | Status | Comments |
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| ---------------------------------------------- | ------ | ----------------------------------------------- |
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| [iLMeteo](https://www.ilmeteo.it) | ✅ | |
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| [3Bmeteo](https://www.3bmeteo.com/) | 🚧 | Precipitation might not work as intended |
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| [OpenMeteo](https://open-meteo.com/) | ✅ | |
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| [Aeronautica Militare](http://www.meteoam.it/) | 🚧 | Week only has `[0..4]` instead of `[0..6]` days |
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<details>
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<summary>iLMeteo</summary>
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Format:
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```json
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{
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"hourly": {
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"temperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitation": {
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"type": "number",
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"unit": "mm"
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},
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"apparentTemperature": {
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"type": "number",
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"unit": "°C"
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}
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},
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"daily": {
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"minimumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"minimumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitationSum": {
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"type": "number",
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"unit": "mm"
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}
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}
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}
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```
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</details>
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<details>
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<summary>3Bmeteo</summary>
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Format:
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```json
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{
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"hourly": {
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"temperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitation": {
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"type": "number",
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"unit": "mm"
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},
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"apparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"weatherCode": {
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"type": "string"
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}
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},
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"daily": {
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"minimumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"minimumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitationSum": {
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"type": "number",
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"unit": "mm"
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}
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}
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}
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```
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</details>
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<details>
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<summary>OpenMeteo</summary>
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Format:
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```json
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{
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"hourly": {
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"temperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitation": {
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"type": "number",
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"unit": "mm"
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},
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"precipitationProbability": {
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"type": "number",
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"unit": "%"
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},
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"apparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"weatherCode": {
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"type": "number",
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"unit": "WMO code"
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}
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},
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"daily": {
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"minimumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"minimumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumApparentTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitationSum": {
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"type": "number",
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"unit": "mm"
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},
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"weatherCode": {
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"type": "number",
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"unit": "WMO code"
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}
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}
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}
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```
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</details>
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<details>
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<summary>Aeronautica Militare</summary>
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Format:
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```json
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{
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"hourly": {
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"temperature": {
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"type": "number",
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"unit": "°C"
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},
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"precipitationProbability": {
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"type": "number",
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"unit": "%"
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}
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},
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"daily": {
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"minimumTemperature": {
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"type": "number",
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"unit": "°C"
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},
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"maximumTemperature": {
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"type": "number",
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"unit": "°C"
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}
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}
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}
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```
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</details>
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