ampel-nuclear 0.8.3a0

Astronomy units for the Ampel system to analyze nuclear events like TDEs

Ampel-nuclear

Central repository to host AMPEL code to search for and analyze nuclear transients. At the moment, this is exclusively code from the ZTFbh science working group.

Installation

Prerequisites

You need to export environment variables for the AMPEL ZTF archive (tokens are available here), for Fritz, and for the dropbox API (ask Sjoert).

Furthermore, you need a running instance of MongoDB.

Setup

Create a fresh Python 3.10 conda env

conda create -n tde_filter_upgrade python=3.10
conda activate tde_filter_upgrade

Install is done via poetry:

pip install poetry 
git clone https://github.com/AmpelProject/ampel-nuclear
cd Ampel-nuclear
poetry install

Now we have to build the ampel config. Issue

ampel config build -out ampel_conf.yaml

Note: this will throw some import errors, but you can ignore these because those packages are not needed locally.

Now you need to export the following tokens

export AMPEL_ARCHIVE_TOKEN='' 
export DROPBOX_TOKEN=''
export FRITZ_TOKEN=''

Test

To run the test, start your local MongoDB. And then issue

./run_tde_scan.py -i

The -i initiates (and saves) a new archive API stream token. To change the date, use -d YYYY-MM-DD for a certain day. The script will request alerts for the 24 hours after this date.

Note: When requesting a full day with -d from the archive, the first run will probably fail, as the archive database has not fully ramped up yet (URL is locked). In this case, just rerun ./run_tde_scan.py -d YYYY-MM-DD (without i to prevent requesting a new stream token and overwriting the current one) until the archive starts serving alerts (you will see them getting ingested).

To check the output, go to the temp directory that gets created when script is run without -p (push to dropbox).

To see all available commands of the test script, run ./run_tde_scan.py -h.