From d719e961842f6c6c6753d563edbf9ab6b68cdf62 Mon Sep 17 00:00:00 2001
From: Julien <peloton@lal.in2p3.fr>
Date: Mon, 29 Apr 2024 13:31:54 +0200
Subject: [PATCH] Basic class to poll alerts from the Fink livestream service.
 (#50)

* Basic class to poll alerts from the Fink livestream service.

* Clean README

* Flake8

* Add a section on testing and debugging
---
 .github/livestream_targets.png | Bin 0 -> 94975 bytes
 README.md                      | 129 ++++-
 poetry.lock                    | 957 ++++++++++++++++++++++++++++++++-
 pyproject.toml                 |   2 +
 tom_fink/alertstream.py        | 166 ++++++
 5 files changed, 1239 insertions(+), 15 deletions(-)
 create mode 100644 .github/livestream_targets.png
 create mode 100644 tom_fink/alertstream.py

diff --git a/.github/livestream_targets.png b/.github/livestream_targets.png
new file mode 100644
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diff --git a/README.md b/README.md
index 4c86b3e..8f54944 100644
--- a/README.md
+++ b/README.md
@@ -4,24 +4,22 @@
 [![Codacy Badge](https://app.codacy.com/project/badge/Grade/43466ecc9ffe4622b3492625a137a70c)](https://www.codacy.com/gh/TOMToolkit/tom_fink/dashboard?utm_source=github.com&amp;utm_medium=referral&amp;utm_content=TOMToolkit/tom_fink&amp;utm_campaign=Badge_Grade)
 [![Coverage Status](https://coveralls.io/repos/github/TOMToolkit/tom_fink/badge.svg?branch=main)](https://coveralls.io/github/TOMToolkit/tom_fink?branch=main)
 
-This repository hosts the Fink Alert Broker Module for the TOM Toolkit. Fink is a broker currently connected to ZTF. More information on Fink at https://fink-broker.org/.
+This repository hosts the Fink Alert Broker Module for the TOM Toolkit. Fink is a broker currently connected to ZTF, and that will handle the massive alert stream from LSST. More information on Fink at https://fink-broker.org/. You can easily install the module using pip:
 
-As of version 0.4, the module simply uses the Fink REST API to retrieve alerts. Note that the Fink databases are updated once a day with the previous night alert data (hence you do not get live alerts for the moment). Users can perform:
+```bash
+pip install tom-fink
+```
+
+## Polling data from the REST API
+
+As of `tom-fink` version 0.4, the module simply uses the [Fink REST API](https://fink-broker.readthedocs.io/en/latest/services/science_portal/) to retrieve alerts. Note that the Fink databases are updated **once a day** with the previous night alert data (hence you do not get live alerts for the moment). Users can perform:
 - Search by ZTF object ID
 - Cone Search
 - Search by Date
 - Search by derived alert class
 - Search by Solar System name
 
-## How to use the Fink module inside your TOM
-
-First, install the module using pip
-
-```bash
-pip install tom-fink
-```
-
-then you need to declare it in your running TOM instance. To do so just add `tom_fink.fink.FinkBroker` to the `TOM_ALERT_CLASSES` in your TOM's `settings.py`:
+You need to declare the `FinkBroker` class in your running TOM instance. To do so just add `tom_fink.fink.FinkBroker` to the `TOM_ALERT_CLASSES` in your TOM's `settings.py`:
 
 ```python
 TOM_ALERT_CLASSES = [
@@ -37,9 +35,116 @@ and finally relaunch your TOM:
 ./manage.py runserver
 ```
 
+## Polling data from the Fink livestream service
+
+Alternatively from `tom_fink` version 0.6.0, users can poll Fink substreams in real-time, using the [livestream service](https://fink-broker.readthedocs.io/en/latest/services/livestream/). First you need to add `tom_alertstreams` and `tom_fink` to your `INSTALLED_APPS` setting in your project `settings.py`:
+
+```python
+INSTALLED_APPS = [
+    ...
+    'tom_alertstreams',
+    'tom_fink'
+]
+```
+
+Then add the following block to your `settings.py`:
+
+```python
+ALERT_STREAMS = [
+    {
+        'ACTIVE': True,
+        'NAME': 'tom_fink.alertstream.FinkAlertStream',
+        'OPTIONS': {
+            'URL': os.getenv('FINK_CREDENTIAL_URL', 'set FINK_CREDENTIAL_URL value in environment'),
+            'USERNAME': os.getenv('FINK_CREDENTIAL_USERNAME', 'set FINK_CREDENTIAL_USERNAME value in environment'),
+            'GROUP_ID': os.getenv('FINK_CREDENTIAL_GROUP_ID', 'set FINK_CREDENTIAL_GROUP_ID value in environment'),
+            'TOPIC': os.getenv('FINK_TOPIC', 'set FINK_TOPIC value in environment'),
+            'MAX_POLL_NUMBER': os.getenv("FINK_MAX_POLL_NUMBER", 1e10),
+            'TIMEOUT': os.getenv('FINK_TIMEOUT', 10),
+            'TOPIC_HANDLERS': {
+                'fink.stream': 'tom_fink.alertstream.alert_logger',
+            },
+        },
+    },
+]
+```
+
+and declare the following variables in your `~/.bash_profile`:
+
+```bash
+export FINK_CREDENTIAL_USERNAME= # provided when registering to Fink livestream
+export FINK_CREDENTIAL_GROUP_ID= # provided when registering to Fink livestream
+export FINK_CREDENTIAL_URL= # provided when registering to Fink livestream
+export FINK_TOPIC= # str, topic name to poll
+export FINK_MAX_POLL_NUMBER= # int, number maximum of alerts to poll before closing the connection. Default is 1e10 (never stops).
+export FINK_TIMEOUT= # int, in seconds. Default is 10 seconds if not set
+```
+
+Credentials are provided when registering to Fink livestream (see https://fink-broker.readthedocs.io/en/latest/services/livestream). The available topic names and description can be found at https://fink-broker.readthedocs.io/en/latest/services/livestream. Note that we currently allow to poll only one topic at once (multi-topic is planned for later). Then launch the `readstreams` service:
+
+```bash
+./manage.py readstreams
+```
+
+You should see a log similar to:
+
+```bash
+registering new views: args: ('groups', <class 'tom_common.api_views.GroupViewSet'>, 'groups'), kwargs: {}
+registering new views: args: ('targets', <class 'tom_targets.api_views.TargetViewSet'>, 'targets'), kwargs: {}
+registering new views: args: ('targetextra', <class 'tom_targets.api_views.TargetExtraViewSet'>, 'targetextra'), kwargs: {}
+registering new views: args: ('targetname', <class 'tom_targets.api_views.TargetNameViewSet'>, 'targetname'), kwargs: {}
+registering new views: args: ('targetlist', <class 'tom_targets.api_views.TargetListViewSet'>, 'targetlist'), kwargs: {}
+registering new views: args: ('observations', <class 'tom_observations.api_views.ObservationRecordViewSet'>, 'observations'), kwargs: {}
+registering new views: args: ('dataproducts', <class 'tom_dataproducts.api_views.DataProductViewSet'>, 'dataproducts'), kwargs: {}
+registering new views: args: ('reduceddatums', <class 'tom_dataproducts.api_views.ReducedDatumViewSet'>, 'reduceddatums'), kwargs: {}
+NumExpr defaulting to 8 threads.
+FinkAlertStream.listen opening stream: IP:PORT with group_id: julien6 (call number: 0)
+read_streams FinkAlertStream TID=378166 ; thread identifier=125271444649536
+readstreams Command.handle() returning...
+fink.alert_logger topic: fink_sso_ztf_candidates_ztf
+fink.alert_logger value: ZTF24aakwfsz emitted 2024-04-23 07:26:57.998412 (received 2024-04-29 10:45:01)
+FinkAlertStream.listen opening stream: IP:PORT with group_id: julien6 (call number: 1)
+fink.alert_logger topic: fink_sso_ztf_candidates_ztf
+fink.alert_logger value: ZTF24aakwftv emitted 2024-04-23 07:27:39.003823 (received 2024-04-29 10:45:01)
+...
+```
+
+Each new alert will be saved as a `Target`. If more than one alert with the name `objectId` are emitted, you will be warned:
+
+```bash
+fink.alert_logger value: ZTF24aakwfsu emitted 2024-04-23 07:26:57.998412 (received 2024-04-29 08:18:07)
+Target ZTF24aakwfsu already in the database
+```
+
+and the program will continue. Probably we should group these in the future, instead of ignoring subsequent alerts. Then launch the app (do not close the previous process!):
+
+```bash
+./manage.py runserver
+```
+
+and you should have access to your targets, that are accessible from their topic name:
+
+![targets](.github/livestream_targets.png)
+
+### Testing & debugging the connection
+
+Before running in production, we advise to make tests using a test stream, and polling a few alerts:
+
+```bash
+export FINK_CREDENTIAL_USERNAME= # provided when registering to Fink livestream
+export FINK_CREDENTIAL_GROUP_ID= # provided when registering to Fink livestream
+export FINK_CREDENTIAL_URL= # provided when registering to Fink livestream
+export FINK_TOPIC=fink_sso_ztf_candidates_ztf
+export FINK_MAX_POLL_NUMBER=2
+export FINK_TIMEOUT=10
+```
+
+This way, you will poll alerts two-by-two, and you will have a reservoir of thousands of alerts (solar system objects)!
+
 ## Todo list
 
 - [ ] Add a test suite (preferably running on GitHub Actions)
 - [x] Add a linter (preferably running on GitHub Actions)
 - [x] Update the Query Form with all API features
-- [ ] Enable querying livestreams using the Fink Kafka client
+- [x] Enable querying live streams using the Fink Kafka client
+- [x] Update visualisation of targets from the livestream service
diff --git a/poetry.lock b/poetry.lock
index ef27b8a..5e01374 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,32 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
+[[package]]
+name = "adc-streaming"
+version = "2.3.2"
+description = "Astronomy Data Commons streaming client libraries"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "adc-streaming-2.3.2.tar.gz", hash = "sha256:0f7097f5ed6d56a31c1a91d2ddbfb18b64ed651c175a43dd982be01002f16ce3"},
+    {file = "adc_streaming-2.3.2-py3-none-any.whl", hash = "sha256:9b010c01e08c761a1173bd05068b0a4f31c88b1c12b9c9554924b2de478fddbf"},
+]
+
+[package.dependencies]
+authlib = "*"
+certifi = ">=2020.04.05.1"
+confluent-kafka = ">=1.6.1,<2.1.0 || >2.1.0,<2.1.1 || >2.1.1"
+requests = "*"
+tqdm = "*"
+
+[package.extras]
+dev = ["autopep8", "docker", "flake8", "isort", "pytest", "pytest-integration", "pytest-timeout", "sphinx", "sphinx-rtd-theme", "twine"]
 
 [[package]]
 name = "asdf"
 version = "2.15.0"
 description = "Python implementation of the ASDF Standard"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -36,6 +59,7 @@ tests = ["astropy (>=5.0.4)", "fsspec[http] (>=2022.8.2)", "gwcs (>=0.18.3)", "l
 name = "asdf-astropy"
 version = "0.4.0"
 description = "ASDF serialization support for astropy"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -60,6 +84,7 @@ test = ["coverage", "pytest-astropy", "scipy"]
 name = "asdf-coordinates-schemas"
 version = "0.2.0"
 description = "ASDF schemas for coordinates"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -78,6 +103,7 @@ test = ["pytest"]
 name = "asdf-standard"
 version = "1.0.3"
 description = "The ASDF Standard schemas"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -96,6 +122,7 @@ test = ["asdf (>=2.8.0)", "astropy (>=5.0.4)", "gwcs", "packaging (>=16.0)", "py
 name = "asdf-transform-schemas"
 version = "0.4.0"
 description = "ASDF schemas for transforms"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -115,6 +142,7 @@ test = ["asdf (>=2.8.0)", "asdf-astropy", "pytest", "scipy"]
 name = "asdf-unit-schemas"
 version = "0.2.0"
 description = "DEPRECATED: ASDF schemas for units"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -130,6 +158,7 @@ test = ["asdf", "pytest"]
 name = "asdf-wcs-schemas"
 version = "0.3.0"
 description = "ASDF WCS schemas"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -151,6 +180,7 @@ test = ["asdf (>=2.8.0)", "asdf-astropy", "pytest (>=4.6.0)", "pytest-openfiles
 name = "asgiref"
 version = "3.7.2"
 description = "ASGI specs, helper code, and adapters"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -168,6 +198,7 @@ tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 name = "astroplan"
 version = "0.9.1"
 description = "Observation planning package for astronomers"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -190,6 +221,7 @@ test = ["pytest-astropy", "pytest-mpl"]
 name = "astropy"
 version = "5.2.2"
 description = "Astronomy and astrophysics core library"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -243,6 +275,7 @@ test-all = ["coverage[toml]", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", "
 name = "astroquery"
 version = "0.4.7"
 description = "Functions and classes to access online astronomical data resources"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -268,6 +301,7 @@ test = ["matplotlib", "pytest-astropy", "pytest-dependency", "pytest-rerunfailur
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -279,6 +313,7 @@ files = [
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -294,10 +329,26 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "authlib"
+version = "1.3.0"
+description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "Authlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:9637e4de1fb498310a56900b3e2043a206b03cb11c05422014b0302cbc814be3"},
+    {file = "Authlib-1.3.0.tar.gz", hash = "sha256:959ea62a5b7b5123c5059758296122b57cd2585ae2ed1c0622c21b371ffdae06"},
+]
+
+[package.dependencies]
+cryptography = "*"
+
 [[package]]
 name = "backports-zoneinfo"
 version = "0.2.1"
 description = "Backport of the standard library zoneinfo module"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -326,6 +377,7 @@ tzdata = ["tzdata"]
 name = "beautifulsoup4"
 version = "4.12.3"
 description = "Screen-scraping library"
+category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -347,6 +399,7 @@ lxml = ["lxml"]
 name = "certifi"
 version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -358,6 +411,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -422,6 +476,7 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -517,10 +572,142 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "confluent-kafka"
+version = "2.2.0"
+description = "Confluent's Python client for Apache Kafka"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+
 [[package]]
 name = "coverage"
 version = "6.5.0"
 description = "Code coverage measurement for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -583,6 +770,7 @@ toml = ["tomli"]
 name = "coveralls"
 version = "3.3.1"
 description = "Show coverage stats online via coveralls.io"
+category = "main"
 optional = false
 python-versions = ">= 3.5"
 files = [
@@ -591,7 +779,7 @@ files = [
 ]
 
 [package.dependencies]
-coverage = ">=4.1,<6.0.dev0 || >6.1,<6.1.1 || >6.1.1,<7.0"
+coverage = ">=4.1,<6.0.0 || >6.1,<6.1.1 || >6.1.1,<7.0"
 docopt = ">=0.6.1"
 requests = ">=1.0.0"
 
@@ -602,6 +790,7 @@ yaml = ["PyYAML (>=3.10)"]
 name = "crispy-bootstrap4"
 version = "2024.1"
 description = "Bootstrap4 template pack for django-crispy-forms"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -617,6 +806,7 @@ django-crispy-forms = ">=2.0"
 name = "cryptography"
 version = "42.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -667,10 +857,27 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
+]
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "django"
 version = "4.2.11"
 description = "A high-level Python web framework that encourages rapid development and clean, pragmatic design."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -692,6 +899,7 @@ bcrypt = ["bcrypt"]
 name = "django-bootstrap4"
 version = "24.1"
 description = "Django extensions by Zostera"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -707,6 +915,7 @@ Django = ">=3.2"
 name = "django-contrib-comments"
 version = "2.2.0"
 description = "The code formerly known as django.contrib.comments."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -721,6 +930,7 @@ Django = ">=2.2"
 name = "django-crispy-forms"
 version = "2.1"
 description = "Best way to have Django DRY forms"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -735,6 +945,7 @@ django = ">=4.2"
 name = "django-dramatiq"
 version = "0.11.6"
 description = "A Django app for Dramatiq."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -753,6 +964,7 @@ dev = ["bumpversion", "flake8", "flake8-quotes", "isort", "pytest", "pytest-cov"
 name = "django-extensions"
 version = "3.2.3"
 description = "Extensions for Django"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -767,6 +979,7 @@ Django = ">=3.2"
 name = "django-filter"
 version = "24.1"
 description = "Django-filter is a reusable Django application for allowing users to filter querysets dynamically."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -781,6 +994,7 @@ Django = ">=4.2"
 name = "django-gravatar2"
 version = "1.4.4"
 description = "Essential Gravatar support for Django. Features helper methods, templatetags and a full test suite!"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -792,6 +1006,7 @@ files = [
 name = "django-guardian"
 version = "2.4.0"
 description = "Implementation of per object permissions for Django."
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -806,6 +1021,7 @@ Django = ">=2.2"
 name = "djangorestframework"
 version = "3.15.0"
 description = "Web APIs for Django, made easy."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -821,6 +1037,7 @@ django = ">=3.0"
 name = "docopt"
 version = "0.6.2"
 description = "Pythonic argument parser, that will make you smile"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -831,6 +1048,7 @@ files = [
 name = "dramatiq"
 version = "1.16.0"
 description = "Background Processing for Python 3."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -857,6 +1075,7 @@ watch = ["watchdog", "watchdog-gevent"]
 name = "elastic-transport"
 version = "8.12.0"
 description = "Transport classes and utilities shared among Python Elastic client libraries"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -875,6 +1094,7 @@ develop = ["aiohttp", "furo", "mock", "pytest", "pytest-asyncio", "pytest-cov",
 name = "elasticsearch"
 version = "8.12.1"
 description = "Python client for Elasticsearch"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -893,6 +1113,7 @@ requests = ["requests (>=2.4.0,<3.0.0)"]
 name = "elasticsearch-dsl"
 version = "8.12.0"
 description = "Python client for Elasticsearch"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -911,6 +1132,7 @@ develop = ["coverage", "pytest", "pytest-cov", "pytest-mock", "pytz", "sphinx (>
 name = "factory-boy"
 version = "3.2.1"
 description = "A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -929,6 +1151,7 @@ doc = ["Sphinx", "sphinx-rtd-theme", "sphinxcontrib-spelling"]
 name = "faker"
 version = "24.2.0"
 description = "Faker is a Python package that generates fake data for you."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -940,10 +1163,83 @@ files = [
 python-dateutil = ">=2.4"
 typing-extensions = {version = ">=3.10.0.1", markers = "python_version <= \"3.8\""}
 
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+category = "main"
+optional = false
+python-versions = ">=3.8"
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+lz4 = ["lz4"]
+snappy = ["cramjam"]
+zstandard = ["zstandard"]
+
+[[package]]
+name = "fink-client"
+version = "7.2"
+description = "Light-weight client to manipulate alerts from Fink"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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 [[package]]
 name = "fits2image"
 version = "0.4.7"
 description = "Common libraries for the conversion and scaling of fits images"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -960,6 +1256,7 @@ Pillow = "*"
 name = "flake8"
 version = "7.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
 optional = false
 python-versions = ">=3.8.1"
 files = [
@@ -972,10 +1269,98 @@ mccabe = ">=0.7.0,<0.8.0"
 pycodestyle = ">=2.11.0,<2.12.0"
 pyflakes = ">=3.2.0,<3.3.0"
 
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+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["munkres", "pycairo", "scipy"]
+lxml = ["lxml (>=4.0)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+
+[[package]]
+name = "gcn-kafka"
+version = "0.2.3"
+description = "Kafka client for NASA's General Coordinates Network (GCN)"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "gcn-kafka-0.2.3.tar.gz", hash = "sha256:44747bdb0e25362887d9e421f63480c6701a9b6e0a3b3019a799cd905607d308"},
+    {file = "gcn_kafka-0.2.3-py3-none-any.whl", hash = "sha256:ac51a35c1c597786decdbc1cb422d7a012a63c28e221c4a2f20434cf6d33d810"},
+]
+
+[package.dependencies]
+authlib = "*"
+certifi = "*"
+confluent-kafka = ">=1.6.1"
+requests = "*"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "gevent"
 version = "24.2.1"
 description = "Coroutine-based network library"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1042,6 +1427,7 @@ test = ["cffi (>=1.12.2)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idn
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1113,6 +1499,7 @@ test = ["objgraph", "psutil"]
 name = "gwcs"
 version = "0.18.3"
 description = "Generalized World Coordinate System"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1132,10 +1519,34 @@ scipy = "*"
 docs = ["sphinx", "sphinx-asdf", "sphinx-astropy", "sphinx-automodapi", "sphinx-rtd-theme", "stsci-rtd-theme"]
 test = ["ci-watson (>=0.3.0)", "codecov", "pytest (>=4.6.0)", "pytest-astropy"]
 
+[[package]]
+name = "hop-client"
+version = "0.8.0"
+description = "A pub-sub client library for Multi-messenger Astrophysics"
+category = "main"
+optional = false
+python-versions = ">=3.6.*"
+files = [
+    {file = "hop-client-0.8.0.tar.gz", hash = "sha256:340831d3c5c716599e678827ea994913d41100ca9eaac86ffaa2ab980be8ea51"},
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+[package.dependencies]
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+fastavro = ">=1.4.0"
+pluggy = ">=0.11"
+toml = ">=0.9.4"
+xmltodict = ">=0.9.0"
+
+[package.extras]
+dev = ["autopep8", "flake8", "pytest (>=5.0,<5.4)", "pytest-console-scripts", "pytest-cov", "pytest-runner", "twine"]
+docs = ["sphinx", "sphinx-rtd-theme", "sphinxcontrib-programoutput"]
+
 [[package]]
 name = "html5lib"
 version = "1.1"
 description = "HTML parser based on the WHATWG HTML specification"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1157,6 +1568,7 @@ lxml = ["lxml"]
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1168,6 +1580,7 @@ files = [
 name = "importlib-metadata"
 version = "7.0.2"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1187,6 +1600,7 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "6.3.1"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1205,6 +1619,7 @@ testing = ["jaraco.collections", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "py
 name = "jaraco-classes"
 version = "3.3.1"
 description = "Utility functions for Python class constructs"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1223,6 +1638,7 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 name = "jeepney"
 version = "0.8.0"
 description = "Low-level, pure Python DBus protocol wrapper."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1238,6 +1654,7 @@ trio = ["async_generator", "trio"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1249,6 +1666,7 @@ files = [
 name = "jsonschema"
 version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1270,6 +1688,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "keyring"
 version = "24.3.1"
 description = "Store and access your passwords safely."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1290,10 +1709,125 @@ completion = ["shtab (>=1.1.0)"]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
+[[package]]
+name = "kiwisolver"
+version = "1.4.5"
+description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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 python-versions = ">=3.8"
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 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
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 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1323,6 +1927,7 @@ files = [
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 version = "10.2.0"
 description = "More routines for operating on iterables, beyond itertools"
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 optional = false
 python-versions = ">=3.8"
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 version = "2.1.4"
 description = "A package for multi-dimensional contiguous and non-contiguous coordinate aware arrays."
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 optional = false
 python-versions = ">=3.8"
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 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
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 python-versions = ">=3.8"
 files = [
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 name = "packaging"
 version = "24.0"
 description = "Core utilities for Python packages"
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 optional = false
 python-versions = ">=3.7"
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 version = "10.2.0"
 description = "Python Imaging Library (Fork)"
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 optional = false
 python-versions = ">=3.8"
 files = [
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 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
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 optional = false
 python-versions = ">=3.6"
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 version = "5.20.0"
 description = "An open-source, interactive data visualization library for Python"
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 optional = false
 python-versions = ">=3.8"
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 tenacity = ">=6.2.0"
 
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 python-versions = ">=3.8"
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+    {file = "pyarrow-16.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9dd3151d098e56f16a8389c1247137f9e4c22720b01c6f3aa6dec29a99b74d80"},
+    {file = "pyarrow-16.0.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:bd40467bdb3cbaf2044ed7a6f7f251c8f941c8b31275aaaf88e746c4f3ca4a7a"},
+    {file = "pyarrow-16.0.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:00a1dcb22ad4ceb8af87f7bd30cc3354788776c417f493089e0a0af981bc8d80"},
+    {file = "pyarrow-16.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:fda9a7cebd1b1d46c97b511f60f73a5b766a6de4c5236f144f41a5d5afec1f35"},
+    {file = "pyarrow-16.0.0.tar.gz", hash = "sha256:59bb1f1edbbf4114c72415f039f1359f1a57d166a331c3229788ccbfbb31689a"},
+]
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
 [[package]]
 name = "pycodestyle"
 version = "2.11.1"
 description = "Python style guide checker"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1542,6 +2370,7 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1553,6 +2382,7 @@ files = [
 name = "pyerfa"
 version = "2.0.0.3"
 description = "Python bindings for ERFA"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1609,6 +2439,7 @@ test = ["pytest", "pytest-doctestplus (>=0.7)"]
 name = "pyflakes"
 version = "3.2.0"
 description = "passive checker of Python programs"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1616,10 +2447,26 @@ files = [
     {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"},
 ]
 
+[[package]]
+name = "pyparsing"
+version = "3.1.2"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
+optional = false
+python-versions = ">=3.6.8"
+files = [
+    {file = "pyparsing-3.1.2-py3-none-any.whl", hash = "sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742"},
+    {file = "pyparsing-3.1.2.tar.gz", hash = "sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
 [[package]]
 name = "pyrsistent"
 version = "0.20.0"
 description = "Persistent/Functional/Immutable data structures"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1661,6 +2508,7 @@ files = [
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1675,6 +2523,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2024.1"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1686,6 +2535,7 @@ files = [
 name = "pyvo"
 version = "1.5.1"
 description = "Astropy affiliated package for accessing Virtual Observatory data and services"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1706,6 +2556,7 @@ test = ["pytest-astropy", "pytest-doctestplus (>=0.13)", "requests-mock"]
 name = "pywin32-ctypes"
 version = "0.2.2"
 description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1717,6 +2568,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1777,6 +2629,7 @@ files = [
 name = "redis"
 version = "5.0.3"
 description = "Python client for Redis database and key-value store"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1795,6 +2648,7 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1816,6 +2670,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "scipy"
 version = "1.10.1"
 description = "Fundamental algorithms for scientific computing in Python"
+category = "main"
 optional = false
 python-versions = "<3.12,>=3.8"
 files = [
@@ -1854,6 +2709,7 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 name = "secretstorage"
 version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1869,6 +2725,7 @@ jeepney = ">=0.6"
 name = "semantic-version"
 version = "2.10.0"
 description = "A library implementing the 'SemVer' scheme."
+category = "main"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -1884,6 +2741,7 @@ doc = ["Sphinx", "sphinx-rtd-theme"]
 name = "setuptools"
 version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1900,6 +2758,7 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1911,6 +2770,7 @@ files = [
 name = "soupsieve"
 version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1922,6 +2782,7 @@ files = [
 name = "specutils"
 version = "1.13.0"
 description = "Package for spectroscopic astronomical data"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1947,6 +2808,7 @@ test = ["matplotlib", "pytest-astropy", "spectral-cube", "tox"]
 name = "sqlparse"
 version = "0.4.4"
 description = "A non-validating SQL parser."
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1959,10 +2821,26 @@ dev = ["build", "flake8"]
 doc = ["sphinx"]
 test = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1973,10 +2851,41 @@ files = [
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
+[[package]]
+name = "tom-alertstreams"
+version = "0.6.2"
+description = "Reusable TOMToolkit app for listening to kafka streams."
+category = "main"
+optional = false
+python-versions = ">=3.8,<3.12"
+files = [
+    {file = "tom_alertstreams-0.6.2-py3-none-any.whl", hash = "sha256:8d83b34213bdb060e676925ab57bea19cf7a2c153ad64988ad47374b9a191854"},
+    {file = "tom_alertstreams-0.6.2.tar.gz", hash = "sha256:9a1e01bd413ef23cb70542854478971308146b6b43adb53c5c16ac47c3c435d0"},
+]
+
+[package.dependencies]
+gcn-kafka = ">=0.2,<0.3"
+hop-client = ">=0.8,<0.9"
+psycopg2-binary = ">=2.9,<3.0"
+tomtoolkit = ">=2.10,<3.0"
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
 [[package]]
 name = "tomtoolkit"
 version = "2.17.2"
 description = "TOM Toolkit and base modules"
+category = "main"
 optional = false
 python-versions = ">=3.8.1,<3.12"
 files = [
@@ -2010,10 +2919,32 @@ python-dateutil = "<3"
 requests = "<3"
 specutils = "<2"
 
+[[package]]
+name = "tqdm"
+version = "4.66.2"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
+    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2025,6 +2956,7 @@ files = [
 name = "tzdata"
 version = "2024.1"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2036,6 +2968,7 @@ files = [
 name = "urllib3"
 version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2053,6 +2986,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "watchdog"
 version = "4.0.0"
 description = "Filesystem events monitoring"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2094,6 +3028,7 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "watchdog-gevent"
 version = "0.1.1"
 description = "A gevent-based observer for watchdog."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2109,6 +3044,7 @@ watchdog = ">=0.8"
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2116,10 +3052,23 @@ files = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 
+[[package]]
+name = "xmltodict"
+version = "0.13.0"
+description = "Makes working with XML feel like you are working with JSON"
+category = "main"
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
+    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
+]
+
 [[package]]
 name = "zipp"
 version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2135,6 +3084,7 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 name = "zope-event"
 version = "5.0"
 description = "Very basic event publishing system"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2153,6 +3103,7 @@ test = ["zope.testrunner"]
 name = "zope-interface"
 version = "6.2"
 description = "Interfaces for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2205,4 +3156,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.12"
-content-hash = "ec92daee221b3b5b02e56723678f740c4321203c45e31bfabe61bb4dfe4a01e8"
+content-hash = "817a614e1c2df22670c3e23b9613fc8d5fcd5be7171940c91654c1d4882e98aa"
diff --git a/pyproject.toml b/pyproject.toml
index 2726771..9277f79 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,6 +40,8 @@ python = ">=3.8.1,<3.12"
 tomtoolkit = "^2.17.2"
 elasticsearch-dsl = "^8.12.0"
 Markdown = "^3.5.2"
+fink-client = "^7.2"
+tom-alertstreams = "^0.6.2"
 
 [tool.poetry.group.test.dependencies]
 factory_boy = ">=3.1,<3.3"
diff --git a/tom_fink/alertstream.py b/tom_fink/alertstream.py
new file mode 100644
index 0000000..41475c9
--- /dev/null
+++ b/tom_fink/alertstream.py
@@ -0,0 +1,166 @@
+# Copyright (c) 2024 Julien Peloton
+#
+# This file is part of TOM Toolkit
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+import time
+import logging
+import traceback
+
+from fink_client.consumer import AlertConsumer
+
+from tom_alertstreams.alertstreams.alertstream import AlertStream
+from tom_targets.models import Target, TargetList
+
+from psycopg2.errors import UniqueViolation
+from django.db.utils import IntegrityError as DJ_IntegrityError
+from sqlite3 import IntegrityError as SQL_IntegrityError
+from django.contrib.auth.models import Group
+from guardian.shortcuts import assign_perm
+
+logger = logging.getLogger(__name__)
+
+
+class FinkAlertStream(AlertStream):
+    """Poll alerts from a stream generated by Fink"""
+
+    required_keys = [
+        "URL",
+        "GROUP_ID",
+        "USERNAME",
+        "TOPIC",
+        "TOPIC_HANDLERS",
+        "MAX_POLL_NUMBER",
+        "TIMEOUT",
+    ]
+    allowed_keys = [
+        "URL",
+        "GROUP_ID",
+        "USERNAME",
+        "PASSWORD",
+        "TOPIC",
+        "TOPIC_HANDLERS",
+        "MAX_POLL_NUMBER",
+        "TIMEOUT",
+    ]
+
+    def __init__(self, *args, **kwargs) -> None:
+        """Initialise credentials and target list"""
+        super().__init__(*args, **kwargs)
+
+        # Define target list based on topics
+        public_group, _ = Group.objects.get_or_create(name="Public")
+        tl, is_created = TargetList.objects.get_or_create(name=self.topic)
+        assign_perm("tom_targets.view_targetlist", public_group, tl)
+
+    def listen(self):
+        """Listen to one topic from Fink Kafka server
+
+        Each alert is saved into the target list named from
+        the topic.
+
+        Note
+        ----------
+        This only handles one topic at once for the moment.
+        """
+        super().listen()
+
+        myconfig = {
+            "username": self.username,
+            "bootstrap.servers": self.url,
+            "group_id": self.group_id,
+        }
+
+        consumer = AlertConsumer([self.topic], myconfig, schema_path=None)
+
+        poll_number = 0
+        while poll_number < int(self.max_poll_number):
+            try:
+                logger.info(
+                    "FinkAlertStream.listen opening stream: {} with group_id: {} (call number: {})".format(
+                        self.url,
+                        self.group_id,
+                        poll_number
+                    )
+                )
+                topic, alert, key = consumer.poll(timeout=int(self.timeout))
+
+                if topic is not None:
+                    # TODO: handle MMA vs regular streams
+                    self.alert_handler["fink.stream"](alert, topic)
+                else:
+                    logger.info("No alerts received")
+                poll_number += 1
+            except Exception as ex:
+                logger.error(f"FinkAlertStream.listen: {ex}")
+                logger.error(traceback.format_exc())
+                break
+        consumer.close()
+
+
+def alert_logger(alert, topic):
+    """Basic alert handler for Fink
+
+    This alert handler simply display on screen basic information,
+    and save the alert as a new Target.
+
+    Parameters
+    ----------
+    alert: dic
+        Dictionary containing alert data. See `consumer.poll`.
+    topic: str
+        Topic name
+
+    Warnings
+    ----------
+    UniqueViolation, SQL_IntegrityError, DJ_IntegrityError
+        If the target is already saved
+
+    Raises
+    ----------
+    Exception (base)
+        for any other failures than name clash when
+        saving the target in the database.
+
+    """
+    utc = time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime())
+    logger.info("fink.alert_logger topic: {}".format(topic))
+    logger.info(
+        "fink.alert_logger value: {} emitted {} (received {})".format(
+            alert["objectId"], alert["timestamp"], utc
+        )
+    )
+
+    mytarget = Target(
+        name=alert["objectId"],
+        type="SIDEREAL",
+        ra=alert["candidate"]["ra"],
+        dec=alert["candidate"]["dec"],
+        epoch=alert["candidate"]["jd"],
+    )
+
+    try:
+        mytarget.save(
+            extras={
+                "fink broker link": "https://fink-portal.org/{}".format(
+                    alert["objectId"]
+                )
+            }
+        )
+    except (UniqueViolation, SQL_IntegrityError, DJ_IntegrityError):
+        logger.warning(f"Target {mytarget} already in the database")
+        pass
+    except Exception:
+        logger.error("error when trying to save new alerts in the db", exc_info=1)
+        logger.error(traceback.format_exc())