diff --git a/codecarbon/_version.py b/codecarbon/_version.py index 239bf2b2b..764271bc1 100644 --- a/codecarbon/_version.py +++ b/codecarbon/_version.py @@ -1 +1 @@ -__version__ = "2.8.2" +__version__ = "2.8.3" diff --git a/docs/.buildinfo b/docs/.buildinfo index 748624d42..c44044c25 100644 --- a/docs/.buildinfo +++ b/docs/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 9f4750dacb0c56bfad9fbaf2281536e5 +config: 4e0aba649f91939a198f23b5a42c8d17 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/_sources/installation.rst.txt b/docs/_sources/installation.rst.txt index 0e5cf619f..37269f75f 100644 --- a/docs/_sources/installation.rst.txt +++ b/docs/_sources/installation.rst.txt @@ -62,3 +62,115 @@ The following packages are used by the CodeCarbon package, and will be installed Please refer to `pyproject.toml `_ for the latest list of the packages used. + +Install CodeCarbon as a Linux service +------------------------------------- + +To install CodeCarbon as a Linux service, follow the instructions below. It works on Ubuntu or other Debian-based systems using systemd. + +Create a dedicated user: + +.. code-block:: bash + + sudo useradd -r -s /bin/false codecarbon + +Create a directory for the CodeCarbon service: + +.. code-block:: bash + + sudo mkdir /opt/codecarbon + +Change the ownership of the directory to the user created above: + +.. code-block:: bash + + sudo chown codecarbon:codecarbon /opt/codecarbon + +Create a virtual environment for CodeCarbon : + +.. code-block:: bash + + sudo apt install python3-venv + sudo -u codecarbon python3 -m venv /opt/codecarbon/.venv + +Install CodeCarbon in the virtual environment: + +.. code-block:: bash + + sudo -u codecarbon /opt/codecarbon/.venv/bin/pip install codecarbon + +Go to https://dashboard.codecarbon.io/ and create an account to get your API key. + +Configure CodeCarbon: + +.. code-block:: bash + + sudo -u codecarbon /opt/codecarbon/.venv/bin/codecarbon login + +Create a systemd service file: + +.. code-block:: bash + + sudo tee /etc/systemd/system/codecarbon.service <> /etc/sysfs.conf + echo "owner class/powercap/intel-rapl:0/energy_uj = root:codecarbon" >> /etc/sysfs.conf + +Create the configuration file for CodeCarbon: + +.. code-block:: bash + + sudo tee /opt/codecarbon/.codecarbon.config < + project_id = + experiment_id = + api_key = + # Verbose logging + log_level=DEBUG + # Measure power every 30 seconds + measure_power_secs=30 + # Send measure to API every 5 minutes (10*30 seconds) + api_call_interval=10 + EOF + +Enable and start the service: + +.. code-block:: bash + + sudo systemctl enable codecarbon + sudo systemctl start codecarbon + +Check the traces of the service: + +.. code-block:: bash + + journalctl -u codecarbon + + +You are done, CodeCarbon is now running as a service on your machine. + +Wait 5 minutes for the first measure to be send to the dashboard at https://dashboard.codecarbon.io/. diff --git a/docs/_sources/methodology.rst.txt b/docs/_sources/methodology.rst.txt index 061b0d696..a58ee1e61 100644 --- a/docs/_sources/methodology.rst.txt +++ b/docs/_sources/methodology.rst.txt @@ -120,7 +120,7 @@ If you do not want to give sudo rights to your user, then CodeCarbon will fall b - **On Linux** -Tracks Intel and AMD processor energy consumption from Intel RAPL files at ``\sys\class\powercap\intel-rapl`` ( `reference `_ ). +Tracks Intel and AMD processor energy consumption from Intel RAPL files at ``/sys/class/powercap/intel-rapl`` ( `reference `_ ). All CPUs listed in this directory will be tracked. `Help us improve this and make it configurable `_. *Note*: The Power Consumption will be tracked only if the RAPL files exist at the above-mentioned path diff --git a/docs/_static/documentation_options.js b/docs/_static/documentation_options.js index 4085713d6..1ea755534 100644 --- a/docs/_static/documentation_options.js +++ b/docs/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '2.8.2', + VERSION: '2.8.3', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/_static/pygments.css b/docs/_static/pygments.css index 0d49244ed..5f2b0a250 100644 --- a/docs/_static/pygments.css +++ b/docs/_static/pygments.css @@ -6,26 +6,26 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: .highlight .hll { background-color: #ffffcc } .highlight { background: #eeffcc; } .highlight .c { color: #408090; font-style: italic } /* Comment */ -.highlight .err { border: 1px solid #FF0000 } /* Error */ +.highlight .err { border: 1px solid #F00 } /* Error */ .highlight .k { color: #007020; 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font-weight: bold } /* Generic.Heading */ .highlight .gi { color: #00A000 } /* Generic.Inserted */ -.highlight .go { color: #333333 } /* Generic.Output */ -.highlight .gp { color: #c65d09; font-weight: bold } /* Generic.Prompt */ +.highlight .go { color: #333 } /* Generic.Output */ +.highlight .gp { color: #C65D09; font-weight: bold } /* Generic.Prompt */ .highlight .gs { font-weight: bold } /* Generic.Strong */ .highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */ -.highlight .gt { color: #0044DD } /* Generic.Traceback */ +.highlight .gt { color: #04D } /* Generic.Traceback */ .highlight .kc { color: #007020; font-weight: bold } /* Keyword.Constant */ .highlight .kd { color: #007020; font-weight: bold } /* Keyword.Declaration */ .highlight .kn { color: #007020; font-weight: bold } /* Keyword.Namespace */ @@ -33,43 +33,43 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: .highlight .kr { color: #007020; font-weight: bold } /* Keyword.Reserved */ .highlight .kt { color: #902000 } /* Keyword.Type */ .highlight .m { color: #208050 } /* Literal.Number */ -.highlight .s { color: #4070a0 } /* Literal.String */ -.highlight .na { color: #4070a0 } /* Name.Attribute */ +.highlight .s { color: #4070A0 } /* Literal.String */ +.highlight .na { color: #4070A0 } /* Name.Attribute */ .highlight .nb { color: #007020 } /* Name.Builtin */ -.highlight .nc { color: #0e84b5; 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font-weight: bold } /* Operator.Word */ -.highlight .w { color: #bbbbbb } /* Text.Whitespace */ +.highlight .w { color: #BBB } /* Text.Whitespace */ .highlight .mb { color: #208050 } /* Literal.Number.Bin */ .highlight .mf { color: #208050 } /* Literal.Number.Float */ .highlight .mh { color: #208050 } /* Literal.Number.Hex */ .highlight .mi { color: #208050 } /* Literal.Number.Integer */ .highlight .mo { color: #208050 } /* Literal.Number.Oct */ -.highlight .sa { color: #4070a0 } /* Literal.String.Affix */ -.highlight .sb { color: #4070a0 } /* Literal.String.Backtick */ -.highlight .sc { color: #4070a0 } /* Literal.String.Char */ -.highlight .dl { color: #4070a0 } /* Literal.String.Delimiter */ -.highlight .sd { color: #4070a0; font-style: italic } /* Literal.String.Doc */ -.highlight .s2 { color: #4070a0 } /* Literal.String.Double */ -.highlight .se { color: #4070a0; font-weight: bold } /* Literal.String.Escape */ -.highlight .sh { color: #4070a0 } /* Literal.String.Heredoc */ -.highlight .si { color: #70a0d0; font-style: italic } /* Literal.String.Interpol */ -.highlight .sx { color: #c65d09 } /* Literal.String.Other */ +.highlight .sa { color: #4070A0 } /* Literal.String.Affix */ +.highlight .sb { color: #4070A0 } /* Literal.String.Backtick */ +.highlight .sc { color: #4070A0 } /* Literal.String.Char */ +.highlight .dl { color: #4070A0 } /* Literal.String.Delimiter */ +.highlight .sd { color: #4070A0; font-style: italic } /* Literal.String.Doc */ +.highlight .s2 { color: #4070A0 } /* Literal.String.Double */ +.highlight .se { color: #4070A0; font-weight: bold } /* Literal.String.Escape */ +.highlight .sh { color: #4070A0 } /* Literal.String.Heredoc */ +.highlight .si { color: #70A0D0; font-style: italic } /* Literal.String.Interpol */ +.highlight .sx { color: #C65D09 } /* Literal.String.Other */ .highlight .sr { color: #235388 } /* Literal.String.Regex */ -.highlight .s1 { color: #4070a0 } /* Literal.String.Single */ +.highlight .s1 { color: #4070A0 } /* Literal.String.Single */ .highlight .ss { color: #517918 } /* Literal.String.Symbol */ .highlight .bp { color: #007020 } /* Name.Builtin.Pseudo */ -.highlight .fm { color: #06287e } /* Name.Function.Magic */ -.highlight .vc { color: #bb60d5 } /* Name.Variable.Class */ -.highlight .vg { color: #bb60d5 } /* Name.Variable.Global */ -.highlight .vi { color: #bb60d5 } /* Name.Variable.Instance */ -.highlight .vm { color: #bb60d5 } /* Name.Variable.Magic */ +.highlight .fm { color: #06287E } /* Name.Function.Magic */ +.highlight .vc { color: #BB60D5 } /* Name.Variable.Class */ +.highlight .vg { color: #BB60D5 } /* Name.Variable.Global */ +.highlight .vi { color: #BB60D5 } /* Name.Variable.Instance */ +.highlight .vm { color: #BB60D5 } /* Name.Variable.Magic */ .highlight .il { color: #208050 } /* Literal.Number.Integer.Long */ \ No newline at end of file diff --git a/docs/api.html b/docs/api.html index 2a20db5dd..0b04a5009 100644 --- a/docs/api.html +++ b/docs/api.html @@ -6,14 +6,14 @@ - CodeCarbon API — CodeCarbon 2.8.2 documentation - + CodeCarbon API — CodeCarbon 2.8.3 documentation + - + @@ -111,10 +111,10 @@

CodeCarbon API

Or use the API in your code:

-
from codecarbon import track_emissions
+
from codecarbon import track_emissions
 
 @track_emissions(save_to_api=True)
-def train_model():
+def train_model():
     # GPU intensive training code  goes here
 
 if __name__ =="__main__":
@@ -127,7 +127,7 @@ 
CodeCarbon APIAnd so on for your team, project and experiment.

 
You then have to set you experiment id in CodeCarbon, with two options:

 
In the code:

-
from codecarbon import track_emissions
+
from codecarbon import track_emissions
 
 @track_emissions(
     measure_power_secs=30,
@@ -135,7 +135,7 @@ 
CodeCarbon APIexperiment_id="your experiment id",
     save_to_api=True,
 )
-def train_model():
+def train_model():
     ...
 

 

diff --git a/docs/comet.html b/docs/comet.html
index d89b2fae0..1b2862842 100644
--- a/docs/comet.html
+++ b/docs/comet.html
@@ -6,14 +6,14 @@
   
 
   
-  Comet Integration — CodeCarbon 2.8.2 documentation
-      
+  Comet Integration — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/edit/conf.py b/docs/edit/conf.py
index c727833b4..1d7a005cc 100644
--- a/docs/edit/conf.py
+++ b/docs/edit/conf.py
@@ -23,7 +23,7 @@
 author = "BCG GAMMA, Comet.ml, Haverford College, MILA, Data For Good"
 
 # The full version, including alpha/beta/rc tags
-release = "2.8.2"
+release = "2.8.3"
 
 
 # -- General configuration ---------------------------------------------------
diff --git a/docs/examples.html b/docs/examples.html
index b6127806f..42ba5d842 100644
--- a/docs/examples.html
+++ b/docs/examples.html
@@ -6,14 +6,14 @@
   
 
   
-  Examples — CodeCarbon 2.8.2 documentation
-      
+  Examples — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
@@ -100,9 +100,9 @@
 
Following are examples to train a Deep Learning model on MNIST Data to recognize digits in images using TensorFlow.

 

 
Using the Explicit Object

-
import tensorflow as tf
+
import tensorflow as tf
 
-from codecarbon import EmissionsTracker
+from codecarbon import EmissionsTracker
 
 mnist = tf.keras.datasets.mnist
 
@@ -133,9 +133,9 @@ 
Using the Explicit Object
 
Using the Context Manager

-
import tensorflow as tf
+
import tensorflow as tf
 
-from codecarbon import EmissionsTracker
+from codecarbon import EmissionsTracker
 
 mnist = tf.keras.datasets.mnist
 
@@ -162,13 +162,13 @@ 
Using the Context Manager
 
Using the Decorator

-
import tensorflow as tf
+
import tensorflow as tf
 
-from codecarbon import track_emissions
+from codecarbon import track_emissions
 
 
 @track_emissions(project_name="mnist")
-def train_model():
+def train_model():
     mnist = tf.keras.datasets.mnist
     (x_train, y_train), (x_test, y_test) = mnist.load_data()
     x_train, x_test = x_train / 255.0, x_test / 255.0
diff --git a/docs/faq.html b/docs/faq.html
index 388567191..c33064c2c 100644
--- a/docs/faq.html
+++ b/docs/faq.html
@@ -6,14 +6,14 @@
   
 
   
-  Frequently Asked Questions — CodeCarbon 2.8.2 documentation
-      
+  Frequently Asked Questions — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/genindex.html b/docs/genindex.html
index 4bc300eff..4dce90f66 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -5,14 +5,14 @@
 
   
   
-  Index — CodeCarbon 2.8.2 documentation
-      
+  Index — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/index.html b/docs/index.html
index 98132fb66..76853c7df 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -6,14 +6,14 @@
   
 
   
-  CodeCarbon — CodeCarbon 2.8.2 documentation
-      
+  CodeCarbon — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
@@ -118,6 +118,7 @@ 
CodeCarbonFrom PyPi repository
 
  • From conda repository
    • 
 
  • Dependencies
    • 
+
  • Install CodeCarbon as a Linux service
    • 
 
 
 
  • Quickstart
 
    • 
 
  • Quickstart
    • 
@@ -144,6 +145,91 @@ 
    Dependenciespyproject.toml for the latest list of the packages used.
    
 
    
+
    
+
    Install CodeCarbon as a Linux service
    
+
    To install CodeCarbon as a Linux service, follow the instructions below. It works on Ubuntu or other Debian-based systems using systemd.
    
+
    Create a dedicated user:
    
+
    sudo useradd -r -s /bin/false codecarbon
+
    
+
    
+
    Create a directory for the CodeCarbon service:
    
+
    sudo mkdir /opt/codecarbon
+
    
+
    
+
    Change the ownership of the directory to the user created above:
    
+
    sudo chown codecarbon:codecarbon /opt/codecarbon
+
    
+
    
+
    Create a virtual environment for CodeCarbon :
    
+
    sudo apt install python3-venv
+sudo -u codecarbon python3 -m venv /opt/codecarbon/.venv
+
    
+
    
+
    Install CodeCarbon in the virtual environment:
    
+
    sudo -u codecarbon /opt/codecarbon/.venv/bin/pip install codecarbon
+
    
+
    
+
    Go to https://dashboard.codecarbon.io/ and create an account to get your API key.
    
+
    Configure CodeCarbon:
    
+
    sudo -u codecarbon /opt/codecarbon/.venv/bin/codecarbon login
+
    
+
    
+
    Create a systemd service file:
    
+
    sudo tee /etc/systemd/system/codecarbon.service <<EOF
+[Unit]
+Description=CodeCarbon service
+After=network.target
+
+[Service]
+User=codecarbon
+Group=codecarbon
+WorkingDirectory=/opt/codecarbon
+ExecStart=/opt/codecarbon/.venv/bin/codecarbon monitor
+Restart=always
+
+[Install]
+WantedBy=multi-user.target
+EOF
+
    
+
    
+
    Give permissions to the codecarbon group to read the RAPL (Running Average Power Limit) information:
    
+
    sudo chown -R root:codecarbon /sys/class/powercap/intel-rapl/*
+sudo chmod g+r -R /sys/class/powercap/intel-rapl/*
+
+sudo apt install sysfsutils
+echo "mode class/powercap/intel-rapl:0/energy_uj = 0440" >> /etc/sysfs.conf
+echo "owner class/powercap/intel-rapl:0/energy_uj = root:codecarbon" >> /etc/sysfs.conf
+
    
+
    
+
    Create the configuration file for CodeCarbon:
    
+
    sudo tee /opt/codecarbon/.codecarbon.config <<EOF
+[codecarbon]
+api_endpoint = https://api.codecarbon.io
+organization_id = <organization_id>
+project_id = <project_id>
+experiment_id = <experiment_id>
+api_key = <api_key>
+# Verbose logging
+log_level=DEBUG
+# Measure power every 30 seconds
+measure_power_secs=30
+# Send measure to API every 5 minutes (10*30 seconds)
+api_call_interval=10
+EOF
+
    
+
    
+
    Enable and start the service:
    
+
    sudo systemctl enable codecarbon
+sudo systemctl start codecarbon
+
    
+
    
+
    Check the traces of the service:
    
+
    journalctl -u codecarbon
+
    
+
    
+
    You are done, CodeCarbon is now running as a service on your machine.
    
+
    Wait 5 minutes for the first measure to be send to the dashboard at https://dashboard.codecarbon.io/.
    
+
    
 
 
 
diff --git a/docs/methodology.html b/docs/methodology.html
index 4a0076603..f92088859 100644
--- a/docs/methodology.html
+++ b/docs/methodology.html
@@ -6,14 +6,14 @@
   
 
   
-  Methodology — CodeCarbon 2.8.2 documentation
-      
+  Methodology — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
@@ -212,7 +212,7 @@ 
    CPU
 
  • On Linux
    • 
 
-
    Tracks Intel and AMD processor energy consumption from Intel RAPL files at \sys\class\powercap\intel-rapl ( reference ).
+
    Tracks Intel and AMD processor energy consumption from Intel RAPL files at /sys/class/powercap/intel-rapl ( reference ).
 All CPUs listed in this directory will be tracked. Help us improve this and make it configurable.
    
 
    Note: The Power Consumption will be tracked only if the RAPL files exist at the above-mentioned path
    
 
    
diff --git a/docs/model_examples.html b/docs/model_examples.html
index 9eebf06c3..8c8eeb49b 100644
--- a/docs/model_examples.html
+++ b/docs/model_examples.html
@@ -6,14 +6,14 @@
   
 
   
-  Model Comparisons — CodeCarbon 2.8.2 documentation
-      
+  Model Comparisons — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/motivation.html b/docs/motivation.html
index 41b7cb774..9f8a13c16 100644
--- a/docs/motivation.html
+++ b/docs/motivation.html
@@ -6,14 +6,14 @@
   
 
   
-  Motivation — CodeCarbon 2.8.2 documentation
-      
+  Motivation — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/objects.inv b/docs/objects.inv
index 0251f17b6..3ca2bac60 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/output.html b/docs/output.html
index 726147153..5c8b0aa33 100644
--- a/docs/output.html
+++ b/docs/output.html
@@ -6,14 +6,14 @@
   
 
   
-  Output — CodeCarbon 2.8.2 documentation
-      
+  Output — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/parameters.html b/docs/parameters.html
index 2fd7a08d3..0db3aa540 100644
--- a/docs/parameters.html
+++ b/docs/parameters.html
@@ -6,14 +6,14 @@
   
 
   
-  Parameters — CodeCarbon 2.8.2 documentation
-      
+  Parameters — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/docs/search.html b/docs/search.html
index 8e021be6b..60355dff2 100644
--- a/docs/search.html
+++ b/docs/search.html
@@ -5,15 +5,15 @@
 
   
   
-  Search — CodeCarbon 2.8.2 documentation
-      
+  Search — CodeCarbon 2.8.3 documentation
+      
       
 
   
     
       
       
-      
+      
       
       
     
diff --git a/docs/searchindex.js b/docs/searchindex.js
index d369dac4f..c536e868e 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"@track_emissions": [[22, "track-emissions"]], "Access internet through proxy server": [[24, "access-internet-through-proxy-server"]], "Authentication": [[23, "authentication"]], "CPU": [[18, "cpu"]], "CSV": [[21, "csv"]], "Carbon Intensity": [[18, "carbon-intensity"]], "Carbon Intensity Across Energy Sources": [[18, "id6"]], "Cloud Regions": [[25, "cloud-regions"]], "CodeCarbon": [[16, null]], "CodeCarbon API": [[12, null], [12, "id1"], [21, "codecarbon-api"]], "Collecting emissions to a logger": [[23, null]], "Comet Integration": [[13, null]], "Command line": [[24, "command-line"]], "Comparisons": [[19, "comparisons"]], "Configuration": [[24, "configuration"]], "Configuration priority": [[24, "configuration-priority"]], "Context manager": [[24, "context-manager"], [24, "id2"]], "Create a logger": [[23, "create-a-logger"]], "Create an EmissionTracker": [[23, "create-an-emissiontracker"]], "Data Fields Logged for Each Experiment": [[21, "id4"]], "Decorator": [[24, "decorator"], [24, "id3"]], "Dependencies": [[17, "dependencies"]], "Electricity consumption of AI cloud instance": [[19, "id1"]], "Electricity production carbon intensity per country": [[25, "electricity-production-carbon-intensity-per-country"]], "Example": [[23, "example"]], "Examples": [[14, null]], "Explicit Object": [[24, "explicit-object"], [24, "id1"]], "Frequently Asked Questions": [[15, null]], "From PyPi repository": [[17, "from-pypi-repository"]], "From conda repository": [[17, "from-conda-repository"]], "GPU": [[18, "gpu"]], "Getting Started": [[16, null]], "Google Cloud Logging": [[23, "google-cloud-logging"]], "HTTP Output": [[21, "http-output"]], "How CodeCarbon Works": [[18, "how-codecarbon-works"]], "How to test in local": [[21, "how-to-test-in-local"]], "How to use it": [[21, "how-to-use-it"]], "Impact of time of year and region": [[19, "impact-of-time-of-year-and-region"]], "Indices and tables": [[16, "indices-and-tables"]], "Input Parameters": 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"decorator"], [12, "id3"]], "Dependencies": [[5, "dependencies"]], "Electricity consumption of AI cloud instance": [[7, "id1"]], "Electricity production carbon intensity per country": [[13, "electricity-production-carbon-intensity-per-country"]], "Example": [[11, "example"]], "Examples": [[2, null]], "Explicit Object": [[12, "explicit-object"], [12, "id1"]], "Frequently Asked Questions": [[3, null]], "From PyPi repository": [[5, "from-pypi-repository"]], "From conda repository": [[5, "from-conda-repository"]], "GPU": [[6, "gpu"]], "Getting Started": [[4, null]], "Google Cloud Logging": [[11, "google-cloud-logging"]], "HTTP Output": [[9, "http-output"]], "How CodeCarbon Works": [[6, "how-codecarbon-works"]], "How to test in local": [[9, "how-to-test-in-local"]], "How to use it": [[9, "how-to-use-it"]], "Impact of time of year and region": [[7, "impact-of-time-of-year-and-region"]], "Indices and tables": [[4, "indices-and-tables"]], "Input Parameters": [[10, "input-parameters"], [10, 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[10, 11], "save_to_prometheu": [9, 10], "scale": 7, "schedul": [6, 12], "scheme": 3, "scientist": 1, "script": 12, "sdk": 11, "search": [1, 4, 9], "second": [5, 6, 9, 10], "section": 12, "sector": 8, "see": [1, 6, 9, 10, 11, 12, 13], "self": 9, "send": [5, 9, 10, 11, 12], "sent": [9, 13], "sequenti": 2, "seri": 13, "server": [0, 4, 9, 10], "servic": [4, 9], "set": [0, 1, 9, 10, 11, 12], "setlevel": 11, "sever": 13, "share": 13, "shell": 12, "shot": 3, "should": [3, 6, 10], "show": [6, 7, 13], "shown": 13, "side": [7, 13], "sidebar": 1, "sign": 10, "signific": [6, 8], "silicon": 6, "singl": [3, 12], "small": [6, 7, 12], "so": [0, 3, 6, 9, 10, 12], "solar": 6, "solut": 6, "some": [6, 11, 12], "soon": 12, "sophist": 8, "sourc": [3, 7], "sp0": 9, "sparsecategoricalcrossentropi": 2, "specif": [4, 6, 8, 11, 12], "specifi": [0, 9, 10, 11], "split": 12, "standard": [3, 8, 10], "start": [1, 2, 5, 6, 9, 11, 12], "start_task": 12, "state": [8, 9, 10], "statist": 6, "stdout": 1, "still": [6, 11], "stop": [2, 6, 9, 11, 12], "stop_task": 12, "stream": 11, "string": 10, "structur": 12, "studi": 7, "subclass": 11, "subscript": 3, "success": 3, "sudo": [5, 6], "sudoer": 6, "suffix": 9, "sum": 9, "suppli": 6, "support": [6, 10, 11, 12], "sure": 1, "sustain": 3, "switch": [6, 13], "sy": [5, 6], "syntax": 12, "sysf": 5, "sysfsutil": 5, "system": [1, 5, 9, 11], "systemat": 10, "systemctl": 5, "systemd": 5, "t": [6, 12], "tab": 1, "tabl": [6, 7], "taken": 1, "target": [5, 9], "task": [8, 12], "tdp": 6, "team": 0, "tee": 5, "tell": 0, "tensorflow": 2, "termin": 5, "test": [6, 12], "tf": 2, "than": 11, "them": 3, "therefor": 3, "thermal": 6, "thi": [0, 3, 6, 7, 8, 9, 10, 11, 12, 13], "those": 13, "through": 4, "thu": 8, "ti": 9, "time": [1, 4, 6, 9, 12, 13], "timeseri": 0, "timestamp": 9, "tini": 7, "tm": 9, "token": [10, 12], "toml": 5, "tool": [1, 6, 7, 12], "toolkit": 6, "top": 13, "total": [9, 13], "trace": 5, "track": [1, 6, 8, 9, 10, 11, 12], "track_emiss": [0, 2, 4, 12], "tracker": [2, 6, 9, 10, 11, 12], "tracking_mod": [9, 10, 12], "train": [0, 1, 2, 7, 8, 12], "train_model": [0, 2], "training_loop": 12, "transf": 7, "trigger": [9, 11], "true": [0, 2, 9, 10, 11, 12], "try": [3, 6, 10, 12], "tv": 13, "two": [0, 6, 12], "typer": 5, "typic": 11, "u": [5, 6, 7, 9, 10], "ubiquit": 8, "ubuntu": 5, "ui": 1, "unchang": 12, "under": 12, "underli": [6, 8], "understand": 13, "unfortun": 3, "unit": 5, "up": [9, 10, 12], "updat": 10, "upload": 0, "url": 10, "us": [0, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13], "usa": 9, "usabl": [6, 11], "usag": [4, 10], "user": [5, 6, 10, 12, 13], "useradd": 5, "usernam": 6, "usr": 6, "usual": 9, "uuid": 12, "v100": 7, "valid": 11, "valu": [6, 9, 10, 12], "variabl": [10, 12], "variou": [8, 11, 13], "vast": 8, "ve": 1, "venv": 5, "verbos": [5, 10], "version": [9, 12], "via": [3, 8], "victor": 12, "view": [1, 3], "virtual": 5, "vision": 7, "visual": [1, 4], "visudo": 6, "vit": 7, "voil\u00e0": 1, "w": 9, "wai": 12, "wait": 5, "want": [6, 10, 12], "wantedbi": 5, "warm": 8, "warn": [10, 12], "watch": 13, "watt": [6, 10], "we": [3, 5, 6, 8, 12], "web": [0, 12], "webhook": 9, "websit": [1, 5], "week": 8, "weekli": 13, "weight": 6, "welcom": 6, "well": 3, "what": 3, "when": [1, 3, 6, 9, 10, 12], "where": [9, 10, 12], "which": [6, 8, 10, 12], "who": 13, "wikipedia": 12, "wind": 6, "window": [6, 9], "within": 12, "without": [6, 12], "wonder": 12, "work": [3, 5, 8, 12], "workingdirectori": 5, "world": [3, 6], "would": [7, 8], "wrap": 12, "wren": 3, "write": 12, "written": [10, 12], "x": [9, 10], "x_test": 2, "x_train": 2, "y": 9, "y_test": 2, "y_train": 2, "year": [4, 6, 8], "yet": 12, "yield": 12, "york": 10, "you": [0, 1, 3, 5, 6, 9, 10, 12, 13], "your": [0, 1, 3, 5, 6, 9, 10, 12, 13], "yourself": 6, "zone": 10}, "titles": ["CodeCarbon API", "Comet Integration", "Examples", "Frequently Asked Questions", "CodeCarbon", "Installing CodeCarbon", "Methodology", "Model Comparisons", "Motivation", "Output", "Parameters", "Collecting emissions to a logger", "Quickstart", "Visualize"], "titleterms": {"access": 12, "across": 6, "ai": 7, "an": 11, "api": [0, 9], "ask": 3, "authent": 11, "beta": 13, "carbon": [6, 13], "cloud": [7, 11, 13], "codecarbon": [0, 4, 5, 6, 9], "collect": 11, "comet": 1, "command": 12, "comparison": [7, 13], "conda": 5, "configur": 12, "consumpt": 7, "context": [2, 12], "countri": 13, "cpu": 6, "creat": 11, "csv": 9, "data": 9, "decor": [2, 12], "depend": 5, "detail": 13, "each": 9, "electr": [7, 13], "emiss": 11, "emissiontrack": 11, "energi": 6, "equival": 13, "exampl": [2, 11], "experi": 9, "explicit": [2, 12], "field": 9, "frequent": 3, "from": [5, 13], "get": 4, "global": 13, "googl": 11, "gpu": 6, "how": [6, 9], "http": 9, "impact": 7, "indic": 4, "input": 10, "instal": 5, "instanc": 7, "integr": 1, "intens": [6, 13], "internet": 12, "introduct": 4, "line": 12, "linux": 5, "local": 9, "log": [4, 9, 11], "logfir": 9, "logger": [9, 11], "manag": [2, 12], "methodologi": 6, "mode": [10, 12], "model": 7, "more": 13, "motiv": 8, "object": [2, 12], "offlin": [10, 12, 13], "offlineemissionstrack": 10, "onlin": [12, 13], "output": [9, 10], "paramet": 10, "per": 13, "power": 6, "prioriti": 12, "product": 13, "prometheu": 9, "proxi": 12, "pypi": 5, "python": 11, "question": 3, "quickstart": 12, "ram": 6, "refer": [6, 7], "region": [7, 13], "repositori": 5, "server": 12, "servic": 5, "sourc": 6, "specif": 10, "start": 4, "summari": 13, "tabl": 4, "test": 9, "through": 12, "time": 7, "track_emiss": 10, "us": [2, 9], "usag": 6, "visual": 13, "work": 6, "year": 7}})
\ No newline at end of file
diff --git a/docs/to_logger.html b/docs/to_logger.html
index 6cdb5cf9c..c8a55c60e 100644
--- a/docs/to_logger.html
+++ b/docs/to_logger.html
@@ -6,14 +6,14 @@
   
 
   
-  Collecting emissions to a logger — CodeCarbon 2.8.2 documentation
-      
+  Collecting emissions to a logger — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
@@ -112,7 +112,7 @@ 
    Create a logger
 
    Python logger
    
-
    import logging
+
    import logging
 
 # Create a dedicated logger (log name can be the CodeCarbon project name for example)
 _logger = logging.getLogger(log_name)
@@ -132,7 +132,7 @@ 
    Python logger
 
    Google Cloud Logging
    
-
    import google.cloud.logging
+
    import google.cloud.logging
 
 
 # Create a Cloud Logging client (specify project name if needed, otherwise Google SDK default project name is used)
diff --git a/docs/usage.html b/docs/usage.html
index 74d86e794..35fde79d7 100644
--- a/docs/usage.html
+++ b/docs/usage.html
@@ -6,14 +6,14 @@
   
 
   
-  Quickstart — CodeCarbon 2.8.2 documentation
-      
+  Quickstart — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
@@ -144,7 +144,7 @@ 
    Command line
    
 
    In the case of absence of a single entry and stop point for the training code base, users can instantiate a EmissionsTracker object and
 pass it as a parameter to function calls to start and stop the emissions tracking of the compute section.
    
-
    from codecarbon import EmissionsTracker
+
    from codecarbon import EmissionsTracker
 tracker = EmissionsTracker()
 tracker.start()
 try:
@@ -177,7 +177,7 @@ 
    Explicit Object
 
    Context manager
    
 
    The Emissions tracker also works as a context manager.
    
-
    from codecarbon import EmissionsTracker
+
    from codecarbon import EmissionsTracker
 
 with EmissionsTracker() as tracker:
     # Compute intensive training code goes here
@@ -189,10 +189,10 @@ 
    Context manager
    
 
    In case the training code base is wrapped in a function, users can use the decorator @track_emissions within the function to enable tracking
 emissions of the training code.
    
-
    from codecarbon import track_emissions
+
    from codecarbon import track_emissions
 
 @track_emissions
-def training_loop():
+def training_loop():
     # Compute intensive training code goes here
 
    
 
    
@@ -210,7 +210,7 @@ 
    Offline Mode
 
    Explicit Object
    
 
    Developers can use the OfflineEmissionsTracker object to track emissions as follows:
    
-
    from codecarbon import OfflineEmissionsTracker
+
    from codecarbon import OfflineEmissionsTracker
 tracker = OfflineEmissionsTracker(country_iso_code="CAN")
 tracker.start()
 # GPU intensive training code
@@ -221,7 +221,7 @@ 
    Explicit Object
 
    Context manager
    
 
    The OfflineEmissionsTracker also works as a context manager
    
-
    from codecarbon import OfflineEmissionsTracker
+
    from codecarbon import OfflineEmissionsTracker
 
 with OfflineEmissionsTracker() as tracker:
 # GPU intensive training code  goes here
@@ -235,9 +235,9 @@ 
    Decorator<
 
  • offline needs to be set to True, which defaults to False for online mode.
    • 
 
  • country_iso_code the 3-letter alphabet ISO Code of the country where the compute infrastructure is hosted
    • 
 
-
    from codecarbon import track_emissions
+
    from codecarbon import track_emissions
 @track_emissions(offline=True, country_iso_code="CAN")
-def training_loop():
+def training_loop():
     # training code goes here
     pass
 
    
@@ -337,7 +337,7 @@ 
    Access internet through proxy server
    import os
+
    import os
 
 os.environ["HTTPS_PROXY"] = "http://0.0.0.0:0000"
 
    
diff --git a/docs/visualize.html b/docs/visualize.html
index a61eda149..f56105172 100644
--- a/docs/visualize.html
+++ b/docs/visualize.html
@@ -6,14 +6,14 @@
   
 
   
-  Visualize — CodeCarbon 2.8.2 documentation
-      
+  Visualize — CodeCarbon 2.8.3 documentation
+      
       
 
   
       
       
-      
+      
       
       
     
diff --git a/pyproject.toml b/pyproject.toml
index ca45e26c0..21e3b4a3e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -185,7 +185,7 @@ include = [
 ]
 
 [tool.bumpver]
-current_version = "2.8.2"
+current_version = "2.8.3"
 version_pattern = "MAJOR.MINOR.PATCH"
 
 [tool.bumpver.file_patterns]
diff --git a/requirements.txt b/requirements.txt
index a4db61f36..782306860 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -16,20 +16,20 @@
 # - typer
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.default
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.default
     #   typer
@@ -54,7 +54,7 @@ markdown-it-py==3.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
-numpy==2.2.0
+numpy==2.2.2
     # via pandas
 nvidia-ml-py==12.560.30
     # via pynvml
@@ -62,15 +62,15 @@ pandas==2.2.3
     # via hatch.envs.default
 prometheus-client==0.21.1
     # via hatch.envs.default
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.default
 py-cpuinfo==9.0.0
     # via hatch.envs.default
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.default
@@ -80,9 +80,9 @@ python-dateutil==2.9.0.post0
     #   pandas
 pytz==2024.2
     # via pandas
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.default
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.default
 requests==2.32.3
     # via hatch.envs.default
@@ -111,7 +111,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via requests
 wcwidth==0.2.13
     # via prompt-toolkit
diff --git a/requirements/requirements-api.txt b/requirements/requirements-api.txt
index a92ebd503..d9ad23663 100644
--- a/requirements/requirements-api.txt
+++ b/requirements/requirements-api.txt
@@ -42,7 +42,7 @@
 
 alembic==1.14.0
     # via hatch.envs.api
-anyio==4.7.0
+anyio==4.8.0
     # via
     #   httpx
     #   starlette
@@ -53,23 +53,23 @@ asgiref==3.8.1
     # via opentelemetry-instrumentation-asgi
 bcrypt==4.2.1
     # via hatch.envs.api
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.api
     #   typer
     #   uvicorn
 cryptography==44.0.0
     # via jwcrypto
-dependency-injector==4.44.0
+dependency-injector==4.45.0
     # via hatch.envs.api
 deprecated==1.2.15
     # via
@@ -131,7 +131,7 @@ mdurl==0.1.2
     # via markdown-it-py
 mock==5.1.0
     # via hatch.envs.api
-numpy==2.2.0
+numpy==2.2.2
     # via
     #   hatch.envs.api
     #   pandas
@@ -186,14 +186,14 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.api
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
 protobuf==5.29.3
     # via
     #   googleapis-common-protos
     #   logfire
     #   opentelemetry-proto
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.api
 psycopg2-binary==2.9.10
     # via hatch.envs.api
@@ -201,12 +201,12 @@ py-cpuinfo==9.0.0
     # via hatch.envs.api
 pycparser==2.22
     # via cffi
-pydantic==1.10.19
+pydantic==1.10.21
     # via
     #   hatch.envs.api
     #   fastapi
     #   fastapi-pagination
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pyjwt==2.10.1
     # via hatch.envs.api
@@ -227,9 +227,9 @@ pyyaml==6.0.2
     # via
     #   responses
     #   uvicorn
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.api
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.api
 requests==2.32.3
     # via
@@ -239,7 +239,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.api
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.api
 rich==13.9.4
     # via
@@ -249,9 +249,7 @@ rich==13.9.4
 shellingham==1.5.4
     # via typer
 six==1.17.0
-    # via
-    #   dependency-injector
-    #   python-dateutil
+    # via python-dateutil
 sniffio==1.3.1
     # via
     #   anyio
@@ -280,15 +278,15 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses
-uvicorn==0.32.1
+uvicorn==0.34.0
     # via hatch.envs.api
 uvloop==0.21.0
     # via uvicorn
-watchfiles==1.0.3
+watchfiles==1.0.4
     # via uvicorn
 wcwidth==0.2.13
     # via prompt-toolkit
diff --git a/requirements/requirements-carbonboard.txt b/requirements/requirements-carbonboard.txt
index eec85b157..cb5c84413 100644
--- a/requirements/requirements-carbonboard.txt
+++ b/requirements/requirements-carbonboard.txt
@@ -19,22 +19,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.carbonboard
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.carbonboard
     #   flask
@@ -88,7 +88,7 @@ mdurl==0.1.2
     # via markdown-it-py
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0
+numpy==2.2.2
     # via pandas
 nvidia-ml-py==12.560.30
     # via pynvml
@@ -100,15 +100,15 @@ plotly==5.24.1
     # via dash
 prometheus-client==0.21.1
     # via hatch.envs.carbonboard
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.carbonboard
 py-cpuinfo==9.0.0
     # via hatch.envs.carbonboard
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.carbonboard
@@ -118,9 +118,9 @@ python-dateutil==2.9.0.post0
     #   pandas
 pytz==2024.2
     # via pandas
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.carbonboard
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.carbonboard
 requests==2.32.3
     # via
@@ -160,7 +160,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via requests
 wcwidth==0.2.13
     # via prompt-toolkit
diff --git a/requirements/requirements-dashboard.txt b/requirements/requirements-dashboard.txt
index 529fbbe4d..dc1e2a024 100644
--- a/requirements/requirements-dashboard.txt
+++ b/requirements/requirements-dashboard.txt
@@ -19,22 +19,22 @@
 # - typer
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.dashboard
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.dashboard
     #   flask
@@ -45,7 +45,7 @@ dash==2.18.2
     # via
     #   hatch.envs.dashboard
     #   dash-bootstrap-components
-dash-bootstrap-components==1.6.0
+dash-bootstrap-components==1.7.1
     # via hatch.envs.dashboard
 dash-core-components==2.0.0
     # via dash
@@ -86,7 +86,7 @@ mdurl==0.1.2
     # via markdown-it-py
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0
+numpy==2.2.2
     # via pandas
 nvidia-ml-py==12.560.30
     # via pynvml
@@ -100,15 +100,15 @@ plotly==5.24.1
     #   dash
 prometheus-client==0.21.1
     # via hatch.envs.dashboard
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.dashboard
 py-cpuinfo==9.0.0
     # via hatch.envs.dashboard
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.dashboard
@@ -118,9 +118,9 @@ python-dateutil==2.9.0.post0
     #   pandas
 pytz==2024.2
     # via pandas
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.dashboard
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.dashboard
 requests==2.32.3
     # via
@@ -158,7 +158,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via requests
 wcwidth==0.2.13
     # via prompt-toolkit
diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt
index 9cfcf5c1d..9cc8d7ae3 100644
--- a/requirements/requirements-dev.txt
+++ b/requirements/requirements-dev.txt
@@ -21,7 +21,7 @@
 # - typer
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.dev
@@ -29,7 +29,7 @@ black==24.10.0
     # via hatch.envs.dev
 bumpver==2024.1130
     # via hatch.envs.dev
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
@@ -38,9 +38,9 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.dev
     #   black
@@ -62,7 +62,7 @@ httpcore==1.0.7
     # via httpx
 httpx==0.27.2
     # via fief-client
-identify==2.6.3
+identify==2.6.5
     # via pre-commit
 idna==3.10
     # via
@@ -77,7 +77,7 @@ markdown-it-py==3.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
-mypy==1.13.0
+mypy==1.14.1
     # via hatch.envs.dev
 mypy-extensions==1.0.0
     # via
@@ -85,7 +85,7 @@ mypy-extensions==1.0.0
     #   mypy
 nodeenv==1.9.1
     # via pre-commit
-numpy==2.2.0
+numpy==2.2.2
     # via pandas
 nvidia-ml-py==12.560.30
     # via pynvml
@@ -103,15 +103,15 @@ pre-commit==4.0.1
     # via hatch.envs.dev
 prometheus-client==0.21.1
     # via hatch.envs.dev
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.dev
 py-cpuinfo==9.0.0
     # via hatch.envs.dev
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.dev
@@ -123,9 +123,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via pre-commit
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.dev
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.dev
 requests==2.32.3
     # via hatch.envs.dev
@@ -133,7 +133,7 @@ rich==13.9.4
     # via
     #   hatch.envs.dev
     #   typer
-ruff==0.8.3
+ruff==0.9.2
     # via hatch.envs.dev
 shellingham==1.5.4
     # via typer
@@ -159,9 +159,9 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via requests
-virtualenv==20.28.0
+virtualenv==20.29.1
     # via pre-commit
 wcwidth==0.2.13
     # via prompt-toolkit
diff --git a/requirements/requirements-test.py3.10.txt b/requirements/requirements-test.py3.10.txt
index f65f3a75c..68366fde0 100644
--- a/requirements/requirements-test.py3.10.txt
+++ b/requirements/requirements-test.py3.10.txt
@@ -28,22 +28,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.test.py3.10
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.10
     #   flask
@@ -105,7 +105,7 @@ mock==5.1.0
     # via hatch.envs.test.py3.10
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0 ; python_version >= "3.9"
+numpy==2.2.2 ; python_version >= "3.9"
     # via
     #   hatch.envs.test.py3.10
     #   pandas
@@ -123,15 +123,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.10
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.10
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.10
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.test.py3.10
@@ -145,9 +145,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.10
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.test.py3.10
 requests==2.32.3
     # via
@@ -157,7 +157,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.10
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.10
 retrying==1.3.4
     # via dash
@@ -196,7 +196,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses
diff --git a/requirements/requirements-test.py3.11.txt b/requirements/requirements-test.py3.11.txt
index fa6639549..20acb0842 100644
--- a/requirements/requirements-test.py3.11.txt
+++ b/requirements/requirements-test.py3.11.txt
@@ -28,22 +28,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.test.py3.11
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.11
     #   flask
@@ -101,7 +101,7 @@ mock==5.1.0
     # via hatch.envs.test.py3.11
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0 ; python_version >= "3.9"
+numpy==2.2.2 ; python_version >= "3.9"
     # via
     #   hatch.envs.test.py3.11
     #   pandas
@@ -119,15 +119,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.11
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.11
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.11
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.test.py3.11
@@ -141,9 +141,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.11
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.test.py3.11
 requests==2.32.3
     # via
@@ -153,7 +153,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.11
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.11
 retrying==1.3.4
     # via dash
@@ -189,7 +189,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses
diff --git a/requirements/requirements-test.py3.12.txt b/requirements/requirements-test.py3.12.txt
index c7aed5d0f..14b1fe819 100644
--- a/requirements/requirements-test.py3.12.txt
+++ b/requirements/requirements-test.py3.12.txt
@@ -28,22 +28,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.test.py3.12
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.12
     #   flask
@@ -101,7 +101,7 @@ mock==5.1.0
     # via hatch.envs.test.py3.12
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0 ; python_version >= "3.9"
+numpy==2.2.2 ; python_version >= "3.9"
     # via
     #   hatch.envs.test.py3.12
     #   pandas
@@ -119,15 +119,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.12
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.12
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.12
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.test.py3.12
@@ -141,9 +141,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.12
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.test.py3.12
 requests==2.32.3
     # via
@@ -153,7 +153,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.12
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.12
 retrying==1.3.4
     # via dash
@@ -189,7 +189,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses
diff --git a/requirements/requirements-test.py3.13.txt b/requirements/requirements-test.py3.13.txt
index 4be651a40..836a2bfa4 100644
--- a/requirements/requirements-test.py3.13.txt
+++ b/requirements/requirements-test.py3.13.txt
@@ -28,22 +28,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.test.py3.13
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.13
     #   flask
@@ -101,7 +101,7 @@ mock==5.1.0
     # via hatch.envs.test.py3.13
 nest-asyncio==1.6.0
     # via dash
-numpy==2.2.0 ; python_version >= "3.9"
+numpy==2.2.2 ; python_version >= "3.9"
     # via
     #   hatch.envs.test.py3.13
     #   pandas
@@ -119,15 +119,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.13
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.13
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.13
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.test.py3.13
@@ -141,9 +141,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.13
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.test.py3.13
 requests==2.32.3
     # via
@@ -153,7 +153,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.13
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.13
 retrying==1.3.4
     # via dash
@@ -188,7 +188,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses
diff --git a/requirements/requirements-test.py3.8.txt b/requirements/requirements-test.py3.8.txt
index 630484016..26da9eb44 100644
--- a/requirements/requirements-test.py3.8.txt
+++ b/requirements/requirements-test.py3.8.txt
@@ -34,16 +34,16 @@ arrow==1.3.0
     # via hatch.envs.test.py3.8
 blinker==1.8.2
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.8
     #   flask
@@ -125,15 +125,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.8
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.8
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.8
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==11.5.3
     # via hatch.envs.test.py3.8
@@ -147,7 +147,7 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.8
 rapidfuzz==3.9.7
     # via hatch.envs.test.py3.8
@@ -159,7 +159,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.8
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.8
 retrying==1.3.4
     # via dash
diff --git a/requirements/requirements-test.py3.9.txt b/requirements/requirements-test.py3.9.txt
index 71dd1d5da..2742ea4af 100644
--- a/requirements/requirements-test.py3.9.txt
+++ b/requirements/requirements-test.py3.9.txt
@@ -28,22 +28,22 @@
 # - fire
 #
 
-anyio==4.7.0
+anyio==4.8.0
     # via httpx
 arrow==1.3.0
     # via hatch.envs.test.py3.9
 blinker==1.9.0
     # via flask
-certifi==2024.8.30
+certifi==2024.12.14
     # via
     #   httpcore
     #   httpx
     #   requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
     # via requests
-click==8.1.7
+click==8.1.8
     # via
     #   hatch.envs.test.py3.9
     #   flask
@@ -125,15 +125,15 @@ pluggy==1.5.0
     # via pytest
 prometheus-client==0.21.1
     # via hatch.envs.test.py3.9
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.48
     # via questionary
-psutil==6.1.0
+psutil==6.1.1
     # via hatch.envs.test.py3.9
 py-cpuinfo==9.0.0
     # via hatch.envs.test.py3.9
 pycparser==2.22
     # via cffi
-pygments==2.18.0
+pygments==2.19.1
     # via rich
 pynvml==12.0.0
     # via hatch.envs.test.py3.9
@@ -147,9 +147,9 @@ pytz==2024.2
     # via pandas
 pyyaml==6.0.2
     # via responses
-questionary==2.0.1
+questionary==2.1.0
     # via hatch.envs.test.py3.9
-rapidfuzz==3.10.1
+rapidfuzz==3.11.0
     # via hatch.envs.test.py3.9
 requests==2.32.3
     # via
@@ -159,7 +159,7 @@ requests==2.32.3
     #   responses
 requests-mock==1.12.1
     # via hatch.envs.test.py3.9
-responses==0.25.3
+responses==0.25.6
     # via hatch.envs.test.py3.9
 retrying==1.3.4
     # via dash
@@ -198,7 +198,7 @@ typing-extensions==4.12.2
     #   typer
 tzdata==2024.2
     # via pandas
-urllib3==2.2.3
+urllib3==2.3.0
     # via
     #   requests
     #   responses