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.. \_cython: Cython Best Practices, Conventions and Knowledge ================================================ This document contains tips to develop Cython code in scikit-learn. Tips for developing with Cython in scikit-learn ----------------------------------------------- Tips to ease development ^^^^^^^^^^^^^^^^^^^^... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/cython.rst | main | scikit-learn | [
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of Cython code, the better" is a good rule of thumb. \* ``nogil`` declarations are just hints: when declaring the ``cdef`` functions as nogil, it means that they can be called without holding the GIL, but it does not release the GIL when entering them. You have to do that yourself either by passing ``nogil=True`` to ``... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/cython.rst | main | scikit-learn | [
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.. \_develop: ================================== Developing scikit-learn estimators ================================== Whether you are proposing an estimator for inclusion in scikit-learn, developing a separate package compatible with scikit-learn, or implementing custom components for your own projects, this chapter d... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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few places, only in some meta-estimators, where the sub-estimator(s) argument is a required argument. Most arguments correspond to hyperparameters describing the model or the optimisation problem the estimator tries to solve. Other parameters might define how the estimator behaves, e.g. defining the location of a cache... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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need to accept a ``y`` argument in the second place if they are implemented. The method should return the object (``self``). This pattern is useful to be able to implement quick one liners in an IPython session such as:: y\_predicted = SGDClassifier(alpha=10).fit(X\_train, y\_train).predict(X\_test) Depending on the na... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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ways to achieve the correct interface more easily. .. topic:: Project template: We provide a `project template `\_ which helps in the creation of Python packages containing scikit-learn compatible estimators. It provides: \* an initial git repository with Python package directory structure \* a template of a scikit-lea... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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0.0 subestimator\_\_max\_iter -> 100 subestimator\_\_n\_jobs -> None subestimator\_\_penalty -> deprecated subestimator\_\_random\_state -> None subestimator\_\_solver -> lbfgs subestimator\_\_tol -> 0.0001 subestimator\_\_verbose -> 0 subestimator\_\_warm\_start -> False subestimator -> LogisticRegression() If the met... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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accept a ``y`` parameter in their ``fit`` method, but it should be ignored. Clustering algorithms should set a ``labels\_`` attribute, storing the labels assigned to each sample. If applicable, they can also implement a ``predict`` method, returning the labels assigned to newly given samples. If one needs to check the ... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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arrays in `transform`, auto wrapping will only wrap the first array and not alter the other arrays. Refer to the :ref:`user guide ` for more details and :ref:`sphx\_glr\_auto\_examples\_miscellaneous\_plot\_set\_output.py` for an example on how to use the API. .. \_developer\_api\_check\_is\_fitted: Developer API for `... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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A good example of code that we like can be found `here `\_. Input validation ---------------- .. currentmodule:: sklearn.utils The module :mod:`sklearn.utils` contains various functions for doing input validation and conversion. Sometimes, ``np.asarray`` suffices for validation; do \*not\* use ``np.asanyarray`` or ``np... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/develop.rst | main | scikit-learn | [
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.. \_developers-utils: ======================== Utilities for Developers ======================== Scikit-learn contains a number of utilities to help with development. These are located in :mod:`sklearn.utils`, and include tools in a number of categories. All the following functions and classes are in the module :mod:`... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/utilities.rst | main | scikit-learn | [
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the minimum of the positive values within an array. - :func:`extmath.fast\_logdet`: efficiently compute the log of the determinant of a matrix. - :func:`extmath.density`: efficiently compute the density of a sparse vector - :func:`extmath.safe\_sparse\_dot`: dot product which will correctly handle ``scipy.sparse`` inpu... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/utilities.rst | main | scikit-learn | [
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module can also be "cimported" from other cython modules so as to benefit from the high performance of MurmurHash while skipping the overhead of the Python interpreter. Warnings and Exceptions ======================= - :class:`deprecated`: Decorator to mark a function or class as deprecated. - :class:`~sklearn.exceptio... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/utilities.rst | main | scikit-learn | [
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.. \_developers-tips: =========================== Developers' Tips and Tricks =========================== Productivity and sanity-preserving tips ======================================= In this section we gather some useful advice and tools that may increase your quality-of-life when reviewing pull requests, running un... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/tips.rst | main | scikit-learn | [
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wrapped on screen. Issue: Usage questions :: You are asking a usage question. The issue tracker is for bugs and new features. For usage questions, it is recommended to try [Stack Overflow](https://stackoverflow.com/questions/tagged/scikit-learn) or [the Mailing List](https://mail.python.org/mailman/listinfo/scikit-lear... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/tips.rst | main | scikit-learn | [
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developers to agree that your pull request is desirable and ready. [Please be patient](https://scikit-learn.org/dev/faq.html#why-is-my-pull-request-not-getting-any-attention), as we mostly rely on volunteered time from busy core developers. (You are also welcome to help us out with [reviewing other PRs](https://scikit-... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/tips.rst | main | scikit-learn | [
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errors. Uninitialized variables can lead to unexpected behavior that is difficult to track down. A very useful tool when debugging these sorts of errors is valgrind\_. Valgrind is a command-line tool that can trace memory errors in a variety of code. Follow these steps: 1. Install `valgrind`\_ on your system. 2. Downlo... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/tips.rst | main | scikit-learn | [
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written good guides about what it is and how it works. - `pandas setup doc `\_: pandas has a similar setup as ours (no spin or dev.py) - `scipy Meson doc `\_ gives more background about how Meson works behind the scenes | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/tips.rst | main | scikit-learn | [
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.. \_plotting\_api: ================================ Developing with the Plotting API ================================ Scikit-learn defines a simple API for creating visualizations for machine learning. The key features of this API are to run calculations once and to have the flexibility to adjust the visualizations af... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/plotting.rst | main | scikit-learn | [
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are a 1d ndarray corresponding to the list of axes passed in. Using `matplotlib` ------------------ To keep `scikit-learn` as lightweight as possible, `matplotlib` is not a required dependency for building and using the package (it is only required for building the docs). Therefore, it is also not imported globally in ... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/plotting.rst | main | scikit-learn | [
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.. \_bug\_triaging: Bug triaging and issue curation =============================== The `issue tracker `\_ is important to the communication in the project: it helps developers identify major projects to work on, as well as to discuss priorities. For this reason, it is important to curate it, adding labels to issues an... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/bug_triaging.rst | main | scikit-learn | [
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a good way to approach issue triaging: #. Thank the reporter for opening an issue The issue tracker is many people's first interaction with the scikit-learn project itself, beyond just using the library. As such, we want it to be a welcoming, pleasant experience. #. Is this a usage question? If so close it with a polit... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/bug_triaging.rst | main | scikit-learn | [
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.. \_setup\_development\_environment: Set up your development environment ----------------------------------- .. \_git\_repo: Fork the scikit-learn repository ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ First, you need to `create an account `\_ on GitHub (if you do not already have one) and fork the `project repository `\_\_ by c... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/development_setup.rst | main | scikit-learn | [
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support. Download the `Build Tools for Visual Studio installer `\_ and run the downloaded `vs\_buildtools.exe` file. During the installation you will need to make sure you select "Desktop development with C++", similarly to this screenshot: .. image:: ../images/visual-studio-build-tools-selection.png Next, install the ... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/development_setup.rst | main | scikit-learn | [
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and C++, as well as the Python header files: .. prompt:: sudo yum -y install gcc gcc-c++ python3-devel \* On Arche Linux, the Python header files are already included in the python installation, and `gcc`` includes the required compilers for C and C++: .. prompt:: sudo pacman -S gcc Now create a virtual environment (ve... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/development_setup.rst | main | scikit-learn | [
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.. \_minimal\_reproducer: ============================================== Crafting a minimal reproducer for scikit-learn ============================================== Whether submitting a bug report, designing a suite of tests, or simply posting a question in the discussions, being able to craft minimal, reproducible e... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/minimal_reproducer.rst | main | scikit-learn | [
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GradientBoostingRegressor(random\_state=0, n\_iter\_no\_change=5) gbdt.fit(X\_train, y\_train) # raises warning other\_score = gbdt.score(X\_test, y\_test) other\_score = gbdt.score(X\_test, y\_test) Boil down your script to something as small as possible ------------------------------------------------------- You have... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/minimal_reproducer.rst | main | scikit-learn | [
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snippet as follows .. code-block:: python from sklearn.datasets import make\_blobs n\_samples = 100 n\_components = 3 X, y = make\_blobs(n\_samples=n\_samples, centers=n\_components) It is not necessary to create several blocks of code when submitting a bug report. Remember other reviewers are going to copy-paste your ... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/minimal_reproducer.rst | main | scikit-learn | [
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per class. Noise can be introduced by means of correlated, redundant or uninformative features. .. code-block:: python from sklearn.datasets import make\_classification X, y = make\_classification( n\_features=2, n\_redundant=0, n\_informative=2, n\_clusters\_per\_class=1 ) `make\_blobs` ------------ Similarly to `make... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/minimal_reproducer.rst | main | scikit-learn | [
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.. \_misc-info: ================================================== Miscellaneous information / Troubleshooting ================================================== Here, you find some more advanced notes and troubleshooting tips related to :ref:`setup\_development\_environment`. .. \_openMP\_notes: Notes on OpenMP ======... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/misc_info.rst | main | scikit-learn | [
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.. \_callbacks\_support: =========================================== Implementing callback support in estimators =========================================== .. currentmodule:: sklearn.callback Adding :term:`callback` support in an estimator boils down to enabling the registration of callbacks, expressing :term:`fit` as... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/callback_support.rst | main | scikit-learn | [
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estimator is a meta-estimator, a task leaf usually corresponds to fitting a sub-estimator. Therefore, this leaf and the root task of the sub-estimator actually represent the same task. In this case the leaf task of the meta-estimator and the root task of the sub-estimator are merged into a single task. The task trees o... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/callback_support.rst | main | scikit-learn | [
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callback signaled to stop the `fit` process at the end of this task and `False` otherwise. - :meth:`~CallbackContext.propagate\_callback\_context`. This method enables combining the context trees of individual estimators and meta-estimators in estimator compositions (e.g. a `GridSearchCV` on a `LogisticRegression`) int... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/callback_support.rst | main | scikit-learn | [
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.. \_performance-howto: ========================= How to optimize for speed ========================= The following gives some practical guidelines to help you write efficient code for the scikit-learn project. .. note:: While it is always useful to profile your code so as to \*\*check performance assumptions\*\*, it i... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/performance.rst | main | scikit-learn | [
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Before starting the profiling session and engaging in tentative optimization iterations, it is important to measure the total execution time of the function we want to optimize without any kind of profiler overhead and save it somewhere for later reference:: In [4]: %timeit NMF(n\_components=16, tol=1e-2).fit(X) 1 loop... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/performance.rst | main | scikit-learn | [
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bash $ ipython profile create Then register the line\_profiler extension in ``~/.ipython/profile\_default/ipython\_config.py``:: c.TerminalIPythonApp.extensions.append('line\_profiler') c.InteractiveShellApp.extensions.append('line\_profiler') This will register the ``%lprun`` magic command in the IPython terminal appl... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/performance.rst | main | scikit-learn | [
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be used as follows:: In [1]: import numpy as np In [2]: %memit np.zeros(1e7) maximum of 3: 76.402344 MB per loop For more details, see the docstrings of the magics, using ``%memit?`` and ``%mprun?``. Using Cython ============ If profiling of the Python code reveals that the Python interpreter overhead is larger by one ... | https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/performance.rst | main | scikit-learn | [
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.. AUTO-GENERATED. Please DO NOT edit manually. .. role:: raw-html-m2r(raw) :format: html .. list-table:: :header-rows: 1 \* - :spelling:ignore:`Key` - Description - Type - Default \* - :spelling:ignore:`MTU` - Configure the underlying network MTU to overwrite auto-detected MTU. This value doesn't change the host netwo... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-pod - object - ``{}`` \* - :spelling:ignore:`authentication.mutual.spire.install.agent.priorityClassName` - The priority class to use for the spire agent - string - ``""`` \* - :spelling:ignore:`authentication... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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used (e.g. :raw-html-m2r:``.\ :raw-html-m2r:``.svc(.\*):\ :raw-html-m2r:`` format), Cilium Operator will resolve its address by looking up the clusterIP from Service resource. Example values: 10.0.0.1:8081, spire-server.cilium-spire.svc:8081 - string - ``nil`` \* - :spelling:ignore:`authentication.mutual.spire.trustDom... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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inside the cilium agent pod. If users disable ``autoMount``\ , it's expected that users have mounted bpffs filesystem at the specified ``bpf.root`` volume, and then the volume will be mounted inside the cilium agent pod at the same path. - bool - ``true`` \* - :spelling:ignore:`bpf.ctAccounting` - Enable CT accounting ... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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of service entries in the load balancer maps. - int - ``65536`` \* - :spelling:ignore:`bpf.lbModeAnnotation` - Enable the option to define the load balancing mode (SNAT or DSR) on a per-service basis through service.cilium.io/forwarding-mode annotation. - bool - ``false`` \* - :spelling:ignore:`bpf.lbSourceRangeAllType... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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number of successful finished jobs to keep - int - ``3`` \* - :spelling:ignore:`certgen.extraVolumeMounts` - Additional certgen volumeMounts. - list - ``[]`` \* - :spelling:ignore:`certgen.extraVolumes` - Additional certgen volumes. - list - ``[]`` \* - :spelling:ignore:`certgen.generateCA` - When set to true the certi... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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object - ``{}`` \* - :spelling:ignore:`clustermesh.apiserver.affinity` - Affinity for clustermesh.apiserver - object - ``{"podAntiAffinity":{"preferredDuringSchedulingIgnoredDuringExecution":[{"podAffinityTerm":{"labelSelector":{"matchLabels":{"k8s-app":"clustermesh-apiserver"}},"topologyKey":"kubernetes.io/hostname"},... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- int - ``9964`` \* - :spelling:ignore:`clustermesh.apiserver.metrics.port` - Configure the port the apiserver metric server listens on. - int - ``9962`` \* - :spelling:ignore:`clustermesh.apiserver.metrics.serviceMonitor.annotations` - Annotations to add to ServiceMonitor clustermesh-apiserver - object - ``{}`` \* - :... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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will require a full resync to ensure data integrity. Session affinity can reduce the likelihood of this happening, but may not be supported by all cloud providers. Possible values: - "HAOnly" (default) Only enable session affinity for deployments with more than 1 replica. - "Always" Always enable session affinity. - "N... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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object - ``{}`` \* - :spelling:ignore:`clustermesh.apiserver.tls.auto.certValidityDuration` - Generated certificates validity duration in days. - int - ``1095`` \* - :spelling:ignore:`clustermesh.apiserver.tls.auto.enabled` - When set to true, automatically generate a CA and certificates to enable mTLS between clusterm... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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set to false, you need to provide the following resources yourself: - (Secret) cilium-clustermesh (used by cilium-agent/cilium-operator to connect to the local etcd instance if KVStoreMesh is enabled or the remote clusters if KVStoreMesh is disabled) - (Secret) cilium-kvstoremesh (used by KVStoreMesh to connect to the ... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- object - ``{}`` \* - :spelling:ignore:`clustermesh.mcsapi.corednsAutoConfigure.priorityClassName` - Priority class for coredns-mcsapi-autoconfig ref: https://kubernetes.io/docs/concepts/scheduling-eviction/pod-priority-preemption/#priorityclass - string - ``""`` \* - :spelling:ignore:`clustermesh.mcsapi.corednsAutoCo... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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by the AWS CNI VPC plugin. - bool - ``true`` \* - :spelling:ignore:`cni.logFile` - Configure the log file for CNI logging with retention policy of 7 days. Disable CNI file logging by setting this field to empty explicitly. - string - ``"/var/run/cilium/cilium-cni.log"`` \* - :spelling:ignore:`cni.resources` - Specifies... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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a comma-separated string. - string - ``nil`` \* - :spelling:ignore:`daemon.enableSourceIPVerification` - enableSourceIPVerification is a boolean flag to enable or disable the Source IP verification of endpoints. This flag is useful when Cilium is chained with other CNIs. By default, this functionality is enabled - bool... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- Maximum number of IPs to retain for expired DNS lookups with still-active connections. - int - ``10000`` \* - :spelling:ignore:`dnsProxy.minTtl` - The minimum time, in seconds, to use DNS data for toFQDNs policies. If the upstream DNS server returns a DNS record with a shorter TTL, Cilium overwrites the TTL with this... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- Enable transparent network encryption. - bool - ``false`` \* - :spelling:ignore:`encryption.ipsec.interface` - The interface to use for encrypted traffic. - string - ``""`` \* - :spelling:ignore:`encryption.ipsec.keyFile` - Name of the key file inside the Kubernetes secret configured via secretName. - string - ``"key... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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be added to ztunnel pods. - object - ``{}`` \* - :spelling:ignore:`encryption.ztunnel.priorityClassName` - The priority class to use for ztunnel pods. - string - ``nil`` \* - :spelling:ignore:`encryption.ztunnel.readinessProbe` - Readiness probe configuration. - object - ``{"failureThreshold":3,"initialDelaySeconds":0,... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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0.0402... | -0.000159 |
which subnets are going to be used to create new ENIs Important note: This requires that each instance has an ENI with a matching subnet attached when Cilium is deployed. If you only want to control subnets for ENIs attached by Cilium, use the CNI configuration file settings (cni.customConf) instead. - list - ``[]`` \*... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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HTTP connection is closing. If set to 0, the connection is closed immediately (with TCP RST). If set to -1, the connection is closed asynchronously in the background. - string - ``nil`` \* - :spelling:ignore:`envoy.idleTimeoutDurationSeconds` - Set Envoy upstream HTTP idle connection timeout seconds. Does not apply to ... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- object - ``{}`` \* - :spelling:ignore:`envoy.podLabels` - Labels to be added to envoy pods - object - ``{}`` \* - :spelling:ignore:`envoy.podSecurityContext` - Security Context for cilium-envoy pods. - object - ``{"appArmorProfile":{"type":"Unconfined"}}`` \* - :spelling:ignore:`envoy.podSecurityContext.appArmorProfi... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- Timeout for the startup probe - int - ``5`` \* - :spelling:ignore:`envoy.streamIdleTimeoutDurationSeconds` - Set Envoy the amount of time that the connection manager will allow a stream to exist with no upstream or downstream activity. default 5 minutes - int - ``300`` \* - :spelling:ignore:`envoy.terminationGracePer... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- bool - ``false`` \* - :spelling:ignore:`gatewayAPI.enabled` - Enable support for Gateway API in cilium This will automatically set enable-envoy-config as well. - bool - ``false`` \* - :spelling:ignore:`gatewayAPI.externalTrafficPolicy` - Control how traffic from external sources is routed to the LoadBalancer Kubernet... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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of configmap with configuration that may be altered to reconfigure exporters within a running agents. - string - ``"cilium-flowlog-config"`` \* - :spelling:ignore:`hubble.export.dynamic.config.content` - -- Exporters configuration in YAML format. - list - ``[{"aggregationInterval":"0s","excludeFilters":[],"fieldAggrega... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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scrape is considered to be failed. - string - ``nil`` \* - :spelling:ignore:`hubble.metrics.tls.server.cert` - base64 encoded PEM values for the Hubble metrics server certificate (deprecated). Use existingSecret instead. - string - ``""`` \* - :spelling:ignore:`hubble.metrics.tls.server.existingSecret` - Name of the Se... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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environment variables. - list - ``[]`` \* - :spelling:ignore:`hubble.relay.extraVolumeMounts` - Additional hubble-relay volumeMounts. - list - ``[]`` \* - :spelling:ignore:`hubble.relay.extraVolumes` - Additional hubble-relay volumes. - list - ``[]`` \* - :spelling:ignore:`hubble.relay.gops.enabled` - Enable gops for h... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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``{}`` \* - :spelling:ignore:`hubble.relay.retryTimeout` - Backoff duration to retry connecting to the local hubble instance in case of failure (e.g. "30s"). - string - ``nil`` \* - :spelling:ignore:`hubble.relay.rollOutPods` - Roll out Hubble Relay pods automatically when configmap is updated. - bool - ``false`` \* - ... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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1 \*/4 \*","subject":{}}`` \* - :spelling:ignore:`hubble.tls.auto.certManagerIssuerRef` - certmanager issuer used when hubble.tls.auto.method=certmanager. - object - ``{}`` \* - :spelling:ignore:`hubble.tls.auto.certValidityDuration` - Generated certificates validity duration in days. Defaults to 365 days (1 year) beca... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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needs to be changed in case if ingress for hubble-ui is configured under some sub-path. Trailing ``/`` is required for custom path, ex. ``/service-map/`` - string - ``"/"`` \* - :spelling:ignore:`hubble.ui.enabled` - Whether to enable the Hubble UI. - bool - ``false`` \* - :spelling:ignore:`hubble.ui.frontend.extraEnv`... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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instead. - string - ``""`` \* - :spelling:ignore:`hubble.ui.tls.client.existingSecret` - Name of the Secret containing the client certificate and key for Hubble UI If specified, cert and key are ignored. - string - ``""`` \* - :spelling:ignore:`hubble.ui.tls.client.key` - base64 encoded PEM values for the Hubble UI cli... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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to propagate from Ingress to the Load Balancer service - list - ``["lbipam.cilium.io","nodeipam.cilium.io","service.beta.kubernetes.io","service.kubernetes.io","cloud.google.com"]`` \* - :spelling:ignore:`ingressController.loadbalancerMode` - Default ingress load balancer mode Supported values: shared, dedicated For gr... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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- string - ``"cluster-pool"`` \* - :spelling:ignore:`ipam.multiPoolPreAllocation` - Pre-allocation settings for IPAM in Multi-Pool mode - string - ``""`` \* - :spelling:ignore:`ipam.nodeSpec` - NodeSpec configuration for the IPAM - object - ``{"ipamMaxAllocate":null,"ipamMinAllocate":null,"ipamPreAllocate":null,"ipamSt... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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``nil`` \* - :spelling:ignore:`k8s.requireIPv4PodCIDR` - requireIPv4PodCIDR enables waiting for Kubernetes to provide the PodCIDR range via the Kubernetes node resource - bool - ``false`` \* - :spelling:ignore:`k8s.requireIPv6PodCIDR` - requireIPv6PodCIDR enables waiting for Kubernetes to provide the PodCIDR range via ... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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``false`` \* - :spelling:ignore:`l2announcements` - Configure L2 announcements - object - ``{"enabled":false}`` \* - :spelling:ignore:`l2announcements.enabled` - Enable L2 announcements - bool - ``false`` \* - :spelling:ignore:`l2podAnnouncements` - Configure L2 pod announcements - object - ``{"enabled":false,"interfac... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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Cilium resources. - string - ``""`` \* - :spelling:ignore:`nat.mapStatsEntries` - Number of the top-k SNAT map connections to track in Cilium statedb. - int - ``32`` \* - :spelling:ignore:`nat.mapStatsInterval` - Interval between how often SNAT map is counted for stats. - string - ``"30s"`` \* - :spelling:ignore:`nat46... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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object - ``{"allowPrivilegeEscalation":false,"capabilities":{"add":["SYS\_MODULE","NET\_ADMIN","SYS\_ADMIN","SYS\_CHROOT","SYS\_PTRACE"]},"privileged":false,"seLinuxOptions":{"level":"s0","type":"spc\_t"}}`` \* - :spelling:ignore:`nodeinit.startup` - startup offers way to customize startup nodeinit script (pre and post... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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class to use for cilium-operator - string - ``""`` \* - :spelling:ignore:`operator.prometheus` - Enable prometheus metrics for cilium-operator on the configured port at /metrics - object - ``{"enabled":true,"metricsService":false,"port":9963,"serviceMonitor":{"annotations":{},"enabled":false,"interval":"10s","jobLabel"... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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to override setting. - string - ``"blackhole"`` \* - :spelling:ignore:`podAnnotations` - Annotations to be added to agent pods - object - ``{}`` \* - :spelling:ignore:`podLabels` - Labels to be added to agent pods - object - ``{}`` \* - :spelling:ignore:`podSecurityContext` - Security Context for cilium-agent pods. - o... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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interval between checks of the readiness probe - int - ``5`` \* - :spelling:ignore:`preflight.resources` - preflight resource limits & requests ref: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/ - object - ``{}`` \* - :spelling:ignore:`preflight.securityContext` - Security context to be... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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may significantly impact scheduling throughput for large clusters. See: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#inter-pod-affinity-and-anti-affinity ``kube-scheduler`` mode forgoes the anti-affinity rule for full scheduling throughput. Kube-scheduler avoids host port conflict when sched... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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available. - int - ``5`` \* - :spelling:ignore:`standaloneDnsProxy.nodeSelector` - Standalone DNS proxy Node Selector - object - ``{"kubernetes.io/os":"linux"}`` \* - :spelling:ignore:`standaloneDnsProxy.rollOutPods` - Roll out Standalone DNS proxy automatically when configmap is updated. - bool - ``false`` \* - :spell... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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If disabled and tls.readSecretsOnlyFromSecretsNamespace is set to 'false', then secrets will be read directly by the agent. - string - ``nil`` \* - :spelling:ignore:`tls.secretsBackend` - This configures how the Cilium agent loads the secrets used TLS-aware CiliumNetworkPolicies (namely the secrets referenced by termin... | https://github.com/cilium/cilium/blob/main/Documentation/helm-values.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io Welcome to Cilium's documentation! ================================== The documentation is divided into the following sections: \* :ref:`k8s\_... | https://github.com/cilium/cilium/blob/main/Documentation/index.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_grpcapi\_ref: ################## gRPC API Reference ################## Hubble's gRPC API is stable as of version 1.0, backward compatibil... | https://github.com/cilium/cilium/blob/main/Documentation/grpcapi.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io ############### Further Reading ############### Other resources about eBPF and Cilium include: \* The `"Further Reading" section of the ebpf.i... | https://github.com/cilium/cilium/blob/main/Documentation/further_reading.rst | main | cilium | [
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.. \_kvstore: Key-Value Store ############### Cilium uses an external key-value store to exchange information across multiple Cilium instances: Layout ====== All data is stored under a common key prefix: ===================== ==================== Prefix Description ===================== ==================== ``cilium/``... | https://github.com/cilium/cilium/blob/main/Documentation/kvstore.rst | main | cilium | [
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15 minutes ``cilium/state/identities/v1/id/`` None Garbage collected by ``cilium-operator`` ``cilium/state/identities/v1/value//`` KVstoreLeaseTTL\_ 15 minutes ``cilium/state/ip/v1//`` KVstoreLeaseTTL\_ 15 minutes ``cilium/state/nodes/v1//`` KVstoreLeaseTTL\_ 15 minutes ``cilium/state/services/v1///`` KVstoreLeaseTTL\_... | https://github.com/cilium/cilium/blob/main/Documentation/kvstore.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Command Cheatsheet \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Cilium is controlled via an easy command-line int... | https://github.com/cilium/cilium/blob/main/Documentation/cheatsheet.rst | main | cilium | [
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reachable runtime (localhost) 10.0.2.15 true false $ Get the current agent configuration .. code-block:: shell-session cilium-dbg config Get list of all imported policy rules .. code-block:: shell-session cilium-dbg policy get Monitoring ~~~~~~~~~~~ Monitor cilium-dbg datapath notifications .. code-block:: shell-sessio... | https://github.com/cilium/cilium/blob/main/Documentation/cheatsheet.rst | main | cilium | [
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.. This file was autogenerated via Documentation/update-codeowners.sh, do not edit manually Code owners are used by the Cilium community to consolidate common knowledge into teams that can provide consistent and actionable feedback to contributors. This section will describe groups of teams and suggestions about the fo... | https://github.com/cilium/cilium/blob/main/Documentation/codeowners.rst | main | cilium | [
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This includes considering the cardinality impact of metrics being added or extended. - `@cilium/release-managers `\_\_: Review files related to releases like AUTHORS and VERSION. - `@cilium/security `\_\_: Provide feedback on changes that could have security implications for Cilium, and maintain security-related docume... | https://github.com/cilium/cilium/blob/main/Documentation/codeowners.rst | main | cilium | [
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- `@cilium/proxy `\_\_: Review low-level implementations used to redirect L7 traffic to the actual proxy implementations (FQDN, Envoy, ...). - `@cilium/sig-agent `\_\_: Provide Cilium (agent) general Go review. Internal architecture, core data structures and daemon startup. - `@cilium/sig-bgp `\_\_: Review changes to o... | https://github.com/cilium/cilium/blob/main/Documentation/codeowners.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_api\_ref: ############# API Reference ############# \*\*\*\*\*\*\*\*\*\*\*\* Introduction \*\*\*\*\*\*\*\*\*\*\*\* The Cilium API is JSON... | https://github.com/cilium/cilium/blob/main/Documentation/api.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_glossary: Glossary ======== Cilium has some terms with special meanings. These should all be covered throughout the documentation but for... | https://github.com/cilium/cilium/blob/main/Documentation/glossary.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_verify\_image\_signatures: \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Verifying Image Signatures \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/verify-image-signatures.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_configuration: Configuration ============= Your Cilium installation is configured by one or more Helm values - see :ref:`helm\_reference`... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/index.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_sctp: \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* SCTP support (beta) \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* .. include:: ../beta.rst Enabling... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/sctp.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_configmap-drift-detection: ConfigMap drift detection ========================= Many Cilium configuration options require an agent restart... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/configmap-drift-detection.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Administrative API Enablement \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/api-restrictions.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_vlan\_802.1q: \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* VLAN 802.1q support \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Cilium enables firewallin... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/vlan-802.1q.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_sbom: \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Software Bill of Materials \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/sbom.rst | main | cilium | [
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.. only:: not (epub or latex or html) WARNING: You are looking at unreleased Cilium documentation. Please use the official rendered version released here: https://docs.cilium.io .. \_api\_rate\_limiting: \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* API Rate Limiting \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* The per node Cilium agent is... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/api-rate-limiting.rst | main | cilium | [
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cores or available memory can be misleading as well as the Cilium agent may be subject to CPU and memory constraints. For this reason, all API call rate limiting is done with automatic adjustment of the limits with the goal to stay as close as possible to the configured estimated processing duration. This processing du... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/api-rate-limiting.rst | main | cilium | [
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doing its job of preventing too many parallel requests at once. :: "Not processing API request. Wait duration exceeds maximum" The request has been denied by the rate limiter because the request's waiting duration would exceed the maximum configured waiting duration. For example, if the maximum waiting duration was ``5... | https://github.com/cilium/cilium/blob/main/Documentation/configuration/api-rate-limiting.rst | main | cilium | [
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