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| # Starting feast servers in TLS (SSL) mode. | ||
| TLS (Transport Layer Security) and SSL (Secure Sockets Layer) are both protocols encrypts communications between a client and server to provide enhanced security.TLS or SSL words used interchangeably. | ||
| This article is going to show the sample code to start all the feast servers such as online server, offline server, registry server and UI server in TLS mode. | ||
| Also show examples related to feast clients to communicate with the feast servers started in TLS mode. | ||
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| ## Obtaining a self-signed TLS certificate and key | ||
| In development mode we can generate a self-signed certificate for testing. In an actual production environment it is always recommended to get it from a trusted TLS certificate provider. | ||
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| ```shell | ||
| openssl req -x509 -newkey rsa:2048 -keyout key.pem -out cert.pem -days 365 -nodes | ||
| ``` | ||
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| The above command will generate two files | ||
| * `key.pem` : certificate private key | ||
| * `cert.pem`: certificate public key | ||
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| You can use the public or private keys generated from above command in the rest of the sections in this tutorial. | ||
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| ## Create the feast demo repo for the rest of the sections. | ||
| create a feast repo using `feast init` command and use this repo as a demo for subsequent sections. | ||
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| ```shell | ||
| feast init feast_repo_ssl_demo | ||
| ``` | ||
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| Output is | ||
| ``` | ||
| Creating a new Feast repository in /Documents/Src/feast/feast_repo_ssl_demo. | ||
| ``` | ||
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| You need to execute the feast cli commands from `feast_repo_ssl_demo/feature_repo` directory created from the above `feast init` command. | ||
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| ## Starting feast online server (feature server) in TLS mode | ||
| To start the feature server in TLS mode, you need to provide the private and public keys using the `--key` and `--cert` arguments with the `feast serve` command. | ||
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| ```shell | ||
| feast serve --key /path/to/key.pem --cert /path/to/cert.pem | ||
| ``` | ||
| You will see the output something similar to as below. Note the server url starts in the `https` mode. | ||
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| ```shell | ||
| [2024-11-04 15:03:57 -0500] [77989] [INFO] Starting gunicorn 23.0.0 | ||
| [2024-11-04 15:03:57 -0500] [77989] [INFO] Listening at: https://127.0.0.1:6566 (77989) | ||
| [2024-11-04 15:03:57 -0500] [77989] [INFO] Using worker: uvicorn_worker.UvicornWorker | ||
| [2024-11-04 15:03:57 -0500] [77992] [INFO] Booting worker with pid: 77992 | ||
| [2024-11-04 15:03:57 -0500] [77992] [INFO] Started server process [77992] | ||
| [2024-11-04 15:03:57 -0500] [77992] [INFO] Waiting for application startup. | ||
| [2024-11-04 15:03:57 -0500] [77992] [INFO] Application startup complete. | ||
| ``` | ||
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| ### Feast client connecting to remote online sever started in TLS mode. | ||
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| Sometimes you may need to pass the self-signed public key to connect to the remote online server started in SSL mode if you have not added the public key to the certificate store. | ||
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| feast client example: | ||
| The registry is pointing to registry of remote feature store. If it is not accessible then should be configured to use remote registry. | ||
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| ```yaml | ||
| project: feast-project | ||
| registry: /remote/data/registry.db | ||
| provider: local | ||
| online_store: | ||
| path: http://localhost:6566 | ||
| type: remote | ||
| cert: /path/to/cert.pem | ||
| entity_key_serialization_version: 2 | ||
| auth: | ||
| type: no_auth | ||
| ``` | ||
| {% endcode %} | ||
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| `cert` is an optional configuration to the public certificate path when the online server starts in TLS(SSL) mode. Typically, this file ends with `*.crt`, `*.cer`, or `*.pem`. | ||
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| ## Starting feast Registry server in TLS mode | ||
| To start the feature server in TLS mode, you need to provide the private and public keys using the `--key` and `--cert` arguments with the `feast serve_registry` command. | ||
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| ```shell | ||
| feast serve_registry --key /path/to/key.pem --cert /path/to/cert.pem | ||
| ``` | ||
| You will see the output something similar to as below. Note the server url starts in the `https` mode. | ||
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| ```shell | ||
| 11/04/2024 03:10:27 PM feast.registry_server INFO: Starting grpc registry server in TLS(SSL) mode | ||
| 11/04/2024 03:10:27 PM feast.registry_server INFO: Grpc server started at https://localhost:6570 | ||
| ``` | ||
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| ### Feast client connecting to remote registry sever started in TLS mode. | ||
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| Sometimes you may need to pass the self-signed public key to connect to the remote registry server started in SSL mode if you have not added the public key to the certificate store. | ||
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| feast client example: | ||
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| ```yaml | ||
| project: feast-project | ||
| registry: | ||
| registry_type: remote | ||
| path: https://localhost:6570 | ||
| cert: /path/to/cert.pem | ||
| provider: local | ||
| online_store: | ||
| path: http://localhost:6566 | ||
| type: remote | ||
| cert: /path/to/cert.pem | ||
| entity_key_serialization_version: 2 | ||
| auth: | ||
| type: no_auth | ||
| ``` | ||
| {% endcode %} | ||
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| `cert` is an optional configuration to the public certificate path when the registry server starts in TLS(SSL) mode. Typically, this file ends with `*.crt`, `*.cer`, or `*.pem`. | ||
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| ## Starting feast offline server in TLS mode | ||
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| TBD | ||
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| ## Starting feast UI server (react app) in TLS mode | ||
| To start the feast UI server in TLS mode, you need to provide the private and public keys using the `--key` and `--cert` arguments with the `feast ui` command. | ||
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| ```shell | ||
| feast ui --key /path/to/key.pem --cert /path/to/cert.pem | ||
| ``` | ||
| You will see the output something similar to as below. Note the server url starts in the `https` mode. | ||
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| ```shell | ||
| INFO: Started server process [78872] | ||
| INFO: Waiting for application startup. | ||
| INFO: Application startup complete. | ||
| INFO: Uvicorn running on https://0.0.0.0:8888 (Press CTRL+C to quit) | ||
| ``` | ||
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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low QualityShouldn't this file be linked in SUMMARY.md to appear in the user guide?
IMO it should go under How-to Guides section, but probably @franciscojavierarceo can help (also) here
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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Qualitywe can manage in the next PR for TLS function
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