feat(server): separate face clustering job (#5598 )

* separate facial clustering job

* update api

* fixed some tests

* invert clustering

* hdbscan

* update api

* remove commented code

* wip dbscan

* cleanup

removed cluster endpoint

remove commented code

* fixes

updated tests

minor fixes and formatting

fixed queuing

refinements

* scale search range based on library size

* defer non-core faces

* optimizations

removed unused query option

* assign faces individually for correctness

fixed unit tests

remove unused method

* don't select face embedding

update sql

linting

fixed ml typing

* updated job mock

* paginate people query

* select face embeddings because typeorm

* fix setting face detection concurrency

* update sql

formatting

linting

* simplify logic

remove unused imports

* more specific delete signature

* more accurate typing for face stubs

* add migration

formatting

* chore: better typing

* don't select embedding by default

remove unused import

* updated sql

* use normal try/catch

* stricter concurrency typing and enforcement

* update api

* update job concurrency panel to show disabled queues

formatting

* check jobId in queueAll

fix tests

* remove outdated comment

* better facial recognition icon

* wording

wording

formatting

* fixed tests

* fix

* formatting & sql

* try to fix sql check

* more detailed description

* update sql

* formatting

* wording

* update `minFaces` description

---------

Co-authored-by: Jason Rasmussen <jrasm91@gmail.com>
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>

2024-01-18 00:08:48 -05:00

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Config File

A config file can be provided as an alternative to the UI configuration.

Step 1 - Create a new config file

In JSON format, create a new config file (e.g. immich.config) and put it in a location that can be accessed by Immich. The default configuration looks like this:

{
  "ffmpeg": {
    "crf": 23,
    "threads": 0,
    "preset": "ultrafast",
    "targetVideoCodec": "h264",
    "targetAudioCodec": "aac",
    "targetResolution": "720",
    "maxBitrate": "0",
    "bframes": -1,
    "refs": 0,
    "gopSize": 0,
    "npl": 0,
    "temporalAQ": false,
    "cqMode": "auto",
    "twoPass": false,
    "transcode": "required",
    "tonemap": "hable",
    "accel": "disabled"
  },
  "job": {
    "backgroundTask": {
      "concurrency": 5
    },
    "smartSearch": {
      "concurrency": 2
    },
    "metadataExtraction": {
      "concurrency": 5
    },
    "recognizeFaces": {
      "concurrency": 2
    },
    "search": {
      "concurrency": 5
    },
    "sidecar": {
      "concurrency": 5
    },
    "library": {
      "concurrency": 5
    },
    "storageTemplateMigration": {
      "concurrency": 5
    },
    "migration": {
      "concurrency": 5
    },
    "thumbnailGeneration": {
      "concurrency": 5
    },
    "videoConversion": {
      "concurrency": 1
    }
  },
  "logging": {
    "enabled": true,
    "level": "log"
  },
  "machineLearning": {
    "enabled": true,
    "url": "http://immich-machine-learning:3003",
    "clip": {
      "enabled": true,
      "modelName": "ViT-B-32__openai"
    },
    "facialRecognition": {
      "enabled": true,
      "modelName": "buffalo_l",
      "minScore": 0.7,
      "maxDistance": 0.6,
      "minFaces": 3
    }
  },
  "map": {
    "enabled": true,
    "lightStyle": "",
    "darkStyle": ""
  },
  "reverseGeocoding": {
    "enabled": true
  },
  "oauth": {
    "enabled": false,
    "issuerUrl": "",
    "clientId": "",
    "clientSecret": "",
    "mobileOverrideEnabled": false,
    "mobileRedirectUri": "",
    "scope": "openid email profile",
    "storageLabelClaim": "preferred_username",
    "buttonText": "Login with OAuth",
    "autoRegister": true,
    "autoLaunch": false
  },
  "passwordLogin": {
    "enabled": true
  },
  "storageTemplate": {
    "template": "{{y}}/{{y}}-{{MM}}-{{dd}}/{{filename}}"
  },
  "thumbnail": {
    "webpSize": 250,
    "jpegSize": 1440,
    "quality": 80,
    "colorspace": "p3"
  },
  "newVersionCheck": {
    "enabled": true
  },
  "trash": {
    "enabled": true,
    "days": 30
  },
  "theme": {
    "customCss": ""
  },
  "library": {
    "scan": {
      "enabled": true,
      "cronExpression": "0 0 * * *"
    }
  }
}

:::tip In Administration > Settings is a button to copy the current configuration to your clipboard. So you can just grab it from there, paste it into a file and you're pretty much good to go. :::

Step 2 - Specify the file location

In your .env file, set the variable IMMICH_CONFIG_FILE to the path of your config. For more information, refer to the Environment Variables section.

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Config File

Step 1 - Create a new config file

Step 2 - Specify the file location

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