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niten 2023-03-15 10:02:46 -07:00
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"owner": "NixOS",
"repo": "nixpkgs",
"rev": "c4aec3c021620d98861639946123214207e98344",
"type": "github"
},
"original": {
"id": "nixpkgs",
"ref": "nixos-22.11",
"type": "indirect"
}
},
"root": {
"inputs": {
"helpers": "helpers",
"nixpkgs": "nixpkgs_2",
"utils": "utils_3"
}
},
"utils": {
"locked": {
"lastModified": 1667395993,
"narHash": "sha256-nuEHfE/LcWyuSWnS8t12N1wc105Qtau+/OdUAjtQ0rA=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "5aed5285a952e0b949eb3ba02c12fa4fcfef535f",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"utils_2": {
"locked": {
"lastModified": 1676283394,
"narHash": "sha256-XX2f9c3iySLCw54rJ/CZs+ZK6IQy7GXNY4nSOyu2QG4=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "3db36a8b464d0c4532ba1c7dda728f4576d6d073",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"utils_3": {
"locked": {
"lastModified": 1676283394,
"narHash": "sha256-XX2f9c3iySLCw54rJ/CZs+ZK6IQy7GXNY4nSOyu2QG4=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "3db36a8b464d0c4532ba1c7dda728f4576d6d073",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
}
},
"root": "root",
"version": 7
}

36
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{
description = "Objectifier Client";
inputs = {
nixpkgs.url = "nixpkgs/nixos-22.11";
helpers = {
url = "git+https://git.fudo.org/fudo-public/nix-helpers.git";
inputs.nixpkgs.follows = "nixpkgs";
};
utils.url = "github:numtide/flake-utils";
};
outputs = { self, nixpkgs, helpers, utils, ... }:
utils.lib.eachDefaultSystem (system: {
packages = rec {
default = objectifier-client;
objectifier-client = helpers.packages."${system}".mkClojureBin {
name = "org.fudo/objectifier-client";
primary-namespace = "objectifier-client.cli";
src = ./.;
};
};
devShells = let pkgs = import nixpkgs { inherit system; };
in rec {
default = update-deps;
objectifier-client = pkgs.mkShell {
buildInputs = [ self.packages."${system}".objectifier-client ];
};
update-deps = pkgs.mkShell {
buildInputs = with helpers.packages."${system}";
[ updateClojureDeps ];
};
};
});
}

61
src/objectifier_client/cli.clj Normal file
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(ns objectifier-client.cli
(:require [objectifier-client.core :as obj]
[clojure.java.io :as io]
[clojure.tools.cli :as cli]
[clojure.string :as str]))
(defn- read-file-bytes [filename]
(with-open [in (java.io.FileInputStream. filename)
out (java.io.ByteArrayOutputStream.)]
(io/copy in out)
(.toByteArray out)))
(def cli-opts
[["-s" "--server SERVER" "Hostname of the Objectifier server."]
["-p" "--port PORT" "Port on which the Objectifier server is listening."
:default 80
:parse-fn #(Integer/parseInt %)]
["-l" "--labels" "Only print detected labels."]
["-h" "--help" "Print this message."]
["-v" "--verbose" "Provide verbose output."]])
(defn- msg-quit [status msg]
(println msg)
(System/exit status))
(defn- usage
([summary] (usage summary []))
([summary errors] (->> (concat errors
["usage: objectifier-client [opts] <filename>"
""
"Options:"
summary])
(str/join \newline))))
(defn- display-probabilities [client filename]
(let [probabilities (obj/get-probabilities! client (read-file-bytes filename))]
(println (str filename ":"))
(doseq [[lbl prob] probabilities]
(println (format " %s - %.2f"
(name lbl)
prob)))))
(defn- display-labels [client filenames]
(distinct
(mapcat (fn [filename]
(obj/get-labels! client (read-file-bytes filename)))
filenames)))
(defn -main [& args]
(let [{:keys [options arguments summary errors]}]
(when (seq errors)
(msg-quit 1 (usage summary errors)))
(when (:help options)
(msg-quit 0 (usage summary)))
(when (empty? (arguments))
(msg-quit 0 (usage summary ["No files provided to scan."])))
(let [client (obj/define-connection "http" (:server options) (:port options))]
(if (:labels options)
(display-labels client arguments)
(doseq [file arguments]
(display-probabilities client file))))))

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(ns objectifier-client.core
(:require [clj-http.client :as client]
[clojure.data.json :as json]
[slingshot.slingshot :refer [throw+]])
(:import java.net.URL
java.io.ByteArrayInputStream))
(defprotocol IObjectifierClient
(get! [_ image-data])
(get-labels! [_ image-data])
(get-detections! [_ image-data])
(get-highlights! [_ image-data])
(get-probabilites! [_ image-data]))
(defn- url->string [url] (.toExternalForm url))
(defn- build-url [{:keys [scheme host port]}]
(url->string (URL. scheme host port "/images")))
(defn- send-image! [url image-bytes]
(let [input-stream (ByteArrayInputStream. image-bytes)]
(client/post url
{:multipart [{:name "image"
:content input-stream}]})))
(defn- process-response [resp]
(if (<= 200 (:status resp) 299)
(-> resp :body (json/read-str :key-fn keyword))
(throw+ {:type ::http-error
:status (:status resp)
:reason (:reason-phrase resp)
:response resp})))
(defrecord ObjectifierClient [scheme host port]
IObjectifierClient
(get! [self image-data]
(process-response (send-image! (build-url self) image-data)))
(get-labels! [self image-data]
(-> (get! self image-data)
:labels))
(get-detections! [self image-data]
(-> (get! self image-data)
:detections))
(get-highlights! [self image-data]
(-> (get! self image-data)
:output))
(get-probabilites! [self image-data]
(into {}
(map (juxt (comp keyword :label) :confidence))
(get-detections! self image-data))))
(defn define-connection
[{:keys [scheme host port]
:or {scheme "http"
port 80}}]
(->ObjectifierClient scheme host port))