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@ -14,19 +14,31 @@ import Plotly from "plotly.js-dist-min";
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import CompareRunsDialog from "@/components/atoms/organisms/CompareRunDialog.vue";
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import DeploymentDialog from "@/components/atoms/organisms/DeploymentDialog.vue";
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import { MinioService } from "@/components/service/management/MinioService";
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import IconDownloadBtn from "@/components/atoms/button/IconDownloadBtn.vue";
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import IconDeployBtn from "@/components/atoms/button/IconDeployBtn.vue";
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/* ========= Constants & Types ========= */
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const AUTH_KEY = "external-auth";
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const externalToken = computed(() => externalAuth.value?.token ?? "");
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type ExternalAuth = { id: string; name: string; token: string };
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type PackageOption = { label: string; value: string; raw: any };
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type MlflowArtifactList = {
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root_uri: string;
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files: { path: string; is_dir: boolean; file_size?: number }[];
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};
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type ArtifactRow = {
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path: string;
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is_dir?: boolean;
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file_size?: number;
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depth?: number;
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};
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type MetricKV = { key: string; value: number };
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type RunDetailType = {
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info: any;
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data: { metrics: MetricKV[]; params?: any[]; tags?: any[] };
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};
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type ArtifactRow = { path: string; is_dir?: boolean; file_size?: number };
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type ArtifactGroup = { base: string; items: ArtifactRow[] };
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type ExternalAuth = { id: string; name: string; token: string };
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type PackageOption = { label: string; value: string; raw: any };
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type ArtifactGroup = { dir: string; files: ArtifactRow[] };
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const FILE_ICON = "mdi-file-document-outline";
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/* ========= Props/Emits ========= */
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const props = defineProps<{ experimentInfo: any }>();
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const emit = defineEmits<{ (e: "close"): void }>();
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@ -38,12 +50,12 @@ const loginForm = ref({ id: "", password: "" });
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const loginError = ref("");
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const isAuthenticated = ref(false);
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const externalAuth = ref<ExternalAuth | null>(null);
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const externalToken = computed(() => externalAuth.value?.token ?? "");
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/* ========= Deployment State ========= */
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const isEditVisible = ref(false);
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const lastArtifactUri = ref<string>(""); // 배포 모달에 표시될 최종 URI
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const pendingArtifactPath = ref<string | null>(null); // 로그인 전 임시 저장
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const lastArtifactUri = ref<string>("");
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const pendingArtifactPath = ref<string | null>(null);
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const packageOptions = ref<PackageOption[]>([]);
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const packagesLoading = ref(false);
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const packagesError = ref("");
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@ -72,6 +84,109 @@ const baselineRunId = ref<string | null>(null);
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const elMetrics = ref<HTMLDivElement | null>(null);
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const elCompare = ref<HTMLDivElement | null>(null);
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/* ========= Artifacts: Two-step(flat) ========= */
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const artifactGroups = computed<ArtifactGroup[]>(() => {
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const rootFiles = (lvl1.value || []).filter((x) => !x.is_dir);
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const dirs = (lvl1.value || []).filter((x) => x.is_dir).map((x) => x.path);
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const groups: ArtifactGroup[] = [];
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for (const d of dirs) {
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const children = (lvl2.value || [])
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.filter((f) => f.path.startsWith(`${d}/`))
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.map((f) => {
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const rel = f.path.slice(d.length + 1);
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const depth = Math.max(rel.split("/").length - 1, 0);
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return { ...f, depth };
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})
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.sort((a, b) => {
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if (!!b.is_dir - !!a.is_dir) return !!b.is_dir - !!a.is_dir;
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return a.path.localeCompare(b.path);
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});
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groups.push({ dir: d, files: children });
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}
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if (rootFiles.length > 0) {
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groups.unshift({
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dir: "(root)",
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files: rootFiles.map((f) => ({ ...f, depth: 0 })),
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});
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}
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return groups;
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});
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const lvl1 = ref<ArtifactRow[]>([]);
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const lvl2 = ref<ArtifactRow[]>([]);
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const twoStepLoading = ref(false);
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const twoStepError = ref("");
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async function fetchArtifactsTwoStep(runId: string) {
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lvl1.value = [];
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lvl2.value = [];
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twoStepError.value = "";
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if (!runId) return;
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twoStepLoading.value = true;
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try {
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// 1) 루트(=runId) 기준 1단계
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const res1 = await MlflowService.artifact(runId);
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const body1 = unwrapAxiosLike(res1) as MlflowArtifactList;
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const firstFiles = (body1?.files ?? []).map((f) => ({
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path: f.path,
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is_dir: !!f.is_dir,
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file_size: f.file_size,
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})) as ArtifactRow[];
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lvl1.value = firstFiles;
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// 2) 1단계의 "디렉터리"에 대해 하위(=2단계) 조회
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const dirPaths = firstFiles.filter((x) => x.is_dir).map((x) => x.path);
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let merged: ArtifactRow[] = [];
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if (dirPaths.length > 0) {
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const results = await Promise.all(
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dirPaths.map(async (p) => {
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const r = await MlflowService.artifact(runId, p);
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return unwrapAxiosLike(r) as MlflowArtifactList;
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}),
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);
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for (const r of results) {
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const files2 = (r?.files ?? []).map((f) => ({
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path: f.path, // ex) "sklearn-model/MLmodel" 또는 "sklearn-model/sub"
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is_dir: !!f.is_dir,
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file_size: f.file_size,
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})) as ArtifactRow[];
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merged.push(...files2);
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}
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// 3) 2단계 결과 중 "하위 폴더"가 있으면 그 하위(=3단계)도 한 번 더 조회 (lazy 없이 자동 1번만)
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const subDirs = merged.filter((x) => x.is_dir);
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if (subDirs.length > 0) {
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const results3 = await Promise.all(
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subDirs.map(async (sd) => {
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const r3 = await MlflowService.artifact(runId, sd.path);
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return unwrapAxiosLike(r3) as MlflowArtifactList;
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}),
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);
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for (const r3 of results3) {
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const files3 = (r3?.files ?? []).map((f) => ({
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path: f.path, // ex) "sklearn-model/sub/deeper.txt"
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is_dir: !!f.is_dir,
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file_size: f.file_size,
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})) as ArtifactRow[];
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merged.push(...files3);
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}
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}
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}
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lvl2.value = merged;
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} catch (e: any) {
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twoStepError.value =
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e?.response?.data?.message || e?.message || "artifact 조회 실패";
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console.error("[Artifacts][TwoStep] ERROR", e);
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} finally {
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twoStepLoading.value = false;
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}
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}
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/* ========= Helpers ========= */
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const safeParse = <T = any,>(v: any): T | null => {
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try {
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@ -123,62 +238,28 @@ const fmtNumber = (v: number | null, digits = 3) => {
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return v.toExponential(2);
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};
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const normalizeArray = (vals: (number | null)[]) => {
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const xs = vals.filter((v): v is number => Number.isFinite(v as number));
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if (xs.length === 0) return vals;
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const min = Math.min(...xs),
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max = Math.max(...xs);
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if (max === min) return vals.map((v) => (v == null ? v : 1));
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return vals.map((v) => (v == null ? v : (v - min) / (max - min)));
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};
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const labelOfRun = (r: RunDetailType) => r.info.run_name || r.info.run_id;
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const valueOf = (run: RunDetailType, key: string): number | null => {
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const m = run.data.metrics.find((x) => x.key === key)?.value;
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return Number.isFinite(m as number) ? Number(m) : null;
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};
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/* === File icon helpers (빨간 밑줄 원인: 누락/중복 정의 방지) === */
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const fileExt = (name: string) => {
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const n = (name || "").toLowerCase().trim();
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const idx = n.lastIndexOf(".");
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return idx >= 0 ? n.slice(idx + 1) : "";
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};
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const fileIconByName = (name: string) => {
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const n = (name || "").toLowerCase().trim();
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// exact filename first
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if (n === "mlmodel") return "mdi-file-cog-outline";
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if (n === "conda.yaml" || n === "conda.yml")
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return "mdi-file-settings-outline";
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if (n === "requirements.txt") return "mdi-file-code-outline";
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// folder-ish (no dot or slash)
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if (!n.includes(".") && !n.includes("/")) return "mdi-file-outline";
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// by extension
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switch (fileExt(n)) {
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case "json":
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return "mdi-code-json";
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case "yml":
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case "yaml":
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return "mdi-code-braces";
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case "txt":
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return "mdi-file-document-outline";
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case "pkl":
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case "pickle":
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return "mdi-cube-outline";
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case "onnx":
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return "mdi-robot-outline";
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case "pt":
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case "pth":
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return "mdi-chip";
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case "bin":
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return "mdi-database-outline";
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case "joblib":
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case "pmdarima":
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return "mdi-archive-outline";
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default:
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return "mdi-file-outline";
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}
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};
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const bytes = (n?: number) =>
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typeof n === "number" && isFinite(n)
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? n < 1024
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? `${n} B`
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: n < 1024 ** 2
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? `${(n / 1024).toFixed(1)} KB`
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: n < 1024 ** 3
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? `${(n / 1024 ** 2).toFixed(1)} MB`
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: `${(n / 1024 ** 3).toFixed(2)} GB`
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: "—";
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/* ========= Derived (computed) ========= */
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const runItems = computed(() =>
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@ -195,59 +276,7 @@ const selectedMetrics = computed<MetricKV[]>(() =>
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})),
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);
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/* ===== Artifacts (from tag: mlflow.log-model.history) ===== */
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const historyArtifacts = computed<any[]>(() => {
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const tags = runDetail.value?.data?.tags;
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let raw: string | undefined;
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if (Array.isArray(tags))
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raw = tags.find((t: any) => t?.key === "mlflow.log-model.history")?.value;
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else if (tags && typeof tags === "object")
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raw = tags["mlflow.log-model.history"];
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const parsed = safeParse<any>(raw);
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return parsed ? (Array.isArray(parsed) ? parsed : [parsed]) : [];
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});
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const artifactGroups = computed<ArtifactGroup[]>(() => {
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const groups: ArtifactGroup[] = [];
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for (const meta of historyArtifacts.value) {
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const base = String(meta?.artifact_path ?? "");
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if (!base) continue;
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const flavors = meta.flavors ?? {};
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const pf = flavors?.python_function ?? {};
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const sk = flavors?.sklearn ?? {};
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const files = new Set<string>();
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files.add(`${base}/MLmodel`);
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if (pf?.model_path) files.add(`${base}/${pf.model_path}`);
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if (pf?.env?.conda) files.add(`${base}/${pf.env.conda}`);
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if (pf?.env?.virtualenv) files.add(`${base}/${pf.env.virtualenv}`);
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if (pf?.env?.requirements) files.add(`${base}/${pf.env.requirements}`);
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if (sk?.pickled_model) files.add(`${base}/${sk.pickled_model}`);
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const items: ArtifactRow[] = Array.from(files)
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.sort((a, b) =>
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a.endsWith("MLmodel")
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? -1
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: b.endsWith("MLmodel")
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? 1
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: a.localeCompare(b),
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)
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.map((p) => ({ path: p, is_dir: false }));
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groups.push({ base, items });
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}
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return groups;
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});
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const historyArtifactMeta = computed(
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() => historyArtifacts.value.at(-1) ?? null,
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);
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const historyArtifactPath = computed(() =>
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String(historyArtifactMeta.value?.artifact_path ?? ""),
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);
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const artifactItems = computed<ArtifactRow[]>(() => {
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const base = historyArtifactPath.value;
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return artifactGroups.value.find((x) => x.base === base)?.items ?? [];
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});
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/* ========= URI 조합기 & 클릭 핸들러 ========= */
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/* ========= URI 조합 & 다운로드/배포 ========= */
|
|
|
|
|
function buildArtifactUri(fullPath: string) {
|
|
|
|
|
const expId =
|
|
|
|
|
currentExperimentId.value ||
|
|
|
|
|
@ -257,12 +286,12 @@ function buildArtifactUri(fullPath: string) {
|
|
|
|
|
const runId = runDetail.value?.info?.run_id || selectedRunId.value || "";
|
|
|
|
|
return `${expId}/${runId}/artifacts/${fullPath}`;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
async function onClickArtifact(fullPath: string) {
|
|
|
|
|
const objectName = buildArtifactUri(fullPath); // expId/runId/artifacts/...
|
|
|
|
|
const objectName = buildArtifactUri(fullPath);
|
|
|
|
|
try {
|
|
|
|
|
artifactsLoading.value = true;
|
|
|
|
|
const res = await MinioService.download(objectName);
|
|
|
|
|
// blob 다운로드 처리...
|
|
|
|
|
await MinioService.download(objectName);
|
|
|
|
|
} finally {
|
|
|
|
|
artifactsLoading.value = false;
|
|
|
|
|
}
|
|
|
|
|
@ -316,6 +345,7 @@ async function fetchRuns(expName?: string) {
|
|
|
|
|
exp?.experiment_id ?? exp?.experimentId ?? exp?.id ?? "",
|
|
|
|
|
);
|
|
|
|
|
currentExperimentId.value = expId;
|
|
|
|
|
|
|
|
|
|
if (!expId) {
|
|
|
|
|
runs.value = [];
|
|
|
|
|
selectedRunId.value = "";
|
|
|
|
|
@ -325,10 +355,8 @@ async function fetchRuns(expName?: string) {
|
|
|
|
|
const body = unwrapAxiosLike(await MlflowService.getRuns(expId));
|
|
|
|
|
const list =
|
|
|
|
|
body?.runs ?? body?.data?.runs ?? (Array.isArray(body) ? body : []);
|
|
|
|
|
console.log("bodybody", body);
|
|
|
|
|
|
|
|
|
|
const matched = (Array.isArray(list) ? list : []).filter(
|
|
|
|
|
(r: any) => getTag(r, "kubeflow_run_id") === parentRunId,
|
|
|
|
|
(r: any) => getTag(r, "experiment_id") === parentRunId,
|
|
|
|
|
);
|
|
|
|
|
const final = matched.length > 0 ? matched : list;
|
|
|
|
|
const sorted = [...final].sort(
|
|
|
|
|
@ -470,6 +498,14 @@ function createTracesByRun(metricKeys: string[], runsData: RunDetailType[]) {
|
|
|
|
|
};
|
|
|
|
|
});
|
|
|
|
|
}
|
|
|
|
|
const normalizeArray = (vals: (number | null)[]) => {
|
|
|
|
|
const xs = vals.filter((v): v is number => Number.isFinite(v as number));
|
|
|
|
|
if (xs.length === 0) return vals;
|
|
|
|
|
const min = Math.min(...xs),
|
|
|
|
|
max = Math.max(...xs);
|
|
|
|
|
if (max === min) return vals.map((v) => (v == null ? v : 1));
|
|
|
|
|
return vals.map((v) => (v == null ? v : (v - min) / (max - min)));
|
|
|
|
|
};
|
|
|
|
|
function drawCompareChart() {
|
|
|
|
|
if (!elCompare.value) return;
|
|
|
|
|
const metricKeys = activeMetricKeys.value;
|
|
|
|
|
@ -484,33 +520,6 @@ function drawCompareChart() {
|
|
|
|
|
? createTracesByMetric(metricKeys, runsData)
|
|
|
|
|
: createTracesByRun(metricKeys, runsData);
|
|
|
|
|
|
|
|
|
|
if (compareChartMode.value === "byMetric") {
|
|
|
|
|
const varianceOrder = metricKeys
|
|
|
|
|
.map((k, idx) => {
|
|
|
|
|
const vals = traces
|
|
|
|
|
.map((t) => t.y[idx])
|
|
|
|
|
.filter((v: any) => v != null) as number[];
|
|
|
|
|
const min = Math.min(...vals),
|
|
|
|
|
max = Math.max(...vals);
|
|
|
|
|
return { k, spread: max - min };
|
|
|
|
|
})
|
|
|
|
|
.sort((a, b) => b.spread - a.spread)
|
|
|
|
|
.map((v) => v.k);
|
|
|
|
|
|
|
|
|
|
traces.forEach((t) => {
|
|
|
|
|
t.x = varianceOrder;
|
|
|
|
|
t.y = varianceOrder.map((mk: string) => t.y[metricKeys.indexOf(mk)]);
|
|
|
|
|
if (t.text)
|
|
|
|
|
t.text = varianceOrder.map(
|
|
|
|
|
(mk: string) => t.text![metricKeys.indexOf(mk)],
|
|
|
|
|
);
|
|
|
|
|
if (t.customdata)
|
|
|
|
|
t.customdata = varianceOrder.map(
|
|
|
|
|
(mk: string) => t.customdata![metricKeys.indexOf(mk)],
|
|
|
|
|
);
|
|
|
|
|
});
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
Plotly.react(
|
|
|
|
|
elCompare.value,
|
|
|
|
|
traces,
|
|
|
|
|
@ -519,30 +528,7 @@ function drawCompareChart() {
|
|
|
|
|
);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* ========= Compare Actions ========= */
|
|
|
|
|
function openCompareDialog() {
|
|
|
|
|
compareSelectedRunIds.value = Array.from(
|
|
|
|
|
new Set([selectedRunId.value].filter(Boolean)),
|
|
|
|
|
);
|
|
|
|
|
compareSelectedMetricKeys.value = [];
|
|
|
|
|
compareDialog.value = true;
|
|
|
|
|
}
|
|
|
|
|
async function loadCompareData() {
|
|
|
|
|
if (!compareDialog.value) return;
|
|
|
|
|
compareLoading.value = true;
|
|
|
|
|
try {
|
|
|
|
|
await Promise.all(compareSelectedRunIds.value.map(ensureRunDetail));
|
|
|
|
|
if (compareSelectedMetricKeys.value.length === 0) {
|
|
|
|
|
compareSelectedMetricKeys.value = commonMetricKeys.value.slice(0, 6);
|
|
|
|
|
}
|
|
|
|
|
await nextTick();
|
|
|
|
|
drawCompareChart();
|
|
|
|
|
} finally {
|
|
|
|
|
compareLoading.value = false;
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* ========= Derived for Compare ========= */
|
|
|
|
|
/* ========= Compare Derived/Actions ========= */
|
|
|
|
|
const compareRuns = computed<RunDetailType[]>(
|
|
|
|
|
() =>
|
|
|
|
|
compareSelectedRunIds.value
|
|
|
|
|
@ -565,6 +551,28 @@ const activeMetricKeys = computed(() =>
|
|
|
|
|
: commonMetricKeys.value,
|
|
|
|
|
);
|
|
|
|
|
|
|
|
|
|
function openCompareDialog() {
|
|
|
|
|
compareSelectedRunIds.value = Array.from(
|
|
|
|
|
new Set([selectedRunId.value].filter(Boolean)),
|
|
|
|
|
);
|
|
|
|
|
compareSelectedMetricKeys.value = [];
|
|
|
|
|
compareDialog.value = true;
|
|
|
|
|
}
|
|
|
|
|
async function loadCompareData() {
|
|
|
|
|
if (!compareDialog.value) return;
|
|
|
|
|
compareLoading.value = true;
|
|
|
|
|
try {
|
|
|
|
|
await Promise.all(compareSelectedRunIds.value.map(ensureRunDetail));
|
|
|
|
|
if (compareSelectedMetricKeys.value.length === 0) {
|
|
|
|
|
compareSelectedMetricKeys.value = commonMetricKeys.value.slice(0, 6);
|
|
|
|
|
}
|
|
|
|
|
await nextTick();
|
|
|
|
|
drawCompareChart();
|
|
|
|
|
} finally {
|
|
|
|
|
compareLoading.value = false;
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* ========= Auth ========= */
|
|
|
|
|
function restoreAuthFromStorage() {
|
|
|
|
|
const raw = localStorage.getItem(AUTH_KEY);
|
|
|
|
|
@ -607,7 +615,6 @@ const handleLogin = async () => {
|
|
|
|
|
loginError.value = "로그인에 실패했습니다. 아이디/비밀번호를 확인하세요.";
|
|
|
|
|
return;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
const toSave: ExternalAuth = {
|
|
|
|
|
id: payload.id ?? id,
|
|
|
|
|
name: payload.name ?? id,
|
|
|
|
|
@ -631,22 +638,18 @@ const handleLogin = async () => {
|
|
|
|
|
|
|
|
|
|
/* ========= Deployment Modal ========= */
|
|
|
|
|
const openDeploymentModal = async (fullPath?: string) => {
|
|
|
|
|
// 1) 경로가 들어오면 즉시 URI 조합/저장
|
|
|
|
|
if (fullPath) {
|
|
|
|
|
const uri = buildArtifactUri(fullPath);
|
|
|
|
|
lastArtifactUri.value = uri;
|
|
|
|
|
pendingArtifactPath.value = uri;
|
|
|
|
|
}
|
|
|
|
|
// 2) 비로그인 → 로그인 우선
|
|
|
|
|
if (!isAuthenticated.value) {
|
|
|
|
|
loginDialog.value = true;
|
|
|
|
|
return;
|
|
|
|
|
}
|
|
|
|
|
// 3) 로그인 후 pending 값 복원
|
|
|
|
|
if (!fullPath && pendingArtifactPath.value)
|
|
|
|
|
lastArtifactUri.value = pendingArtifactPath.value;
|
|
|
|
|
|
|
|
|
|
// 4) 모달 열고 패키지 로딩
|
|
|
|
|
isEditVisible.value = true;
|
|
|
|
|
packagesError.value = "";
|
|
|
|
|
packageOptions.value = [];
|
|
|
|
|
@ -668,7 +671,6 @@ const openDeploymentModal = async (fullPath?: string) => {
|
|
|
|
|
try {
|
|
|
|
|
packagesLoading.value = true;
|
|
|
|
|
const res = await ExternalAuthControllerService.search(auth.id, auth.token);
|
|
|
|
|
|
|
|
|
|
const body = res?.data ?? res;
|
|
|
|
|
const list = body?.data?.data ?? body?.data ?? body?.result ?? body ?? [];
|
|
|
|
|
const arr = Array.isArray(list) ? list : [];
|
|
|
|
|
@ -688,11 +690,10 @@ const closeCreateModal = () => {
|
|
|
|
|
isEditVisible.value = false;
|
|
|
|
|
};
|
|
|
|
|
const saveData = (payload: any) => {
|
|
|
|
|
// 필요 시 서버에 저장/리프레시 등 처리
|
|
|
|
|
console.log("[DeploymentDialog payload]", payload);
|
|
|
|
|
// 완료 후 모달 닫기
|
|
|
|
|
isEditVisible.value = false;
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
/* ========= Timeline (fallback) ========= */
|
|
|
|
|
const rawHistory = computed<any[]>(() => {
|
|
|
|
|
const h =
|
|
|
|
|
@ -746,10 +747,12 @@ watch(
|
|
|
|
|
() => mainTab.value,
|
|
|
|
|
async (t) => {
|
|
|
|
|
if (t === "viz" || t === "artifacts") await refreshIfActive();
|
|
|
|
|
if (t === "artifacts" && selectedRunId.value) {
|
|
|
|
|
await fetchArtifactsTwoStep(selectedRunId.value);
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{ immediate: true },
|
|
|
|
|
);
|
|
|
|
|
|
|
|
|
|
watch(
|
|
|
|
|
() => props.experimentInfo,
|
|
|
|
|
async () => {
|
|
|
|
|
@ -757,7 +760,12 @@ watch(
|
|
|
|
|
await refreshIfActive();
|
|
|
|
|
},
|
|
|
|
|
);
|
|
|
|
|
watch(selectedRunId, (id) => fetchRunDetail(id));
|
|
|
|
|
watch(selectedRunId, async (id) => {
|
|
|
|
|
fetchRunDetail(id);
|
|
|
|
|
if (mainTab.value === "artifacts" && id) {
|
|
|
|
|
await fetchArtifactsTwoStep(id);
|
|
|
|
|
}
|
|
|
|
|
});
|
|
|
|
|
watch(vizTab, async (t) => {
|
|
|
|
|
if (mainTab.value === "viz" && t === "metrics") {
|
|
|
|
|
await nextTick();
|
|
|
|
|
@ -968,7 +976,6 @@ const artifactsLoading = ref(false);
|
|
|
|
|
clear-icon=""
|
|
|
|
|
style="min-width: 280px; max-width: 440px"
|
|
|
|
|
/>
|
|
|
|
|
<!-- Compare button -->
|
|
|
|
|
<v-btn
|
|
|
|
|
color="primary"
|
|
|
|
|
variant="elevated"
|
|
|
|
|
@ -1130,9 +1137,8 @@ const artifactsLoading = ref(false);
|
|
|
|
|
<v-card flat class="mb-6">
|
|
|
|
|
<v-card-title
|
|
|
|
|
class="py-2 px-0 text-button text-medium-emphasis"
|
|
|
|
|
>Model Metrics (selected run)</v-card-title
|
|
|
|
|
>
|
|
|
|
|
Model Metrics (selected run)
|
|
|
|
|
</v-card-title>
|
|
|
|
|
<v-table density="comfortable">
|
|
|
|
|
<thead>
|
|
|
|
|
<tr>
|
|
|
|
|
@ -1161,9 +1167,8 @@ const artifactsLoading = ref(false);
|
|
|
|
|
<v-card flat class="mb-6">
|
|
|
|
|
<v-card-title
|
|
|
|
|
class="py-2 px-0 text-button text-medium-emphasis"
|
|
|
|
|
>Metrics (bar chart)</v-card-title
|
|
|
|
|
>
|
|
|
|
|
Metrics (bar chart)
|
|
|
|
|
</v-card-title>
|
|
|
|
|
<div
|
|
|
|
|
ref="elMetrics"
|
|
|
|
|
style="width: 100%; height: 400px"
|
|
|
|
|
@ -1173,19 +1178,19 @@ const artifactsLoading = ref(false);
|
|
|
|
|
</v-window-item>
|
|
|
|
|
|
|
|
|
|
<v-window-item value="scatter">
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis">
|
|
|
|
|
(준비중) X/Y 축 선택 후 산점도 표시
|
|
|
|
|
</v-card-text>
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis"
|
|
|
|
|
>(준비중) X/Y 축 선택 후 산점도 표시</v-card-text
|
|
|
|
|
>
|
|
|
|
|
</v-window-item>
|
|
|
|
|
<v-window-item value="box">
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis">
|
|
|
|
|
(준비중) 메트릭 분포 Box Plot
|
|
|
|
|
</v-card-text>
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis"
|
|
|
|
|
>(준비중) 메트릭 분포 Box Plot</v-card-text
|
|
|
|
|
>
|
|
|
|
|
</v-window-item>
|
|
|
|
|
<v-window-item value="contour">
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis">
|
|
|
|
|
(준비중) 2D/3D Contour Plot
|
|
|
|
|
</v-card-text>
|
|
|
|
|
<v-card-text class="px-6 py-10 text-medium-emphasis"
|
|
|
|
|
>(준비중) 2D/3D Contour Plot</v-card-text
|
|
|
|
|
>
|
|
|
|
|
</v-window-item>
|
|
|
|
|
</v-window>
|
|
|
|
|
|
|
|
|
|
@ -1195,7 +1200,7 @@ const artifactsLoading = ref(false);
|
|
|
|
|
</v-card>
|
|
|
|
|
</v-window-item>
|
|
|
|
|
|
|
|
|
|
<!-- ========= Artifacts ========= -->
|
|
|
|
|
<!-- ========= Artifacts (Two-step, Flat) ========= -->
|
|
|
|
|
<v-window-item value="artifacts">
|
|
|
|
|
<v-card class="rounded-lg pa-8 w-100">
|
|
|
|
|
<v-card-text>
|
|
|
|
|
@ -1221,8 +1226,16 @@ const artifactsLoading = ref(false);
|
|
|
|
|
style="min-width: 280px; max-width: 440px"
|
|
|
|
|
/>
|
|
|
|
|
|
|
|
|
|
<!-- 로그인 상태 표시 -->
|
|
|
|
|
<div class="d-flex align-center ga-2 ml-auto">
|
|
|
|
|
<v-btn
|
|
|
|
|
size="small"
|
|
|
|
|
variant="tonal"
|
|
|
|
|
:loading="twoStepLoading"
|
|
|
|
|
@click="fetchArtifactsTwoStep(selectedRunId)"
|
|
|
|
|
>
|
|
|
|
|
Refresh
|
|
|
|
|
</v-btn>
|
|
|
|
|
|
|
|
|
|
<v-chip
|
|
|
|
|
v-if="isAuthenticated"
|
|
|
|
|
color="success"
|
|
|
|
|
@ -1233,7 +1246,6 @@ const artifactsLoading = ref(false);
|
|
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|
|
<v-icon start size="16">mdi-check-decagram</v-icon>
|
|
|
|
|
{{ externalAuth?.name || externalAuth?.id }}
|
|
|
|
|
</v-chip>
|
|
|
|
|
|
|
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|
|
<v-btn
|
|
|
|
|
v-if="isAuthenticated"
|
|
|
|
|
size="small"
|
|
|
|
|
@ -1254,7 +1266,7 @@ const artifactsLoading = ref(false);
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|
</v-btn>
|
|
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|
|
|
<v-progress-circular
|
|
|
|
|
v-if="artifactsLoading || loadingRuns || loadingRunDetail"
|
|
|
|
|
v-if="twoStepLoading || loadingRuns || loadingRunDetail"
|
|
|
|
|
indeterminate
|
|
|
|
|
size="16"
|
|
|
|
|
class="ml-2"
|
|
|
|
|
@ -1264,157 +1276,114 @@ const artifactsLoading = ref(false);
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|
</v-row>
|
|
|
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|
|
<v-alert
|
|
|
|
|
v-if="!historyArtifactPath"
|
|
|
|
|
type="info"
|
|
|
|
|
v-if="twoStepError"
|
|
|
|
|
type="error"
|
|
|
|
|
variant="tonal"
|
|
|
|
|
class="mb-4"
|
|
|
|
|
class="mb-3"
|
|
|
|
|
>
|
|
|
|
|
이 실행에서 <code>mlflow.log-model.history</code> 태그를 찾을 수
|
|
|
|
|
없어요.
|
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|
|
|
{{ twoStepError }}
|
|
|
|
|
</v-alert>
|
|
|
|
|
|
|
|
|
|
<template v-else>
|
|
|
|
|
<div class="text-body-2 mb-2">
|
|
|
|
|
Path:
|
|
|
|
|
<v-chip size="small" variant="tonal" class="ml-1">{{
|
|
|
|
|
historyArtifactPath
|
|
|
|
|
}}</v-chip>
|
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
<v-card variant="tonal">
|
|
|
|
|
<v-card-title class="py-2 px-4">Artifacts</v-card-title>
|
|
|
|
|
<v-divider />
|
|
|
|
|
|
|
|
|
|
<v-card-text class="px-0">
|
|
|
|
|
<!-- 히스토리에 아무것도 없을 때 -->
|
|
|
|
|
<v-alert
|
|
|
|
|
v-if="!loadingRunDetail && artifactGroups.length === 0"
|
|
|
|
|
type="info"
|
|
|
|
|
variant="tonal"
|
|
|
|
|
class="ma-3"
|
|
|
|
|
density="comfortable"
|
|
|
|
|
>
|
|
|
|
|
No files
|
|
|
|
|
</v-alert>
|
|
|
|
|
|
|
|
|
|
<!-- 여러 폴더 -->
|
|
|
|
|
<v-list
|
|
|
|
|
v-else-if="artifactGroups.length > 1"
|
|
|
|
|
lines="one"
|
|
|
|
|
density="comfortable"
|
|
|
|
|
class="file-list"
|
|
|
|
|
>
|
|
|
|
|
<template v-for="(g, gi) in artifactGroups" :key="g.base">
|
|
|
|
|
<v-list-subheader class="d-flex align-center">
|
|
|
|
|
<v-icon class="mr-2">mdi-folder</v-icon>
|
|
|
|
|
{{ g.base }}
|
|
|
|
|
</v-list-subheader>
|
|
|
|
|
|
|
|
|
|
<v-list-item
|
|
|
|
|
v-for="(f, i) in g.items"
|
|
|
|
|
:key="f.path"
|
|
|
|
|
:ripple="false"
|
|
|
|
|
class="file-row pl-8"
|
|
|
|
|
<v-card variant="tonal">
|
|
|
|
|
<v-card-title class="py-2 px-4">Artifacts</v-card-title>
|
|
|
|
|
<v-divider />
|
|
|
|
|
<v-card-text class="px-0">
|
|
|
|
|
<v-table density="comfortable">
|
|
|
|
|
<thead>
|
|
|
|
|
<tr>
|
|
|
|
|
<th style="width: 48px"></th>
|
|
|
|
|
<th>Path</th>
|
|
|
|
|
<th style="width: 160px" class="text-right">Size</th>
|
|
|
|
|
<th style="width: 180px" class="text-right">Actions</th>
|
|
|
|
|
</tr>
|
|
|
|
|
</thead>
|
|
|
|
|
<tbody>
|
|
|
|
|
<tr v-if="twoStepLoading">
|
|
|
|
|
<td
|
|
|
|
|
colspan="4"
|
|
|
|
|
class="text-center py-6 text-medium-emphasis"
|
|
|
|
|
>
|
|
|
|
|
<template #prepend>
|
|
|
|
|
<v-icon
|
|
|
|
|
:icon="
|
|
|
|
|
fileIconByName(f.path.split('/').pop() || '')
|
|
|
|
|
"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
|
|
|
|
|
<v-list-item-title class="file-name">
|
|
|
|
|
{{ f.path.replace(g.base + "/", "") }}
|
|
|
|
|
</v-list-item-title>
|
|
|
|
|
|
|
|
|
|
<v-list-item-subtitle class="file-size">
|
|
|
|
|
{{ (f.file_size ?? 0).toLocaleString() }} bytes
|
|
|
|
|
</v-list-item-subtitle>
|
|
|
|
|
|
|
|
|
|
<template #append>
|
|
|
|
|
<IconDownloadBtn
|
|
|
|
|
@onClick="onClickArtifact(f.path)"
|
|
|
|
|
/>
|
|
|
|
|
<IconDeployBtn
|
|
|
|
|
class="ml-2"
|
|
|
|
|
:tooltip="
|
|
|
|
|
isAuthenticated ? 'Deploy' : 'Login required'
|
|
|
|
|
"
|
|
|
|
|
@onClick="openDeploymentModal(f.path)"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
</v-list-item>
|
|
|
|
|
|
|
|
|
|
<v-divider
|
|
|
|
|
v-if="gi < artifactGroups.length - 1"
|
|
|
|
|
class="my-2"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
</v-list>
|
|
|
|
|
Loading…
|
|
|
|
|
</td>
|
|
|
|
|
</tr>
|
|
|
|
|
|
|
|
|
|
<!-- 폴더 1개 -->
|
|
|
|
|
<v-list
|
|
|
|
|
v-else
|
|
|
|
|
lines="one"
|
|
|
|
|
density="comfortable"
|
|
|
|
|
class="file-list"
|
|
|
|
|
>
|
|
|
|
|
<v-list-subheader class="d-flex align-center">
|
|
|
|
|
<v-icon class="mr-2">mdi-folder</v-icon>
|
|
|
|
|
{{ historyArtifactPath }}
|
|
|
|
|
</v-list-subheader>
|
|
|
|
|
|
|
|
|
|
<template v-for="(f, i) in artifactItems" :key="f.path">
|
|
|
|
|
<v-list-item :ripple="false" class="file-row pl-8">
|
|
|
|
|
<template #prepend>
|
|
|
|
|
<v-icon
|
|
|
|
|
:icon="
|
|
|
|
|
fileIconByName(
|
|
|
|
|
historyArtifactPath &&
|
|
|
|
|
f.path.startsWith(historyArtifactPath + '/')
|
|
|
|
|
? f.path.slice(
|
|
|
|
|
historyArtifactPath.length + 1,
|
|
|
|
|
)
|
|
|
|
|
: f.path,
|
|
|
|
|
)
|
|
|
|
|
"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
|
|
|
|
|
<v-list-item-title class="file-name">
|
|
|
|
|
{{
|
|
|
|
|
historyArtifactPath &&
|
|
|
|
|
f.path.startsWith(historyArtifactPath + "/")
|
|
|
|
|
? f.path.slice(historyArtifactPath.length + 1)
|
|
|
|
|
: f.path
|
|
|
|
|
}}
|
|
|
|
|
</v-list-item-title>
|
|
|
|
|
|
|
|
|
|
<v-list-item-subtitle class="file-size">
|
|
|
|
|
{{ (f.file_size ?? 0).toLocaleString() }} bytes
|
|
|
|
|
</v-list-item-subtitle>
|
|
|
|
|
|
|
|
|
|
<template #append>
|
|
|
|
|
<IconDownloadBtn
|
|
|
|
|
@onClick="onClickArtifact(f.path)"
|
|
|
|
|
/>
|
|
|
|
|
<IconDeployBtn
|
|
|
|
|
class="ml-2"
|
|
|
|
|
:tooltip="
|
|
|
|
|
isAuthenticated ? 'Deploy' : 'Login required'
|
|
|
|
|
"
|
|
|
|
|
@onClick="openDeploymentModal(f.path)"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
</v-list-item>
|
|
|
|
|
|
|
|
|
|
<v-divider v-if="i < artifactItems.length - 1" />
|
|
|
|
|
<template v-else>
|
|
|
|
|
<tr v-if="!artifactGroups.length">
|
|
|
|
|
<td
|
|
|
|
|
colspan="4"
|
|
|
|
|
class="text-center py-6 text-medium-emphasis"
|
|
|
|
|
>
|
|
|
|
|
No Artifacts
|
|
|
|
|
</td>
|
|
|
|
|
</tr>
|
|
|
|
|
|
|
|
|
|
<!-- 디렉터리 헤더 -->
|
|
|
|
|
<template v-for="grp in artifactGroups" :key="grp.dir">
|
|
|
|
|
<tr class="group-row">
|
|
|
|
|
<td class="text-center">
|
|
|
|
|
<v-icon>mdi-folder</v-icon>
|
|
|
|
|
</td>
|
|
|
|
|
<td>
|
|
|
|
|
<strong>{{ grp.dir }}</strong>
|
|
|
|
|
</td>
|
|
|
|
|
<td class="text-right"></td>
|
|
|
|
|
<td />
|
|
|
|
|
</tr>
|
|
|
|
|
|
|
|
|
|
<!-- 하위(폴더/파일) -->
|
|
|
|
|
<tr
|
|
|
|
|
v-for="(it, idx) in grp.files"
|
|
|
|
|
:key="grp.dir + '-' + idx"
|
|
|
|
|
>
|
|
|
|
|
<!-- 아이콘 전용 칸 제거, 경로 칸이 아이콘 칸까지 흡수 -->
|
|
|
|
|
<td colspan="2">
|
|
|
|
|
<div
|
|
|
|
|
class="path-cell"
|
|
|
|
|
:style="{
|
|
|
|
|
paddingLeft: `${18 * (1 + (it.depth ?? 0))}px`,
|
|
|
|
|
}"
|
|
|
|
|
>
|
|
|
|
|
<v-icon
|
|
|
|
|
:icon="it.is_dir ? 'mdi-folder' : FILE_ICON"
|
|
|
|
|
size="18"
|
|
|
|
|
class="mr-2"
|
|
|
|
|
/>
|
|
|
|
|
<code class="truncate">{{ it.path }}</code>
|
|
|
|
|
</div>
|
|
|
|
|
</td>
|
|
|
|
|
|
|
|
|
|
<td class="text-right">
|
|
|
|
|
{{ bytes(it.file_size) }}
|
|
|
|
|
</td>
|
|
|
|
|
|
|
|
|
|
<td class="text-right">
|
|
|
|
|
<template v-if="!it.is_dir">
|
|
|
|
|
<IconDownloadBtn
|
|
|
|
|
@onClick="onClickArtifact(it.path)"
|
|
|
|
|
/>
|
|
|
|
|
<IconDeployBtn
|
|
|
|
|
class="ml-2"
|
|
|
|
|
:tooltip="
|
|
|
|
|
isAuthenticated
|
|
|
|
|
? 'Deploy'
|
|
|
|
|
: 'Login required'
|
|
|
|
|
"
|
|
|
|
|
@onClick="openDeploymentModal(it.path)"
|
|
|
|
|
/>
|
|
|
|
|
</template>
|
|
|
|
|
<template v-else>
|
|
|
|
|
<v-btn size="small" variant="text" @click="">
|
|
|
|
|
Open
|
|
|
|
|
</v-btn>
|
|
|
|
|
</template>
|
|
|
|
|
</td>
|
|
|
|
|
</tr>
|
|
|
|
|
</template>
|
|
|
|
|
</template>
|
|
|
|
|
</v-list>
|
|
|
|
|
</v-card-text>
|
|
|
|
|
</v-card>
|
|
|
|
|
</template>
|
|
|
|
|
</tbody>
|
|
|
|
|
</v-table>
|
|
|
|
|
</v-card-text>
|
|
|
|
|
</v-card>
|
|
|
|
|
</v-card-text>
|
|
|
|
|
|
|
|
|
|
<v-sheet class="d-flex justify-end mb-2">
|
|
|
|
|
@ -1438,6 +1407,7 @@ const artifactsLoading = ref(false);
|
|
|
|
|
/>
|
|
|
|
|
</v-container>
|
|
|
|
|
|
|
|
|
|
<!-- 배포 다이얼로그 -->
|
|
|
|
|
<v-dialog v-model="isEditVisible" max-width="800" persistent>
|
|
|
|
|
<DeploymentDialog
|
|
|
|
|
:edit-data="null"
|
|
|
|
|
@ -1452,6 +1422,7 @@ const artifactsLoading = ref(false);
|
|
|
|
|
:user-option="[]"
|
|
|
|
|
/>
|
|
|
|
|
</v-dialog>
|
|
|
|
|
|
|
|
|
|
<!-- 로그인 모달 -->
|
|
|
|
|
<v-dialog v-model="loginDialog" max-width="450" persistent>
|
|
|
|
|
<v-card>
|
|
|
|
|
@ -1494,9 +1465,7 @@ const artifactsLoading = ref(false);
|
|
|
|
|
@keyup.enter.prevent="handleLogin"
|
|
|
|
|
/>
|
|
|
|
|
</div>
|
|
|
|
|
<div v-if="loginError" class="mt-3 text-error">
|
|
|
|
|
{{ loginError }}
|
|
|
|
|
</div>
|
|
|
|
|
<div v-if="loginError" class="mt-3 text-error">{{ loginError }}</div>
|
|
|
|
|
</v-form>
|
|
|
|
|
</v-card-text>
|
|
|
|
|
<v-card-actions class="justify-end" style="padding: 16px 24px">
|
|
|
|
|
@ -1515,4 +1484,10 @@ const artifactsLoading = ref(false);
|
|
|
|
|
:root {
|
|
|
|
|
--dot-size: 28px;
|
|
|
|
|
}
|
|
|
|
|
.group-row {
|
|
|
|
|
background: rgba(255, 255, 255, 0.04);
|
|
|
|
|
}
|
|
|
|
|
.child-path {
|
|
|
|
|
padding-left: 18px; /* 들여쓰기로 디렉터리 소속임을 표시 */
|
|
|
|
|
}
|
|
|
|
|
</style>
|
|
|
|
|
|
